From 6ddf4769919bb32cc43c5bf43e2f4e7526d3cda0 Mon Sep 17 00:00:00 2001
From: Gilles <erans@apache.org>
Date: Fri, 11 Mar 2016 01:51:58 +0100
Subject: [PATCH] MATH-1335.

New package "o.a.c.m.rng" contains RNG core functionality (uniform distribution).

Utilities to interface with stress test suites.
Userguide: benchmarks and stress test suites reports (MATH-1327).
---
 .../commons/math4/rng/RandomSource.java       |  417 ++
 .../math4/rng/UniformRandomProvider.java      |  118 +
 .../math4/rng/internal/BaseProvider.java      |  141 +
 .../math4/rng/internal/ProviderBuilder.java   |  346 ++
 .../math4/rng/internal/StateSettable.java     |   49 +
 .../math4/rng/internal/package-info.java      |   51 +
 .../rng/internal/source32/AbstractWell.java   |  208 +
 .../rng/internal/source32/ISAACRandom.java    |  270 ++
 .../rng/internal/source32/IntProvider.java    |  137 +
 .../rng/internal/source32/JDKRandom.java      |   95 +
 .../internal/source32/MersenneTwister.java    |  230 +
 .../internal/source32/RandomIntSource.java    |   30 +
 .../rng/internal/source32/Well1024a.java      |   78 +
 .../rng/internal/source32/Well19937a.java     |   80 +
 .../rng/internal/source32/Well19937c.java     |   85 +
 .../rng/internal/source32/Well44497a.java     |   83 +
 .../rng/internal/source32/Well44497b.java     |   90 +
 .../math4/rng/internal/source32/Well512a.java |   78 +
 .../rng/internal/source32/package-info.java   |   52 +
 .../rng/internal/source64/LongProvider.java   |  141 +
 .../internal/source64/MersenneTwister64.java  |  201 +
 .../internal/source64/RandomLongSource.java   |   30 +
 .../rng/internal/source64/SplitMix64.java     |   78 +
 .../math4/rng/internal/source64/TwoCmres.java |  310 ++
 .../internal/source64/XorShift1024Star.java   |  108 +
 .../rng/internal/source64/package-info.java   |   52 +
 .../math4/rng/internal/util/Int2Long.java     |   37 +
 .../math4/rng/internal/util/IntArray2Int.java |   41 +
 .../rng/internal/util/IntArray2LongArray.java |   44 +
 .../math4/rng/internal/util/Long2Int.java     |   36 +
 .../rng/internal/util/Long2IntArray.java      |   50 +
 .../rng/internal/util/Long2LongArray.java     |   56 +
 .../rng/internal/util/LongArray2IntArray.java |   43 +
 .../rng/internal/util/LongArray2Long.java     |   41 +
 .../math4/rng/internal/util/LongMixInt.java   |   50 +
 .../math4/rng/internal/util/LongMixLong.java  |   56 +
 .../rng/internal/util/NoOpConverter.java      |   40 +
 .../rng/internal/util/NumberFactory.java      |  327 ++
 .../rng/internal/util/SeedConverter.java      |   35 +
 .../internal/util/SeedConverterComposer.java  |   56 +
 .../math4/rng/internal/util/SeedFactory.java  |  262 ++
 .../math4/rng/internal/util/package-info.java |   22 +
 .../commons/math4/rng/package-info.java       |   95 +
 src/site/apt/userguide/rng.apt                |  228 +
 .../txt/userguide/rng/stress/dh/run_1/dh_1    |  146 +
 .../txt/userguide/rng/stress/dh/run_1/dh_10   |  139 +
 .../txt/userguide/rng/stress/dh/run_1/dh_11   |  148 +
 .../txt/userguide/rng/stress/dh/run_1/dh_12   |  172 +
 .../txt/userguide/rng/stress/dh/run_1/dh_13   |  168 +
 .../txt/userguide/rng/stress/dh/run_1/dh_2    |  139 +
 .../txt/userguide/rng/stress/dh/run_1/dh_3    |  173 +
 .../txt/userguide/rng/stress/dh/run_1/dh_4    |  140 +
 .../txt/userguide/rng/stress/dh/run_1/dh_5    |  140 +
 .../txt/userguide/rng/stress/dh/run_1/dh_6    |  146 +
 .../txt/userguide/rng/stress/dh/run_1/dh_7    |  204 +
 .../txt/userguide/rng/stress/dh/run_1/dh_8    |  201 +
 .../txt/userguide/rng/stress/dh/run_1/dh_9    |  143 +
 .../txt/userguide/rng/stress/dh/run_2/dh_1    |  146 +
 .../txt/userguide/rng/stress/dh/run_2/dh_10   |  172 +
 .../txt/userguide/rng/stress/dh/run_2/dh_11   |  259 ++
 .../txt/userguide/rng/stress/dh/run_2/dh_12   |  168 +
 .../txt/userguide/rng/stress/dh/run_2/dh_13   |  261 ++
 .../txt/userguide/rng/stress/dh/run_2/dh_2    |  140 +
 .../txt/userguide/rng/stress/dh/run_2/dh_3    |  139 +
 .../txt/userguide/rng/stress/dh/run_2/dh_4    |  171 +
 .../txt/userguide/rng/stress/dh/run_2/dh_5    |  143 +
 .../txt/userguide/rng/stress/dh/run_2/dh_6    |  260 ++
 .../txt/userguide/rng/stress/dh/run_2/dh_7    |  143 +
 .../txt/userguide/rng/stress/dh/run_2/dh_8    |  800 ++++
 .../txt/userguide/rng/stress/dh/run_2/dh_9    |  175 +
 .../txt/userguide/rng/stress/tu/run_1/tu_1    | 3882 +++++++++++++++++
 .../txt/userguide/rng/stress/tu/run_1/tu_10   | 3803 ++++++++++++++++
 .../txt/userguide/rng/stress/tu/run_1/tu_11   | 3795 ++++++++++++++++
 .../txt/userguide/rng/stress/tu/run_1/tu_12   | 3803 ++++++++++++++++
 .../txt/userguide/rng/stress/tu/run_1/tu_13   | 3802 ++++++++++++++++
 .../txt/userguide/rng/stress/tu/run_1/tu_2    | 3803 ++++++++++++++++
 .../txt/userguide/rng/stress/tu/run_1/tu_3    | 3807 ++++++++++++++++
 .../txt/userguide/rng/stress/tu/run_1/tu_4    | 3806 ++++++++++++++++
 .../txt/userguide/rng/stress/tu/run_1/tu_5    | 3804 ++++++++++++++++
 .../txt/userguide/rng/stress/tu/run_1/tu_6    | 3804 ++++++++++++++++
 .../txt/userguide/rng/stress/tu/run_1/tu_7    | 3803 ++++++++++++++++
 .../txt/userguide/rng/stress/tu/run_1/tu_8    | 3804 ++++++++++++++++
 .../txt/userguide/rng/stress/tu/run_1/tu_9    | 3802 ++++++++++++++++
 .../txt/userguide/rng/stress/tu/run_2/tu_1    | 3879 ++++++++++++++++
 .../txt/userguide/rng/stress/tu/run_2/tu_10   | 3803 ++++++++++++++++
 .../txt/userguide/rng/stress/tu/run_2/tu_11   | 3795 ++++++++++++++++
 .../txt/userguide/rng/stress/tu/run_2/tu_12   | 3795 ++++++++++++++++
 .../txt/userguide/rng/stress/tu/run_2/tu_13   | 3795 ++++++++++++++++
 .../txt/userguide/rng/stress/tu/run_2/tu_2    | 3803 ++++++++++++++++
 .../txt/userguide/rng/stress/tu/run_2/tu_3    | 3808 ++++++++++++++++
 .../txt/userguide/rng/stress/tu/run_2/tu_4    | 3805 ++++++++++++++++
 .../txt/userguide/rng/stress/tu/run_2/tu_5    | 3804 ++++++++++++++++
 .../txt/userguide/rng/stress/tu/run_2/tu_6    | 3803 ++++++++++++++++
 .../txt/userguide/rng/stress/tu/run_2/tu_7    | 3803 ++++++++++++++++
 .../txt/userguide/rng/stress/tu/run_2/tu_8    | 3803 ++++++++++++++++
 .../txt/userguide/rng/stress/tu/run_2/tu_9    | 3795 ++++++++++++++++
 src/site/site.xml                             |    1 +
 src/site/xdoc/userguide/index.xml             |    7 +
 .../math4/rng/Providers32ParametricTest.java  |   64 +
 .../math4/rng/Providers64ParametricTest.java  |   64 +
 .../rng/ProvidersCommonParametricTest.java    |  667 +++
 .../commons/math4/rng/ProvidersList.java      |  157 +
 .../internal/source32/ISAACRandomTest.java    |  389 ++
 .../rng/internal/source32/JDKRandomTest.java  |   38 +
 .../source32/MersenneTwisterTest.java         |  240 +
 .../rng/internal/source32/Well1024aTest.java  |   71 +
 .../rng/internal/source32/Well19937aTest.java |  109 +
 .../rng/internal/source32/Well19937cTest.java |  109 +
 .../rng/internal/source32/Well44497aTest.java |  109 +
 .../rng/internal/source32/Well44497bTest.java |  109 +
 .../rng/internal/source32/Well512aTest.java   |   69 +
 .../source64/MersenneTwister64Test.java       |  239 +
 .../rng/internal/source64/SplitMix64Test.java |   45 +
 .../rng/internal/source64/TwoCmresTest.java   |   55 +
 .../source64/XorShift1024StarTest.java        |   55 +
 .../rng/internal/util/NumberFactoryTest.java  |  164 +
 .../rng/internal/util/SeedFactoryTest.java    |  111 +
 src/userguide/README                          |   15 +-
 src/userguide/c/rng/stdin2testu01.c           |  127 +
 .../math4/userguide/rng/GeneratorsList.java   |   57 +
 .../userguide/rng/RandomStressTester.java     |  280 ++
 src/userguide/pom.xml                         |   30 +
 122 files changed, 112502 insertions(+), 1 deletion(-)
 create mode 100644 src/main/java/org/apache/commons/math4/rng/RandomSource.java
 create mode 100644 src/main/java/org/apache/commons/math4/rng/UniformRandomProvider.java
 create mode 100644 src/main/java/org/apache/commons/math4/rng/internal/BaseProvider.java
 create mode 100644 src/main/java/org/apache/commons/math4/rng/internal/ProviderBuilder.java
 create mode 100644 src/main/java/org/apache/commons/math4/rng/internal/StateSettable.java
 create mode 100644 src/main/java/org/apache/commons/math4/rng/internal/package-info.java
 create mode 100644 src/main/java/org/apache/commons/math4/rng/internal/source32/AbstractWell.java
 create mode 100644 src/main/java/org/apache/commons/math4/rng/internal/source32/ISAACRandom.java
 create mode 100644 src/main/java/org/apache/commons/math4/rng/internal/source32/IntProvider.java
 create mode 100644 src/main/java/org/apache/commons/math4/rng/internal/source32/JDKRandom.java
 create mode 100644 src/main/java/org/apache/commons/math4/rng/internal/source32/MersenneTwister.java
 create mode 100644 src/main/java/org/apache/commons/math4/rng/internal/source32/RandomIntSource.java
 create mode 100644 src/main/java/org/apache/commons/math4/rng/internal/source32/Well1024a.java
 create mode 100644 src/main/java/org/apache/commons/math4/rng/internal/source32/Well19937a.java
 create mode 100644 src/main/java/org/apache/commons/math4/rng/internal/source32/Well19937c.java
 create mode 100644 src/main/java/org/apache/commons/math4/rng/internal/source32/Well44497a.java
 create mode 100644 src/main/java/org/apache/commons/math4/rng/internal/source32/Well44497b.java
 create mode 100644 src/main/java/org/apache/commons/math4/rng/internal/source32/Well512a.java
 create mode 100644 src/main/java/org/apache/commons/math4/rng/internal/source32/package-info.java
 create mode 100644 src/main/java/org/apache/commons/math4/rng/internal/source64/LongProvider.java
 create mode 100644 src/main/java/org/apache/commons/math4/rng/internal/source64/MersenneTwister64.java
 create mode 100644 src/main/java/org/apache/commons/math4/rng/internal/source64/RandomLongSource.java
 create mode 100644 src/main/java/org/apache/commons/math4/rng/internal/source64/SplitMix64.java
 create mode 100644 src/main/java/org/apache/commons/math4/rng/internal/source64/TwoCmres.java
 create mode 100644 src/main/java/org/apache/commons/math4/rng/internal/source64/XorShift1024Star.java
 create mode 100644 src/main/java/org/apache/commons/math4/rng/internal/source64/package-info.java
 create mode 100644 src/main/java/org/apache/commons/math4/rng/internal/util/Int2Long.java
 create mode 100644 src/main/java/org/apache/commons/math4/rng/internal/util/IntArray2Int.java
 create mode 100644 src/main/java/org/apache/commons/math4/rng/internal/util/IntArray2LongArray.java
 create mode 100644 src/main/java/org/apache/commons/math4/rng/internal/util/Long2Int.java
 create mode 100644 src/main/java/org/apache/commons/math4/rng/internal/util/Long2IntArray.java
 create mode 100644 src/main/java/org/apache/commons/math4/rng/internal/util/Long2LongArray.java
 create mode 100644 src/main/java/org/apache/commons/math4/rng/internal/util/LongArray2IntArray.java
 create mode 100644 src/main/java/org/apache/commons/math4/rng/internal/util/LongArray2Long.java
 create mode 100644 src/main/java/org/apache/commons/math4/rng/internal/util/LongMixInt.java
 create mode 100644 src/main/java/org/apache/commons/math4/rng/internal/util/LongMixLong.java
 create mode 100644 src/main/java/org/apache/commons/math4/rng/internal/util/NoOpConverter.java
 create mode 100644 src/main/java/org/apache/commons/math4/rng/internal/util/NumberFactory.java
 create mode 100644 src/main/java/org/apache/commons/math4/rng/internal/util/SeedConverter.java
 create mode 100644 src/main/java/org/apache/commons/math4/rng/internal/util/SeedConverterComposer.java
 create mode 100644 src/main/java/org/apache/commons/math4/rng/internal/util/SeedFactory.java
 create mode 100644 src/main/java/org/apache/commons/math4/rng/internal/util/package-info.java
 create mode 100644 src/main/java/org/apache/commons/math4/rng/package-info.java
 create mode 100644 src/site/apt/userguide/rng.apt
 create mode 100644 src/site/resources/txt/userguide/rng/stress/dh/run_1/dh_1
 create mode 100644 src/site/resources/txt/userguide/rng/stress/dh/run_1/dh_10
 create mode 100644 src/site/resources/txt/userguide/rng/stress/dh/run_1/dh_11
 create mode 100644 src/site/resources/txt/userguide/rng/stress/dh/run_1/dh_12
 create mode 100644 src/site/resources/txt/userguide/rng/stress/dh/run_1/dh_13
 create mode 100644 src/site/resources/txt/userguide/rng/stress/dh/run_1/dh_2
 create mode 100644 src/site/resources/txt/userguide/rng/stress/dh/run_1/dh_3
 create mode 100644 src/site/resources/txt/userguide/rng/stress/dh/run_1/dh_4
 create mode 100644 src/site/resources/txt/userguide/rng/stress/dh/run_1/dh_5
 create mode 100644 src/site/resources/txt/userguide/rng/stress/dh/run_1/dh_6
 create mode 100644 src/site/resources/txt/userguide/rng/stress/dh/run_1/dh_7
 create mode 100644 src/site/resources/txt/userguide/rng/stress/dh/run_1/dh_8
 create mode 100644 src/site/resources/txt/userguide/rng/stress/dh/run_1/dh_9
 create mode 100644 src/site/resources/txt/userguide/rng/stress/dh/run_2/dh_1
 create mode 100644 src/site/resources/txt/userguide/rng/stress/dh/run_2/dh_10
 create mode 100644 src/site/resources/txt/userguide/rng/stress/dh/run_2/dh_11
 create mode 100644 src/site/resources/txt/userguide/rng/stress/dh/run_2/dh_12
 create mode 100644 src/site/resources/txt/userguide/rng/stress/dh/run_2/dh_13
 create mode 100644 src/site/resources/txt/userguide/rng/stress/dh/run_2/dh_2
 create mode 100644 src/site/resources/txt/userguide/rng/stress/dh/run_2/dh_3
 create mode 100644 src/site/resources/txt/userguide/rng/stress/dh/run_2/dh_4
 create mode 100644 src/site/resources/txt/userguide/rng/stress/dh/run_2/dh_5
 create mode 100644 src/site/resources/txt/userguide/rng/stress/dh/run_2/dh_6
 create mode 100644 src/site/resources/txt/userguide/rng/stress/dh/run_2/dh_7
 create mode 100644 src/site/resources/txt/userguide/rng/stress/dh/run_2/dh_8
 create mode 100644 src/site/resources/txt/userguide/rng/stress/dh/run_2/dh_9
 create mode 100644 src/site/resources/txt/userguide/rng/stress/tu/run_1/tu_1
 create mode 100644 src/site/resources/txt/userguide/rng/stress/tu/run_1/tu_10
 create mode 100644 src/site/resources/txt/userguide/rng/stress/tu/run_1/tu_11
 create mode 100644 src/site/resources/txt/userguide/rng/stress/tu/run_1/tu_12
 create mode 100644 src/site/resources/txt/userguide/rng/stress/tu/run_1/tu_13
 create mode 100644 src/site/resources/txt/userguide/rng/stress/tu/run_1/tu_2
 create mode 100644 src/site/resources/txt/userguide/rng/stress/tu/run_1/tu_3
 create mode 100644 src/site/resources/txt/userguide/rng/stress/tu/run_1/tu_4
 create mode 100644 src/site/resources/txt/userguide/rng/stress/tu/run_1/tu_5
 create mode 100644 src/site/resources/txt/userguide/rng/stress/tu/run_1/tu_6
 create mode 100644 src/site/resources/txt/userguide/rng/stress/tu/run_1/tu_7
 create mode 100644 src/site/resources/txt/userguide/rng/stress/tu/run_1/tu_8
 create mode 100644 src/site/resources/txt/userguide/rng/stress/tu/run_1/tu_9
 create mode 100644 src/site/resources/txt/userguide/rng/stress/tu/run_2/tu_1
 create mode 100644 src/site/resources/txt/userguide/rng/stress/tu/run_2/tu_10
 create mode 100644 src/site/resources/txt/userguide/rng/stress/tu/run_2/tu_11
 create mode 100644 src/site/resources/txt/userguide/rng/stress/tu/run_2/tu_12
 create mode 100644 src/site/resources/txt/userguide/rng/stress/tu/run_2/tu_13
 create mode 100644 src/site/resources/txt/userguide/rng/stress/tu/run_2/tu_2
 create mode 100644 src/site/resources/txt/userguide/rng/stress/tu/run_2/tu_3
 create mode 100644 src/site/resources/txt/userguide/rng/stress/tu/run_2/tu_4
 create mode 100644 src/site/resources/txt/userguide/rng/stress/tu/run_2/tu_5
 create mode 100644 src/site/resources/txt/userguide/rng/stress/tu/run_2/tu_6
 create mode 100644 src/site/resources/txt/userguide/rng/stress/tu/run_2/tu_7
 create mode 100644 src/site/resources/txt/userguide/rng/stress/tu/run_2/tu_8
 create mode 100644 src/site/resources/txt/userguide/rng/stress/tu/run_2/tu_9
 create mode 100644 src/test/java/org/apache/commons/math4/rng/Providers32ParametricTest.java
 create mode 100644 src/test/java/org/apache/commons/math4/rng/Providers64ParametricTest.java
 create mode 100644 src/test/java/org/apache/commons/math4/rng/ProvidersCommonParametricTest.java
 create mode 100644 src/test/java/org/apache/commons/math4/rng/ProvidersList.java
 create mode 100644 src/test/java/org/apache/commons/math4/rng/internal/source32/ISAACRandomTest.java
 create mode 100644 src/test/java/org/apache/commons/math4/rng/internal/source32/JDKRandomTest.java
 create mode 100644 src/test/java/org/apache/commons/math4/rng/internal/source32/MersenneTwisterTest.java
 create mode 100644 src/test/java/org/apache/commons/math4/rng/internal/source32/Well1024aTest.java
 create mode 100644 src/test/java/org/apache/commons/math4/rng/internal/source32/Well19937aTest.java
 create mode 100644 src/test/java/org/apache/commons/math4/rng/internal/source32/Well19937cTest.java
 create mode 100644 src/test/java/org/apache/commons/math4/rng/internal/source32/Well44497aTest.java
 create mode 100644 src/test/java/org/apache/commons/math4/rng/internal/source32/Well44497bTest.java
 create mode 100644 src/test/java/org/apache/commons/math4/rng/internal/source32/Well512aTest.java
 create mode 100644 src/test/java/org/apache/commons/math4/rng/internal/source64/MersenneTwister64Test.java
 create mode 100644 src/test/java/org/apache/commons/math4/rng/internal/source64/SplitMix64Test.java
 create mode 100644 src/test/java/org/apache/commons/math4/rng/internal/source64/TwoCmresTest.java
 create mode 100644 src/test/java/org/apache/commons/math4/rng/internal/source64/XorShift1024StarTest.java
 create mode 100644 src/test/java/org/apache/commons/math4/rng/internal/util/NumberFactoryTest.java
 create mode 100644 src/test/java/org/apache/commons/math4/rng/internal/util/SeedFactoryTest.java
 create mode 100644 src/userguide/c/rng/stdin2testu01.c
 create mode 100644 src/userguide/java/org/apache/commons/math4/userguide/rng/GeneratorsList.java
 create mode 100644 src/userguide/java/org/apache/commons/math4/userguide/rng/RandomStressTester.java

diff --git a/src/main/java/org/apache/commons/math4/rng/RandomSource.java b/src/main/java/org/apache/commons/math4/rng/RandomSource.java
new file mode 100644
index 000000000..087960cdd
--- /dev/null
+++ b/src/main/java/org/apache/commons/math4/rng/RandomSource.java
@@ -0,0 +1,417 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one or more
+ * contributor license agreements.  See the NOTICE file distributed with
+ * this work for additional information regarding copyright ownership.
+ * The ASF licenses this file to You under the Apache License, Version 2.0
+ * (the "License"); you may not use this file except in compliance with
+ * the License.  You may obtain a copy of the License at
+ *
+ *      http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package org.apache.commons.math4.rng;
+
+import org.apache.commons.math4.exception.MathUnsupportedOperationException;
+import org.apache.commons.math4.rng.internal.ProviderBuilder;
+import org.apache.commons.math4.rng.internal.BaseProvider;
+import org.apache.commons.math4.rng.internal.util.SeedFactory;
+import org.apache.commons.math4.rng.internal.source64.TwoCmres;
+
+/**
+ * This class provides the API for creating generators of random numbers.
+ * <p>
+ * Usage examples:
+ * <pre><code>
+ *  UniformRandomProvider rng = RandomSource.create(RandomSource.MT);
+ * </code></pre>
+ * or
+ * <pre><code>
+ *  final int[] seed = new int[] { 196, 9, 0, 226  };
+ *  UniformRandomProvider rng = RandomSource.create(RandomSource.MT, seed);
+ * </code></pre>
+ * or
+ * <pre><code>
+ *  final int[] seed = RandomSource.createIntArray(256);
+ *  UniformRandomProvider rng = RandomSource.create(RandomSource.MT, seed);
+ * </code></pre>
+ * where the first argument to method {@code create} is the identifier
+ * of the generator's concrete implementation, and the second the is the
+ * (optional) seed.
+ * <br>
+ * In the first form, a random seed will be {@link SeedFactory generated
+ * automatically}; the random seed generation step is explicit in the
+ * third form.
+ * </p>
+ *
+ * <p>
+ * Seeding is the procedure by which a value (or set of values) is
+ * used to <i>initialize</i> a generator instance.
+ * The requirement that a given seed will always result in the same
+ * internal state allows to create different instances of a generator
+ * that will produce the same sequence of pseudo-random numbers.
+ * </p>
+ *
+ * <p>
+ * The type of data used as a seed depends on the concrete implementation
+ * as some types may not provide enough information to fully initialize
+ * the generator's internal state.
+ * <br>
+ * The reference algorithm's seeding procedure (if provided) operates
+ * on a value of a (single) <i>native</i> type:
+ * Each concrete implementation's constructor creates an instance using
+ * the native type whose information contents is used to set the
+ * internal state.
+ * <br>
+ * When the seed value passed by the caller is of the native type, it is
+ * expected that the sequences produced will be the same as those
+ * produced by other implementations of the algorithm.
+ * <br>
+ * However, when the seed value passed by the caller is not of the native
+ * type, a transformation is performed by this library and the resulting
+ * native type value will <i>not</i> contain more information than the
+ * original seed value.
+ * If the algorithm's native type is "simpler" than the type passed by
+ * the caller, then some (unuse) information will even be lost.
+ * <br>
+ * The transformation from non-native to native seed type is arbitrary,
+ * as long as it does not reduce the amount of information required by
+ * the algorithm to initialize its state.
+ * The consequence of the transformation is that the sequences produced
+ * by this library may not be the same as the sequences produced by other
+ * implementations of the same algorithm!
+ * </p>
+ *
+ * <p>
+ * This class provides methods to generate random seeds (single values
+ * or arrays of values, of {@code int} or {@code long} types) that can
+ * be passed to the {@link RandomSource#create(RandomSource,Object,Object[])
+ * generators factory method}.
+ * <br>
+ * Although the seed-generating methods defined in this class will likely
+ * return different values for all calls, there is no guarantee that the
+ * produced seed will result always in a "good" sequence of numbers, even
+ * if the generator is good.
+ * The only way to ensure that the selected seed will make the generator
+ * produce a "good" sequence is to submit that sequence to a series of
+ * stringent tests, as provided by tools such as
+ * <a href="http://www.phy.duke.edu/~rgb/General/dieharder.php">dieharder</a>
+ * or <a href="http://simul.iro.umontreal.ca/testu01/tu01.html">TestU01</a>.
+ * </p>
+ *
+ * <p>
+ * The current implementations have no provision for producing non-overlapping
+ * sequences.
+ * For parallel applications, a possible workaround is that each thread uses
+ * a generator of a different type (see {@link #TWO_CMRES_SELECT}).
+ * </p>
+ *
+ * <p>
+ * <b>Note:</b>
+ * Seeding is not equivalent to restoring the internal state of an
+ * <i>already initialized</i> generator.
+ * Indeed, generators can have a state that is more complex than the
+ * seed, and seeding is thus a transformation (from seed to state).
+ * Implementations do not provide the inverse transformation (from
+ * state to seed), hence it is not generally possible to know the seed
+ * that would initialize a new generator instance to the current state
+ * of another instance.
+ * Reseeding is also inefficient if the purpose is to continue the
+ * same sequence where another instance left off, as it would require
+ * to "replay" all the calls performed by that other instance (and it
+ * would require to know the number of calls to the primary source of
+ * randomness, which is also not usually accessible).
+ * <br>
+ * This factory thus provides a method for
+ * {@link #saveState(UniformRandomProvider) saving} the internal
+ * state of a generator.
+ * The state is encapsulated in an {@link State "opaque object"} to be
+ * used for {@link #restoreState(UniformRandomProvider,State) restoring}
+ * a generator (of the same type) to an identical state (e.g. to allow
+ * persistent storage, or to continue a sequence from where the original
+ * instance left off.).
+ * </p>
+ *
+ * @since 4.0
+ */
+public enum RandomSource {
+    /**
+     * Source of randomness is {@link org.apache.commons.math4.rng.internal.source32.JDKRandom}.
+     * Native seed type: {@code Long}.
+     */
+    JDK(ProviderBuilder.RandomSourceInternal.JDK),
+    /**
+     * Source of randomness is {@link org.apache.commons.math4.rng.internal.source32.Well512a}.
+     * Native seed type: {@code int[]}.
+     */
+    WELL_512_A(ProviderBuilder.RandomSourceInternal.WELL_512_A),
+    /**
+     * Source of randomness is {@link org.apache.commons.math4.rng.internal.source32.Well1024a}.
+     * Native seed type: {@code int[]}.
+     */
+    WELL_1024_A(ProviderBuilder.RandomSourceInternal.WELL_1024_A),
+    /**
+     * Source of randomness is {@link org.apache.commons.math4.rng.internal.source32.Well19937a}.
+     * Native seed type: {@code int[]}.
+     */
+    WELL_19937_A(ProviderBuilder.RandomSourceInternal.WELL_19937_A),
+    /**
+     * Source of randomness is {@link org.apache.commons.math4.rng.internal.source32.Well19937c}.
+     * Native seed type: {@code int[]}.
+     */
+    WELL_19937_C(ProviderBuilder.RandomSourceInternal.WELL_19937_C),
+    /**
+     * Source of randomness is {@link org.apache.commons.math4.rng.internal.source32.Well44497a}.
+     * Native seed type: {@code int[]}.
+     */
+    WELL_44497_A(ProviderBuilder.RandomSourceInternal.WELL_44497_A),
+    /**
+     * Source of randomness is {@link org.apache.commons.math4.rng.internal.source32.Well44497b}.
+     * Native seed type: {@code int[]}.
+     */
+    WELL_44497_B(ProviderBuilder.RandomSourceInternal.WELL_44497_B),
+    /**
+     * Source of randomness is {@link org.apache.commons.math4.rng.internal.source32.MersenneTwister}.
+     * Native seed type: {@code int[]}.
+     */
+    MT(ProviderBuilder.RandomSourceInternal.MT),
+    /**
+     * Source of randomness is {@link org.apache.commons.math4.rng.internal.source32.ISAACRandom}.
+     * Native seed type: {@code int[]}.
+     */
+    ISAAC(ProviderBuilder.RandomSourceInternal.ISAAC),
+    /**
+     * Source of randomness is {@link org.apache.commons.math4.rng.internal.source64.SplitMix64}.
+     * Native seed type: {@code Long}.
+     */
+    SPLIT_MIX_64(ProviderBuilder.RandomSourceInternal.SPLIT_MIX_64),
+    /**
+     * Source of randomness is {@link org.apache.commons.math4.rng.internal.source64.XorShift1024Star}.
+     * Native seed type: {@code long[]}.
+     */
+    XOR_SHIFT_1024_S(ProviderBuilder.RandomSourceInternal.XOR_SHIFT_1024_S),
+    /**
+     * Source of randomness is {@link org.apache.commons.math4.rng.internal.source64.TwoCmres}.
+     * Native seed type: {@code Integer}.
+     */
+    TWO_CMRES(ProviderBuilder.RandomSourceInternal.TWO_CMRES),
+    /**
+     * Source of randomness is {@link org.apache.commons.math4.rng.internal.source64.TwoCmres},
+     * with explicit selection of the two subcycle generators.
+     * Native seed type: {@code Integer}.
+     */
+    TWO_CMRES_SELECT(ProviderBuilder.RandomSourceInternal.TWO_CMRES_SELECT),
+    /**
+     * Source of randomness is {@link org.apache.commons.math4.rng.internal.source64.MersenneTwister64}.
+     * Native seed type: {@code long[]}.
+     */
+    MT_64(ProviderBuilder.RandomSourceInternal.MT_64);
+
+    /** Internal identifier. */
+    private final ProviderBuilder.RandomSourceInternal internalIdentifier;
+
+    /**
+     * @param id Internal identifier.
+     */
+    RandomSource(ProviderBuilder.RandomSourceInternal id) {
+        internalIdentifier = id;
+    }
+
+    /**
+     * @return the internal identifier.
+     */
+    ProviderBuilder.RandomSourceInternal getInternalIdentifier() {
+        return internalIdentifier;
+    }
+
+    /**
+     * Checks whether the type of given {@code seed} is the native type
+     * of the implementation.
+     *
+     * @param seed Seed value.
+     * @return {@code true} if the seed can be passed to the builder
+     * for this RNG type.
+     */
+    public boolean isNativeSeed(Object seed) {
+        return internalIdentifier.isNativeSeed(seed);
+    }
+
+    /**
+     * Marker interface used to define the "save" and "restore"
+     * functionality of the generators.
+     */
+    public interface State {}
+
+    /**
+     * Creates a random number generator with a random seed.
+     *
+     * <p>
+     * Example of usage:
+     * <pre><code>
+     *  UniformRandomProvider rng = RandomSource.create(Source.MT);
+     * </code></pre>
+     * </p>
+     *
+     * @param source {@link RandomSource RNG type}.
+     * @return the RNG.
+     */
+    public static UniformRandomProvider create(RandomSource source) {
+        return create(source, null);
+    }
+
+    /**
+     * Creates a random number generator with the given {@code seed}.
+     *
+     * <p>
+     * Example of usage:
+     * <pre><code>
+     *  UniformRandomProvider rng = RandomSource.create(Source.TWO_CMRES_SELECT, 26219, 6, 9);
+     * </code></pre>
+     * </p>
+     *
+     * <p>
+     * Valid types for the {@code seed} are:
+     *  <ul>
+     *   <li>{@code Integer} (or {@code int})</li>
+     *   <li>{@code Long} (or {@code long})</li>
+     *   <li>{@code int[]}</li>
+     *   <li>{@code long[]}</li>
+     *  </ul>
+     * </p>
+     *
+     * <p>
+     * Notes:
+     * <ul>
+     *  <li>
+     *   When the seed type passed as argument is more complex (i.e. more
+     *   bits can be independently chosen) than the generator's
+     *   {@link #isNativeSeed(Object) native type}, the conversion of a
+     *   set of different seeds will necessarily result in the same value
+     *   of the native seed type.
+     *  </li>
+     *  <li>
+     *   When the native seed type is an array, the same remark applies
+     *   when the array contains more bits than the state of the generator.
+     *  </li>
+     *  <li>
+     *   When the native seed type is an array and the {@code seed} is
+     *   {@code null}, the size of the generated array will be 128.
+     *  </li>
+     * </p>
+     *
+     * @param source {@link RandomSource RNG type}.
+     * @param seed Seed value.  It can be {@code null} (in which case a
+     * random value will be used).
+     * @param data Additional arguments to the implementation's constructor.
+     * Please refer to the documentation of each specific implementation.
+     * @return the RNG.
+     * @throws MathUnsupportedOperationException if the type of the
+     * {@code seed} is invalid.
+     * @throws org.apache.commons.math4.exception.InsufficientDataException
+     * if data is missing to initialize the generator implemented by the
+     * given {@code source}.
+     */
+    public static UniformRandomProvider create(RandomSource source,
+                                               Object seed,
+                                               Object ... data) {
+        return ProviderBuilder.create(source.getInternalIdentifier(), seed, data);
+    }
+
+    /**
+     * Gets the number of elements of the set of "subcycle" generators from
+     * which two can be selected in order to create a {@link TwoCmres} RNG.
+     *
+     * @return the number of implemented subcycle generators.
+     */
+    public static int numberOfCmresGenerators() {
+        return TwoCmres.numberOfSubcycleGenerators();
+    }
+
+    /**
+     * Saves the state of a RNG.
+     *
+     * @param provider Provider.
+     * @return the current state of the given {@code provider}.
+     * @throws MathUnsupportedOperationException if the {@code provider} is
+     * not an object created by this factory or the underlying source of
+     * randomness does not support this functionality.
+     *
+     * @see #restoreState(UniformRandomProvider,RandomSource.State)
+     */
+    public static State saveState(UniformRandomProvider provider) {
+        if (!(provider instanceof BaseProvider)) {
+            throw new MathUnsupportedOperationException();
+        } else {
+            return ((BaseProvider) provider).getState();
+        }
+    }
+
+    /**
+     * Restores the state of a RNG.
+     *
+     * @param provider Provider.
+     * @param state State which the {@code provider} will be set to.
+     * This parameter must have been obtained by a call to
+     * {@link #saveState(UniformRandomProvider) saveState(rng)}
+     * where {@code rng} is either the same object as {@code provider},
+     * or an object of the same concrete type.
+     * @throws MathUnsupportedOperationException if the {@code provider} is
+     * not an object created by this factory or the underlying source of
+     * randomness does not support this functionality.
+     * @throws org.apache.commons.math4.exception.InsufficientDataException
+     * if it was detected that the {@code state} is incompatible with the
+     * given {@code provider}.
+     *
+     * @see #saveState(UniformRandomProvider)
+     */
+    public static void restoreState(UniformRandomProvider provider,
+                                    State state) {
+        if (!(provider instanceof BaseProvider)) {
+            throw new MathUnsupportedOperationException();
+        } else {
+            ((BaseProvider) provider).setState(state);
+        }
+    }
+
+    /**
+     * Creates a number for use as a seed.
+     *
+     * @return a random number.
+     */
+    public static int createInt() {
+        return SeedFactory.createInt();
+    }
+
+    /**
+     * Creates a number for use as a seed.
+     *
+     * @return a random number.
+     */
+    public static long createLong() {
+        return SeedFactory.createLong();
+    }
+
+    /**
+     * Creates an array of numbers for use as a seed.
+     *
+     * @param n Size of the array to create.
+     * @return an array of {@code n} random numbers.
+     */
+    public static int[] createIntArray(int n) {
+        return SeedFactory.createIntArray(n);
+    }
+
+    /**
+     * Creates an array of numbers for use as a seed.
+     *
+     * @param n Size of the array to create.
+     * @return an array of {@code n} random numbers.
+     */
+    public static long[] createLongArray(int n) {
+        return SeedFactory.createLongArray(n);
+    }
+}
diff --git a/src/main/java/org/apache/commons/math4/rng/UniformRandomProvider.java b/src/main/java/org/apache/commons/math4/rng/UniformRandomProvider.java
new file mode 100644
index 000000000..ef17f06f0
--- /dev/null
+++ b/src/main/java/org/apache/commons/math4/rng/UniformRandomProvider.java
@@ -0,0 +1,118 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one or more
+ * contributor license agreements.  See the NOTICE file distributed with
+ * this work for additional information regarding copyright ownership.
+ * The ASF licenses this file to You under the Apache License, Version 2.0
+ * (the "License"); you may not use this file except in compliance with
+ * the License.  You may obtain a copy of the License at
+ *
+ *      http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package org.apache.commons.math4.rng;
+
+/**
+ * Applies to generators of random number sequences that follow a uniform
+ * distribution.
+ *
+ * @since 4.0
+ */
+public interface UniformRandomProvider {
+    /**
+     * Generates {@code byte} values and places them into a user-supplied array.
+     * <p>
+     * The number of random bytes produced is equal to the length of the
+     * the byte array.
+     * </p>
+     *
+     * @param bytes Byte array in which to put the random bytes.
+     * Cannot be {@code null}.
+     */
+    void nextBytes(byte[] bytes);
+
+    /**
+     * Generates {@code byte} values and places them into a user-supplied array.
+     *
+     * <p>
+     * The array is filled with bytes extracted from random integers.
+     * This implies that the number of random bytes generated may be larger than
+     * the length of the byte array.
+     * </p>
+     *
+     * @param bytes Array in which to put the generated bytes.
+     * Cannot be {@code null}.
+     * @param start Index at which to start inserting the generated bytes.
+     * @param len Number of bytes to insert.
+     * @throws org.apache.commons.math4.exception.OutOfRangeException
+     * if {@code start < 0} or {@code start >= bytes.length}.
+     * @throws org.apache.commons.math4.exception.OutOfRangeException
+     * if {@code len < 0} or {@code len > bytes.length - start}.
+     */
+    void nextBytes(byte[] bytes,
+                   int start,
+                   int len);
+
+    /**
+     * Generates an {@code int} value.
+     *
+     * @return the next random value.
+     */
+    int nextInt();
+
+    /**
+     * Generates an {@code int} value between 0 (inclusive) and the
+     * specified value (exclusive).
+     *
+     * @param n Bound on the random number to be returned.  Must be positive.
+     * @return a random {@code int} value between 0 (inclusive) and n
+     * (exclusive).
+     * @throws org.apache.commons.math4.exception.NotStrictlyPositiveException
+     * if {@code n} is not positive.
+     */
+    int nextInt(int n);
+
+    /**
+     * Generates a {@code long} value.
+     *
+     * @return the next random value.
+     */
+    long nextLong();
+
+    /**
+     * Generates a {@code long} value between 0 (inclusive) and the specified
+     * value (exclusive).
+     *
+     * @param n Bound on the random number to be returned.  Must be positive.
+     * @return a random {@code long} value between 0 (inclusive) and n
+     * (exclusive).
+     * @throws org.apache.commons.math4.exception.NotStrictlyPositiveException
+     * if {@code n} is not positive.
+     */
+    long nextLong(long n);
+
+    /**
+     * Generates a {@code boolean} value.
+     *
+     * @return the next random value.
+     */
+    boolean nextBoolean();
+
+    /**
+     * Generates a {@code float} value between 0 and 1.
+     *
+     * @return the next random value between 0 and 1.
+     */
+    float nextFloat();
+
+    /**
+     * Generates a {@code double} value between 0 and 1.
+     *
+     * @return the next random value between 0 and 1.
+     */
+    double nextDouble();
+}
diff --git a/src/main/java/org/apache/commons/math4/rng/internal/BaseProvider.java b/src/main/java/org/apache/commons/math4/rng/internal/BaseProvider.java
new file mode 100644
index 000000000..e29d8549c
--- /dev/null
+++ b/src/main/java/org/apache/commons/math4/rng/internal/BaseProvider.java
@@ -0,0 +1,141 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one or more
+ * contributor license agreements.  See the NOTICE file distributed with
+ * this work for additional information regarding copyright ownership.
+ * The ASF licenses this file to You under the Apache License, Version 2.0
+ * (the "License"); you may not use this file except in compliance with
+ * the License.  You may obtain a copy of the License at
+ *
+ *      http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package org.apache.commons.math4.rng.internal;
+
+import java.util.Arrays;
+import java.io.Serializable;
+import org.apache.commons.math4.exception.MathUnsupportedOperationException;
+import org.apache.commons.math4.exception.NotStrictlyPositiveException;
+import org.apache.commons.math4.rng.UniformRandomProvider;
+import org.apache.commons.math4.rng.RandomSource;
+
+/**
+ * Base class with default implementation for common methods.
+ */
+public abstract class BaseProvider
+    implements UniformRandomProvider,
+               StateSettable {
+    /** {@inheritDoc} */
+    @Override
+    public int nextInt(int n) throws IllegalArgumentException {
+        if (n > 0) {
+            if ((n & -n) == n) {
+                return (int) ((n * (long) (nextInt() >>> 1)) >> 31);
+            }
+            int bits;
+            int val;
+            do {
+                bits = nextInt() >>> 1;
+                val = bits % n;
+            } while (bits - val + (n - 1) < 0);
+            return val;
+        }
+
+        throw new NotStrictlyPositiveException(n);
+    }
+
+    /** {@inheritDoc} */
+    @Override
+    public long nextLong(long n) {
+        if (n > 0) {
+            long bits;
+            long val;
+            do {
+                bits = nextLong() >>> 1;
+                val  = bits % n;
+            } while (bits - val + (n - 1) < 0);
+            return val;
+        }
+
+        throw new NotStrictlyPositiveException(n);
+    }
+
+    /** {@inheritDoc} */
+    @Override
+    public String toString() {
+        return getClass().getName();
+    }
+
+    /** {@inheritDoc} */
+    @Override
+    public RandomSource.State getState() {
+        return new State(getStateInternal());
+    }
+
+    /** {@inheritDoc} */
+    @Override
+    public void setState(RandomSource.State state) {
+        // Cast will intentionally fail if the argument is not one we created.
+        final State s = (State) state;
+        setStateInternal(s.getState());
+    }
+
+    /**
+     * Creates a snapshot of the RNG state.
+     *
+     * @return the internal state.
+     * @throws MathUnsupportedOperationException if not implemented.
+     */
+    protected byte[] getStateInternal() {
+        throw new MathUnsupportedOperationException();
+    }
+
+    /**
+     * Resets the RNG to the given {@code state}.
+     *
+     * @param state State (previously obtained by a call to
+     * {@link #getStateInternal()}).
+     * @throws MathUnsupportedOperationException if not implemented.
+     */
+    protected void setStateInternal(byte[] state) {
+        throw new MathUnsupportedOperationException();
+    }
+
+    /**
+     * "Black-box" state.
+     * Its sole purpose is to store all the data needed to recover
+     * the same state in order to restart a sequence where it left
+     * off.
+     * External code should not to modify the data contained in
+     * instances of this class.
+     */
+    private static class State
+        implements RandomSource.State,
+                   Serializable {
+        /** Serializable version identifier. */
+        private static final long serialVersionUID = 4720160226L;
+        /** Internal state. */
+        private byte[] state;
+
+        /**
+         * @param state Mapping of all the data which a subclass of
+         * {@link BaseProvider} needs in order to reset its internal
+         * state.
+         */
+        State(byte[] state) {
+            this.state = Arrays.copyOf(state, state.length);
+        }
+
+        /**
+         * @return the internal state.
+         */
+        byte[] getState() {
+            return Arrays.copyOf(state, state.length);
+        }
+    }
+}
diff --git a/src/main/java/org/apache/commons/math4/rng/internal/ProviderBuilder.java b/src/main/java/org/apache/commons/math4/rng/internal/ProviderBuilder.java
new file mode 100644
index 000000000..f38b679a0
--- /dev/null
+++ b/src/main/java/org/apache/commons/math4/rng/internal/ProviderBuilder.java
@@ -0,0 +1,346 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one or more
+ * contributor license agreements.  See the NOTICE file distributed with
+ * this work for additional information regarding copyright ownership.
+ * The ASF licenses this file to You under the Apache License, Version 2.0
+ * (the "License"); you may not use this file except in compliance with
+ * the License.  You may obtain a copy of the License at
+ *
+ *      http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package org.apache.commons.math4.rng.internal;
+
+import java.util.Arrays;
+import java.util.List;
+import java.util.ArrayList;
+import java.util.Map;
+import java.util.HashMap;
+import java.lang.reflect.Constructor;
+import java.lang.reflect.InvocationTargetException;
+
+import org.apache.commons.math4.exception.MathUnsupportedOperationException;
+import org.apache.commons.math4.exception.MathInternalError;
+import org.apache.commons.math4.rng.UniformRandomProvider;
+import org.apache.commons.math4.rng.internal.util.SeedFactory;
+import org.apache.commons.math4.rng.internal.util.NoOpConverter;
+import org.apache.commons.math4.rng.internal.util.Int2Long;
+import org.apache.commons.math4.rng.internal.util.Long2Int;
+import org.apache.commons.math4.rng.internal.util.Long2IntArray;
+import org.apache.commons.math4.rng.internal.util.Long2LongArray;
+import org.apache.commons.math4.rng.internal.util.IntArray2LongArray;
+import org.apache.commons.math4.rng.internal.util.LongArray2IntArray;
+import org.apache.commons.math4.rng.internal.util.LongArray2Long;
+import org.apache.commons.math4.rng.internal.util.IntArray2Int;
+import org.apache.commons.math4.rng.internal.util.SeedConverter;
+import org.apache.commons.math4.rng.internal.util.SeedConverterComposer;
+import org.apache.commons.math4.rng.internal.source32.JDKRandom;
+import org.apache.commons.math4.rng.internal.source32.Well512a;
+import org.apache.commons.math4.rng.internal.source32.Well1024a;
+import org.apache.commons.math4.rng.internal.source32.Well19937a;
+import org.apache.commons.math4.rng.internal.source32.Well19937c;
+import org.apache.commons.math4.rng.internal.source32.Well44497a;
+import org.apache.commons.math4.rng.internal.source32.Well44497b;
+import org.apache.commons.math4.rng.internal.source32.ISAACRandom;
+import org.apache.commons.math4.rng.internal.source32.MersenneTwister;
+import org.apache.commons.math4.rng.internal.source64.SplitMix64;
+import org.apache.commons.math4.rng.internal.source64.XorShift1024Star;
+import org.apache.commons.math4.rng.internal.source64.TwoCmres;
+import org.apache.commons.math4.rng.internal.source64.MersenneTwister64;
+
+/**
+ * RNG builder.
+ * <p>
+ * It uses reflection to find the factory method of the RNG implementation,
+ * and performs seed type conversions.
+ * </p>
+ */
+public class ProviderBuilder {
+    /** Length of the seed array (for random seed). */
+    private static final int RANDOM_SEED_ARRAY_SIZE = 128;
+    /** Seed converter. */
+    private static final Long2Int LONG_TO_INT = new Long2Int();
+    /** Seed converter. */
+    private static final Int2Long INT_TO_LONG = new Int2Long();
+    /** Seed converter. */
+    private static final Long2IntArray LONG_TO_INT_ARRAY = new Long2IntArray(RANDOM_SEED_ARRAY_SIZE);
+    /** Seed converter. */
+    private static final Long2LongArray LONG_TO_LONG_ARRAY = new Long2LongArray(RANDOM_SEED_ARRAY_SIZE);
+    /** Seed converter. */
+    private static final LongArray2Long LONG_ARRAY_TO_LONG = new LongArray2Long();
+    /** Seed converter. */
+    private static final IntArray2Int INT_ARRAY_TO_INT = new IntArray2Int();
+    /** Seed converter. */
+    private static final LongArray2IntArray LONG_ARRAY_TO_INT_ARRAY = new LongArray2IntArray();
+    /** Seed converter. */
+    private static final IntArray2LongArray INT_ARRAY_TO_LONG_ARRAY = new IntArray2LongArray();
+    /** Map to convert "Integer" seeds. */
+    private static final Map<Class<?>, SeedConverter<Integer,?>> CONV_INT = new HashMap<>();
+    /** Map to convert "int[]" seeds. */
+    private static final Map<Class<?>, SeedConverter<int[],?>> CONV_INT_ARRAY = new HashMap<>();
+    /** Map to convert "Long" seeds. */
+    private static final Map<Class<?>, SeedConverter<Long,?>> CONV_LONG = new HashMap<>();
+    /** Map to convert "long[]" seeds. */
+    private static final Map<Class<?>, SeedConverter<long[],?>> CONV_LONG_ARRAY = new HashMap<>();
+
+    static {
+        // Input seed type is "Long".
+        // Key is the implementation's "native" seed type.
+        CONV_LONG.put(Integer.class, LONG_TO_INT);
+        CONV_LONG.put(Long.class, new NoOpConverter<Long>());
+        CONV_LONG.put(int[].class, LONG_TO_INT_ARRAY);
+        CONV_LONG.put(long[].class, LONG_TO_LONG_ARRAY);
+
+        // Input seed type is "Integer".
+        // Key is the implementation's "native" seed type.
+        CONV_INT.put(Integer.class, new NoOpConverter<Integer>());
+        CONV_INT.put(Long.class, INT_TO_LONG);
+        CONV_INT.put(int[].class, new SeedConverterComposer<Integer,Long,int[]>(INT_TO_LONG, LONG_TO_INT_ARRAY));
+        CONV_INT.put(long[].class, new SeedConverterComposer<Integer,Long,long[]>(INT_TO_LONG, LONG_TO_LONG_ARRAY));
+
+        // Input seed type is "int[]".
+        // Key is the implementation's "native" seed type.
+        CONV_INT_ARRAY.put(Integer.class, INT_ARRAY_TO_INT);
+        CONV_INT_ARRAY.put(Long.class, new SeedConverterComposer<int[],Integer,Long>(INT_ARRAY_TO_INT, INT_TO_LONG));
+        CONV_INT_ARRAY.put(int[].class, new NoOpConverter<int[]>());
+        CONV_INT_ARRAY.put(long[].class, INT_ARRAY_TO_LONG_ARRAY);
+
+        // Input seed type is "long[]".
+        // Key is the implementation's "native" seed type.
+        CONV_LONG_ARRAY.put(Integer.class, new SeedConverterComposer<long[],Long,Integer>(LONG_ARRAY_TO_LONG, LONG_TO_INT));
+        CONV_LONG_ARRAY.put(Long.class, LONG_ARRAY_TO_LONG);
+        CONV_LONG_ARRAY.put(int[].class, LONG_ARRAY_TO_INT_ARRAY);
+        CONV_LONG_ARRAY.put(long[].class, new NoOpConverter<long[]>());
+    }
+
+    /**
+     * Class only contains static method.
+     */
+    private ProviderBuilder() {}
+
+    /**
+     * Creates a RNG instance.
+     *
+     * @param source RNG specification.
+     * @param seed Seed value.  It can be {@code null} (in which case a
+     * random value will be used).
+     * @param args Additional arguments to the implementation's constructor.
+     * @return a new RNG instance.
+     * @throws MathUnsupportedOperationException if the seed type is
+     * invalid.
+     */
+    public static UniformRandomProvider create(RandomSourceInternal source,
+                                               Object seed,
+                                               Object[] args) {
+        // Convert seed to native type.
+        final Object nativeSeed = createSeed(source, seed);
+
+        // Build a single array with all the arguments to be passed
+        // (in the right order) to the constructor.
+        final List<Object> all = new ArrayList<>();
+        all.add(nativeSeed);
+        if (args != null) {
+            all.addAll(Arrays.asList(args));
+        }
+
+        // Instantiate.
+        return create(createConstructor(source), all.toArray());
+    }
+
+    /**
+     * Creates a native seed from any of the supported seed types.
+     *
+     * @param source Source.
+     * @param seed Input seed.
+     * @return the native seed.
+     * @throw MathUnsupportedOperationException if the {@code seed} type
+     * is invalid.
+     */
+    private static Object createSeed(RandomSourceInternal source,
+                                     Object seed) {
+        Object nativeSeed = null;
+
+        if (seed == null) {
+            // Create a random seed of the appropriate native type.
+
+            if (source.getSeed().equals(Integer.class)) {
+                nativeSeed = SeedFactory.createInt();
+            } else if (source.getSeed().equals(Long.class)) {
+                nativeSeed = SeedFactory.createLong();
+            } else if (source.getSeed().equals(int[].class)) {
+                nativeSeed = SeedFactory.createIntArray(RANDOM_SEED_ARRAY_SIZE);
+            } else if (source.getSeed().equals(long[].class)) {
+                nativeSeed = SeedFactory.createLongArray(RANDOM_SEED_ARRAY_SIZE);
+            }
+        } else {
+            // Convert to native type.
+
+            if (seed instanceof Integer) {
+                nativeSeed = CONV_INT.get(source.getSeed()).convert((Integer) seed);
+            } else if (seed instanceof Long) {
+                nativeSeed = CONV_LONG.get(source.getSeed()).convert((Long) seed);
+            } else if (seed instanceof int[]) {
+                nativeSeed = CONV_INT_ARRAY.get(source.getSeed()).convert((int[]) seed);
+            } else if (seed instanceof long[]) {
+                nativeSeed = CONV_LONG_ARRAY.get(source.getSeed()).convert((long[]) seed);
+            }
+
+            if (nativeSeed == null) {
+                // Since the input seed was not null, getting here means that
+                // no suitable converter is present in the maps.
+                throw new MathUnsupportedOperationException();
+            }
+
+            if (!source.isNativeSeed(nativeSeed)) {
+                // Conversion setup is wrong.
+                throw new MathInternalError();
+            }
+        }
+
+        return nativeSeed;
+    }
+
+    /**
+     * Creates a constructor.
+     *
+     * @param source RNG specification.
+     * @return a RNG constructor.
+     */
+    private static Constructor<?> createConstructor(RandomSourceInternal source) {
+        try {
+            return source.getRng().getConstructor(source.getArgs());
+        } catch (NoSuchMethodException e) {
+            // Info in "RandomSourceInternal" is inconsistent with the
+            // constructor of the implementation.
+            throw new MathInternalError(e);
+        }
+    }
+
+    /**
+     * Creates a RNG.
+     *
+     * @param rng RNG specification.
+     * @param args Arguments to the implementation's constructor.
+     * @return a new RNG instance.
+     */
+    private static UniformRandomProvider create(Constructor<?> rng,
+                                                Object[] args) {
+        try {
+            return (UniformRandomProvider) rng.newInstance(args);
+        } catch (InvocationTargetException |
+                 InstantiationException |
+                 IllegalArgumentException |
+                 IllegalAccessException e) {
+            throw new MathInternalError(e);
+        }
+    }
+
+    /**
+     * Identifiers of the generators.
+     */
+    public enum RandomSourceInternal {
+        /** Source of randomness is {@link JDKRandom}. */
+        JDK(JDKRandom.class,
+            Long.class),
+        /** Source of randomness is {@link Well512a}. */
+        WELL_512_A(Well512a.class,
+                   int[].class),
+        /** Source of randomness is {@link Well1024a}. */
+        WELL_1024_A(Well1024a.class,
+                    int[].class),
+        /** Source of randomness is {@link Well19937a}. */
+        WELL_19937_A(Well19937a.class,
+                     int[].class),
+        /** Source of randomness is {@link Well19937c}. */
+        WELL_19937_C(Well19937c.class,
+                     int[].class),
+        /** Source of randomness is {@link Well44497a}. */
+        WELL_44497_A(Well44497a.class,
+                     int[].class),
+        /** Source of randomness is {@link Well44497b}. */
+        WELL_44497_B(Well44497b.class,
+                     int[].class),
+        /** Source of randomness is {@link MersenneTwister}. */
+        MT(MersenneTwister.class,
+           int[].class),
+        /** Source of randomness is {@link ISAACRandom}. */
+        ISAAC(ISAACRandom.class,
+              int[].class),
+        /** Source of randomness is {@link SplitMix64}. */
+        SPLIT_MIX_64(SplitMix64.class,
+                     Long.class),
+        /** Source of randomness is {@link XorShift1024Star}. */
+        XOR_SHIFT_1024_S(XorShift1024Star.class,
+                         long[].class),
+        /** Source of randomness is {@link TwoCmres}. */
+        TWO_CMRES(TwoCmres.class,
+                  Integer.class),
+        /**
+         * Source of randomness is {@link TwoCmres} with explicit selection
+         * of the two subcycle generators.
+         */
+        TWO_CMRES_SELECT(TwoCmres.class,
+                         Integer.class,
+                         Integer.TYPE,
+                         Integer.TYPE),
+        /** Source of randomness is {@link MersenneTwister64}. */
+        MT_64(MersenneTwister64.class,
+              long[].class);
+
+        /** Source type. */
+        private final Class<? extends UniformRandomProvider> rng;
+        /** Data needed to build the generator. */
+        private final Class<?>[] args;
+
+        /**
+         * @param rng Source type.
+         * @param args Data needed to create a generator instance.
+         * The first element must be the native seed type.
+         */
+        RandomSourceInternal(Class<? extends UniformRandomProvider> rng,
+                             Class<?> ... args) {
+            this.rng = rng;
+            this.args = Arrays.copyOf(args, args.length);
+        }
+
+        /**
+         * @return the source type.
+         */
+        public Class<?> getRng() {
+            return rng;
+        }
+
+        /**
+         * @return the seed type.
+         */
+        Class<?> getSeed() {
+            return args[0];
+        }
+
+        /**
+         * @return the data needed to build the generator.
+         */
+        Class<?>[] getArgs() {
+            return args;
+        }
+
+        /**
+         * Checks whether the type of given {@code seed} is the native type
+         * of the implementation.
+         *
+         * @param <SEED> Seed type.
+         *
+         * @param seed Seed value.
+         * @return {@code true} if the seed can be passed to the builder
+         * for this RNG type.
+         */
+        public <SEED> boolean isNativeSeed(SEED seed) {
+            return getSeed().equals(seed.getClass());
+        }
+    }
+}
diff --git a/src/main/java/org/apache/commons/math4/rng/internal/StateSettable.java b/src/main/java/org/apache/commons/math4/rng/internal/StateSettable.java
new file mode 100644
index 000000000..6c7e7a565
--- /dev/null
+++ b/src/main/java/org/apache/commons/math4/rng/internal/StateSettable.java
@@ -0,0 +1,49 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one or more
+ * contributor license agreements.  See the NOTICE file distributed with
+ * this work for additional information regarding copyright ownership.
+ * The ASF licenses this file to You under the Apache License, Version 2.0
+ * (the "License"); you may not use this file except in compliance with
+ * the License.  You may obtain a copy of the License at
+ *
+ *      http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package org.apache.commons.math4.rng.internal;
+
+import org.apache.commons.math4.rng.RandomSource;
+
+/**
+ * Indicates that the state of the instance can be saved and restored.
+ *
+ * @since 4.0
+ */
+public interface StateSettable {
+    /**
+     * Sets the instance's state.
+     *
+     * @param state State. The given argument must have been retrieved
+     * by a call to {@link #getState()}.
+     *
+     * @throws org.apache.commons.math4.exception.MathUnsupportedOperationException
+     * if not implemented.
+     */
+    void setState(RandomSource.State state);
+
+    /**
+     * Gets the instance's state.
+     *
+     * @return the current state. The given argument can then be passed
+     * to {@link #setState(RandomSource.State)} in order to recover the
+     * current state.
+     *
+     * @throws org.apache.commons.math4.exception.MathUnsupportedOperationException
+     * if not implemented.
+     */
+     RandomSource.State getState();
+}
diff --git a/src/main/java/org/apache/commons/math4/rng/internal/package-info.java b/src/main/java/org/apache/commons/math4/rng/internal/package-info.java
new file mode 100644
index 000000000..47ad828e7
--- /dev/null
+++ b/src/main/java/org/apache/commons/math4/rng/internal/package-info.java
@@ -0,0 +1,51 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one or more
+ * contributor license agreements.  See the NOTICE file distributed with
+ * this work for additional information regarding copyright ownership.
+ * The ASF licenses this file to You under the Apache License, Version 2.0
+ * (the "License"); you may not use this file except in compliance with
+ * the License.  You may obtain a copy of the License at
+ *
+ *      http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+/**
+ * <h3>Base classes for the {@link org.apache.commons.math4.rng.UniformRandomProvider
+ * generation of uniformly distributed random numbers}.
+ * </h3>
+ *
+ * <p>
+ * <b>For internal use only:</b> Direct access to classes in this package
+ * and below, is discouraged, as they could be modified without notice.
+ * </p>
+ *
+ * <p><b>Notes for developers</b></p>
+ *
+ * <p>
+ * This package contains the common functionality.
+ * <br>
+ * Implementations that produce
+ * {@link org.apache.commons.math4.rng.internal.source32.RandomIntSource int}
+ * values are defined in the
+ * {@link org.apache.commons.math4.rng.internal.source32 source32} package.
+ * <br>
+ * Implementations that produce
+ * {@link org.apache.commons.math4.rng.internal.source64.RandomLongSource long}
+ * values are defined in the
+ * {@link org.apache.commons.math4.rng.internal.source64 source64} package.
+ * </p>
+ *
+ * <p>
+ * Each implementation must have an identifier in
+ * {@link org.apache.commons.math4.rng.internal.ProviderBuilder.RandomSourceInternal}
+ * which must be referred to from the {@link org.apache.commons.math4.rng.RandomSource public API}.
+ * </p>
+ */
+
+package org.apache.commons.math4.rng.internal;
diff --git a/src/main/java/org/apache/commons/math4/rng/internal/source32/AbstractWell.java b/src/main/java/org/apache/commons/math4/rng/internal/source32/AbstractWell.java
new file mode 100644
index 000000000..c9737db17
--- /dev/null
+++ b/src/main/java/org/apache/commons/math4/rng/internal/source32/AbstractWell.java
@@ -0,0 +1,208 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one or more
+ * contributor license agreements.  See the NOTICE file distributed with
+ * this work for additional information regarding copyright ownership.
+ * The ASF licenses this file to You under the Apache License, Version 2.0
+ * (the "License"); you may not use this file except in compliance with
+ * the License.  You may obtain a copy of the License at
+ *
+ *      http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package org.apache.commons.math4.rng.internal.source32;
+
+import java.util.Arrays;
+import org.apache.commons.math4.exception.InsufficientDataException;
+import org.apache.commons.math4.rng.internal.util.NumberFactory;
+
+/**
+ * This abstract class implements the WELL class of pseudo-random number
+ * generator from Fran&ccedil;ois Panneton, Pierre L'Ecuyer and Makoto
+ * Matsumoto.
+ * <p>
+ * This generator is described in a paper by Fran&ccedil;ois Panneton,
+ * Pierre L'Ecuyer and Makoto Matsumoto
+ * <a href="http://www.iro.umontreal.ca/~lecuyer/myftp/papers/wellrng.pdf">
+ * Improved Long-Period Generators Based on Linear Recurrences Modulo 2</a>
+ * ACM Transactions on Mathematical Software, 32, 1 (2006).
+ * The errata for the paper are in
+ * <a href="http://www.iro.umontreal.ca/~lecuyer/myftp/papers/wellrng-errata.txt">wellrng-errata.txt</a>.
+ * </p>
+ *
+ * @see <a href="http://www.iro.umontreal.ca/~panneton/WELLRNG.html">WELL Random number generator</a>
+ *
+ * @since 4.0
+ */
+public abstract class AbstractWell extends IntProvider {
+    /** Current index in the bytes pool. */
+    protected int index;
+    /** Bytes pool. */
+    protected final int[] v;
+
+    /**
+     * Creates a new random number generator using an int array seed.
+     *
+     * @param k Number of bits in the pool (not necessarily a multiple of 32).
+     * @param seed Initial seed.
+     */
+    protected AbstractWell(final int k,
+                           final int[] seed) {
+        final int r = calculateBlockCount(k);
+        v = new int[r];
+        index = 0;
+
+        // Initialize the pool content.
+        setSeedInternal(seed);
+    }
+
+    /** {@inheritDoc} */
+    @Override
+    protected byte[] getStateInternal() {
+        final int[] s = Arrays.copyOf(v, v.length + 1);
+        s[v.length] = index;
+
+        return NumberFactory.makeByteArray(s);
+    }
+
+    /** {@inheritDoc} */
+    @Override
+    protected void setStateInternal(byte[] s) {
+        if (s.length != (v.length + 1) * 4) {
+            throw new InsufficientDataException();
+        }
+
+        final int[] tmp = NumberFactory.makeIntArray(s);
+
+        System.arraycopy(tmp, 0, v, 0, v.length);
+        index = tmp[v.length];
+    }
+
+    /**
+     * Reinitialize the generator as if just built with the given int array seed.
+     *
+     * <p>The state of the generator is exactly the same as a new generator built
+     * with the same seed.</p>
+     *
+     * @param seed Seed. Cannot be null.
+     */
+    private void setSeedInternal(final int[] seed) {
+        System.arraycopy(seed, 0, v, 0, Math.min(seed.length, v.length));
+
+        if (seed.length < v.length) {
+            for (int i = seed.length; i < v.length; ++i) {
+                final long current = v[i - seed.length];
+                v[i] = (int) ((1812433253L * (current ^ (current >> 30)) + i) & 0xffffffffL);
+            }
+        }
+
+        index = 0;
+    }
+
+    /**
+     * Calculate the number of 32-bits blocks.
+     *
+     * @param k Number of bits in the pool (not necessarily a multiple of 32).
+     * @return the number of 32-bits blocks.
+     */
+    private static int calculateBlockCount(final int k) {
+        // the bits pool contains k bits, k = r w - p where r is the number
+        // of w bits blocks, w is the block size (always 32 in the original paper)
+        // and p is the number of unused bits in the last block
+        final int w = 32;
+        final int r = (k + w - 1) / w;
+        return r;
+    }
+
+    /**
+     * Inner class used to store the indirection index table which is fixed for a given
+     * type of WELL class of pseudo-random number generator.
+     */
+    protected static final class IndexTable {
+        /** Index indirection table giving for each index its predecessor taking table size into account. */
+        private final int[] iRm1;
+        /** Index indirection table giving for each index its second predecessor taking table size into account. */
+        private final int[] iRm2;
+        /** Index indirection table giving for each index the value index + m1 taking table size into account. */
+        private final int[] i1;
+        /** Index indirection table giving for each index the value index + m2 taking table size into account. */
+        private final int[] i2;
+        /** Index indirection table giving for each index the value index + m3 taking table size into account. */
+        private final int[] i3;
+
+        /** Creates a new pre-calculated indirection index table.
+         * @param k number of bits in the pool (not necessarily a multiple of 32)
+         * @param m1 first parameter of the algorithm
+         * @param m2 second parameter of the algorithm
+         * @param m3 third parameter of the algorithm
+         */
+        public IndexTable(final int k, final int m1, final int m2, final int m3) {
+
+            final int r = calculateBlockCount(k);
+
+            // precompute indirection index tables. These tables are used for optimizing access
+            // they allow saving computations like "(j + r - 2) % r" with costly modulo operations
+            iRm1 = new int[r];
+            iRm2 = new int[r];
+            i1 = new int[r];
+            i2 = new int[r];
+            i3 = new int[r];
+            for (int j = 0; j < r; ++j) {
+                iRm1[j] = (j + r - 1) % r;
+                iRm2[j] = (j + r - 2) % r;
+                i1[j] = (j + m1) % r;
+                i2[j] = (j + m2) % r;
+                i3[j] = (j + m3) % r;
+            }
+        }
+
+        /**
+         * Returns the predecessor of the given index modulo the table size.
+         * @param index the index to look at
+         * @return (index - 1) % table size
+         */
+        public int getIndexPred(final int index) {
+            return iRm1[index];
+        }
+
+        /**
+         * Returns the second predecessor of the given index modulo the table size.
+         * @param index the index to look at
+         * @return (index - 2) % table size
+         */
+        public int getIndexPred2(final int index) {
+            return iRm2[index];
+        }
+
+        /**
+         * Returns index + M1 modulo the table size.
+         * @param index the index to look at
+         * @return (index + M1) % table size
+         */
+        public int getIndexM1(final int index) {
+            return i1[index];
+        }
+
+        /**
+         * Returns index + M2 modulo the table size.
+         * @param index the index to look at
+         * @return (index + M2) % table size
+         */
+        public int getIndexM2(final int index) {
+            return i2[index];
+        }
+
+        /**
+         * Returns index + M3 modulo the table size.
+         * @param index the index to look at
+         * @return (index + M3) % table size
+         */
+        public int getIndexM3(final int index) {
+            return i3[index];
+        }
+    }
+}
diff --git a/src/main/java/org/apache/commons/math4/rng/internal/source32/ISAACRandom.java b/src/main/java/org/apache/commons/math4/rng/internal/source32/ISAACRandom.java
new file mode 100644
index 000000000..c7dd73aec
--- /dev/null
+++ b/src/main/java/org/apache/commons/math4/rng/internal/source32/ISAACRandom.java
@@ -0,0 +1,270 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one or more
+ * contributor license agreements.  See the NOTICE file distributed with
+ * this work for additional information regarding copyright ownership.
+ * The ASF licenses this file to You under the Apache License, Version 2.0
+ * (the "License"); you may not use this file except in compliance with
+ * the License.  You may obtain a copy of the License at
+ *
+ *      http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package org.apache.commons.math4.rng.internal.source32;
+
+import java.util.Arrays;
+import org.apache.commons.math4.exception.InsufficientDataException;
+import org.apache.commons.math4.rng.internal.util.NumberFactory;
+
+/**
+ * A fast cryptographic pseudo-random number generator.
+ * <p>
+ * ISAAC (Indirection, Shift, Accumulate, Add, and Count) generates 32-bit
+ * random numbers.
+ * ISAAC has been designed to be cryptographically secure and is inspired
+ * by RC4.
+ * Cycles are guaranteed to be at least 2<sup>40</sup> values long, and they
+ * are 2<sup>8295</sup> values long on average.
+ * The results are uniformly distributed, unbiased, and unpredictable unless
+ * you know the seed.
+ * <p>
+ * This code is based (with minor changes and improvements) on the original
+ * implementation of the algorithm by Bob Jenkins.
+ *
+ * @see <a href="http://burtleburtle.net/bob/rand/isaacafa.html">
+ * ISAAC: a fast cryptographic pseudo-random number generator</a>
+ *
+ * @since 4.0
+ */
+public class ISAACRandom extends IntProvider {
+    /** Log of size of rsl[] and mem[] */
+    private static final int SIZE_L = 8;
+    /** Size of rsl[] and mem[] */
+    private static final int SIZE = 1 << SIZE_L;
+    /** Half-size of rsl[] and mem[] */
+    private static final int H_SIZE = SIZE >> 1;
+    /** For pseudo-random lookup */
+    private static final int MASK = SIZE - 1 << 2;
+    /** The golden ratio */
+    private static final int GLD_RATIO = 0x9e3779b9;
+    /** The results given to the user */
+    private final int[] rsl = new int[SIZE];
+    /** The internal state */
+    private final int[] mem = new int[SIZE];
+    /** Count through the results in rsl[] */
+    private int count;
+    /** Accumulator */
+    private int isaacA;
+    /** The last result */
+    private int isaacB;
+    /** Counter, guarantees cycle is at least 2^40 */
+    private int isaacC;
+    /** Service variable. */
+    private final int[] arr = new int[8];
+    /** Service variable. */
+    private int isaacX;
+    /** Service variable. */
+    private int isaacI;
+    /** Service variable. */
+    private int isaacJ;
+
+    /**
+     * Creates a new ISAAC random number generator.
+     *
+     * @param seed Initial seed
+     */
+    public ISAACRandom(int[] seed) {
+        setSeedInternal(seed);
+    }
+
+    /** {@inheritDoc} */
+    @Override
+    protected byte[] getStateInternal() {
+        final int[] sRsl = Arrays.copyOf(rsl, SIZE);
+        final int[] sMem = Arrays.copyOf(mem, SIZE);
+        final int[] sRem = Arrays.copyOf(new int[] { count, isaacA, isaacB, isaacC }, 4);
+
+        final int[] s = new int[2 * SIZE + sRem.length];
+        System.arraycopy(sRsl, 0, s, 0, SIZE);
+        System.arraycopy(sMem, 0, s, SIZE, SIZE);
+        System.arraycopy(sRem, 0, s, 2 * SIZE, sRem.length);
+
+        return NumberFactory.makeByteArray(s);
+    }
+
+    /** {@inheritDoc} */
+    @Override
+    protected void setStateInternal(byte[] s) {
+        if (s.length != (2 * SIZE + 4) * 4) {
+            throw new InsufficientDataException();
+        }
+
+        final int[] tmp = NumberFactory.makeIntArray(s);
+
+        System.arraycopy(tmp, 0, rsl, 0, SIZE);
+        System.arraycopy(tmp, SIZE, mem, 0, SIZE);
+        final int offset = 2 * SIZE;
+        count = tmp[offset];
+        isaacA = tmp[offset + 1];
+        isaacB = tmp[offset + 2];
+        isaacC = tmp[offset + 3];
+    }
+
+    /**
+     * Reseeds the RNG.
+     *
+     * @param seed Seed. Cannot be null.
+     */
+    private void setSeedInternal(int[] seed) {
+        final int seedLen = seed.length;
+        final int rslLen = rsl.length;
+        System.arraycopy(seed, 0, rsl, 0, Math.min(seedLen, rslLen));
+        if (seedLen < rslLen) {
+            for (int j = seedLen; j < rslLen; j++) {
+                long k = rsl[j - seedLen];
+                rsl[j] = (int) (0x6c078965L * (k ^ k >> 30) + j & 0xffffffffL);
+            }
+        }
+        initState();
+    }
+
+    /** {@inheritDoc} */
+    @Override
+    public int next() {
+        if (count < 0) {
+            isaac();
+            count = SIZE - 1;
+        }
+        return rsl[count--];
+    }
+
+    /** Generate 256 results */
+    private void isaac() {
+        isaacI = 0;
+        isaacJ = H_SIZE;
+        isaacB += ++isaacC;
+        while (isaacI < H_SIZE) {
+            isaac2();
+        }
+        isaacJ = 0;
+        while (isaacJ < H_SIZE) {
+            isaac2();
+        }
+    }
+
+    /** Intermediate internal loop. */
+    private void isaac2() {
+        isaacX = mem[isaacI];
+        isaacA ^= isaacA << 13;
+        isaacA += mem[isaacJ++];
+        isaac3();
+        isaacX = mem[isaacI];
+        isaacA ^= isaacA >>> 6;
+        isaacA += mem[isaacJ++];
+        isaac3();
+        isaacX = mem[isaacI];
+        isaacA ^= isaacA << 2;
+        isaacA += mem[isaacJ++];
+        isaac3();
+        isaacX = mem[isaacI];
+        isaacA ^= isaacA >>> 16;
+        isaacA += mem[isaacJ++];
+        isaac3();
+    }
+
+    /** Lowest level internal loop. */
+    private void isaac3() {
+        mem[isaacI] = mem[(isaacX & MASK) >> 2] + isaacA + isaacB;
+        isaacB = mem[(mem[isaacI] >> SIZE_L & MASK) >> 2] + isaacX;
+        rsl[isaacI++] = isaacB;
+    }
+
+    /** Initialize, or reinitialize, this instance of rand. */
+    private void initState() {
+        isaacA = 0;
+        isaacB = 0;
+        isaacC = 0;
+        for (int j = 0; j < arr.length; j++) {
+            arr[j] = GLD_RATIO;
+        }
+        for (int j = 0; j < 4; j++) {
+            shuffle();
+        }
+        // fill in mem[] with messy stuff
+        for (int j = 0; j < SIZE; j += 8) {
+            arr[0] += rsl[j];
+            arr[1] += rsl[j + 1];
+            arr[2] += rsl[j + 2];
+            arr[3] += rsl[j + 3];
+            arr[4] += rsl[j + 4];
+            arr[5] += rsl[j + 5];
+            arr[6] += rsl[j + 6];
+            arr[7] += rsl[j + 7];
+            shuffle();
+            setState(j);
+        }
+        // second pass makes all of seed affect all of mem
+        for (int j = 0; j < SIZE; j += 8) {
+            arr[0] += mem[j];
+            arr[1] += mem[j + 1];
+            arr[2] += mem[j + 2];
+            arr[3] += mem[j + 3];
+            arr[4] += mem[j + 4];
+            arr[5] += mem[j + 5];
+            arr[6] += mem[j + 6];
+            arr[7] += mem[j + 7];
+            shuffle();
+            setState(j);
+        }
+        isaac();
+        count = SIZE - 1;
+    }
+
+    /** Shuffle array. */
+    private void shuffle() {
+        arr[0] ^= arr[1] << 11;
+        arr[3] += arr[0];
+        arr[1] += arr[2];
+        arr[1] ^= arr[2] >>> 2;
+        arr[4] += arr[1];
+        arr[2] += arr[3];
+        arr[2] ^= arr[3] << 8;
+        arr[5] += arr[2];
+        arr[3] += arr[4];
+        arr[3] ^= arr[4] >>> 16;
+        arr[6] += arr[3];
+        arr[4] += arr[5];
+        arr[4] ^= arr[5] << 10;
+        arr[7] += arr[4];
+        arr[5] += arr[6];
+        arr[5] ^= arr[6] >>> 4;
+        arr[0] += arr[5];
+        arr[6] += arr[7];
+        arr[6] ^= arr[7] << 8;
+        arr[1] += arr[6];
+        arr[7] += arr[0];
+        arr[7] ^= arr[0] >>> 9;
+        arr[2] += arr[7];
+        arr[0] += arr[1];
+    }
+
+    /** Set the state by copying the internal arrays.
+     *
+     * @param start First index into {@link #mem} array.
+     */
+    private void setState(int start) {
+        mem[start] = arr[0];
+        mem[start + 1] = arr[1];
+        mem[start + 2] = arr[2];
+        mem[start + 3] = arr[3];
+        mem[start + 4] = arr[4];
+        mem[start + 5] = arr[5];
+        mem[start + 6] = arr[6];
+        mem[start + 7] = arr[7];
+    }
+}
diff --git a/src/main/java/org/apache/commons/math4/rng/internal/source32/IntProvider.java b/src/main/java/org/apache/commons/math4/rng/internal/source32/IntProvider.java
new file mode 100644
index 000000000..bae33fc78
--- /dev/null
+++ b/src/main/java/org/apache/commons/math4/rng/internal/source32/IntProvider.java
@@ -0,0 +1,137 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one or more
+ * contributor license agreements.  See the NOTICE file distributed with
+ * this work for additional information regarding copyright ownership.
+ * The ASF licenses this file to You under the Apache License, Version 2.0
+ * (the "License"); you may not use this file except in compliance with
+ * the License.  You may obtain a copy of the License at
+ *
+ *      http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package org.apache.commons.math4.rng.internal.source32;
+
+import org.apache.commons.math4.exception.OutOfRangeException;
+import org.apache.commons.math4.rng.internal.util.NumberFactory;
+import org.apache.commons.math4.rng.internal.BaseProvider;
+
+/**
+ * Base class for all implementations that provide an {@code int}-based
+ * source randomness.
+ */
+public abstract class IntProvider
+    extends BaseProvider
+    implements RandomIntSource {
+
+    /** {@inheritDoc} */
+    @Override
+    public abstract int next();
+
+    /** {@inheritDoc} */
+    @Override
+    public int nextInt() {
+        return next();
+    }
+
+    /** {@inheritDoc} */
+    @Override
+    public boolean nextBoolean() {
+        return NumberFactory.makeBoolean(nextInt());
+    }
+
+    /** {@inheritDoc} */
+    @Override
+    public double nextDouble() {
+        return NumberFactory.makeDouble(nextInt(), nextInt());
+    }
+
+    /** {@inheritDoc} */
+    @Override
+    public float nextFloat() {
+        return NumberFactory.makeFloat(nextInt());
+    }
+
+    /** {@inheritDoc} */
+    @Override
+    public long nextLong() {
+        return NumberFactory.makeLong(nextInt(), nextInt());
+    }
+
+    /** {@inheritDoc} */
+    @Override
+    public void nextBytes(byte[] bytes) {
+        nextBytesFill(this, bytes, 0, bytes.length);
+    }
+
+    /** {@inheritDoc} */
+    @Override
+    public void nextBytes(byte[] bytes,
+                          int start,
+                          int len) {
+        if (start < 0 ||
+            start >= bytes.length) {
+            throw new OutOfRangeException(start, 0, bytes.length);
+        }
+        if (len < 0 ||
+            len > bytes.length - start) {
+            throw new OutOfRangeException(len, 0, bytes.length - start);
+        }
+
+        nextBytesFill(this, bytes, start, len);
+    }
+
+    /**
+     * Generates random bytes and places them into a user-supplied array.
+     *
+     * <p>
+     * The array is filled with bytes extracted from random {@code int} values.
+     * This implies that the number of random bytes generated may be larger than
+     * the length of the byte array.
+     * </p>
+     *
+     * @param source Source of randomness.
+     * @param bytes Array in which to put the generated bytes. Cannot be null.
+     * @param start Index at which to start inserting the generated bytes.
+     * @param len Number of bytes to insert.
+     */
+    static void nextBytesFill(RandomIntSource source,
+                              byte[] bytes,
+                              int start,
+                              int len) {
+        int index = start; // Index of first insertion.
+
+        // Index of first insertion plus multiple of 4 part of length
+        // (i.e. length with 2 least significant bits unset).
+        final int indexLoopLimit = index + (len & 0x7ffffffc);
+
+        // Start filling in the byte array, 4 bytes at a time.
+        while (index < indexLoopLimit) {
+            final int random = source.next();
+            bytes[index++] = (byte) random;
+            bytes[index++] = (byte) (random >>> 8);
+            bytes[index++] = (byte) (random >>> 16);
+            bytes[index++] = (byte) (random >>> 24);
+        }
+
+        final int indexLimit = start + len; // Index of last insertion + 1.
+
+        // Fill in the remaining bytes.
+        if (index < indexLimit) {
+            int random = source.next();
+            while (true) {
+                bytes[index++] = (byte) random;
+                if (index < indexLimit) {
+                    random >>>= 8;
+                } else {
+                    break;
+                }
+            }
+        }
+    }
+}
diff --git a/src/main/java/org/apache/commons/math4/rng/internal/source32/JDKRandom.java b/src/main/java/org/apache/commons/math4/rng/internal/source32/JDKRandom.java
new file mode 100644
index 000000000..e393c123a
--- /dev/null
+++ b/src/main/java/org/apache/commons/math4/rng/internal/source32/JDKRandom.java
@@ -0,0 +1,95 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one or more
+ * contributor license agreements.  See the NOTICE file distributed with
+ * this work for additional information regarding copyright ownership.
+ * The ASF licenses this file to You under the Apache License, Version 2.0
+ * (the "License"); you may not use this file except in compliance with
+ * the License.  You may obtain a copy of the License at
+ *
+ *      http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package org.apache.commons.math4.rng.internal.source32;
+
+import java.util.Random;
+import java.io.IOException;
+import java.io.ObjectOutputStream;
+import java.io.ObjectInputStream;
+import java.io.ByteArrayOutputStream;
+import java.io.ByteArrayInputStream;
+
+/**
+ * A provider that uses the {@link Random#nextInt()} method of the JDK's
+ * {@code Random} class as the source of randomness.
+ *
+ * <p>
+ * <b>Caveat:</b> All the other calls will be redirected to the methods
+ * implemented within this library.
+ * </p>
+ *
+ * <p>
+ * The state of this source of randomness is saved and restored through
+ * the serialization of the {@link Random} instance.
+ * </p>
+ *
+ * @since 4.0
+ */
+public class JDKRandom extends IntProvider {
+    /** Delegate.  Cannot be "final" (to allow serialization). */
+    private Random delegate;
+
+    /**
+     * Creates an instance with the given seed.
+     *
+     * @param seed Initial seed.
+     */
+    public JDKRandom(Long seed) {
+        delegate = new Random(seed);
+    }
+
+    /**
+     * {@inheritDoc}
+     *
+     * @see Random#nextInt()
+     */
+    @Override
+    public int next() {
+        return delegate.nextInt();
+    }
+
+    /** {@inheritDoc} */
+    @Override
+    protected byte[] getStateInternal() {
+        try {
+            final ByteArrayOutputStream bos = new ByteArrayOutputStream();
+            final ObjectOutputStream oos = new ObjectOutputStream(bos);
+
+            // Serialize the "delegate".
+            oos.writeObject(delegate);
+
+            return bos.toByteArray();
+        } catch (IOException e) {
+            // Workaround checked exception.
+            throw new RuntimeException(e);
+        }
+    }
+
+    /** {@inheritDoc} */
+    @Override
+    protected void setStateInternal(byte[] s) {
+        try {
+            final ByteArrayInputStream bis = new ByteArrayInputStream(s);
+            final ObjectInputStream ois = new ObjectInputStream(bis);
+
+            delegate = (Random) ois.readObject();
+        } catch (ClassNotFoundException|IOException e) {
+            // Workaround checked exception.
+            throw new RuntimeException(e);
+        }
+    }
+}
diff --git a/src/main/java/org/apache/commons/math4/rng/internal/source32/MersenneTwister.java b/src/main/java/org/apache/commons/math4/rng/internal/source32/MersenneTwister.java
new file mode 100644
index 000000000..7ae5fd8ba
--- /dev/null
+++ b/src/main/java/org/apache/commons/math4/rng/internal/source32/MersenneTwister.java
@@ -0,0 +1,230 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one or more
+ * contributor license agreements.  See the NOTICE file distributed with
+ * this work for additional information regarding copyright ownership.
+ * The ASF licenses this file to You under the Apache License, Version 2.0
+ * (the "License"); you may not use this file except in compliance with
+ * the License.  You may obtain a copy of the License at
+ *
+ *      http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package org.apache.commons.math4.rng.internal.source32;
+
+import java.util.Arrays;
+import org.apache.commons.math4.exception.InsufficientDataException;
+import org.apache.commons.math4.rng.internal.util.NumberFactory;
+
+/**
+ * This class implements a powerful pseudo-random number generator
+ * developed by Makoto Matsumoto and Takuji Nishimura during
+ * 1996-1997.
+ *
+ * <p>
+ * This generator features an extremely long period
+ * (2<sup>19937</sup>-1) and 623-dimensional equidistribution up to
+ * 32 bits accuracy.  The home page for this generator is located at
+ * <a href="http://www.math.sci.hiroshima-u.ac.jp/~m-mat/MT/emt.html">
+ * http://www.math.sci.hiroshima-u.ac.jp/~m-mat/MT/emt.html</a>.
+ * </p>
+ *
+ * <p>
+ * This generator is described in a paper by Makoto Matsumoto and
+ * Takuji Nishimura in 1998:
+ * <a href="http://www.math.sci.hiroshima-u.ac.jp/~m-mat/MT/ARTICLES/mt.pdf">
+ * Mersenne Twister: A 623-Dimensionally Equidistributed Uniform Pseudo-Random
+ * Number Generator</a>,
+ * ACM Transactions on Modeling and Computer Simulation, Vol. 8, No. 1,
+ * January 1998, pp 3--30
+ * </p>
+ *
+ * <p>
+ * This class is mainly a Java port of the
+ * <a href="http://www.math.sci.hiroshima-u.ac.jp/~m-mat/MT/MT2002/emt19937ar.html">
+ * 2002-01-26 version of the generator</a> written in C by Makoto Matsumoto
+ * and Takuji Nishimura. Here is their original copyright:
+ * </p>
+ *
+ * <table border="0" width="80%" cellpadding="10" align="center" bgcolor="#E0E0E0">
+ * <tr><td>Copyright (C) 1997 - 2002, Makoto Matsumoto and Takuji Nishimura,
+ *     All rights reserved.</td></tr>
+ *
+ * <tr><td>Redistribution and use in source and binary forms, with or without
+ * modification, are permitted provided that the following conditions
+ * are met:
+ * <ol>
+ *   <li>Redistributions of source code must retain the above copyright
+ *       notice, this list of conditions and the following disclaimer.</li>
+ *   <li>Redistributions in binary form must reproduce the above copyright
+ *       notice, this list of conditions and the following disclaimer in the
+ *       documentation and/or other materials provided with the distribution.</li>
+ *   <li>The names of its contributors may not be used to endorse or promote
+ *       products derived from this software without specific prior written
+ *       permission.</li>
+ * </ol></td></tr>
+ *
+ * <tr><td><strong>THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND
+ * CONTRIBUTORS "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES,
+ * INCLUDING, BUT NOT LIMITED TO, THE IMPLIED WARRANTIES OF
+ * MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE
+ * DISCLAIMED.  IN NO EVENT SHALL THE COPYRIGHT OWNER OR CONTRIBUTORS
+ * BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY,
+ * OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
+ * PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
+ * PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY
+ * OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
+ * (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE
+ * USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH
+ * DAMAGE.</strong></td></tr>
+ * </table>
+ *
+ * @since 4.0
+ */
+public class MersenneTwister extends IntProvider {
+    /** Mask 32 most significant bits. */
+    private static final long INT_MASK_LONG = 0xffffffffL;
+    /** Most significant w-r bits. */
+    private static final long UPPER_MASK_LONG = 0x80000000L;
+    /** Least significant r bits */
+    private static final long LOWER_MASK_LONG = 0x7fffffffL;
+    /** Most significant w-r bits. */
+    private static final int UPPER_MASK = 0x80000000;
+    /** Least significant r bits */
+    private static final int LOWER_MASK = 0x7fffffff;
+    /** Size of the bytes pool. */
+    private static final int N = 624;
+    /** Period second parameter. */
+    private static final int M = 397;
+    /** X * MATRIX_A for X = {0, 1}. */
+    private static final int[] MAG01 = { 0x0, 0x9908b0df };
+    /** Bytes pool. */
+    private int[] mt = new int[N];
+    /** Current index in the bytes pool. */
+    private int mti;
+
+    /**
+     * Creates a new random number generator.
+     *
+     * @param seed Initial seed.
+     */
+    public MersenneTwister(int[] seed) {
+        setSeedInternal(seed);
+    }
+
+    /** {@inheritDoc} */
+    @Override
+    protected byte[] getStateInternal() {
+        final int[] s = Arrays.copyOf(mt, N + 1);
+        s[N] = mti;
+
+        return NumberFactory.makeByteArray(s);
+    }
+
+    /** {@inheritDoc} */
+    @Override
+    protected void setStateInternal(byte[] s) {
+        if (s.length != (N + 1) * 4) {
+            throw new InsufficientDataException();
+        }
+
+        final int[] tmp = NumberFactory.makeIntArray(s);
+
+        System.arraycopy(tmp, 0, mt, 0, N);
+        mti = tmp[N];
+    }
+
+    /**
+     * Reinitializes the generator as if just built with the given seed.
+     *
+     * @param seed Initial seed.
+     */
+    private void setSeedInternal(int[] seed) {
+        initState(19650218);
+        int i = 1;
+        int j = 0;
+
+        for (int k = Math.max(N, seed.length); k != 0; k--) {
+            final long l0 = (mt[i] & LOWER_MASK_LONG)   | ((mt[i]   < 0) ? UPPER_MASK_LONG : 0);
+            final long l1 = (mt[i-1] & LOWER_MASK_LONG) | ((mt[i-1] < 0) ? UPPER_MASK_LONG : 0);
+            final long l  = (l0 ^ ((l1 ^ (l1 >> 30)) * 1664525l)) + seed[j] + j; // non linear
+            mt[i]   = (int) (l & INT_MASK_LONG);
+            i++; j++;
+            if (i >= N) {
+                mt[0] = mt[N - 1];
+                i = 1;
+            }
+            if (j >= seed.length) {
+                j = 0;
+            }
+        }
+
+        for (int k = N - 1; k != 0; k--) {
+            final long l0 = (mt[i] & LOWER_MASK_LONG)   | ((mt[i]   < 0) ? UPPER_MASK_LONG : 0);
+            final long l1 = (mt[i-1] & LOWER_MASK_LONG) | ((mt[i-1] < 0) ? UPPER_MASK_LONG : 0);
+            final long l  = (l0 ^ ((l1 ^ (l1 >> 30)) * 1566083941l)) - i; // non linear
+            mt[i]   = (int) (l & INT_MASK_LONG);
+            i++;
+            if (i >= N) {
+                mt[0] = mt[N - 1];
+                i = 1;
+            }
+        }
+
+        mt[0] = UPPER_MASK; // MSB is 1; assuring non-zero initial array
+    }
+
+    /**
+     * Initialize the internal state of this instance.
+     *
+     * @param seed Seed.
+     */
+    private void initState(int seed) {
+        long longMT = seed & INT_MASK_LONG;
+        mt[0]= (int) longMT;
+        for (mti = 1; mti < N; ++mti) {
+            longMT = (1812433253L * (longMT ^ (longMT >> 30)) + mti) & INT_MASK_LONG;
+            mt[mti]= (int) longMT;
+        }
+    }
+
+    /** {@inheritDoc} */
+    @Override
+    public int next() {
+        int y;
+
+        if (mti >= N) { // Generate N words at one time.
+            int mtNext = mt[0];
+            for (int k = 0; k < N - M; ++k) {
+                int mtCurr = mtNext;
+                mtNext = mt[k + 1];
+                y = (mtCurr & UPPER_MASK) | (mtNext & LOWER_MASK);
+                mt[k] = mt[k + M] ^ (y >>> 1) ^ MAG01[y & 1];
+            }
+            for (int k = N - M; k < N - 1; ++k) {
+                int mtCurr = mtNext;
+                mtNext = mt[k + 1];
+                y = (mtCurr & UPPER_MASK) | (mtNext & LOWER_MASK);
+                mt[k] = mt[k + (M - N)] ^ (y >>> 1) ^ MAG01[y & 1];
+            }
+            y = (mtNext & UPPER_MASK) | (mt[0] & LOWER_MASK);
+            mt[N - 1] = mt[M - 1] ^ (y >>> 1) ^ MAG01[y & 1];
+
+            mti = 0;
+        }
+
+        y = mt[mti++];
+
+        // Tempering.
+        y ^=  y >>> 11;
+        y ^= (y << 7) & 0x9d2c5680;
+        y ^= (y << 15) & 0xefc60000;
+        y ^=  y >>> 18;
+
+        return y;
+    }
+}
diff --git a/src/main/java/org/apache/commons/math4/rng/internal/source32/RandomIntSource.java b/src/main/java/org/apache/commons/math4/rng/internal/source32/RandomIntSource.java
new file mode 100644
index 000000000..88f420c7c
--- /dev/null
+++ b/src/main/java/org/apache/commons/math4/rng/internal/source32/RandomIntSource.java
@@ -0,0 +1,30 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one or more
+ * contributor license agreements.  See the NOTICE file distributed with
+ * this work for additional information regarding copyright ownership.
+ * The ASF licenses this file to You under the Apache License, Version 2.0
+ * (the "License"); you may not use this file except in compliance with
+ * the License.  You may obtain a copy of the License at
+ *
+ *      http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package org.apache.commons.math4.rng.internal.source32;
+
+/**
+ * Source of randomness that generate values of type {@code int}.
+ *
+ * @since 4.0
+ */
+public interface RandomIntSource {
+    /**
+     * @return the next random value.
+     */
+    int next();
+}
diff --git a/src/main/java/org/apache/commons/math4/rng/internal/source32/Well1024a.java b/src/main/java/org/apache/commons/math4/rng/internal/source32/Well1024a.java
new file mode 100644
index 000000000..86c84c329
--- /dev/null
+++ b/src/main/java/org/apache/commons/math4/rng/internal/source32/Well1024a.java
@@ -0,0 +1,78 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one or more
+ * contributor license agreements.  See the NOTICE file distributed with
+ * this work for additional information regarding copyright ownership.
+ * The ASF licenses this file to You under the Apache License, Version 2.0
+ * (the "License"); you may not use this file except in compliance with
+ * the License.  You may obtain a copy of the License at
+ *
+ *      http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package org.apache.commons.math4.rng.internal.source32;
+
+/**
+ * This class implements the WELL1024a pseudo-random number generator
+ * from Fran&ccedil;ois Panneton, Pierre L'Ecuyer and Makoto Matsumoto.
+ * <p>
+ * This generator is described in a paper by Fran&ccedil;ois Panneton,
+ * Pierre L'Ecuyer and Makoto Matsumoto
+ * <a href="http://www.iro.umontreal.ca/~lecuyer/myftp/papers/wellrng.pdf">
+ * Improved Long-Period Generators Based on Linear Recurrences Modulo 2</a>
+ * ACM Transactions on Mathematical Software, 32, 1 (2006).
+ * The errata for the paper are in
+ * <a href="http://www.iro.umontreal.ca/~lecuyer/myftp/papers/wellrng-errata.txt">wellrng-errata.txt</a>.
+ * </p>
+ *
+ * @see <a href="http://www.iro.umontreal.ca/~panneton/WELLRNG.html">WELL Random number generator</a>
+ * @since 4.0
+ */
+public class Well1024a extends AbstractWell {
+    /** Number of bits in the pool. */
+    private static final int K = 1024;
+    /** First parameter of the algorithm. */
+    private static final int M1 = 3;
+    /** Second parameter of the algorithm. */
+    private static final int M2 = 24;
+    /** Third parameter of the algorithm. */
+    private static final int M3 = 10;
+    /** The indirection index table. */
+    private static final IndexTable TABLE = new IndexTable(K, M1, M2, M3);
+
+    /**
+     * Creates a new random number generator.
+     *
+     * @param seed Initial seed.
+     */
+    public Well1024a(int[] seed) {
+        super(K, seed);
+    }
+
+    /** {@inheritDoc} */
+    @Override
+    public int next() {
+        final int indexRm1 = TABLE.getIndexPred(index);
+
+        final int v0 = v[index];
+        final int vM1 = v[TABLE.getIndexM1(index)];
+        final int vM2 = v[TABLE.getIndexM2(index)];
+        final int vM3 = v[TABLE.getIndexM3(index)];
+
+        final int z0 = v[indexRm1];
+        final int z1 = v0 ^ (vM1 ^ (vM1 >>> 8));
+        final int z2 = (vM2 ^ (vM2 << 19)) ^ (vM3 ^ (vM3 << 14));
+        final int z3 = z1 ^ z2;
+        final int z4 = (z0 ^ (z0 << 11)) ^ (z1 ^ (z1 << 7)) ^ (z2 ^ (z2 << 13));
+
+        v[index] = z3;
+        v[indexRm1] = z4;
+        index = indexRm1;
+
+        return z4;
+    }
+}
diff --git a/src/main/java/org/apache/commons/math4/rng/internal/source32/Well19937a.java b/src/main/java/org/apache/commons/math4/rng/internal/source32/Well19937a.java
new file mode 100644
index 000000000..7f83ddf00
--- /dev/null
+++ b/src/main/java/org/apache/commons/math4/rng/internal/source32/Well19937a.java
@@ -0,0 +1,80 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one or more
+ * contributor license agreements.  See the NOTICE file distributed with
+ * this work for additional information regarding copyright ownership.
+ * The ASF licenses this file to You under the Apache License, Version 2.0
+ * (the "License"); you may not use this file except in compliance with
+ * the License.  You may obtain a copy of the License at
+ *
+ *      http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package org.apache.commons.math4.rng.internal.source32;
+
+/**
+ * This class implements the WELL19937a pseudo-random number generator
+ * from Fran&ccedil;ois Panneton, Pierre L'Ecuyer and Makoto Matsumoto.
+ * <p>
+ * This generator is described in a paper by Fran&ccedil;ois Panneton,
+ * Pierre L'Ecuyer and Makoto Matsumoto
+ * <a href="http://www.iro.umontreal.ca/~lecuyer/myftp/papers/wellrng.pdf">
+ * Improved Long-Period Generators Based on Linear Recurrences Modulo 2</a>
+ * ACM Transactions on Mathematical Software, 32, 1 (2006).
+ * The errata for the paper are in
+ * <a href="http://www.iro.umontreal.ca/~lecuyer/myftp/papers/wellrng-errata.txt">wellrng-errata.txt</a>.
+ * </p>
+ *
+ * @see <a href="http://www.iro.umontreal.ca/~panneton/WELLRNG.html">WELL Random number generator</a>
+ * @since 4.0
+ */
+public class Well19937a extends AbstractWell {
+    /** Number of bits in the pool. */
+    private static final int K = 19937;
+    /** First parameter of the algorithm. */
+    private static final int M1 = 70;
+    /** Second parameter of the algorithm. */
+    private static final int M2 = 179;
+    /** Third parameter of the algorithm. */
+    private static final int M3 = 449;
+    /** The indirection index table. */
+    private static final IndexTable TABLE = new IndexTable(K, M1, M2, M3);
+
+    /**
+     * Creates a new random number generator.
+     *
+     * @param seed Initial seed.
+     */
+    public Well19937a(int[] seed) {
+        super(K, seed);
+    }
+
+    /** {@inheritDoc} */
+    @Override
+    public int next() {
+        final int indexRm1 = TABLE.getIndexPred(index);
+        final int indexRm2 = TABLE.getIndexPred2(index);
+
+        final int v0 = v[index];
+        final int vM1 = v[TABLE.getIndexM1(index)];
+        final int vM2 = v[TABLE.getIndexM2(index)];
+        final int vM3 = v[TABLE.getIndexM3(index)];
+
+        final int z0 = (0x80000000 & v[indexRm1]) ^ (0x7FFFFFFF & v[indexRm2]);
+        final int z1 = (v0 ^ (v0 << 25)) ^ (vM1 ^ (vM1 >>> 27));
+        final int z2 = (vM2 >>> 9) ^ (vM3 ^ (vM3 >>> 1));
+        final int z3 = z1 ^ z2;
+        final int z4 = z0 ^ (z1 ^ (z1 << 9)) ^ (z2 ^ (z2 << 21)) ^ (z3 ^ (z3 >>> 21));
+
+        v[index] = z3;
+        v[indexRm1] = z4;
+        v[indexRm2] &= 0x80000000;
+        index = indexRm1;
+
+        return z4;
+    }
+}
diff --git a/src/main/java/org/apache/commons/math4/rng/internal/source32/Well19937c.java b/src/main/java/org/apache/commons/math4/rng/internal/source32/Well19937c.java
new file mode 100644
index 000000000..25b9d0365
--- /dev/null
+++ b/src/main/java/org/apache/commons/math4/rng/internal/source32/Well19937c.java
@@ -0,0 +1,85 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one or more
+ * contributor license agreements.  See the NOTICE file distributed with
+ * this work for additional information regarding copyright ownership.
+ * The ASF licenses this file to You under the Apache License, Version 2.0
+ * (the "License"); you may not use this file except in compliance with
+ * the License.  You may obtain a copy of the License at
+ *
+ *      http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package org.apache.commons.math4.rng.internal.source32;
+
+/**
+ * This class implements the WELL19937c pseudo-random number generator
+ * from Fran&ccedil;ois Panneton, Pierre L'Ecuyer and Makoto Matsumoto.
+ * <p>
+ * This generator is described in a paper by Fran&ccedil;ois Panneton,
+ * Pierre L'Ecuyer and Makoto Matsumoto
+ * <a href="http://www.iro.umontreal.ca/~lecuyer/myftp/papers/wellrng.pdf">
+ * Improved Long-Period Generators Based on Linear Recurrences Modulo 2</a>
+ * ACM Transactions on Mathematical Software, 32, 1 (2006).
+ * The errata for the paper are in
+ * <a href="http://www.iro.umontreal.ca/~lecuyer/myftp/papers/wellrng-errata.txt">wellrng-errata.txt</a>.
+ * </p>
+ *
+ * @see <a href="http://www.iro.umontreal.ca/~panneton/WELLRNG.html">WELL Random number generator</a>
+ * @since 2.2
+ */
+public class Well19937c extends AbstractWell {
+    /** Number of bits in the pool. */
+    private static final int K = 19937;
+    /** First parameter of the algorithm. */
+    private static final int M1 = 70;
+    /** Second parameter of the algorithm. */
+    private static final int M2 = 179;
+    /** Third parameter of the algorithm. */
+    private static final int M3 = 449;
+    /** The indirection index table. */
+    private static final IndexTable TABLE = new IndexTable(K, M1, M2, M3);
+
+    /**
+     * Creates a new random number generator.
+     *
+     * @param seed Initial seed.
+     */
+    public Well19937c(int[] seed) {
+        super(K, seed);
+    }
+
+    /** {@inheritDoc} */
+    @Override
+    public int next() {
+        final int indexRm1 = TABLE.getIndexPred(index);
+        final int indexRm2 = TABLE.getIndexPred2(index);
+
+        final int v0 = v[index];
+        final int vM1 = v[TABLE.getIndexM1(index)];
+        final int vM2 = v[TABLE.getIndexM2(index)];
+        final int vM3 = v[TABLE.getIndexM3(index)];
+
+        final int z0 = (0x80000000 & v[indexRm1]) ^ (0x7FFFFFFF & v[indexRm2]);
+        final int z1 = (v0 ^ (v0 << 25)) ^ (vM1 ^ (vM1 >>> 27));
+        final int z2 = (vM2 >>> 9) ^ (vM3 ^ (vM3 >>> 1));
+        final int z3 = z1 ^ z2;
+        int z4 = z0 ^ (z1 ^ (z1 << 9)) ^ (z2 ^ (z2 << 21)) ^ (z3 ^ (z3 >>> 21));
+
+        v[index] = z3;
+        v[indexRm1] = z4;
+        v[indexRm2] &= 0x80000000;
+        index = indexRm1;
+
+        // add Matsumoto-Kurita tempering
+        // to get a maximally-equidistributed generator
+        z4 ^= (z4 <<  7) & 0xe46e1700;
+        z4 ^= (z4 << 15) & 0x9b868000;
+
+        return z4;
+    }
+}
diff --git a/src/main/java/org/apache/commons/math4/rng/internal/source32/Well44497a.java b/src/main/java/org/apache/commons/math4/rng/internal/source32/Well44497a.java
new file mode 100644
index 000000000..8b72b83bf
--- /dev/null
+++ b/src/main/java/org/apache/commons/math4/rng/internal/source32/Well44497a.java
@@ -0,0 +1,83 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one or more
+ * contributor license agreements.  See the NOTICE file distributed with
+ * this work for additional information regarding copyright ownership.
+ * The ASF licenses this file to You under the Apache License, Version 2.0
+ * (the "License"); you may not use this file except in compliance with
+ * the License.  You may obtain a copy of the License at
+ *
+ *      http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package org.apache.commons.math4.rng.internal.source32;
+
+/**
+ * This class implements the WELL44497a pseudo-random number generator
+ * from Fran&ccedil;ois Panneton, Pierre L'Ecuyer and Makoto Matsumoto.
+ * <p>
+ * This generator is described in a paper by Fran&ccedil;ois Panneton,
+ * Pierre L'Ecuyer and Makoto Matsumoto
+ * <a href="http://www.iro.umontreal.ca/~lecuyer/myftp/papers/wellrng.pdf">
+ * Improved Long-Period Generators Based on Linear Recurrences Modulo 2</a>
+ * ACM Transactions on Mathematical Software, 32, 1 (2006).
+ * The errata for the paper are in
+ * <a href="http://www.iro.umontreal.ca/~lecuyer/myftp/papers/wellrng-errata.txt">wellrng-errata.txt</a>.
+ * </p>
+ *
+ * @see <a href="http://www.iro.umontreal.ca/~panneton/WELLRNG.html">WELL Random number generator</a>
+ * @since 4.0
+ */
+public class Well44497a extends AbstractWell {
+    /** Number of bits in the pool. */
+    private static final int K = 44497;
+    /** First parameter of the algorithm. */
+    private static final int M1 = 23;
+    /** Second parameter of the algorithm. */
+    private static final int M2 = 481;
+    /** Third parameter of the algorithm. */
+    private static final int M3 = 229;
+    /** The indirection index table. */
+    private static final IndexTable TABLE = new IndexTable(K, M1, M2, M3);
+
+    /**
+     * Creates a new random number generator.
+     *
+     * @param seed Initial seed.
+     */
+    public Well44497a(int[] seed) {
+        super(K, seed);
+    }
+
+    /** {@inheritDoc} */
+    @Override
+    public int next() {
+        final int indexRm1 = TABLE.getIndexPred(index);
+        final int indexRm2 = TABLE.getIndexPred2(index);
+
+        final int v0 = v[index];
+        final int vM1 = v[TABLE.getIndexM1(index)];
+        final int vM2 = v[TABLE.getIndexM2(index)];
+        final int vM3 = v[TABLE.getIndexM3(index)];
+
+        // the values below include the errata of the original article
+        final int z0 = (0xFFFF8000 & v[indexRm1]) ^ (0x00007FFF & v[indexRm2]);
+        final int z1 = (v0 ^ (v0 << 24)) ^ (vM1 ^ (vM1 >>> 30));
+        final int z2 = (vM2 ^ (vM2 << 10)) ^ (vM3 << 26);
+        final int z3 = z1 ^ z2;
+        final int z2Prime  = ((z2 << 9) ^ (z2 >>> 23)) & 0xfbffffff;
+        final int z2Second = ((z2 & 0x00020000) != 0) ? (z2Prime ^ 0xb729fcec) : z2Prime;
+        final int z4 = z0 ^ (z1 ^ (z1 >>> 20)) ^ z2Second ^ z3;
+
+        v[index] = z3;
+        v[indexRm1] = z4;
+        v[indexRm2] &= 0xFFFF8000;
+        index = indexRm1;
+
+        return z4;
+    }
+}
diff --git a/src/main/java/org/apache/commons/math4/rng/internal/source32/Well44497b.java b/src/main/java/org/apache/commons/math4/rng/internal/source32/Well44497b.java
new file mode 100644
index 000000000..5300aba27
--- /dev/null
+++ b/src/main/java/org/apache/commons/math4/rng/internal/source32/Well44497b.java
@@ -0,0 +1,90 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one or more
+ * contributor license agreements.  See the NOTICE file distributed with
+ * this work for additional information regarding copyright ownership.
+ * The ASF licenses this file to You under the Apache License, Version 2.0
+ * (the "License"); you may not use this file except in compliance with
+ * the License.  You may obtain a copy of the License at
+ *
+ *      http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package org.apache.commons.math4.rng.internal.source32;
+
+/**
+ * This class implements the WELL44497b pseudo-random number generator
+ * from Fran&ccedil;ois Panneton, Pierre L'Ecuyer and Makoto Matsumoto.
+ * <p>
+ * This generator is described in a paper by Fran&ccedil;ois Panneton,
+ * Pierre L'Ecuyer and Makoto Matsumoto
+ * <a href="http://www.iro.umontreal.ca/~lecuyer/myftp/papers/wellrng.pdf">
+ * Improved Long-Period Generators Based on Linear Recurrences Modulo 2</a>
+ * ACM Transactions on Mathematical Software, 32, 1 (2006).
+ * The errata for the paper are in
+ * <a href="http://www.iro.umontreal.ca/~lecuyer/myftp/papers/wellrng-errata.txt">wellrng-errata.txt</a>.
+ * </p>
+ *
+ * @see <a href="http://www.iro.umontreal.ca/~panneton/WELLRNG.html">WELL Random number generator</a>
+ * @since 4.0
+ */
+public class Well44497b extends AbstractWell {
+    /** Number of bits in the pool. */
+    private static final int K = 44497;
+    /** First parameter of the algorithm. */
+    private static final int M1 = 23;
+    /** Second parameter of the algorithm. */
+    private static final int M2 = 481;
+    /** Third parameter of the algorithm. */
+    private static final int M3 = 229;
+    /** The indirection index table. */
+    private static final IndexTable TABLE = new IndexTable(K, M1, M2, M3);
+
+    /**
+     * Creates a new random number generator.
+     *
+     * @param seed Initial seed.
+     */
+    public Well44497b(int[] seed) {
+        super(K, seed);
+    }
+
+    /** {@inheritDoc} */
+    @Override
+    public int next() {
+        // compute raw value given by WELL44497a generator
+        // which is NOT maximally-equidistributed
+        final int indexRm1 = TABLE.getIndexPred(index);
+        final int indexRm2 = TABLE.getIndexPred2(index);
+
+        final int v0 = v[index];
+        final int vM1 = v[TABLE.getIndexM1(index)];
+        final int vM2 = v[TABLE.getIndexM2(index)];
+        final int vM3 = v[TABLE.getIndexM3(index)];
+
+        // the values below include the errata of the original article
+        final int z0 = (0xFFFF8000 & v[indexRm1]) ^ (0x00007FFF & v[indexRm2]);
+        final int z1 = (v0 ^ (v0 << 24))  ^ (vM1 ^ (vM1 >>> 30));
+        final int z2 = (vM2 ^ (vM2 << 10)) ^ (vM3 << 26);
+        final int z3 = z1 ^ z2;
+        final int z2Prime = ((z2 << 9) ^ (z2 >>> 23)) & 0xfbffffff;
+        final int z2Second = ((z2 & 0x00020000) != 0) ? (z2Prime ^ 0xb729fcec) : z2Prime;
+        int z4 = z0 ^ (z1 ^ (z1 >>> 20)) ^ z2Second ^ z3;
+
+        v[index] = z3;
+        v[indexRm1] = z4;
+        v[indexRm2] &= 0xFFFF8000;
+        index = indexRm1;
+
+        // add Matsumoto-Kurita tempering
+        // to get a maximally-equidistributed generator
+        z4 ^= (z4 <<  7) & 0x93dd1400;
+        z4 ^= (z4 << 15) & 0xfa118000;
+
+        return z4;
+    }
+}
diff --git a/src/main/java/org/apache/commons/math4/rng/internal/source32/Well512a.java b/src/main/java/org/apache/commons/math4/rng/internal/source32/Well512a.java
new file mode 100644
index 000000000..1faf5711d
--- /dev/null
+++ b/src/main/java/org/apache/commons/math4/rng/internal/source32/Well512a.java
@@ -0,0 +1,78 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one or more
+ * contributor license agreements.  See the NOTICE file distributed with
+ * this work for additional information regarding copyright ownership.
+ * The ASF licenses this file to You under the Apache License, Version 2.0
+ * (the "License"); you may not use this file except in compliance with
+ * the License.  You may obtain a copy of the License at
+ *
+ *      http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package org.apache.commons.math4.rng.internal.source32;
+
+/**
+ * This class implements the WELL512a pseudo-random number generator
+ * from Fran&ccedil;ois Panneton, Pierre L'Ecuyer and Makoto Matsumoto.
+ * <p>
+ * This generator is described in a paper by Fran&ccedil;ois Panneton,
+ * Pierre L'Ecuyer and Makoto Matsumoto
+ * <a href="http://www.iro.umontreal.ca/~lecuyer/myftp/papers/wellrng.pdf">
+ * Improved Long-Period Generators Based on Linear Recurrences Modulo 2</a>
+ * ACM Transactions on Mathematical Software, 32, 1 (2006).
+ * The errata for the paper are in
+ * <a href="http://www.iro.umontreal.ca/~lecuyer/myftp/papers/wellrng-errata.txt">wellrng-errata.txt</a>.
+ * </p>
+ *
+ * @see <a href="http://www.iro.umontreal.ca/~panneton/WELLRNG.html">WELL Random number generator</a>
+ * @since 4.0
+ */
+public class Well512a extends AbstractWell {
+    /** Number of bits in the pool. */
+    private static final int K = 512;
+    /** First parameter of the algorithm. */
+    private static final int M1 = 13;
+    /** Second parameter of the algorithm. */
+    private static final int M2 = 9;
+    /** Third parameter of the algorithm. */
+    private static final int M3 = 5;
+    /** The indirection index table. */
+    private static final IndexTable TABLE = new IndexTable(K, M1, M2, M3);
+
+    /**
+     * Creates a new random number generator.
+     *
+     * @param seed Initial seed.
+     */
+    public Well512a(int[] seed) {
+        super(K, seed);
+    }
+
+    /** {@inheritDoc} */
+    @Override
+    public int next() {
+        final int indexRm1 = TABLE.getIndexPred(index);
+
+        final int vi = v[index];
+        final int vi1 = v[TABLE.getIndexM1(index)];
+        final int vi2 = v[TABLE.getIndexM2(index)];
+        final int z0 = v[indexRm1];
+
+        // the values below include the errata of the original article
+        final int z1 = (vi ^ (vi << 16)) ^ (vi1 ^ (vi1 << 15));
+        final int z2 = vi2 ^ (vi2 >>> 11);
+        final int z3 = z1 ^ z2;
+        final int z4 = (z0 ^ (z0 << 2)) ^ (z1 ^ (z1 << 18)) ^ (z2 << 28) ^ (z3 ^ ((z3 << 5) & 0xda442d24));
+
+        v[index] = z3;
+        v[indexRm1] = z4;
+        index = indexRm1;
+
+        return z4;
+    }
+}
diff --git a/src/main/java/org/apache/commons/math4/rng/internal/source32/package-info.java b/src/main/java/org/apache/commons/math4/rng/internal/source32/package-info.java
new file mode 100644
index 000000000..bb7d2e2d4
--- /dev/null
+++ b/src/main/java/org/apache/commons/math4/rng/internal/source32/package-info.java
@@ -0,0 +1,52 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one or more
+ * contributor license agreements.  See the NOTICE file distributed with
+ * this work for additional information regarding copyright ownership.
+ * The ASF licenses this file to You under the Apache License, Version 2.0
+ * (the "License"); you may not use this file except in compliance with
+ * the License.  You may obtain a copy of the License at
+ *
+ *      http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+/**
+ * <h3>
+ * Concrete algorithms for {@code int}-based sources of randomness
+ * </h3>
+ *
+ * <p>
+ * <b>For internal use only:</b> Direct access to classes in this package
+ * is discouraged, as they could be modified without notice.
+ * </p>
+ *
+ * <p><b>Notes for developers</b></p>
+ *
+ * <ul>
+ *  <li>
+ *   A source of randomness must inherit from
+ *   {@link org.apache.commons.math4.rng.internal.source32.IntProvider}
+ *  </li>
+ *  <li>
+ *   The "provider" must specify <em>one</em> way for setting the seed.
+ *   For a given seed, the generated sequence must always be the same.
+ *  </li>
+ *  <li>
+ *   The "provider" must implement methods {@code getStateInternal} and
+ *   {@code setStateInternal} in order to save and restore the state of an
+ *   instance (cf. {@link org.apache.commons.math4.rng.internal.BaseProvider}).
+ *  </li>
+ *  <li>
+ *   When a new class is implemented here, user-access to it must be provided
+ *   through associated {@link org.apache.commons.math4.rng.RandomSource
+ *   factory methods}.
+ *  </li>
+ * </ul>
+ */
+
+package org.apache.commons.math4.rng.internal.source32;
diff --git a/src/main/java/org/apache/commons/math4/rng/internal/source64/LongProvider.java b/src/main/java/org/apache/commons/math4/rng/internal/source64/LongProvider.java
new file mode 100644
index 000000000..3e73f058a
--- /dev/null
+++ b/src/main/java/org/apache/commons/math4/rng/internal/source64/LongProvider.java
@@ -0,0 +1,141 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one or more
+ * contributor license agreements.  See the NOTICE file distributed with
+ * this work for additional information regarding copyright ownership.
+ * The ASF licenses this file to You under the Apache License, Version 2.0
+ * (the "License"); you may not use this file except in compliance with
+ * the License.  You may obtain a copy of the License at
+ *
+ *      http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package org.apache.commons.math4.rng.internal.source64;
+
+import org.apache.commons.math4.exception.OutOfRangeException;
+import org.apache.commons.math4.rng.internal.util.NumberFactory;
+import org.apache.commons.math4.rng.internal.BaseProvider;
+
+/**
+ * Base class for all implementations that provide a {@code long}-based
+ * source randomness.
+ */
+public abstract class LongProvider
+    extends BaseProvider
+    implements RandomLongSource {
+
+    /** {@inheritDoc} */
+    @Override
+    public abstract long next();
+
+    /** {@inheritDoc} */
+    @Override
+    public long nextLong() {
+        return next();
+    }
+
+    /** {@inheritDoc} */
+    @Override
+    public int nextInt() {
+        return NumberFactory.makeInt(nextLong());
+    }
+
+    /** {@inheritDoc} */
+    @Override
+    public double nextDouble() {
+        return NumberFactory.makeDouble(nextLong());
+    }
+
+    /** {@inheritDoc} */
+    @Override
+    public boolean nextBoolean() {
+        return NumberFactory.makeBoolean(nextLong());
+    }
+
+    /** {@inheritDoc} */
+    @Override
+    public float nextFloat() {
+        return NumberFactory.makeFloat(nextInt());
+    }
+
+    /** {@inheritDoc} */
+    @Override
+    public void nextBytes(byte[] bytes) {
+        nextBytesFill(this, bytes, 0, bytes.length);
+    }
+
+    /** {@inheritDoc} */
+    @Override
+    public void nextBytes(byte[] bytes,
+                          int start,
+                          int len) {
+        if (start < 0 ||
+            start >= bytes.length) {
+            throw new OutOfRangeException(start, 0, bytes.length);
+        }
+        if (len < 0 ||
+            len > bytes.length - start) {
+            throw new OutOfRangeException(len, 0, bytes.length - start);
+        }
+
+        nextBytesFill(this, bytes, start, len);
+    }
+
+    /**
+     * Generates random bytes and places them into a user-supplied array.
+     *
+     * <p>
+     * The array is filled with bytes extracted from random {@code long} values.
+     * This implies that the number of random bytes generated may be larger than
+     * the length of the byte array.
+     * </p>
+     *
+     * @param source Source of randomness.
+     * @param bytes Array in which to put the generated bytes. Cannot be null.
+     * @param start Index at which to start inserting the generated bytes.
+     * @param len Number of bytes to insert.
+     */
+    static void nextBytesFill(RandomLongSource source,
+                              byte[] bytes,
+                              int start,
+                              int len) {
+        int index = start; // Index of first insertion.
+
+        // Index of first insertion plus multiple of 8 part of length
+        // (i.e. length with 3 least significant bits unset).
+        final int indexLoopLimit = index + (len & 0x7ffffff8);
+
+        // Start filling in the byte array, 8 bytes at a time.
+        while (index < indexLoopLimit) {
+            final long random = source.next();
+            bytes[index++] = (byte) random;
+            bytes[index++] = (byte) (random >>> 8);
+            bytes[index++] = (byte) (random >>> 16);
+            bytes[index++] = (byte) (random >>> 24);
+            bytes[index++] = (byte) (random >>> 32);
+            bytes[index++] = (byte) (random >>> 40);
+            bytes[index++] = (byte) (random >>> 48);
+            bytes[index++] = (byte) (random >>> 56);
+        }
+
+        final int indexLimit = start + len; // Index of last insertion + 1.
+
+        // Fill in the remaining bytes.
+        if (index < indexLimit) {
+            long random = source.next();
+            while (true) {
+                bytes[index++] = (byte) random;
+                if (index < indexLimit) {
+                    random >>>= 8;
+                } else {
+                    break;
+                }
+            }
+        }
+    }
+}
diff --git a/src/main/java/org/apache/commons/math4/rng/internal/source64/MersenneTwister64.java b/src/main/java/org/apache/commons/math4/rng/internal/source64/MersenneTwister64.java
new file mode 100644
index 000000000..0280842b4
--- /dev/null
+++ b/src/main/java/org/apache/commons/math4/rng/internal/source64/MersenneTwister64.java
@@ -0,0 +1,201 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one or more
+ * contributor license agreements.  See the NOTICE file distributed with
+ * this work for additional information regarding copyright ownership.
+ * The ASF licenses this file to You under the Apache License, Version 2.0
+ * (the "License"); you may not use this file except in compliance with
+ * the License.  You may obtain a copy of the License at
+ *
+ *      http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package org.apache.commons.math4.rng.internal.source64;
+
+import java.util.Arrays;
+import org.apache.commons.math4.exception.InsufficientDataException;
+import org.apache.commons.math4.rng.internal.util.NumberFactory;
+
+/**
+ * This class provides the 64-bits version of the originally 32-bits
+ * {@link org.apache.commons.math4.rng.internal.source32.MersenneTwister
+ * Mersenne Twister}.
+ *
+ * <p>
+ * This class is mainly a Java port of
+ * <a href="http://www.math.sci.hiroshima-u.ac.jp/~m-mat/MT/emt64.html">
+ *  the 2014/2/23 version of the generator
+ * </a> written in C by Takuji Nishimura and Makoto Matsumoto.
+ * </p>
+ *
+ * <p>
+ * Here is their original copyright:
+ * </p>
+ *
+ * <table border="0" width="80%" cellpadding="10" align="center" bgcolor="#E0E0E0">
+ * <tr><td>Copyright (C) 2004, Makoto Matsumoto and Takuji Nishimura,
+ *     All rights reserved.</td></tr>
+ *
+ * <tr><td>Redistribution and use in source and binary forms, with or without
+ * modification, are permitted provided that the following conditions
+ * are met:
+ * <ol>
+ *   <li>Redistributions of source code must retain the above copyright
+ *       notice, this list of conditions and the following disclaimer.</li>
+ *   <li>Redistributions in binary form must reproduce the above copyright
+ *       notice, this list of conditions and the following disclaimer in the
+ *       documentation and/or other materials provided with the distribution.</li>
+ *   <li>The names of its contributors may not be used to endorse or promote
+ *       products derived from this software without specific prior written
+ *       permission.</li>
+ * </ol></td></tr>
+ *
+ * <tr><td><strong>THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND
+ * CONTRIBUTORS "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES,
+ * INCLUDING, BUT NOT LIMITED TO, THE IMPLIED WARRANTIES OF
+ * MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE
+ * DISCLAIMED.  IN NO EVENT SHALL THE COPYRIGHT OWNER OR CONTRIBUTORS
+ * BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY,
+ * OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
+ * PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
+ * PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY
+ * OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
+ * (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE
+ * USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH
+ * DAMAGE.</strong></td></tr>
+ * </table>
+ *
+ * @since 4.0
+ */
+public class MersenneTwister64 extends LongProvider {
+    /** Size of the bytes pool. */
+    private static final int NN = 312;
+    /** Period second parameter. */
+    private static final int MM = 156;
+    /** X * MATRIX_A for X = {0, 1}. */
+    private static final long[] MAG01 = { 0x0, 0xb5026f5aa96619e9L };
+    /** Most significant 33 bits. */
+    private static final long UM = 0xffffffff80000000L;
+    /** Least significant 31 bits. */
+    private static final long LM = 0x7fffffffL;
+    /** Bytes pool. */
+    private long[] mt = new long[NN];
+    /** Current index in the bytes pool. */
+    private int mti;
+
+    /**
+     * Creates a new random number generator.
+     *
+     * @param seed Initial seed.
+     */
+    public MersenneTwister64(long[] seed) {
+        setSeedInternal(seed);
+    }
+
+    /** {@inheritDoc} */
+    @Override
+    protected byte[] getStateInternal() {
+        final long[] s = Arrays.copyOf(mt, NN + 1);
+        s[NN] = mti;
+
+        return NumberFactory.makeByteArray(s);
+    }
+
+    /** {@inheritDoc} */
+    @Override
+    protected void setStateInternal(byte[] s) {
+        if (s.length != (NN + 1) * 8) {
+            throw new InsufficientDataException();
+        }
+
+        final long[] tmp = NumberFactory.makeLongArray(s);
+
+        System.arraycopy(tmp, 0, mt, 0, NN);
+        mti = (int) tmp[NN];
+    }
+
+    /**
+     * Reinitializes the generator as if just built with the given seed.
+     *
+     * @param seed Initial seed.
+     */
+    private void setSeedInternal(long[] seed) {
+        initState(19650218L);
+
+        int i = 1;
+        int j = 0;
+
+        for (int k = Math.max(NN, seed.length); k != 0; k--) {
+            final long mm1 = mt[i - 1];
+            mt[i] = (mt[i] ^ ((mm1 ^ (mm1 >>> 62)) * 0x369dea0f31a53f85L)) + seed[j] + j; // non linear
+            i++;
+            j++;
+            if (i >= NN) {
+                mt[0] = mt[NN - 1];
+                i = 1;
+            }
+            if (j >= seed.length) {
+                j = 0;
+            }
+        }
+        for (int k = NN - 1; k != 0; k--) {
+            final long mm1 = mt[i - 1];
+            mt[i] = (mt[i] ^ ((mm1 ^ (mm1 >>> 62)) * 0x27bb2ee687b0b0fdL)) - i; // non linear
+            i++;
+            if (i >= NN) {
+                mt[0] = mt[NN - 1];
+                i = 1;
+            }
+        }
+
+        mt[0] = 0x8000000000000000L; // MSB is 1; assuring non-zero initial array
+    }
+
+    /**
+     * Initialize the internal state of this instance.
+     *
+     * @param seed Seed.
+     */
+    private void initState(long seed) {
+        mt[0] = seed;
+        for (mti = 1; mti < NN; mti++) {
+            final long mm1 = mt[mti - 1];
+            mt[mti] = 0x5851f42d4c957f2dL * (mm1 ^ (mm1 >>> 62)) + mti;
+        }
+    }
+
+    /** {@inheritDoc} */
+    @Override
+    public long next() {
+        long x;
+
+        if (mti >= NN) { // generate NN words at one time
+            for (int i = 0; i < NN - MM; i++) {
+                x = (mt[i] & UM) | (mt[i + 1] & LM);
+                mt[i] = mt[i + MM] ^ (x >>> 1) ^ MAG01[(int)(x & 0x1L)];
+            }
+            for (int i = NN - MM; i < NN - 1; i++) {
+                x = (mt[i] & UM) | (mt[i + 1] & LM);
+                mt[i] = mt[ i + (MM - NN)] ^ (x >>> 1) ^ MAG01[(int)(x & 0x1L)];
+            }
+
+            x = (mt[NN - 1] & UM) | (mt[0] & LM);
+            mt[NN - 1] = mt[MM - 1] ^ (x >>> 1) ^ MAG01[(int)(x & 0x1L)];
+
+            mti = 0;
+        }
+
+        x = mt[mti++];
+
+        x ^= (x >>> 29) & 0x5555555555555555L;
+        x ^= (x << 17) & 0x71d67fffeda60000L;
+        x ^= (x << 37) & 0xfff7eee000000000L;
+        x ^= x >>> 43;
+
+        return x;
+    }
+}
diff --git a/src/main/java/org/apache/commons/math4/rng/internal/source64/RandomLongSource.java b/src/main/java/org/apache/commons/math4/rng/internal/source64/RandomLongSource.java
new file mode 100644
index 000000000..0daa0684b
--- /dev/null
+++ b/src/main/java/org/apache/commons/math4/rng/internal/source64/RandomLongSource.java
@@ -0,0 +1,30 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one or more
+ * contributor license agreements.  See the NOTICE file distributed with
+ * this work for additional information regarding copyright ownership.
+ * The ASF licenses this file to You under the Apache License, Version 2.0
+ * (the "License"); you may not use this file except in compliance with
+ * the License.  You may obtain a copy of the License at
+ *
+ *      http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package org.apache.commons.math4.rng.internal.source64;
+
+/**
+ * Source of randomness that generate values of type {@code long}.
+ *
+ * @since 4.0
+ */
+public interface RandomLongSource {
+    /**
+     * @return the next random value.
+     */
+    long next();
+}
diff --git a/src/main/java/org/apache/commons/math4/rng/internal/source64/SplitMix64.java b/src/main/java/org/apache/commons/math4/rng/internal/source64/SplitMix64.java
new file mode 100644
index 000000000..086bd0322
--- /dev/null
+++ b/src/main/java/org/apache/commons/math4/rng/internal/source64/SplitMix64.java
@@ -0,0 +1,78 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one or more
+ * contributor license agreements.  See the NOTICE file distributed with
+ * this work for additional information regarding copyright ownership.
+ * The ASF licenses this file to You under the Apache License, Version 2.0
+ * (the "License"); you may not use this file except in compliance with
+ * the License.  You may obtain a copy of the License at
+ *
+ *      http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package org.apache.commons.math4.rng.internal.source64;
+
+import org.apache.commons.math4.exception.InsufficientDataException;
+import org.apache.commons.math4.rng.internal.util.NumberFactory;
+
+/**
+ * A fast RNG, with 64 bits of state, that can be used to initialize the
+ * state of other generators.
+ *
+ * @see <a href="http://xorshift.di.unimi.it/splitmix64.c">
+ * Original source code</a>
+ *
+ * @since 4.0
+ */
+public class SplitMix64 extends LongProvider {
+    /** State. */
+    private long state;
+
+    /**
+     * Creates a new instance.
+     *
+     * @param seed Initial seed.
+     */
+    public SplitMix64(Long seed) {
+        setSeedInternal(seed);
+    }
+
+    /**
+     * Seeds the RNG.
+     *
+     * @param seed Seed.
+     */
+    private void setSeedInternal(Long seed) {
+        state = seed;
+    }
+
+    /** {@inheritDoc} */
+    @Override
+    public long next() {
+        long z = state += 0x9e3779b97f4a7c15L;
+        z = (z ^ (z >>> 30)) * 0xbf58476d1ce4e5b9L;
+        z = (z ^ (z >>> 27)) * 0x94d049bb133111ebL;
+        return z ^ (z >>> 31);
+    }
+
+    /** {@inheritDoc} */
+    @Override
+    protected byte[] getStateInternal() {
+        return NumberFactory.makeByteArray(state);
+    }
+
+    /** {@inheritDoc} */
+    @Override
+    protected void setStateInternal(byte[] s) {
+        if (s.length != 8) {
+            throw new InsufficientDataException();
+        }
+
+        state = NumberFactory.makeLong(s);
+    }
+}
diff --git a/src/main/java/org/apache/commons/math4/rng/internal/source64/TwoCmres.java b/src/main/java/org/apache/commons/math4/rng/internal/source64/TwoCmres.java
new file mode 100644
index 000000000..d6fdcd6e5
--- /dev/null
+++ b/src/main/java/org/apache/commons/math4/rng/internal/source64/TwoCmres.java
@@ -0,0 +1,310 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one or more
+ * contributor license agreements.  See the NOTICE file distributed with
+ * this work for additional information regarding copyright ownership.
+ * The ASF licenses this file to You under the Apache License, Version 2.0
+ * (the "License"); you may not use this file except in compliance with
+ * the License.  You may obtain a copy of the License at
+ *
+ *      http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package org.apache.commons.math4.rng.internal.source64;
+
+import java.util.List;
+import java.util.ArrayList;
+import org.apache.commons.math4.exception.MathInternalError;
+import org.apache.commons.math4.exception.OutOfRangeException;
+import org.apache.commons.math4.exception.InsufficientDataException;
+import org.apache.commons.math4.rng.internal.util.NumberFactory;
+
+/**
+ * Random number generator designed by Mark D. Overton.
+ * <p>
+ *  It is one of the many generators described by the author in the following article series:
+ *  <ul>
+ *   <li><a href="http://www.drdobbs.com/tools/fast-high-quality-parallel-random-number/229625477">Part one</a></li>
+ *   <li><a href="http://www.drdobbs.com/tools/fast-high-quality-parallel-random-number/231000484">Part two</a></li>
+ *  </ul>
+ * </p>
+ *
+ * @since 4.0
+ */
+public class TwoCmres extends LongProvider {
+    /** A small positive integer. */
+    private static final byte SEED_GUARD = 9;
+    /** Factory of instances of this class. Singleton. */
+    private static final Cmres.Factory FACTORY = new Cmres.Factory();
+    /** First subcycle generator. */
+    private final Cmres x;
+    /** Second subcycle generator. */
+    private final Cmres y;
+    /** State of first subcycle generator. */
+    private long xx;
+    /** State of second subcycle generator. */
+    private long yy;
+
+    /**
+     * Creates a new instance.
+     *
+     * @param seed Initial seed.
+     * @param x First subcycle generator.
+     * @param y Second subcycle generator.
+     * @throws InsufficientDataException if {@code x == y}.
+     */
+    private TwoCmres(int seed,
+                     Cmres x,
+                     Cmres y) {
+        if (x == y) {
+            throw new InsufficientDataException();
+        }
+        this.x = x;
+        this.y = y;
+        setSeedInternal(seed);
+    }
+
+    /**
+     * Creates a new instance.
+     *
+     * @param seed Seed.
+     */
+    public TwoCmres(Integer seed) {
+        this(seed, 0, 1);
+    }
+
+    /**
+     * Creates a new instance.
+     *
+     * @param seed Seed.
+     * @param i Table entry for first subcycle generator.
+     * @param j Table entry for second subcycle generator.
+     * @throws InsufficientDataException if {@code i == j}.
+     * @throws OutOfRangeException if {@code i < 0} or
+     * {@code i >= numberOfSubcycleGenerators()}.
+     * @throws OutOfRangeException if {@code j < 0} or
+     * {@code j >= numberOfSubcycleGenerators()}.
+     */
+    public TwoCmres(Integer seed,
+                    int i,
+                    int j) {
+        this(seed, FACTORY.get(i), FACTORY.get(j));
+    }
+
+    /** {@inheritDoc} */
+    @Override
+    public long next() {
+        xx = x.transform(xx);
+        yy = y.transform(yy);
+
+        return xx + yy;
+    }
+
+    /** {@inheritDoc} */
+    @Override
+    public String toString() {
+        return super.toString() + " (" + x + " + " + y + ")";
+    }
+
+    /**
+     * @return the number of subcycle generators.
+     */
+    public static int numberOfSubcycleGenerators() {
+        return FACTORY.numberOfSubcycleGenerators();
+    }
+
+    /** {@inheritDoc} */
+    @Override
+    protected byte[] getStateInternal() {
+        return NumberFactory.makeByteArray(new long[] { xx, yy });
+    }
+
+    /** {@inheritDoc} */
+    @Override
+    protected void setStateInternal(byte[] s) {
+        if (s.length != 16) {
+            throw new InsufficientDataException();
+        }
+
+        final long[] state = NumberFactory.makeLongArray(s);
+        xx = state[0];
+        yy = state[1];
+    }
+
+    /**
+     * @param seed Seed.
+     */
+    private void setSeedInternal(int seed) {
+        // The seeding procedure consists in going away from some
+        // point known to be in the cycle.
+        // The total number of calls to the "transform" method will
+        // not exceed about 130,000 (which is negligible as seeding
+        // will not occur more than once in normal usage).
+
+        // Make two positive 16-bits integers.
+        final long s = NumberFactory.makeLong(0, seed); // s >= 0
+        final int xMax = (int) (s & 0xffff + SEED_GUARD);
+        final int yMax = (int) ((s >> 16) + SEED_GUARD);
+
+        if (xMax < 0 ||
+            yMax < 0) {
+            throw new MathInternalError();
+        }
+
+        xx = x.getStart();
+        for (int i = xMax; i > 0; i--) {
+            xx = x.transform(xx);
+        }
+
+        yy = y.getStart();
+        for (int i = yMax; i > 0; i--) {
+            yy = y.transform(yy);
+        }
+    }
+
+    /**
+     * Subcycle generator.
+     * Class is immutable.
+     */
+    static class Cmres {
+        /** Cycle start. */
+        private final int start;
+        /** Multiplier. */
+        private final long multiply;
+        /** Rotation. */
+        private final int rotate;
+
+        /**
+         * @param multiply Multiplier.
+         * @param rotate Positive number. Must be in {@code [0, 64]}.
+         * @param start Cycle start.
+         */
+        Cmres(long multiply,
+              int rotate,
+              int start) {
+            this.multiply = multiply;
+            this.rotate = rotate;
+            this.start = start;
+        }
+
+        /** {@inheritDoc} */
+        @Override
+        public String toString() {
+            final String sep = ", ";
+            // Use hexadecimal for "multiplier" field.
+            final String m = String.format((java.util.Locale) null, "0x%016xL", multiply);
+            return "Cmres: [" + m + sep + rotate + sep + start + "]";
+        }
+
+        /**
+         * @return the multiplier.
+         */
+        public long getMultiply() {
+            return multiply;
+        }
+
+        /**
+         * @return the cycle start.
+         */
+        public int getStart() {
+            return start;
+        }
+
+        /**
+         * @param state Current state.
+         * @return the new state.
+         */
+        long transform(long state) {
+            long s = state;
+            s *= multiply;
+            s = rotl(s);
+            s -= state;
+            return s;
+        }
+
+        /**
+         * @param state State.
+         * @return the rotated state.
+         */
+        private long rotl(long state) {
+            return (state << rotate) | (state >>> (64 - rotate));
+        }
+
+        /** Factory. */
+        static class Factory {
+            /** List of good "Cmres" subcycle generators. */
+            private static final List<Cmres> TABLE = new ArrayList<Cmres>();
+
+            /**
+             * Populates the table.
+             * It lists parameters known to be good (provided in
+             * the article referred to above).
+             * To maintain compatibility, new entries must be added
+             * only at the end of the table.
+             */
+            static {
+                add(0xedce446814d3b3d9L, 33, 0x13b572e7);
+                add(0xc5b3cf786c806df7L, 33, 0x13c8e18a);
+                add(0xdd91bbb8ab9e0e65L, 31, 0x06dd03a6);
+                add(0x7b69342c0790221dL, 31, 0x1646bb8b);
+                add(0x0c72c0d18614c32bL, 33, 0x06014a3d);
+                add(0xd8d98c13bebe26c9L, 33, 0x014e8475);
+                add(0xcb039dc328bbc40fL, 31, 0x008684bd);
+                add(0x858c5ef3c021ed2fL, 32, 0x0dc8d622);
+                add(0x4c8be96bfc23b127L, 33, 0x0b6b20cc);
+                add(0x11eab77f808cf641L, 32, 0x06534421);
+                add(0xbc9bd78810fd28fdL, 31, 0x1d9ba40d);
+                add(0x0f1505c780688cb5L, 33, 0x0b7b7b67);
+                add(0xadc174babc2053afL, 31, 0x267f4197);
+                add(0x900b6b82b31686d9L, 31, 0x023c6985);
+                // Add new entries here.
+            }
+
+            /**
+             * @return the number of subcycle generators.
+             */
+            int numberOfSubcycleGenerators() {
+                return TABLE.size();
+            }
+
+            /**
+             * @param index Index into the list of available generators.
+             * @return the subcycle generator entry at index {@code index}.
+             */
+            Cmres get(int index) {
+                if (index < 0 ||
+                    index >= TABLE.size()) {
+                    throw new OutOfRangeException(index, 0, TABLE.size());
+                }
+
+                return TABLE.get(index);
+            }
+
+            /**
+             * Adds an entry to the {@link Factory#TABLE}.
+             *
+             * @param multiply Multiplier.
+             * @param rotate Rotate.
+             * @param start Cycle start.
+             */
+            private static void add(long multiply,
+                                    int rotate,
+                                    int start) {
+                // Sanity check: if there are duplicates, the class initialization
+                // will fail (and the JVM will report "NoClassDefFoundError").
+                for (Cmres sg : TABLE) {
+                    if (multiply == sg.getMultiply()) {
+                        throw new MathInternalError();
+                    }
+                }
+
+                TABLE.add(new Cmres(multiply, rotate, start));
+            }
+        }
+    }
+}
diff --git a/src/main/java/org/apache/commons/math4/rng/internal/source64/XorShift1024Star.java b/src/main/java/org/apache/commons/math4/rng/internal/source64/XorShift1024Star.java
new file mode 100644
index 000000000..c6bcfaae2
--- /dev/null
+++ b/src/main/java/org/apache/commons/math4/rng/internal/source64/XorShift1024Star.java
@@ -0,0 +1,108 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one or more
+ * contributor license agreements.  See the NOTICE file distributed with
+ * this work for additional information regarding copyright ownership.
+ * The ASF licenses this file to You under the Apache License, Version 2.0
+ * (the "License"); you may not use this file except in compliance with
+ * the License.  You may obtain a copy of the License at
+ *
+ *      http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package org.apache.commons.math4.rng.internal.source64;
+
+import java.util.Arrays;
+import org.apache.commons.math4.exception.InsufficientDataException;
+import org.apache.commons.math4.rng.internal.util.NumberFactory;
+
+/**
+ * A fast RNG.
+ *
+ * @see <a href="http://xorshift.di.unimi.it/xorshift1024star.c">
+ * Original source code</a>
+ *
+ * @since 4.0
+ */
+public class XorShift1024Star extends LongProvider {
+    /** Size of the state vector. */
+    private static final int SEED_SIZE = 16;
+    /** State. */
+    private final long[] state = new long[SEED_SIZE];
+    /** Index in "state" array. */
+    private int index;
+
+    /**
+     * Creates a new instance.
+     *
+     * @param seed Initial seed.
+     * If the length is larger than 16, only the first 16 elements will
+     * be used; if smaller, the remaining elements will be automatically
+     * set.
+     */
+    public XorShift1024Star(long[] seed) {
+        setSeedInternal(seed);
+    }
+
+    /** {@inheritDoc} */
+    @Override
+    protected byte[] getStateInternal() {
+        final long[] s = Arrays.copyOf(state, SEED_SIZE + 1);
+        s[SEED_SIZE] = index;
+
+        return NumberFactory.makeByteArray(s);
+    }
+
+    /** {@inheritDoc} */
+    @Override
+    protected void setStateInternal(byte[] s) {
+        if (s.length != (SEED_SIZE + 1) * 8) {
+            throw new InsufficientDataException();
+        }
+
+        final long[] tmp = NumberFactory.makeLongArray(s);
+
+        System.arraycopy(tmp, 0, state, 0, SEED_SIZE);
+        index = (int) tmp[SEED_SIZE];
+    }
+
+    /**
+     * Seeds the RNG.
+     *
+     * @param seed Seed.
+     */
+    private void setSeedInternal(long[] seed) {
+        // Reset the whole state of this RNG (i.e. "state" and "index").
+        // Seeding procedure is not part of the reference code.
+
+        System.arraycopy(seed, 0, state, 0, Math.min(seed.length, state.length));
+
+        if (seed.length < SEED_SIZE) {
+            for (int i = seed.length; i < SEED_SIZE; i++) {
+                state[i] = 26021969L * i;
+            }
+            for (int i = SEED_SIZE - 1; i > seed.length; i--) {
+                state[i] ^= state[SEED_SIZE - i - 1];
+            }
+
+            state[seed.length] = 0x8000000000000000L; // Ensuring non-zero initial array.
+        }
+
+        index = 0;
+    }
+
+    /** {@inheritDoc} */
+    @Override
+    public long next() {
+        final long s0 = state[index];
+        long s1 = state[index = (index + 1) & 15];
+        s1 ^= s1 << 31; // a
+        state[index] = s1 ^ s0 ^ (s1 >>> 11) ^ (s0 >>> 30); // b,c
+        return state[index] * 1181783497276652981L;
+    }
+}
diff --git a/src/main/java/org/apache/commons/math4/rng/internal/source64/package-info.java b/src/main/java/org/apache/commons/math4/rng/internal/source64/package-info.java
new file mode 100644
index 000000000..8afab2c9d
--- /dev/null
+++ b/src/main/java/org/apache/commons/math4/rng/internal/source64/package-info.java
@@ -0,0 +1,52 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one or more
+ * contributor license agreements.  See the NOTICE file distributed with
+ * this work for additional information regarding copyright ownership.
+ * The ASF licenses this file to You under the Apache License, Version 2.0
+ * (the "License"); you may not use this file except in compliance with
+ * the License.  You may obtain a copy of the License at
+ *
+ *      http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+/**
+ * <h3>
+ * Concrete algorithms for {@code long}-based sources of randomness
+ * </h3>
+ *
+ * <p>
+ * <b>For internal use only:</b> Direct access to classes in this package
+ * is discouraged, as they could be modified without notice.
+ * </p>
+ *
+ * <p><b>Notes for developers</b></p>
+ *
+ * <ul>
+ *  <li>
+ *   A source of randomness must inherit from
+ *   {@link org.apache.commons.math4.rng.internal.source64.LongProvider}
+ *  </li>
+ *  <li>
+ *   The "provider" must specify <em>one</em> way for setting the seed.
+ *   For a given seed, the generated sequence must always be the same.
+ *  </li>
+ *  <li>
+ *   The "provider" must implement methods {@code getStateInternal} and
+ *   {@code setStateInternal} in order to save and restore the state of an
+ *   instance (cf. {@link org.apache.commons.math4.rng.internal.BaseProvider}).
+ *  </li>
+ *  <li>
+ *   When a new class is implemented here, user-access to it must be provided
+ *   through associated {@link org.apache.commons.math4.rng.RandomSource
+ *   factory methods}.
+ *  </li>
+ * </ul>
+ */
+
+package org.apache.commons.math4.rng.internal.source64;
diff --git a/src/main/java/org/apache/commons/math4/rng/internal/util/Int2Long.java b/src/main/java/org/apache/commons/math4/rng/internal/util/Int2Long.java
new file mode 100644
index 000000000..d423c084e
--- /dev/null
+++ b/src/main/java/org/apache/commons/math4/rng/internal/util/Int2Long.java
@@ -0,0 +1,37 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one or more
+ * contributor license agreements.  See the NOTICE file distributed with
+ * this work for additional information regarding copyright ownership.
+ * The ASF licenses this file to You under the Apache License, Version 2.0
+ * (the "License"); you may not use this file except in compliance with
+ * the License.  You may obtain a copy of the License at
+ *
+ *      http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package org.apache.commons.math4.rng.internal.util;
+
+/**
+ * Converts a {@code Integer} to an {@code Long}.
+ *
+ * @since 4.0
+ */
+public class Int2Long implements SeedConverter<Integer, Long> {
+    /** {@inheritDoc} */
+    @Override
+    public Long convert(Integer seed) {
+        final int s = seed;
+        return NumberFactory.makeLong(s, ~s);
+    }
+
+    /** {@inheritDoc} */
+    @Override
+    public String toString() {
+        return getClass().getSimpleName();
+    }
+}
diff --git a/src/main/java/org/apache/commons/math4/rng/internal/util/IntArray2Int.java b/src/main/java/org/apache/commons/math4/rng/internal/util/IntArray2Int.java
new file mode 100644
index 000000000..030895d06
--- /dev/null
+++ b/src/main/java/org/apache/commons/math4/rng/internal/util/IntArray2Int.java
@@ -0,0 +1,41 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one or more
+ * contributor license agreements.  See the NOTICE file distributed with
+ * this work for additional information regarding copyright ownership.
+ * The ASF licenses this file to You under the Apache License, Version 2.0
+ * (the "License"); you may not use this file except in compliance with
+ * the License.  You may obtain a copy of the License at
+ *
+ *      http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package org.apache.commons.math4.rng.internal.util;
+
+/**
+ * Creates a single value by "xor" of all the values in the input array.
+ *
+ * @since 4.0
+ */
+public class IntArray2Int implements SeedConverter<int[], Integer> {
+    /** {@inheritDoc} */
+    @Override
+    public Integer convert(int[] seed) {
+        int out = 0;
+        for (int i = 0; i < seed.length; i++) {
+            out ^= seed[i];
+        }
+
+        return out;
+    }
+
+    /** {@inheritDoc} */
+    @Override
+    public String toString() {
+        return getClass().getSimpleName();
+    }
+}
diff --git a/src/main/java/org/apache/commons/math4/rng/internal/util/IntArray2LongArray.java b/src/main/java/org/apache/commons/math4/rng/internal/util/IntArray2LongArray.java
new file mode 100644
index 000000000..399de7f51
--- /dev/null
+++ b/src/main/java/org/apache/commons/math4/rng/internal/util/IntArray2LongArray.java
@@ -0,0 +1,44 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one or more
+ * contributor license agreements.  See the NOTICE file distributed with
+ * this work for additional information regarding copyright ownership.
+ * The ASF licenses this file to You under the Apache License, Version 2.0
+ * (the "License"); you may not use this file except in compliance with
+ * the License.  You may obtain a copy of the License at
+ *
+ *      http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package org.apache.commons.math4.rng.internal.util;
+
+/**
+ * Creates a {@code long[]} from an {@code int[]}.
+ *
+ * @since 4.0
+ */
+public class IntArray2LongArray implements SeedConverter<int[], long[]> {
+    /** {@inheritDoc} */
+    @Override
+    public long[] convert(int[] seed) {
+        final int outSize = (seed.length + 1) / 2;
+        final long[] out = new long[outSize];
+        for (int i = 0; i < outSize; i++) {
+            final int lo = seed[i];
+            final int hi = outSize + i < seed.length ? seed[outSize + i] : 0;
+            out[i] = NumberFactory.makeLong(hi, lo) ;
+        }
+
+        return out;
+    }
+
+    /** {@inheritDoc} */
+    @Override
+    public String toString() {
+        return getClass().getSimpleName();
+    }
+}
diff --git a/src/main/java/org/apache/commons/math4/rng/internal/util/Long2Int.java b/src/main/java/org/apache/commons/math4/rng/internal/util/Long2Int.java
new file mode 100644
index 000000000..638b17337
--- /dev/null
+++ b/src/main/java/org/apache/commons/math4/rng/internal/util/Long2Int.java
@@ -0,0 +1,36 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one or more
+ * contributor license agreements.  See the NOTICE file distributed with
+ * this work for additional information regarding copyright ownership.
+ * The ASF licenses this file to You under the Apache License, Version 2.0
+ * (the "License"); you may not use this file except in compliance with
+ * the License.  You may obtain a copy of the License at
+ *
+ *      http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package org.apache.commons.math4.rng.internal.util;
+
+/**
+ * Converts a {@code Long} to an {@code Integer}.
+ *
+ * @since 4.0
+ */
+public class Long2Int implements SeedConverter<Long, Integer> {
+    /** {@inheritDoc} */
+    @Override
+    public Integer convert(Long seed) {
+        return NumberFactory.makeInt(seed);
+    }
+
+    /** {@inheritDoc} */
+    @Override
+    public String toString() {
+        return getClass().getSimpleName();
+    }
+}
diff --git a/src/main/java/org/apache/commons/math4/rng/internal/util/Long2IntArray.java b/src/main/java/org/apache/commons/math4/rng/internal/util/Long2IntArray.java
new file mode 100644
index 000000000..84e5016ea
--- /dev/null
+++ b/src/main/java/org/apache/commons/math4/rng/internal/util/Long2IntArray.java
@@ -0,0 +1,50 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one or more
+ * contributor license agreements.  See the NOTICE file distributed with
+ * this work for additional information regarding copyright ownership.
+ * The ASF licenses this file to You under the Apache License, Version 2.0
+ * (the "License"); you may not use this file except in compliance with
+ * the License.  You may obtain a copy of the License at
+ *
+ *      http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package org.apache.commons.math4.rng.internal.util;
+
+import org.apache.commons.math4.rng.internal.source64.SplitMix64;
+
+/**
+ * Uses a {@code long} value to seed a {@link SplitMix64} RNG and
+ * create a {@code int[]} with the requested number of random
+ * values.
+ *
+ * @since 4.0
+ */
+public class Long2IntArray implements SeedConverter<Long, int[]> {
+    /** Size of the output array. */
+    private final int size;
+
+    /**
+     * @param size Size of the output array.
+     */
+    public Long2IntArray(int size) {
+        this.size = size;
+    }
+
+    /** {@inheritDoc} */
+    @Override
+    public int[] convert(Long seed) {
+        return SeedFactory.createIntArray(size, new SplitMix64(seed));
+    }
+
+    /** {@inheritDoc} */
+    @Override
+    public String toString() {
+        return getClass().getSimpleName() + "(size=" + size + ")";
+    }
+}
diff --git a/src/main/java/org/apache/commons/math4/rng/internal/util/Long2LongArray.java b/src/main/java/org/apache/commons/math4/rng/internal/util/Long2LongArray.java
new file mode 100644
index 000000000..9d8b70078
--- /dev/null
+++ b/src/main/java/org/apache/commons/math4/rng/internal/util/Long2LongArray.java
@@ -0,0 +1,56 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one or more
+ * contributor license agreements.  See the NOTICE file distributed with
+ * this work for additional information regarding copyright ownership.
+ * The ASF licenses this file to You under the Apache License, Version 2.0
+ * (the "License"); you may not use this file except in compliance with
+ * the License.  You may obtain a copy of the License at
+ *
+ *      http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package org.apache.commons.math4.rng.internal.util;
+
+import org.apache.commons.math4.rng.internal.source64.SplitMix64;
+
+/**
+ * Uses a {@code Long} value to seed a {@link SplitMix64} RNG and
+ * create a {@code long[]} with the requested number of random
+ * values.
+ *
+ * @since 4.0
+ */
+public class Long2LongArray implements SeedConverter<Long, long[]> {
+    /** Size of the output array. */
+    private final int size;
+
+    /**
+     * @param size Size of the output array.
+     */
+    public Long2LongArray(int size) {
+        this.size = size;
+    }
+
+    /** {@inheritDoc} */
+    @Override
+    public long[] convert(Long seed) {
+        final long[] out = new long[size];
+        final SplitMix64 rng = new SplitMix64(seed);
+        for (int i = 0; i < size; i++) {
+            out[i] = rng.nextLong();
+        }
+
+        return out;
+    }
+
+    /** {@inheritDoc} */
+    @Override
+    public String toString() {
+        return getClass().getSimpleName() + "(size: " + size + ")";
+    }
+}
diff --git a/src/main/java/org/apache/commons/math4/rng/internal/util/LongArray2IntArray.java b/src/main/java/org/apache/commons/math4/rng/internal/util/LongArray2IntArray.java
new file mode 100644
index 000000000..67b2ba84e
--- /dev/null
+++ b/src/main/java/org/apache/commons/math4/rng/internal/util/LongArray2IntArray.java
@@ -0,0 +1,43 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one or more
+ * contributor license agreements.  See the NOTICE file distributed with
+ * this work for additional information regarding copyright ownership.
+ * The ASF licenses this file to You under the Apache License, Version 2.0
+ * (the "License"); you may not use this file except in compliance with
+ * the License.  You may obtain a copy of the License at
+ *
+ *      http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package org.apache.commons.math4.rng.internal.util;
+
+/**
+ * Creates an {@code int[]} from a {@code long[]}.
+ *
+ * @since 4.0
+ */
+public class LongArray2IntArray implements SeedConverter<long[], int[]> {
+    /** {@inheritDoc} */
+    @Override
+    public int[] convert(long[] seed) {
+        final int[] out = new int[seed.length * 2];
+        for (int i = 0; i < seed.length; i++) {
+            final long current = seed[i];
+            out[i] = NumberFactory.extractLo(current);
+            out[seed.length + i] = NumberFactory.extractHi(current);
+        }
+
+        return out;
+    }
+
+    /** {@inheritDoc} */
+    @Override
+    public String toString() {
+        return getClass().getSimpleName();
+    }
+}
diff --git a/src/main/java/org/apache/commons/math4/rng/internal/util/LongArray2Long.java b/src/main/java/org/apache/commons/math4/rng/internal/util/LongArray2Long.java
new file mode 100644
index 000000000..4556aaf64
--- /dev/null
+++ b/src/main/java/org/apache/commons/math4/rng/internal/util/LongArray2Long.java
@@ -0,0 +1,41 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one or more
+ * contributor license agreements.  See the NOTICE file distributed with
+ * this work for additional information regarding copyright ownership.
+ * The ASF licenses this file to You under the Apache License, Version 2.0
+ * (the "License"); you may not use this file except in compliance with
+ * the License.  You may obtain a copy of the License at
+ *
+ *      http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package org.apache.commons.math4.rng.internal.util;
+
+/**
+ * Creates a single value by "xor" of all the values in the input array.
+ *
+ * @since 4.0
+ */
+public class LongArray2Long implements SeedConverter<long[], Long> {
+    /** {@inheritDoc} */
+    @Override
+    public Long convert(long[] seed) {
+        long out = 0;
+        for (int i = 0; i < seed.length; i++) {
+            out ^= seed[i];
+        }
+
+        return out;
+    }
+
+    /** {@inheritDoc} */
+    @Override
+    public String toString() {
+        return getClass().getSimpleName();
+    }
+}
diff --git a/src/main/java/org/apache/commons/math4/rng/internal/util/LongMixInt.java b/src/main/java/org/apache/commons/math4/rng/internal/util/LongMixInt.java
new file mode 100644
index 000000000..e30a0727e
--- /dev/null
+++ b/src/main/java/org/apache/commons/math4/rng/internal/util/LongMixInt.java
@@ -0,0 +1,50 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one or more
+ * contributor license agreements.  See the NOTICE file distributed with
+ * this work for additional information regarding copyright ownership.
+ * The ASF licenses this file to You under the Apache License, Version 2.0
+ * (the "License"); you may not use this file except in compliance with
+ * the License.  You may obtain a copy of the License at
+ *
+ *      http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package org.apache.commons.math4.rng.internal.util;
+
+import org.apache.commons.math4.rng.internal.source64.SplitMix64;
+
+/**
+ * Uses a {@code long} value to seed a {@link SplitMix64} RNG and
+ * create an {@code int[]} with the requested number of random
+ * values.
+ *
+ * @since 4.0
+ */
+public class LongMixInt implements SeedConverter<Long, int[]> {
+    /** Size of the output array. */
+    private final int size;
+
+    /**
+     * @param size Size of the output array.
+     */
+    public LongMixInt(int size) {
+        this.size = size;
+    }
+
+    /** {@inheritDoc} */
+    @Override
+    public int[] convert(Long seed) {
+        return SeedFactory.createIntArray(size, new SplitMix64(seed));
+    }
+
+    /** {@inheritDoc} */
+    @Override
+    public String toString() {
+        return getClass().getSimpleName() + "(size=" + size + ")";
+    }
+}
diff --git a/src/main/java/org/apache/commons/math4/rng/internal/util/LongMixLong.java b/src/main/java/org/apache/commons/math4/rng/internal/util/LongMixLong.java
new file mode 100644
index 000000000..12fb59e17
--- /dev/null
+++ b/src/main/java/org/apache/commons/math4/rng/internal/util/LongMixLong.java
@@ -0,0 +1,56 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one or more
+ * contributor license agreements.  See the NOTICE file distributed with
+ * this work for additional information regarding copyright ownership.
+ * The ASF licenses this file to You under the Apache License, Version 2.0
+ * (the "License"); you may not use this file except in compliance with
+ * the License.  You may obtain a copy of the License at
+ *
+ *      http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package org.apache.commons.math4.rng.internal.util;
+
+import org.apache.commons.math4.rng.internal.source64.SplitMix64;
+
+/**
+ * Uses a {@code long} value to seed a {@link SplitMix64} RNG and
+ * create a {@code long[]} with the requested number of random
+ * values.
+ *
+ * @since 4.0
+ */
+public class LongMixLong implements SeedConverter<Long, long[]> {
+    /** Size of the output array. */
+    private final int size;
+
+    /**
+     * @param size Size of the output array.
+     */
+    public LongMixLong(int size) {
+        this.size = size;
+    }
+
+    /** {@inheritDoc} */
+    @Override
+    public long[] convert(Long seed) {
+        final long[] out = new long[size];
+        final SplitMix64 rng = new SplitMix64(seed);
+        for (int i = 0; i < size; i++) {
+            out[i] = rng.nextLong();
+        }
+
+        return out;
+    }
+
+    /** {@inheritDoc} */
+    @Override
+    public String toString() {
+        return getClass().getSimpleName() + "(size: " + size + ")";
+    }
+}
diff --git a/src/main/java/org/apache/commons/math4/rng/internal/util/NoOpConverter.java b/src/main/java/org/apache/commons/math4/rng/internal/util/NoOpConverter.java
new file mode 100644
index 000000000..08aee80f4
--- /dev/null
+++ b/src/main/java/org/apache/commons/math4/rng/internal/util/NoOpConverter.java
@@ -0,0 +1,40 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one or more
+ * contributor license agreements.  See the NOTICE file distributed with
+ * this work for additional information regarding copyright ownership.
+ * The ASF licenses this file to You under the Apache License, Version 2.0
+ * (the "License"); you may not use this file except in compliance with
+ * the License.  You may obtain a copy of the License at
+ *
+ *      http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package org.apache.commons.math4.rng.internal.util;
+
+
+/**
+ * Dummy converter that simply passes on its input.
+ * It can be useful to avoid "unchecked" compiler warnings.
+ *
+ * @param <SEED> Seed type.
+ *
+ * @since 4.0
+ */
+public class NoOpConverter<SEED> implements SeedConverter<SEED, SEED> {
+    /** {@inheritDoc} */
+    @Override
+    public SEED convert(SEED seed) {
+        return seed;
+    }
+
+    /** {@inheritDoc} */
+    @Override
+    public String toString() {
+        return "Pass-through";
+    }
+}
diff --git a/src/main/java/org/apache/commons/math4/rng/internal/util/NumberFactory.java b/src/main/java/org/apache/commons/math4/rng/internal/util/NumberFactory.java
new file mode 100644
index 000000000..befb16c3c
--- /dev/null
+++ b/src/main/java/org/apache/commons/math4/rng/internal/util/NumberFactory.java
@@ -0,0 +1,327 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one or more
+ * contributor license agreements.  See the NOTICE file distributed with
+ * this work for additional information regarding copyright ownership.
+ * The ASF licenses this file to You under the Apache License, Version 2.0
+ * (the "License"); you may not use this file except in compliance with
+ * the License.  You may obtain a copy of the License at
+ *
+ *      http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package org.apache.commons.math4.rng.internal.util;
+
+import java.util.Arrays;
+import org.apache.commons.math4.exception.DimensionMismatchException;
+
+/**
+ * Utility for creating number types from one or two {@code int} values
+ * or one {@code long} value, or a sequence of bytes.
+ */
+public final class NumberFactory {
+    /** See {@link #makeDouble(long)} */
+    private static final long DOUBLE_HIGH_BITS = 0x3ffL << 52;
+    /** See {@link #makeFloat(int)} */
+    private static final float FLOAT_MULTIPLIER = 0x1.0p-23f;
+    /** See {@link #makeDouble(int, int)} */
+    private static final double DOUBLE_MULTIPLIER = 0x1.0p-52d;
+    /** Lowest byte mask. */
+    private static final long LONG_LOWEST_BYTE_MASK = 0xffL;
+    /** Number of bytes in a {@code long} */
+    private static final int LONG_SIZE = 8;
+    /** Lowest byte mask. */
+    private static final int INT_LOWEST_BYTE_MASK = 0xff;
+    /** Number of bytes in a {@code int} */
+    private static final int INT_SIZE = 4;
+
+    /**
+     * Class contains only static methods.
+     */
+    private NumberFactory() {}
+
+    /**
+     * @param v Number.
+     * @return a boolean.
+     */
+    public static boolean makeBoolean(int v) {
+        return (v >>> 31) != 0;
+    }
+
+    /**
+     * @param v Number.
+     * @return a boolean.
+     */
+    public static boolean makeBoolean(long v) {
+        return (v >>> 63) != 0;
+    }
+
+    /**
+     * @param v Number.
+     * @return a {@code double} value in the interval {@code [0, 1]}.
+     */
+    public static double makeDouble(long v) {
+        // http://xorshift.di.unimi.it
+        return Double.longBitsToDouble(DOUBLE_HIGH_BITS | v >>> 12) - 1d;
+    }
+
+    /**
+     * @param v Number (high order bits).
+     * @param w Number (low order bits).
+     * @return a {@code double} value in the interval {@code [0, 1]}.
+     */
+    public static double makeDouble(int v,
+                                    int w) {
+        final long high = ((long) (v >>> 6)) << 26;
+        final int low = w >>> 6;
+        return (high | low) * DOUBLE_MULTIPLIER;
+    }
+
+    /**
+     * @param v Number.
+     * @return a {@code float} value in the interval {@code [0, 1]}.
+     */
+    public static float makeFloat(int v) {
+        return (v >>> 9) * FLOAT_MULTIPLIER;
+    }
+
+    /**
+     * @param v Number (high order bits).
+     * @param w Number (low order bits).
+     * @return a {@code long} value.
+     */
+    public static long makeLong(int v,
+                                int w) {
+        return (((long) v) << 32) | (w & 0xffffffffL);
+    }
+
+    /**
+     * Creates an {@code int} from a {@code long}.
+     *
+     * @param v Number.
+     * @return an {@code int} value made from the "xor" of the
+     * {@link #extractHi(long) high order bits} and
+     * {@link #extractLo(long) low order bits} of {@code v}.
+     */
+    public static int makeInt(long v) {
+        return extractHi(v) ^ extractLo(v);
+    }
+
+    /**
+     * Creates an {@code int} from a {@code long}, using the high order bits.
+     * <p>
+     * The returned value is such that if
+     * <pre><code>
+     *  vL = extractLo(v);
+     *  vH = extractHi(v);
+     * </code></pre>
+     * then {@code v} is equal to {@link #makeLong(int,int) makeLong(vH, vL)}.
+     * </p>
+     *
+     * @param v Number.
+     * @return an {@code int} value made from the most significant bits
+     * of {@code v}.
+     */
+    public static int extractHi(long v) {
+        return (int) (v >>> 32);
+    }
+
+    /**
+     * Creates an {@code int} from a {@code long}, using the low order bits.
+     * <p>
+     * The returned value is such that if
+     * <pre><code>
+     *  vL = extractLo(v);
+     *  vH = extractHi(v);
+     * </code></pre>
+     * then {@code v} is equal to {@link #makeLong(int,int) makeLong(vH, vL)}.
+     * </p>
+     *
+     * @param v Number.
+     * @return an {@code int} value made from the least significant bits
+     * of {@code v}.
+     */
+    public static int extractLo(long v) {
+        return (int) v;
+    }
+
+    /**
+     * Splits a {@code long} into 8 bytes.
+     *
+     * @param v Value.
+     * @return the bytes that compose the given value (least-significant
+     * byte first).
+     */
+    public static byte[] makeByteArray(long v) {
+        final byte[] b = new byte[LONG_SIZE];
+
+        for (int i = 0; i < LONG_SIZE; i++) {
+            final int shift = i * 8;
+            b[i] = (byte) ((v >>> shift) & LONG_LOWEST_BYTE_MASK);
+        }
+
+        return b;
+    }
+
+    /**
+     * Creates a {@code long} from 8 bytes.
+     *
+     * @param input Input.
+     * @return the value that correspond to the given bytes assuming
+     * that the is ordered in increasing byte significance (i.e. the
+     * first byte in the array is the least-siginficant).
+     * @throws DimensionMismatchException if {@code input.length != 8}.
+     */
+    public static long makeLong(byte[] input) {
+        if (input.length != LONG_SIZE) {
+            throw new DimensionMismatchException(input.length, LONG_SIZE);
+        }
+
+        long v = 0;
+        for (int i = 0; i < LONG_SIZE; i++) {
+            final int shift = i * 8;
+            v |= (((long) input[i]) & LONG_LOWEST_BYTE_MASK) << shift;
+        }
+
+        return v;
+    }
+
+    /**
+     * Splits an array of {@code long} values into a sequence of bytes.
+     * This method calls {@link #makeByteArray(long)} for each element of
+     * the {@code input}.
+     *
+     * @param input Input.
+     * @return an array of bytes.
+     */
+    public static byte[] makeByteArray(long[] input) {
+        final int size = input.length * LONG_SIZE;
+        final byte[] b = new byte[size];
+
+        for (int i = 0; i < input.length; i++) {
+            final byte[] current = makeByteArray(input[i]);
+            System.arraycopy(current, 0, b, i * LONG_SIZE, LONG_SIZE);
+        }
+
+        return b;
+    }
+
+    /**
+     * Creates an array of {@code long} values from a sequence of bytes.
+     * This method calls {@link #makeLong(byte[])} for each subsequence
+     * of 8 bytes.
+     *
+     * @param input Input.
+     * @return an array of {@code long}.
+     * @throws DimensionMismatchException if {@code input.length} is not
+     * a multiple of 8.
+     */
+    public static long[] makeLongArray(byte[] input) {
+        final int size = input.length;
+        final int num = size / LONG_SIZE;
+        if (num * LONG_SIZE != size) {
+            throw new DimensionMismatchException(size, num * LONG_SIZE);
+        }
+
+        final long[] output = new long[num];
+        for (int i = 0; i < num; i++) {
+            final int from = i * LONG_SIZE;
+            final byte[] current = Arrays.copyOfRange(input, from, from + LONG_SIZE);
+            output[i] = makeLong(current);
+        }
+
+        return output;
+    }
+
+    /**
+     * Splits an {@code int} into 4 bytes.
+     *
+     * @param v Value.
+     * @return the bytes that compose the given value (least-significant
+     * byte first).
+     */
+    public static byte[] makeByteArray(int v) {
+        final byte[] b = new byte[INT_SIZE];
+
+        for (int i = 0; i < INT_SIZE; i++) {
+            final int shift = i * 8;
+            b[i] = (byte) ((v >>> shift) & INT_LOWEST_BYTE_MASK);
+        }
+
+        return b;
+    }
+
+    /**
+     * Creates an {@code int} from 4 bytes.
+     *
+     * @param input Input.
+     * @return the value that correspond to the given bytes assuming
+     * that the is ordered in increasing byte significance (i.e. the
+     * first byte in the array is the least-siginficant).
+     * @throws DimensionMismatchException if {@code input.length != 4}.
+     */
+    public static int makeInt(byte[] input) {
+        if (input.length != INT_SIZE) {
+            throw new DimensionMismatchException(input.length, INT_SIZE);
+        }
+
+        int v = 0;
+        for (int i = 0; i < INT_SIZE; i++) {
+            final int shift = i * 8;
+            v |= (((int) input[i]) & INT_LOWEST_BYTE_MASK) << shift;
+        }
+
+        return v;
+    }
+
+    /**
+     * Splits an array of {@code int} values into a sequence of bytes.
+     * This method calls {@link #makeByteArray(int)} for each element of
+     * the {@code input}.
+     *
+     * @param input Input.
+     * @return an array of bytes.
+     */
+    public static byte[] makeByteArray(int[] input) {
+        final int size = input.length * INT_SIZE;
+        final byte[] b = new byte[size];
+
+        for (int i = 0; i < input.length; i++) {
+            final byte[] current = makeByteArray(input[i]);
+            System.arraycopy(current, 0, b, i * INT_SIZE, INT_SIZE);
+        }
+
+        return b;
+    }
+
+    /**
+     * Creates an array of {@code int} values from a sequence of bytes.
+     * This method calls {@link #makeInt(byte[])} for each subsequence
+     * of 4 bytes.
+     *
+     * @param input Input. Length must be a multiple of 4.
+     * @return an array of {@code int}.
+     * @throws DimensionMismatchException if {@code input.length} is not
+     * a multiple of 4.
+     */
+    public static int[] makeIntArray(byte[] input) {
+        final int size = input.length;
+        final int num = size / INT_SIZE;
+        if (num * INT_SIZE != size) {
+            throw new DimensionMismatchException(size, num * INT_SIZE);
+        }
+
+        final int[] output = new int[num];
+        for (int i = 0; i < num; i++) {
+            final int from = i * INT_SIZE;
+            final byte[] current = Arrays.copyOfRange(input, from, from + INT_SIZE);
+            output[i] = makeInt(current);
+        }
+
+        return output;
+    }
+}
diff --git a/src/main/java/org/apache/commons/math4/rng/internal/util/SeedConverter.java b/src/main/java/org/apache/commons/math4/rng/internal/util/SeedConverter.java
new file mode 100644
index 000000000..532277b15
--- /dev/null
+++ b/src/main/java/org/apache/commons/math4/rng/internal/util/SeedConverter.java
@@ -0,0 +1,35 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one or more
+ * contributor license agreements.  See the NOTICE file distributed with
+ * this work for additional information regarding copyright ownership.
+ * The ASF licenses this file to You under the Apache License, Version 2.0
+ * (the "License"); you may not use this file except in compliance with
+ * the License.  You may obtain a copy of the License at
+ *
+ *      http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package org.apache.commons.math4.rng.internal.util;
+
+/**
+ * Seed converter.
+ *
+ * @param <IN> Input seed type.
+ * @param <OUT> Output seed type.
+ *
+ * @since 4.0
+ */
+public interface SeedConverter<IN, OUT> {
+    /**
+     * Converts seed from input type to output type.
+     *
+     * @param seed Original seed value.
+     * @return the converted seed value.
+     */
+    OUT convert(IN seed);
+}
diff --git a/src/main/java/org/apache/commons/math4/rng/internal/util/SeedConverterComposer.java b/src/main/java/org/apache/commons/math4/rng/internal/util/SeedConverterComposer.java
new file mode 100644
index 000000000..c39c7d893
--- /dev/null
+++ b/src/main/java/org/apache/commons/math4/rng/internal/util/SeedConverterComposer.java
@@ -0,0 +1,56 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one or more
+ * contributor license agreements.  See the NOTICE file distributed with
+ * this work for additional information regarding copyright ownership.
+ * The ASF licenses this file to You under the Apache License, Version 2.0
+ * (the "License"); you may not use this file except in compliance with
+ * the License.  You may obtain a copy of the License at
+ *
+ *      http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package org.apache.commons.math4.rng.internal.util;
+
+/**
+ * Composes two {@link SeedConverter converters}.
+ *
+ * @param <IN> Input seed type.
+ * @param <TRANS> Transitional seed type.
+ * @param <OUT> Output seed type.
+ *
+ * @since 4.0
+ */
+public class SeedConverterComposer<IN, TRANS, OUT> implements SeedConverter<IN, OUT> {
+    /** First conversion. */
+    private SeedConverter<IN, TRANS> first;
+    /** Second conversion. */
+    private SeedConverter<TRANS, OUT> second;
+
+    /**
+     * @param first First conversion.
+     * @param second second conversion.
+     */
+    public SeedConverterComposer(SeedConverter<IN, TRANS> first,
+                                 SeedConverter<TRANS, OUT> second) {
+        this.first = first;
+        this.second = second;
+    }
+
+    /** {@inheritDoc} */
+    @Override
+    public OUT convert(IN seed) {
+        final TRANS trans = first.convert(seed);
+        return second.convert(trans);
+    }
+
+    /** {@inheritDoc} */
+    @Override
+    public String toString() {
+        return getClass().getSimpleName() + " (" + second + " o " + first + ")";
+    }
+}
diff --git a/src/main/java/org/apache/commons/math4/rng/internal/util/SeedFactory.java b/src/main/java/org/apache/commons/math4/rng/internal/util/SeedFactory.java
new file mode 100644
index 000000000..dc867f2e2
--- /dev/null
+++ b/src/main/java/org/apache/commons/math4/rng/internal/util/SeedFactory.java
@@ -0,0 +1,262 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one or more
+ * contributor license agreements.  See the NOTICE file distributed with
+ * this work for additional information regarding copyright ownership.
+ * The ASF licenses this file to You under the Apache License, Version 2.0
+ * (the "License"); you may not use this file except in compliance with
+ * the License.  You may obtain a copy of the License at
+ *
+ *      http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package org.apache.commons.math4.rng.internal.util;
+
+import org.apache.commons.math4.rng.internal.source32.RandomIntSource;
+import org.apache.commons.math4.rng.internal.source32.Well44497b;
+import org.apache.commons.math4.rng.internal.source64.RandomLongSource;
+import org.apache.commons.math4.rng.internal.source64.SplitMix64;
+
+/**
+ * Utilities related to seeding.
+ *
+ * <p>
+ * This class provides methods to generate random seeds (single values
+ * or arrays of values, of {@code int} or {@code long} types) that can
+ * be passed to the {@link org.apache.commons.math4.rng.RandomSource
+ * methods that create a generator instance}.
+ * <br>
+ * Although the seed-generating methods defined in this class will likely
+ * return different values for all calls, there is no guarantee that the
+ * produced seed will result always in a "good" sequence of numbers (even
+ * if the generator initialized with that seed is good).
+ * <br>
+ * There is <i>no guarantee</i> that sequences will not overlap.
+ * </p>
+ *
+ * @since 4.0
+ */
+public class SeedFactory {
+    /** Generator with a long period. */
+    private static final RandomIntSource SEED_GENERATOR;
+
+    static {
+        // Another RNG for initializing the "SEED_GENERATOR".
+        final long t = System.currentTimeMillis();
+        final int h = System.identityHashCode(Runtime.getRuntime());
+        final SplitMix64 rng = new SplitMix64(t ^ NumberFactory.makeLong(h, ~h));
+
+        final int blockCount = 1391; // Size of the state array of "Well44497b".
+        SEED_GENERATOR = new Well44497b(createIntArray(blockCount, rng));
+    }
+
+    /**
+     * Class contains only static methods.
+     */
+    private SeedFactory() {}
+
+    /**
+     * Creates a number for use as a seed.
+     *
+     * @return a random number.
+     */
+    public static int createInt() {
+        return createInt(SEED_GENERATOR, System.identityHashCode(new Object()));
+    }
+
+    /**
+     * Creates a number for use as a seed.
+     *
+     * @return a random number.
+     */
+    public static long createLong() {
+        return createLong(SEED_GENERATOR, System.identityHashCode(new Object()));
+    }
+
+    /**
+     * Creates an array of numbers for use as a seed.
+     *
+     * @param n Size of the array to create.
+     * @return an array of {@code n} random numbers.
+     */
+    public static int[] createIntArray(int n) {
+        return createIntArray(n, SEED_GENERATOR, new Object());
+    }
+
+    /**
+     * Creates an array of numbers for use as a seed.
+     *
+     * @param n Size of the array to create.
+     * @return an array of {@code n} random numbers.
+     */
+    public static long[] createLongArray(int n) {
+        return createLongArray(n, SEED_GENERATOR, new Object());
+    }
+
+    /**
+     * Creates an array of numbers for use as a seed.
+     *
+     * @param n Size of the array to create.
+     * @param source Source of randomness.
+     * @return an array of {@code n} random numbers drawn from the
+     * {@code source}.
+     */
+    static long[] createLongArray(int n,
+                                  RandomIntSource source) {
+        return createLongArray(n, source, null);
+    }
+
+    /**
+     * Creates an array of numbers for use as a seed.
+     *
+     * @param n Size of the array to create.
+     * @param source Source of randomness.
+     * @return an array of {@code n} random numbers drawn from the
+     * {@code source}.
+     */
+    static int[] createIntArray(int n,
+                                RandomLongSource source) {
+        return createIntArray(n, source, null);
+    }
+
+    /**
+     * Creates an array of numbers for use as a seed.
+     *
+     * @param n Size of the array to create.
+     * @param source Source of randomness.
+     * @return an array of {@code n} random numbers drawn from the
+     * {@code source}.
+     */
+    static int[] createIntArray(int n,
+                                RandomIntSource source) {
+        return createIntArray(n, source, null);
+    }
+
+    /**
+     * Creates an array of numbers for use as a seed.
+     *
+     * @param n Size of the array to create.
+     * @param source Source of randomness.
+     * @param h Arbitrary object whose {@link System#identityHashCode(Object)
+     * hash code} will be combined with the next number drawn from
+     * the {@code source}.
+     * @return an array of {@code n} random numbers.
+     */
+    private static long[] createLongArray(int n,
+                                          RandomIntSource source,
+                                          Object h) {
+        final long[] array = new long[n];
+
+        final int hash = System.identityHashCode(h);
+        for (int i = 0; i < n; i++) {
+            array[i] = createLong(source, hash);
+        }
+
+        return array;
+    }
+
+    /**
+     * Creates an array of numbers for use as a seed.
+     *
+     * @param n Size of the array to create.
+     * @param source Source of randomness.
+     * @param h Arbitrary object whose {@link System#identityHashCode(Object)
+     * hash code} will be combined with the next number drawn from
+     * the {@code source}.
+     * @return an array of {@code n} random numbers.
+     */
+    private static int[] createIntArray(int n,
+                                        RandomLongSource source,
+                                        Object h) {
+        final int[] array = new int[n];
+
+        final int hash = System.identityHashCode(h);
+        for (int i = 0; i < n; i += 2) {
+            final long v = createLong(source, hash);
+
+            array[i] = NumberFactory.extractHi(v);
+
+            if (i + 1 < n) {
+                array[i + 1] = NumberFactory.extractLo(v);
+            }
+        }
+
+        return array;
+    }
+
+    /**
+     * Creates an array of numbers for use as a seed.
+     *
+     * @param n Size of the array to create.
+     * @param source Source of randomness.
+     * @param h Arbitrary object whose {@link System#identityHashCode(Object)
+     * hash code} will be combined with the next number drawn from
+     * the {@code source}.
+     * @return an array of {@code n} random numbers.
+     */
+    private static int[] createIntArray(int n,
+                                        RandomIntSource source,
+                                        Object h) {
+        final int[] array = new int[n];
+
+        final int hash = System.identityHashCode(h);
+        for (int i = 0; i < n; i++) {
+            array[i] = createInt(source, hash);
+        }
+
+        return array;
+    }
+
+    /**
+     * Creates a random number by performing an "xor" between the
+     * next value in the sequence of the {@code source} and the
+     * given {@code number}.
+     *
+     * @param source Source of randomness.
+     * @param number Arbitrary number.
+     * @return a random number.
+     */
+    private static long createLong(RandomLongSource source,
+                                   int number) {
+        synchronized (source) {
+            return source.next() ^ NumberFactory.makeLong(number, number);
+        }
+    }
+
+    /**
+     * Creates a random number by performing an "xor" between the
+     * the next value in the sequence of the {@code source} and the
+     * given {@code number}.
+     *
+     * @param source Source of randomness.
+     * @param number Arbitrary number.
+     * @return a random number.
+     */
+    private static long createLong(RandomIntSource source,
+                                   int number) {
+        synchronized (source) {
+            return NumberFactory.makeLong(source.next() ^ number,
+                                          source.next() ^ number);
+        }
+    }
+
+    /**
+     * Creates a random number by performing an "xor" between the
+     * next value in the sequence of the {@code source} and the
+     * given {@code number}.
+     *
+     * @param source Source of randomness.
+     * @param number Arbitrary number.
+     * @return a random number.
+     */
+    private static int createInt(RandomIntSource source,
+                                 int number) {
+        synchronized (source) {
+            return source.next() ^ number;
+        }
+    }
+}
diff --git a/src/main/java/org/apache/commons/math4/rng/internal/util/package-info.java b/src/main/java/org/apache/commons/math4/rng/internal/util/package-info.java
new file mode 100644
index 000000000..9ce521321
--- /dev/null
+++ b/src/main/java/org/apache/commons/math4/rng/internal/util/package-info.java
@@ -0,0 +1,22 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one or more
+ * contributor license agreements.  See the NOTICE file distributed with
+ * this work for additional information regarding copyright ownership.
+ * The ASF licenses this file to You under the Apache License, Version 2.0
+ * (the "License"); you may not use this file except in compliance with
+ * the License.  You may obtain a copy of the License at
+ *
+ *      http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+/**
+ * Utilities for seed conversion.
+ */
+
+package org.apache.commons.math4.rng.internal.util;
diff --git a/src/main/java/org/apache/commons/math4/rng/package-info.java b/src/main/java/org/apache/commons/math4/rng/package-info.java
new file mode 100644
index 000000000..19c5755d1
--- /dev/null
+++ b/src/main/java/org/apache/commons/math4/rng/package-info.java
@@ -0,0 +1,95 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one or more
+ * contributor license agreements.  See the NOTICE file distributed with
+ * this work for additional information regarding copyright ownership.
+ * The ASF licenses this file to You under the Apache License, Version 2.0
+ * (the "License"); you may not use this file except in compliance with
+ * the License.  You may obtain a copy of the License at
+ *
+ *      http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+/**
+ * <h3>Randomness Providers</h3>
+ *
+ * <p>
+ * This package contains the public API for generating sequences of
+ * pseudo-random numbers that are <i>uniformly distributed</i> in a
+ * specified range.
+ * <br>
+ * All implemented generators can be instantiated through
+ * {@link org.apache.commons.math4.rng.RandomSource factory methods}.
+ * The low-level classes, that define how the randomness is produced,
+ * are implemented in package {@link org.apache.commons.math4.rng.internal}
+ * and its sub-packages, but should not be used directly.
+ * <br>
+ * The generators are <i>not</i> thread-safe: Parallel applications must
+ * use different generator instances in different threads.
+ * </p>
+ *
+ * <p>
+ * In the case of pseudo-random generators, the source of randomness is
+ * usually a set of numbers whose bits representation are scrambled in such
+ * a way as to produce a random-looking sequence.
+ * <br>
+ * The main property of the sequence is that the numbers must be uniformly
+ * distributed within their allowed range.
+ * <br>
+ * Classes in this package do not provide any further processing of the
+ * number generation such as to match other types of distribution.
+ * </p>
+ *
+ * <p>
+ * Which source of randomness to choose may depend on which properties
+ * are more important.
+ * Considerations can include speed of generation, memory usage, period
+ * size, equidistribution, correlation, etc.
+ * <br>
+ * For some of the generators, interesting properties (of the reference
+ * implementations) are proven in scientific papers.
+ * Some generators can also suffer from potential weaknesses.
+ * </p>
+ *
+ * <p>
+ * For simple sampling, any of the generators implemented in this library
+ * may be sufficient.
+ * <br>
+ * For Monte-Carlo simulations that require generating high-dimensional
+ * vectors), equidistribution and non-correlation are crucial.
+ * The <i>Mersenne Twister</i> and <i>Well</i> generators have
+ * equidistribution properties proven according to their bits pool size
+ * which is directly related to their period (all of them have maximal
+ * period, i.e. a generator with size {@code n} pool has a period
+ * <code>2<sup>n</sup>-1</code>).
+ * They also have equidistribution properties for 32 bits blocks up to
+ * {@code s/32} dimension where {@code s} is their pool size.
+ * <br>
+ * For example, {@code Well19937c} is equidistributed up to dimension 623
+ * (i.e. 19937 divided by 32).
+ * It means that a Monte-Carlo simulation generating vectors of {@code n}
+ * (32-bits integer) variables at each iteration has some guarantee on the
+ * properties of its components as long as {@code n < 623}.
+ * Note that if the variables are of type {@code double}, the limit is
+ * divided by two (since 64 bits are needed to create a {@code double}).
+ * <br>
+ * Reference to the relevant publications are listed in the specific
+ * documentation of each class.
+ * </p>
+ *
+ * <p>
+ * Memory usage can vary a lot between providers.
+ * The state of {@code MersenneTwister} is composed of 624 integers,
+ * using about 2.5 kB.
+ * The <i>Well</i> generators use 6 integer arrays, the length of each
+ * being equal to the pool size; thus, for example, {@code Well44497b}
+ * uses about 33 kB.
+ * </p>
+ */
+
+package org.apache.commons.math4.rng;
diff --git a/src/site/apt/userguide/rng.apt b/src/site/apt/userguide/rng.apt
new file mode 100644
index 000000000..a4931b8de
--- /dev/null
+++ b/src/site/apt/userguide/rng.apt
@@ -0,0 +1,228 @@
+~~
+~~ Licensed to the Apache Software Foundation (ASF) under one or more
+~~ contributor license agreements.  See the NOTICE file distributed with
+~~ this work for additional information regarding copyright ownership.
+~~ The ASF licenses this file to You under the Apache License, Version 2.0
+~~ (the "License"); you may not use this file except in compliance with
+~~ the License.  You may obtain a copy of the License at
+~~
+~~      http://www.apache.org/licenses/LICENSE-2.0
+~~
+~~ Unless required by applicable law or agreed to in writing, software
+~~ distributed under the License is distributed on an "AS IS" BASIS,
+~~ WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+~~ See the License for the specific language governing permissions and
+~~ limitations under the License.
+~~
+
+  -----------------------------------------------
+  The Commons Math User Guide - Random Number Generators
+  -----------------------------------------------
+
+20 Random Number Generators
+
+
+* 20.1 Overview
+
+  The <<<rng>>> package contains the random number generation functionality.
+  Please refer to the {{{../apidocs/org/apache/commons/math4/rng/package-summary.html}Javadoc}} of the package for details.
+
+
+
+* 20.2 Performance
+
+  This section reports benchmarks of the RNG implementations.
+  All runs were performed on a platform with the following characteristics:
+
+  * CPU: Intel(R) Core(TM) i7-3770 CPU @ 3.40GHz
+
+  * Java runtime: 1.7.0_95-b00
+
+  * JVM: OpenJDK 64-Bit Server VM 24.95-b01
+
+  []
+
+  The following tables indicates the performance for generating
+
+  * a sequence of 32-bits integers (a.k.a. Java type <<<int>>>)
+
+  * a sequence of 64-bits integers (a.k.a. Java type <<<long>>>)
+
+  * a sequence of 64-bits floating point numbers (a.k.a. Java type <<<double>>>)
+
+  []
+
+  The first column is the RNG identifier (see {{{../apidocs/org/apache/commons/math4/rng/RandomSource.html}RandomSource}}).
+  
+  Two independent benchmarking tools were used:
+
+  * Commons Math <<<PerfTestUtils>>>
+
+  * {{{http://openjdk.java.net/projects/code-tools/jmh/}JMH}}
+
+  []
+  
+  The results of those tools are reported in second and third columns, respectively, where
+  the value is the ratio of the performance of the implementation with respect to the 
+  corresponding performance of the JDK's <<<java.util.Random>>> class.
+  In these tables, <lower> is <better>.
+
+
+
+** Generating <<<int>>> values
+
+
+*---------------------------------*------------------------+--------------+
+|| RNG identifier             || Ratio (PerfTestUtils) || Ratio (JMH) |
+*---------------------------------*------------------------+--------------+
+| JDK         | 1.21                   | 1.000        |
+*---------------------------------*------------------------+--------------+
+| MT   | 1.19                   | 0.639        |
+*---------------------------------*------------------------+--------------+
+| WELL_512_A          | 1.33                   | 0.740        |
+*---------------------------------*------------------------+--------------+
+| WELL_1024_A         | 1.38                   | 0.795        |
+*---------------------------------*------------------------+--------------+
+| WELL_19937_A        | 1.47                   | 1.039        |
+*---------------------------------*------------------------+--------------+
+| WELL_19937_C        | 1.54                   | 1.102        |
+*---------------------------------*------------------------+--------------+
+| WELL_44497_A        | 1.53                   | 1.187        |
+*---------------------------------*------------------------+--------------+
+| WELL_44497_B        | 1.59                   | 1.114        |
+*---------------------------------*------------------------+--------------+
+| ISAAC       | 1.30                   | 0.610        |
+*---------------------------------*------------------------+--------------+
+| MT_64 | 1.31                   | 0.734        |
+*---------------------------------*------------------------+--------------+
+| SPLIT_MIX_64        | 1.00                   | 0.361        |
+*---------------------------------*------------------------+--------------+
+| XOR_SHIFT_1024_S  | 1.09                   | 0.450        |
+*---------------------------------*------------------------+--------------+
+| TWO_CMRES          | 1.14                   | 0.464        |
+*---------------------------------*------------------------+--------------+
+
+
+
+** Generating <<<long>>> values
+
+
+*---------------------------------*------------------------+--------------+
+|| RNG identifier             || Ratio (PerfTestUtils) || Ratio (JMH) |
+*---------------------------------*------------------------+--------------+
+| JDK         | 1.40                   | 1.002        |
+*---------------------------------*------------------------+--------------+
+| MT   | 0.85                   | 0.569        |
+*---------------------------------*------------------------+--------------+
+| WELL_512_A          | 1.05                   | 0.798        |
+*---------------------------------*------------------------+--------------+
+| WELL_1024_A         | 1.08                   | 0.873        |
+*---------------------------------*------------------------+--------------+
+| WELL_19937_A        | 1.21                   | 0.968        |
+*---------------------------------*------------------------+--------------+
+| WELL_19937_C        | 1.27                   | 1.020        |
+*---------------------------------*------------------------+--------------+
+| WELL_44497_A        | 1.26                   | 1.103        |
+*---------------------------------*------------------------+--------------+
+| WELL_44497_B        | 1.31                   | 1.043        |
+*---------------------------------*------------------------+--------------+
+| ISAAC       | 0.96                   | 0.515        |
+*---------------------------------*------------------------+--------------+
+| MT_64 | 0.67                   | 0.343        |
+*---------------------------------*------------------------+--------------+
+| SPLIT_MIX_64        | 0.55                   | 0.175        |
+*---------------------------------*------------------------+--------------+
+| XOR_SHIFT_1024_S  | 0.59                   | 0.207        |
+*---------------------------------*------------------------+--------------+
+| TWO_CMRES          | 0.61                   | 0.223        |
+*---------------------------------*------------------------+--------------+
+
+
+
+** Generating <<<double>>> values
+
+
+*---------------------------------*------------------------+--------------+
+|| RNG identifier             || Ratio (PerfTestUtils) || Ratio (JMH) |
+*---------------------------------*------------------------+--------------+
+| JDK         | 1.15                   | 1.001        |
+*---------------------------------*------------------------+--------------+
+| MT   | 0.86                   | 0.614        |
+*---------------------------------*------------------------+--------------+
+| WELL_512_A          | 1.08                   | 0.839        |
+*---------------------------------*------------------------+--------------+
+| WELL_1024_A         | 1.11                   | 0.899        |
+*---------------------------------*------------------------+--------------+
+| WELL_19937_A        | 1.23                   | 0.984        |
+*---------------------------------*------------------------+--------------+
+| WELL_19937_C        | 1.29                   | 1.069        |
+*---------------------------------*------------------------+--------------+
+| WELL_44497_A        | 1.28                   | 1.125        |
+*---------------------------------*------------------------+--------------+
+| WELL_44497_B        | 1.33                   | 1.093        |
+*---------------------------------*------------------------+--------------+
+| ISAAC       | 0.98                   | 0.583        |
+*---------------------------------*------------------------+--------------+
+| MT_64 | 0.66                   | 0.391        |
+*---------------------------------*------------------------+--------------+
+| SPLIT_MIX_64        | 0.57                   | 0.226        |
+*---------------------------------*------------------------+--------------+
+| XOR_SHIFT_1024_S  | 0.59                   | 0.262        |
+*---------------------------------*------------------------+--------------+
+| TWO_CMRES          | 0.60                   | 0.284        |
+*---------------------------------*------------------------+--------------+
+
+
+* 20.3 Quality
+
+  This section reports results of performing "stress tests" that aim at detecting failures
+  of an implementation to produce sequences of numbers that follow a uniform distribution.
+
+  Two different test suites were used:
+
+  * {{{http://www.phy.duke.edu/~rgb/General/dieharder.php}Dieharder}}
+
+  * {{{http://simul.iro.umontreal.ca/testu01/tu01.html}TestU01}}
+
+  []
+
+  The first column is the RNG identifier (see {{{../apidocs/org/apache/commons/math4/rng/RandomSource.html}RandomSource}}).
+  The second and third columns contain the number of tests which <Dieharder> and <TestU01>
+  respectively reported as below the accepted threshold for considering the sequence as
+  uniformly random; hence, in this table, <lower> is <better>.
+
+  For each the two test suites, two runs were performed (using random seeds): Click on one
+  of the numbers of the comma-separated list in order to see the text report of the
+  corresponding run.
+  Note: For <Dieharder>, a failure on the "Diehard Sums Test" can be {{{http://www.phy.duke.edu/~rgb/General/dieharder.php}ignored}}.
+
+
+*---------------------------------*----------------*---------------------*
+|| RNG identifier             || Dieharder     || TestU01 (BigCrush) |
+*----------------*----------------*----------------*---------------------*
+| JDK         | {{{../txt/userguide/rng/stress/dh/run_1/dh_1}13}}, {{{../txt/userguide/rng/stress/dh/run_2/dh_1}11}} | {{{../txt/userguide/rng/stress/tu/run_1/tu_1}77}}, {{{../txt/userguide/rng/stress/tu/run_2/tu_1}74}} |
+*---------------------------------*----------------*----------------*
+| MT   | {{{../txt/userguide/rng/stress/dh/run_1/dh_2}0}}, {{{../txt/userguide/rng/stress/dh/run_2/dh_2}0}} | {{{../txt/userguide/rng/stress/tu/run_1/tu_2}2}}, {{{../txt/userguide/rng/stress/tu/run_2/tu_2}2}} |
+*---------------------------------*----------------*----------------*
+| WELL_512_A          | {{{../txt/userguide/rng/stress/dh/run_1/dh_3}0}}, {{{../txt/userguide/rng/stress/dh/run_2/dh_3}0}} | {{{../txt/userguide/rng/stress/tu/run_1/tu_3}6}}, {{{../txt/userguide/rng/stress/tu/run_2/tu_3}7}} |
+*---------------------------------*----------------*----------------*
+| WELL_1024_A         | {{{../txt/userguide/rng/stress/dh/run_1/dh_4}0}}, {{{../txt/userguide/rng/stress/dh/run_2/dh_4}0}} | {{{../txt/userguide/rng/stress/tu/run_1/tu_4}5}}, {{{../txt/userguide/rng/stress/tu/run_2/tu_4}4}} |
+*---------------------------------*----------------*----------------*
+| WELL_19937_A        | {{{../txt/userguide/rng/stress/dh/run_1/dh_5}0}}, {{{../txt/userguide/rng/stress/dh/run_2/dh_5}0}} | {{{../txt/userguide/rng/stress/tu/run_1/tu_5}3}}, {{{../txt/userguide/rng/stress/tu/run_2/tu_5}3}} |
+*---------------------------------*----------------*----------------*
+| WELL_19937_C        | {{{../txt/userguide/rng/stress/dh/run_1/dh_6}0}}, {{{../txt/userguide/rng/stress/dh/run_2/dh_6}0}} | {{{../txt/userguide/rng/stress/tu/run_1/tu_6}3}}, {{{../txt/userguide/rng/stress/tu/run_2/tu_6}2}} |
+*---------------------------------*----------------*----------------*
+| WELL_44497_A        | {{{../txt/userguide/rng/stress/dh/run_1/dh_7}0}}, {{{../txt/userguide/rng/stress/dh/run_2/dh_7}0}} | {{{../txt/userguide/rng/stress/tu/run_1/tu_7}2}}, {{{../txt/userguide/rng/stress/tu/run_2/tu_7}2}} |
+*---------------------------------*----------------*----------------*
+| WELL_44497_B        | {{{../txt/userguide/rng/stress/dh/run_1/dh_8}0}}, {{{../txt/userguide/rng/stress/dh/run_2/dh_8}0}} | {{{../txt/userguide/rng/stress/tu/run_1/tu_8}3}}, {{{../txt/userguide/rng/stress/tu/run_2/tu_8}2}} |
+*---------------------------------*----------------*----------------*
+| ISAAC       | {{{../txt/userguide/rng/stress/dh/run_1/dh_9}0}}, {{{../txt/userguide/rng/stress/dh/run_2/dh_9}1}} | {{{../txt/userguide/rng/stress/tu/run_1/tu_9}1}}, {{{../txt/userguide/rng/stress/tu/run_2/tu_9}0}} |
+*---------------------------------*----------------*----------------*
+| MT_64 | {{{../txt/userguide/rng/stress/dh/run_1/dh_10}0}}, {{{../txt/userguide/rng/stress/dh/run_2/dh_10}0}} | {{{../txt/userguide/rng/stress/tu/run_1/tu_10}2}}, {{{../txt/userguide/rng/stress/tu/run_2/tu_10}2}} |
+*---------------------------------*----------------*----------------*
+| SPLIT_MIX_64        | {{{../txt/userguide/rng/stress/dh/run_1/dh_11}1}}, {{{../txt/userguide/rng/stress/dh/run_2/dh_11}0}} | {{{../txt/userguide/rng/stress/tu/run_1/tu_11}0}}, {{{../txt/userguide/rng/stress/tu/run_2/tu_11}0}} |
+*---------------------------------*----------------*----------------*
+| XOR_SHIFT_1024_S  | {{{../txt/userguide/rng/stress/dh/run_1/dh_12}0}}, {{{../txt/userguide/rng/stress/dh/run_2/dh_12}0}} | {{{../txt/userguide/rng/stress/tu/run_1/tu_12}2}}, {{{../txt/userguide/rng/stress/tu/run_2/tu_12}0}} |
+*---------------------------------*----------------*----------------*
+| TWO_CMRES          | {{{../txt/userguide/rng/stress/dh/run_1/dh_13}0}}, {{{../txt/userguide/rng/stress/dh/run_2/dh_13}0}} | {{{../txt/userguide/rng/stress/tu/run_1/tu_13}1}}, {{{../txt/userguide/rng/stress/tu/run_2/tu_13}0}} |
+*---------------------------------*----------------*----------------*
diff --git a/src/site/resources/txt/userguide/rng/stress/dh/run_1/dh_1 b/src/site/resources/txt/userguide/rng/stress/dh/run_1/dh_1
new file mode 100644
index 000000000..224d2a0e3
--- /dev/null
+++ b/src/site/resources/txt/userguide/rng/stress/dh/run_1/dh_1
@@ -0,0 +1,146 @@
+# 
+# RNG: org.apache.commons.math4.rng.internal.source32.JDKRandom
+# 
+# Java: 1.8.0_66
+# Runtime: 1.8.0_66-b17
+# JVM: Java HotSpot(TM) 64-Bit Server VM 25.66-b17
+# OS: Linux 3.16.0-4-amd64 amd64
+# 
+# Analyzer: /usr/bin/dieharder -a -g 200 -Y 1 -k 2 
+# 
+#=============================================================================#
+#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
+#=============================================================================#
+   rng_name    |rands/second|   Seed   |
+stdin_input_raw|  8.46e+06  |3234096741|
+#=============================================================================#
+        test_name   |ntup| tsamples |psamples|  p-value |Assessment
+#=============================================================================#
+   diehard_birthdays|   0|       100|     100|0.03946185|  PASSED  
+      diehard_operm5|   0|   1000000|     100|0.01629539|  PASSED  
+  diehard_rank_32x32|   0|     40000|     100|0.98579998|  PASSED  
+    diehard_rank_6x8|   0|    100000|     100|0.53483219|  PASSED  
+   diehard_bitstream|   0|   2097152|     100|0.99560702|   WEAK   
+   diehard_bitstream|   0|   2097152|     200|0.47019123|  PASSED  
+        diehard_opso|   0|   2097152|     100|0.58743463|  PASSED  
+        diehard_oqso|   0|   2097152|     100|0.00000000|  FAILED  
+         diehard_dna|   0|   2097152|     100|0.00000000|  FAILED  
+diehard_count_1s_str|   0|    256000|     100|0.90699558|  PASSED  
+diehard_count_1s_byt|   0|    256000|     100|0.97545849|  PASSED  
+ diehard_parking_lot|   0|     12000|     100|0.01296474|  PASSED  
+    diehard_2dsphere|   2|      8000|     100|0.51391418|  PASSED  
+    diehard_3dsphere|   3|      4000|     100|0.18584250|  PASSED  
+     diehard_squeeze|   0|    100000|     100|0.00726652|  PASSED  
+        diehard_sums|   0|       100|     100|0.40869228|  PASSED  
+        diehard_runs|   0|    100000|     100|0.05169565|  PASSED  
+        diehard_runs|   0|    100000|     100|0.98866390|  PASSED  
+       diehard_craps|   0|    200000|     100|0.35494552|  PASSED  
+       diehard_craps|   0|    200000|     100|0.47365191|  PASSED  
+ marsaglia_tsang_gcd|   0|  10000000|     100|0.14780252|  PASSED  
+ marsaglia_tsang_gcd|   0|  10000000|     100|0.29338446|  PASSED  
+         sts_monobit|   1|    100000|     100|0.97888201|  PASSED  
+            sts_runs|   2|    100000|     100|0.74655596|  PASSED  
+          sts_serial|   1|    100000|     100|0.41897552|  PASSED  
+          sts_serial|   2|    100000|     100|0.38034056|  PASSED  
+          sts_serial|   3|    100000|     100|0.99170185|  PASSED  
+          sts_serial|   3|    100000|     100|0.76457270|  PASSED  
+          sts_serial|   4|    100000|     100|0.80172413|  PASSED  
+          sts_serial|   4|    100000|     100|0.52177712|  PASSED  
+          sts_serial|   5|    100000|     100|0.99297019|  PASSED  
+          sts_serial|   5|    100000|     100|0.59183271|  PASSED  
+          sts_serial|   6|    100000|     100|0.94001454|  PASSED  
+          sts_serial|   6|    100000|     100|0.39218216|  PASSED  
+          sts_serial|   7|    100000|     100|0.69888838|  PASSED  
+          sts_serial|   7|    100000|     100|0.16541368|  PASSED  
+          sts_serial|   8|    100000|     100|0.47131229|  PASSED  
+          sts_serial|   8|    100000|     100|0.09817778|  PASSED  
+          sts_serial|   9|    100000|     100|0.42261781|  PASSED  
+          sts_serial|   9|    100000|     100|0.05344107|  PASSED  
+          sts_serial|  10|    100000|     100|0.77804588|  PASSED  
+          sts_serial|  10|    100000|     100|0.57799732|  PASSED  
+          sts_serial|  11|    100000|     100|0.01016312|  PASSED  
+          sts_serial|  11|    100000|     100|0.06073112|  PASSED  
+          sts_serial|  12|    100000|     100|0.65917138|  PASSED  
+          sts_serial|  12|    100000|     100|0.63230695|  PASSED  
+          sts_serial|  13|    100000|     100|0.84190399|  PASSED  
+          sts_serial|  13|    100000|     100|0.85277783|  PASSED  
+          sts_serial|  14|    100000|     100|0.49213152|  PASSED  
+          sts_serial|  14|    100000|     100|0.30112917|  PASSED  
+          sts_serial|  15|    100000|     100|0.14544079|  PASSED  
+          sts_serial|  15|    100000|     100|0.94737293|  PASSED  
+          sts_serial|  16|    100000|     100|0.39262889|  PASSED  
+          sts_serial|  16|    100000|     100|0.84185055|  PASSED  
+         rgb_bitdist|   1|    100000|     100|0.54063417|  PASSED  
+         rgb_bitdist|   2|    100000|     100|0.09286365|  PASSED  
+         rgb_bitdist|   3|    100000|     100|0.27436056|  PASSED  
+         rgb_bitdist|   4|    100000|     100|0.10595606|  PASSED  
+         rgb_bitdist|   5|    100000|     100|0.72828807|  PASSED  
+         rgb_bitdist|   6|    100000|     100|0.78439941|  PASSED  
+         rgb_bitdist|   7|    100000|     100|0.54939794|  PASSED  
+         rgb_bitdist|   8|    100000|     100|0.49285600|  PASSED  
+         rgb_bitdist|   9|    100000|     100|0.55836635|  PASSED  
+         rgb_bitdist|  10|    100000|     100|0.09735886|  PASSED  
+         rgb_bitdist|  11|    100000|     100|0.99987371|   WEAK   
+         rgb_bitdist|  11|    100000|     200|0.72189984|  PASSED  
+         rgb_bitdist|  12|    100000|     100|0.16961094|  PASSED  
+rgb_minimum_distance|   2|     10000|    1000|0.20393701|  PASSED  
+rgb_minimum_distance|   3|     10000|    1000|0.00000002|  FAILED  
+rgb_minimum_distance|   4|     10000|    1000|0.00000000|  FAILED  
+rgb_minimum_distance|   5|     10000|    1000|0.00000000|  FAILED  
+    rgb_permutations|   2|    100000|     100|0.57021718|  PASSED  
+    rgb_permutations|   3|    100000|     100|0.62537216|  PASSED  
+    rgb_permutations|   4|    100000|     100|0.34391663|  PASSED  
+    rgb_permutations|   5|    100000|     100|0.51106315|  PASSED  
+      rgb_lagged_sum|   0|   1000000|     100|0.75921017|  PASSED  
+      rgb_lagged_sum|   1|   1000000|     100|0.11901881|  PASSED  
+      rgb_lagged_sum|   2|   1000000|     100|0.98766090|  PASSED  
+      rgb_lagged_sum|   3|   1000000|     100|0.59129144|  PASSED  
+      rgb_lagged_sum|   4|   1000000|     100|0.42126930|  PASSED  
+      rgb_lagged_sum|   5|   1000000|     100|0.28570675|  PASSED  
+      rgb_lagged_sum|   6|   1000000|     100|0.61879754|  PASSED  
+      rgb_lagged_sum|   7|   1000000|     100|0.44777033|  PASSED  
+      rgb_lagged_sum|   8|   1000000|     100|0.95714236|  PASSED  
+      rgb_lagged_sum|   9|   1000000|     100|0.55158775|  PASSED  
+      rgb_lagged_sum|  10|   1000000|     100|0.99968320|   WEAK   
+      rgb_lagged_sum|  10|   1000000|     200|0.94120047|  PASSED  
+      rgb_lagged_sum|  11|   1000000|     100|0.00001553|   WEAK   
+      rgb_lagged_sum|  11|   1000000|     200|0.00000000|  FAILED  
+      rgb_lagged_sum|  12|   1000000|     100|0.88935254|  PASSED  
+      rgb_lagged_sum|  13|   1000000|     100|0.76358163|  PASSED  
+      rgb_lagged_sum|  14|   1000000|     100|0.93169219|  PASSED  
+      rgb_lagged_sum|  15|   1000000|     100|0.00000000|  FAILED  
+      rgb_lagged_sum|  16|   1000000|     100|0.97118631|  PASSED  
+      rgb_lagged_sum|  17|   1000000|     100|0.94598742|  PASSED  
+      rgb_lagged_sum|  18|   1000000|     100|0.59454816|  PASSED  
+      rgb_lagged_sum|  19|   1000000|     100|0.00027545|   WEAK   
+      rgb_lagged_sum|  19|   1000000|     200|0.00000001|  FAILED  
+      rgb_lagged_sum|  20|   1000000|     100|0.87996908|  PASSED  
+      rgb_lagged_sum|  21|   1000000|     100|0.76558265|  PASSED  
+      rgb_lagged_sum|  22|   1000000|     100|0.35273627|  PASSED  
+      rgb_lagged_sum|  23|   1000000|     100|0.00007767|   WEAK   
+      rgb_lagged_sum|  23|   1000000|     200|0.00000000|  FAILED  
+      rgb_lagged_sum|  24|   1000000|     100|0.48030158|  PASSED  
+      rgb_lagged_sum|  25|   1000000|     100|0.98040339|  PASSED  
+      rgb_lagged_sum|  26|   1000000|     100|0.58094512|  PASSED  
+      rgb_lagged_sum|  27|   1000000|     100|0.26354148|  PASSED  
+      rgb_lagged_sum|  28|   1000000|     100|0.02516105|  PASSED  
+      rgb_lagged_sum|  29|   1000000|     100|0.19290606|  PASSED  
+      rgb_lagged_sum|  30|   1000000|     100|0.98500384|  PASSED  
+      rgb_lagged_sum|  31|   1000000|     100|0.00000000|  FAILED  
+      rgb_lagged_sum|  32|   1000000|     100|0.73025626|  PASSED  
+     rgb_kstest_test|   0|     10000|    1000|0.02497988|  PASSED  
+     dab_bytedistrib|   0|  51200000|       1|1.00000000|  FAILED  
+             dab_dct| 256|     50000|       1|0.92579052|  PASSED  
+Preparing to run test 207.  ntuple = 0
+        dab_filltree|  32|  15000000|       1|0.00000240|   WEAK   
+        dab_filltree|  32|  15000000|       1|0.00309996|   WEAK   
+        dab_filltree|  32|  15000000|     101|0.00000000|  FAILED  
+        dab_filltree|  32|  15000000|     101|0.00000000|  FAILED  
+Preparing to run test 208.  ntuple = 0
+       dab_filltree2|   0|   5000000|       1|0.24726392|  PASSED  
+       dab_filltree2|   1|   5000000|       1|0.74594891|  PASSED  
+Preparing to run test 209.  ntuple = 0
+        dab_monobit2|  12|  65000000|       1|0.66141319|  PASSED  
+# 
+# Test duration: 165.6195733010167 minutes
+# 
diff --git a/src/site/resources/txt/userguide/rng/stress/dh/run_1/dh_10 b/src/site/resources/txt/userguide/rng/stress/dh/run_1/dh_10
new file mode 100644
index 000000000..bf7b31d1d
--- /dev/null
+++ b/src/site/resources/txt/userguide/rng/stress/dh/run_1/dh_10
@@ -0,0 +1,139 @@
+# 
+# RNG: org.apache.commons.math4.rng.internal.source64.MersenneTwister64
+# 
+# Java: 1.8.0_66
+# Runtime: 1.8.0_66-b17
+# JVM: Java HotSpot(TM) 64-Bit Server VM 25.66-b17
+# OS: Linux 3.16.0-4-amd64 amd64
+# 
+# Analyzer: /usr/bin/dieharder -a -g 200 -Y 1 -k 2 
+# 
+#=============================================================================#
+#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
+#=============================================================================#
+   rng_name    |rands/second|   Seed   |
+stdin_input_raw|  8.35e+06  |4060973066|
+#=============================================================================#
+        test_name   |ntup| tsamples |psamples|  p-value |Assessment
+#=============================================================================#
+   diehard_birthdays|   0|       100|     100|0.38038146|  PASSED  
+      diehard_operm5|   0|   1000000|     100|0.82073994|  PASSED  
+  diehard_rank_32x32|   0|     40000|     100|0.99419941|  PASSED  
+    diehard_rank_6x8|   0|    100000|     100|0.84421559|  PASSED  
+   diehard_bitstream|   0|   2097152|     100|0.68114221|  PASSED  
+        diehard_opso|   0|   2097152|     100|0.49571971|  PASSED  
+        diehard_oqso|   0|   2097152|     100|0.50489838|  PASSED  
+         diehard_dna|   0|   2097152|     100|0.56038693|  PASSED  
+diehard_count_1s_str|   0|    256000|     100|0.52187833|  PASSED  
+diehard_count_1s_byt|   0|    256000|     100|0.82794918|  PASSED  
+ diehard_parking_lot|   0|     12000|     100|0.94334354|  PASSED  
+    diehard_2dsphere|   2|      8000|     100|0.41934767|  PASSED  
+    diehard_3dsphere|   3|      4000|     100|0.38986875|  PASSED  
+     diehard_squeeze|   0|    100000|     100|0.30645416|  PASSED  
+        diehard_sums|   0|       100|     100|0.95555200|  PASSED  
+        diehard_runs|   0|    100000|     100|0.45678041|  PASSED  
+        diehard_runs|   0|    100000|     100|0.77628546|  PASSED  
+       diehard_craps|   0|    200000|     100|0.66628776|  PASSED  
+       diehard_craps|   0|    200000|     100|0.74815016|  PASSED  
+ marsaglia_tsang_gcd|   0|  10000000|     100|0.42574679|  PASSED  
+ marsaglia_tsang_gcd|   0|  10000000|     100|0.95301550|  PASSED  
+         sts_monobit|   1|    100000|     100|0.01768472|  PASSED  
+            sts_runs|   2|    100000|     100|0.66990502|  PASSED  
+          sts_serial|   1|    100000|     100|0.56397489|  PASSED  
+          sts_serial|   2|    100000|     100|0.14554819|  PASSED  
+          sts_serial|   3|    100000|     100|0.10532469|  PASSED  
+          sts_serial|   3|    100000|     100|0.50086684|  PASSED  
+          sts_serial|   4|    100000|     100|0.87214766|  PASSED  
+          sts_serial|   4|    100000|     100|0.96260182|  PASSED  
+          sts_serial|   5|    100000|     100|0.46155357|  PASSED  
+          sts_serial|   5|    100000|     100|0.93540615|  PASSED  
+          sts_serial|   6|    100000|     100|0.06399709|  PASSED  
+          sts_serial|   6|    100000|     100|0.37475484|  PASSED  
+          sts_serial|   7|    100000|     100|0.19960274|  PASSED  
+          sts_serial|   7|    100000|     100|0.71409873|  PASSED  
+          sts_serial|   8|    100000|     100|0.58265537|  PASSED  
+          sts_serial|   8|    100000|     100|0.30875682|  PASSED  
+          sts_serial|   9|    100000|     100|0.89120538|  PASSED  
+          sts_serial|   9|    100000|     100|0.08055589|  PASSED  
+          sts_serial|  10|    100000|     100|0.94326678|  PASSED  
+          sts_serial|  10|    100000|     100|0.63560702|  PASSED  
+          sts_serial|  11|    100000|     100|0.63552036|  PASSED  
+          sts_serial|  11|    100000|     100|0.41447321|  PASSED  
+          sts_serial|  12|    100000|     100|0.11137836|  PASSED  
+          sts_serial|  12|    100000|     100|0.31247769|  PASSED  
+          sts_serial|  13|    100000|     100|0.11571281|  PASSED  
+          sts_serial|  13|    100000|     100|0.34165091|  PASSED  
+          sts_serial|  14|    100000|     100|0.45691599|  PASSED  
+          sts_serial|  14|    100000|     100|0.86847228|  PASSED  
+          sts_serial|  15|    100000|     100|0.20344802|  PASSED  
+          sts_serial|  15|    100000|     100|0.01403264|  PASSED  
+          sts_serial|  16|    100000|     100|0.49704173|  PASSED  
+          sts_serial|  16|    100000|     100|0.99251040|  PASSED  
+         rgb_bitdist|   1|    100000|     100|0.82107588|  PASSED  
+         rgb_bitdist|   2|    100000|     100|0.26857984|  PASSED  
+         rgb_bitdist|   3|    100000|     100|0.74121909|  PASSED  
+         rgb_bitdist|   4|    100000|     100|0.85664588|  PASSED  
+         rgb_bitdist|   5|    100000|     100|0.14846957|  PASSED  
+         rgb_bitdist|   6|    100000|     100|0.58492538|  PASSED  
+         rgb_bitdist|   7|    100000|     100|0.50773594|  PASSED  
+         rgb_bitdist|   8|    100000|     100|0.51477335|  PASSED  
+         rgb_bitdist|   9|    100000|     100|0.58560247|  PASSED  
+         rgb_bitdist|  10|    100000|     100|0.73157176|  PASSED  
+         rgb_bitdist|  11|    100000|     100|0.35133278|  PASSED  
+         rgb_bitdist|  12|    100000|     100|0.69691200|  PASSED  
+rgb_minimum_distance|   2|     10000|    1000|0.11088599|  PASSED  
+rgb_minimum_distance|   3|     10000|    1000|0.56158689|  PASSED  
+rgb_minimum_distance|   4|     10000|    1000|0.85110247|  PASSED  
+rgb_minimum_distance|   5|     10000|    1000|0.85208203|  PASSED  
+    rgb_permutations|   2|    100000|     100|0.30212792|  PASSED  
+    rgb_permutations|   3|    100000|     100|0.37729899|  PASSED  
+    rgb_permutations|   4|    100000|     100|0.32979222|  PASSED  
+    rgb_permutations|   5|    100000|     100|0.68814175|  PASSED  
+      rgb_lagged_sum|   0|   1000000|     100|0.57882968|  PASSED  
+      rgb_lagged_sum|   1|   1000000|     100|0.93734672|  PASSED  
+      rgb_lagged_sum|   2|   1000000|     100|0.64486630|  PASSED  
+      rgb_lagged_sum|   3|   1000000|     100|0.94899438|  PASSED  
+      rgb_lagged_sum|   4|   1000000|     100|0.12065130|  PASSED  
+      rgb_lagged_sum|   5|   1000000|     100|0.98819337|  PASSED  
+      rgb_lagged_sum|   6|   1000000|     100|0.05992105|  PASSED  
+      rgb_lagged_sum|   7|   1000000|     100|0.07167199|  PASSED  
+      rgb_lagged_sum|   8|   1000000|     100|0.56228730|  PASSED  
+      rgb_lagged_sum|   9|   1000000|     100|0.10534144|  PASSED  
+      rgb_lagged_sum|  10|   1000000|     100|0.53198515|  PASSED  
+      rgb_lagged_sum|  11|   1000000|     100|0.97513880|  PASSED  
+      rgb_lagged_sum|  12|   1000000|     100|0.84345586|  PASSED  
+      rgb_lagged_sum|  13|   1000000|     100|0.68663096|  PASSED  
+      rgb_lagged_sum|  14|   1000000|     100|0.90102702|  PASSED  
+      rgb_lagged_sum|  15|   1000000|     100|0.33847765|  PASSED  
+      rgb_lagged_sum|  16|   1000000|     100|0.60279321|  PASSED  
+      rgb_lagged_sum|  17|   1000000|     100|0.58322395|  PASSED  
+      rgb_lagged_sum|  18|   1000000|     100|0.42415615|  PASSED  
+      rgb_lagged_sum|  19|   1000000|     100|0.36335552|  PASSED  
+      rgb_lagged_sum|  20|   1000000|     100|0.81338367|  PASSED  
+      rgb_lagged_sum|  21|   1000000|     100|0.75672514|  PASSED  
+      rgb_lagged_sum|  22|   1000000|     100|0.72069324|  PASSED  
+      rgb_lagged_sum|  23|   1000000|     100|0.31844638|  PASSED  
+      rgb_lagged_sum|  24|   1000000|     100|0.94061253|  PASSED  
+      rgb_lagged_sum|  25|   1000000|     100|0.83342998|  PASSED  
+      rgb_lagged_sum|  26|   1000000|     100|0.31439533|  PASSED  
+      rgb_lagged_sum|  27|   1000000|     100|0.97325800|  PASSED  
+      rgb_lagged_sum|  28|   1000000|     100|0.84734559|  PASSED  
+      rgb_lagged_sum|  29|   1000000|     100|0.93209485|  PASSED  
+      rgb_lagged_sum|  30|   1000000|     100|0.51632833|  PASSED  
+      rgb_lagged_sum|  31|   1000000|     100|0.99249230|  PASSED  
+      rgb_lagged_sum|  32|   1000000|     100|0.11288279|  PASSED  
+     rgb_kstest_test|   0|     10000|    1000|0.62750032|  PASSED  
+     dab_bytedistrib|   0|  51200000|       1|0.64126517|  PASSED  
+             dab_dct| 256|     50000|       1|0.73583907|  PASSED  
+Preparing to run test 207.  ntuple = 0
+        dab_filltree|  32|  15000000|       1|0.91066506|  PASSED  
+        dab_filltree|  32|  15000000|       1|0.72068986|  PASSED  
+Preparing to run test 208.  ntuple = 0
+       dab_filltree2|   0|   5000000|       1|0.43062103|  PASSED  
+       dab_filltree2|   1|   5000000|       1|0.68290109|  PASSED  
+Preparing to run test 209.  ntuple = 0
+        dab_monobit2|  12|  65000000|       1|0.99593445|   WEAK   
+        dab_monobit2|  12|  65000000|     101|0.01209486|  PASSED  
+# 
+# Test duration: 127.73469639051667 minutes
+# 
diff --git a/src/site/resources/txt/userguide/rng/stress/dh/run_1/dh_11 b/src/site/resources/txt/userguide/rng/stress/dh/run_1/dh_11
new file mode 100644
index 000000000..628a507aa
--- /dev/null
+++ b/src/site/resources/txt/userguide/rng/stress/dh/run_1/dh_11
@@ -0,0 +1,148 @@
+# 
+# RNG: org.apache.commons.math4.rng.internal.source64.SplitMix64
+# 
+# Java: 1.8.0_66
+# Runtime: 1.8.0_66-b17
+# JVM: Java HotSpot(TM) 64-Bit Server VM 25.66-b17
+# OS: Linux 3.16.0-4-amd64 amd64
+# 
+# Analyzer: /usr/bin/dieharder -a -g 200 -Y 1 -k 2 
+# 
+#=============================================================================#
+#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
+#=============================================================================#
+   rng_name    |rands/second|   Seed   |
+stdin_input_raw|  6.56e+06  |3876872701|
+#=============================================================================#
+        test_name   |ntup| tsamples |psamples|  p-value |Assessment
+#=============================================================================#
+   diehard_birthdays|   0|       100|     100|0.89394608|  PASSED  
+      diehard_operm5|   0|   1000000|     100|0.44622126|  PASSED  
+  diehard_rank_32x32|   0|     40000|     100|0.93312610|  PASSED  
+    diehard_rank_6x8|   0|    100000|     100|0.83502820|  PASSED  
+   diehard_bitstream|   0|   2097152|     100|0.47558461|  PASSED  
+        diehard_opso|   0|   2097152|     100|0.83393107|  PASSED  
+        diehard_oqso|   0|   2097152|     100|0.17085818|  PASSED  
+         diehard_dna|   0|   2097152|     100|0.95316222|  PASSED  
+diehard_count_1s_str|   0|    256000|     100|0.58772531|  PASSED  
+diehard_count_1s_byt|   0|    256000|     100|0.92622543|  PASSED  
+ diehard_parking_lot|   0|     12000|     100|0.24541775|  PASSED  
+    diehard_2dsphere|   2|      8000|     100|0.82051329|  PASSED  
+    diehard_3dsphere|   3|      4000|     100|0.16939087|  PASSED  
+     diehard_squeeze|   0|    100000|     100|0.26180585|  PASSED  
+        diehard_sums|   0|       100|     100|0.00131414|   WEAK   
+        diehard_sums|   0|       100|     200|0.00019033|   WEAK   
+        diehard_sums|   0|       100|     300|0.00001845|   WEAK   
+        diehard_sums|   0|       100|     400|0.00000274|   WEAK   
+        diehard_sums|   0|       100|     500|0.00000146|   WEAK   
+        diehard_sums|   0|       100|     600|0.00000518|   WEAK   
+        diehard_sums|   0|       100|     700|0.00000120|   WEAK   
+        diehard_sums|   0|       100|     800|0.00000136|   WEAK   
+        diehard_sums|   0|       100|     900|0.00000164|   WEAK   
+        diehard_sums|   0|       100|    1000|0.00000038|  FAILED  
+        diehard_runs|   0|    100000|     100|0.90697557|  PASSED  
+        diehard_runs|   0|    100000|     100|0.46492407|  PASSED  
+       diehard_craps|   0|    200000|     100|0.08890164|  PASSED  
+       diehard_craps|   0|    200000|     100|0.68877459|  PASSED  
+ marsaglia_tsang_gcd|   0|  10000000|     100|0.65830948|  PASSED  
+ marsaglia_tsang_gcd|   0|  10000000|     100|0.55949006|  PASSED  
+         sts_monobit|   1|    100000|     100|0.91014347|  PASSED  
+            sts_runs|   2|    100000|     100|0.46023787|  PASSED  
+          sts_serial|   1|    100000|     100|0.37938157|  PASSED  
+          sts_serial|   2|    100000|     100|0.79494593|  PASSED  
+          sts_serial|   3|    100000|     100|0.25702001|  PASSED  
+          sts_serial|   3|    100000|     100|0.56670546|  PASSED  
+          sts_serial|   4|    100000|     100|0.83700449|  PASSED  
+          sts_serial|   4|    100000|     100|0.15880323|  PASSED  
+          sts_serial|   5|    100000|     100|0.73026691|  PASSED  
+          sts_serial|   5|    100000|     100|0.79324799|  PASSED  
+          sts_serial|   6|    100000|     100|0.12893514|  PASSED  
+          sts_serial|   6|    100000|     100|0.43885054|  PASSED  
+          sts_serial|   7|    100000|     100|0.58482440|  PASSED  
+          sts_serial|   7|    100000|     100|0.59704969|  PASSED  
+          sts_serial|   8|    100000|     100|0.17431467|  PASSED  
+          sts_serial|   8|    100000|     100|0.88757904|  PASSED  
+          sts_serial|   9|    100000|     100|0.29214774|  PASSED  
+          sts_serial|   9|    100000|     100|0.21963552|  PASSED  
+          sts_serial|  10|    100000|     100|0.97034591|  PASSED  
+          sts_serial|  10|    100000|     100|0.68185135|  PASSED  
+          sts_serial|  11|    100000|     100|0.44262494|  PASSED  
+          sts_serial|  11|    100000|     100|0.60229032|  PASSED  
+          sts_serial|  12|    100000|     100|0.60546721|  PASSED  
+          sts_serial|  12|    100000|     100|0.68248356|  PASSED  
+          sts_serial|  13|    100000|     100|0.70604921|  PASSED  
+          sts_serial|  13|    100000|     100|0.33437419|  PASSED  
+          sts_serial|  14|    100000|     100|0.76956496|  PASSED  
+          sts_serial|  14|    100000|     100|0.45860942|  PASSED  
+          sts_serial|  15|    100000|     100|0.99328462|  PASSED  
+          sts_serial|  15|    100000|     100|0.27008137|  PASSED  
+          sts_serial|  16|    100000|     100|0.77186602|  PASSED  
+          sts_serial|  16|    100000|     100|0.95522347|  PASSED  
+         rgb_bitdist|   1|    100000|     100|0.65901869|  PASSED  
+         rgb_bitdist|   2|    100000|     100|0.96646800|  PASSED  
+         rgb_bitdist|   3|    100000|     100|0.56192931|  PASSED  
+         rgb_bitdist|   4|    100000|     100|0.71123613|  PASSED  
+         rgb_bitdist|   5|    100000|     100|0.60652057|  PASSED  
+         rgb_bitdist|   6|    100000|     100|0.40311562|  PASSED  
+         rgb_bitdist|   7|    100000|     100|0.94461945|  PASSED  
+         rgb_bitdist|   8|    100000|     100|0.94399288|  PASSED  
+         rgb_bitdist|   9|    100000|     100|0.18597796|  PASSED  
+         rgb_bitdist|  10|    100000|     100|0.16016896|  PASSED  
+         rgb_bitdist|  11|    100000|     100|0.43475932|  PASSED  
+         rgb_bitdist|  12|    100000|     100|0.99978738|   WEAK   
+         rgb_bitdist|  12|    100000|     200|0.68461269|  PASSED  
+rgb_minimum_distance|   2|     10000|    1000|0.16541757|  PASSED  
+rgb_minimum_distance|   3|     10000|    1000|0.24623892|  PASSED  
+rgb_minimum_distance|   4|     10000|    1000|0.01443284|  PASSED  
+rgb_minimum_distance|   5|     10000|    1000|0.11408750|  PASSED  
+    rgb_permutations|   2|    100000|     100|0.03121809|  PASSED  
+    rgb_permutations|   3|    100000|     100|0.79282729|  PASSED  
+    rgb_permutations|   4|    100000|     100|0.86630693|  PASSED  
+    rgb_permutations|   5|    100000|     100|0.51763993|  PASSED  
+      rgb_lagged_sum|   0|   1000000|     100|0.89857723|  PASSED  
+      rgb_lagged_sum|   1|   1000000|     100|0.74404815|  PASSED  
+      rgb_lagged_sum|   2|   1000000|     100|0.02292037|  PASSED  
+      rgb_lagged_sum|   3|   1000000|     100|0.93288381|  PASSED  
+      rgb_lagged_sum|   4|   1000000|     100|0.90626965|  PASSED  
+      rgb_lagged_sum|   5|   1000000|     100|0.47551343|  PASSED  
+      rgb_lagged_sum|   6|   1000000|     100|0.98593748|  PASSED  
+      rgb_lagged_sum|   7|   1000000|     100|0.05946751|  PASSED  
+      rgb_lagged_sum|   8|   1000000|     100|0.50416533|  PASSED  
+      rgb_lagged_sum|   9|   1000000|     100|0.68245658|  PASSED  
+      rgb_lagged_sum|  10|   1000000|     100|0.43373343|  PASSED  
+      rgb_lagged_sum|  11|   1000000|     100|0.96109236|  PASSED  
+      rgb_lagged_sum|  12|   1000000|     100|0.41697577|  PASSED  
+      rgb_lagged_sum|  13|   1000000|     100|0.73468235|  PASSED  
+      rgb_lagged_sum|  14|   1000000|     100|0.36902723|  PASSED  
+      rgb_lagged_sum|  15|   1000000|     100|0.98028491|  PASSED  
+      rgb_lagged_sum|  16|   1000000|     100|0.99078444|  PASSED  
+      rgb_lagged_sum|  17|   1000000|     100|0.54349261|  PASSED  
+      rgb_lagged_sum|  18|   1000000|     100|0.04822766|  PASSED  
+      rgb_lagged_sum|  19|   1000000|     100|0.05522277|  PASSED  
+      rgb_lagged_sum|  20|   1000000|     100|0.65230164|  PASSED  
+      rgb_lagged_sum|  21|   1000000|     100|0.47670341|  PASSED  
+      rgb_lagged_sum|  22|   1000000|     100|0.21627174|  PASSED  
+      rgb_lagged_sum|  23|   1000000|     100|0.60489204|  PASSED  
+      rgb_lagged_sum|  24|   1000000|     100|0.78484760|  PASSED  
+      rgb_lagged_sum|  25|   1000000|     100|0.16596556|  PASSED  
+      rgb_lagged_sum|  26|   1000000|     100|0.91582999|  PASSED  
+      rgb_lagged_sum|  27|   1000000|     100|0.49254250|  PASSED  
+      rgb_lagged_sum|  28|   1000000|     100|0.25321125|  PASSED  
+      rgb_lagged_sum|  29|   1000000|     100|0.60415030|  PASSED  
+      rgb_lagged_sum|  30|   1000000|     100|0.98270526|  PASSED  
+      rgb_lagged_sum|  31|   1000000|     100|0.71498718|  PASSED  
+      rgb_lagged_sum|  32|   1000000|     100|0.50196089|  PASSED  
+     rgb_kstest_test|   0|     10000|    1000|0.62516898|  PASSED  
+     dab_bytedistrib|   0|  51200000|       1|0.57152727|  PASSED  
+             dab_dct| 256|     50000|       1|0.59394670|  PASSED  
+Preparing to run test 207.  ntuple = 0
+        dab_filltree|  32|  15000000|       1|0.17868986|  PASSED  
+        dab_filltree|  32|  15000000|       1|0.81965604|  PASSED  
+Preparing to run test 208.  ntuple = 0
+       dab_filltree2|   0|   5000000|       1|0.36858723|  PASSED  
+       dab_filltree2|   1|   5000000|       1|0.62765239|  PASSED  
+Preparing to run test 209.  ntuple = 0
+        dab_monobit2|  12|  65000000|       1|0.08817873|  PASSED  
+# 
+# Test duration: 116.67653443753333 minutes
+# 
diff --git a/src/site/resources/txt/userguide/rng/stress/dh/run_1/dh_12 b/src/site/resources/txt/userguide/rng/stress/dh/run_1/dh_12
new file mode 100644
index 000000000..43da23364
--- /dev/null
+++ b/src/site/resources/txt/userguide/rng/stress/dh/run_1/dh_12
@@ -0,0 +1,172 @@
+# 
+# RNG: org.apache.commons.math4.rng.internal.source64.XorShift1024Star
+# 
+# Java: 1.8.0_66
+# Runtime: 1.8.0_66-b17
+# JVM: Java HotSpot(TM) 64-Bit Server VM 25.66-b17
+# OS: Linux 3.16.0-4-amd64 amd64
+# 
+# Analyzer: /usr/bin/dieharder -a -g 200 -Y 1 -k 2 
+# 
+#=============================================================================#
+#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
+#=============================================================================#
+   rng_name    |rands/second|   Seed   |
+stdin_input_raw|  8.66e+06  |1277479534|
+#=============================================================================#
+        test_name   |ntup| tsamples |psamples|  p-value |Assessment
+#=============================================================================#
+   diehard_birthdays|   0|       100|     100|0.86198313|  PASSED  
+      diehard_operm5|   0|   1000000|     100|0.63731814|  PASSED  
+  diehard_rank_32x32|   0|     40000|     100|0.13115738|  PASSED  
+    diehard_rank_6x8|   0|    100000|     100|0.62855999|  PASSED  
+   diehard_bitstream|   0|   2097152|     100|0.89731999|  PASSED  
+        diehard_opso|   0|   2097152|     100|0.17949849|  PASSED  
+        diehard_oqso|   0|   2097152|     100|0.95496419|  PASSED  
+         diehard_dna|   0|   2097152|     100|0.92220752|  PASSED  
+diehard_count_1s_str|   0|    256000|     100|0.02583854|  PASSED  
+diehard_count_1s_byt|   0|    256000|     100|0.17781796|  PASSED  
+ diehard_parking_lot|   0|     12000|     100|0.39368629|  PASSED  
+    diehard_2dsphere|   2|      8000|     100|0.23540279|  PASSED  
+    diehard_3dsphere|   3|      4000|     100|0.09913499|  PASSED  
+     diehard_squeeze|   0|    100000|     100|0.46914639|  PASSED  
+        diehard_sums|   0|       100|     100|0.71241446|  PASSED  
+        diehard_runs|   0|    100000|     100|0.29355985|  PASSED  
+        diehard_runs|   0|    100000|     100|0.45855161|  PASSED  
+       diehard_craps|   0|    200000|     100|0.99743024|   WEAK   
+       diehard_craps|   0|    200000|     100|0.13198940|  PASSED  
+       diehard_craps|   0|    200000|     200|0.50198767|  PASSED  
+       diehard_craps|   0|    200000|     200|0.58025917|  PASSED  
+ marsaglia_tsang_gcd|   0|  10000000|     100|0.58571899|  PASSED  
+ marsaglia_tsang_gcd|   0|  10000000|     100|0.27724347|  PASSED  
+         sts_monobit|   1|    100000|     100|0.61773671|  PASSED  
+            sts_runs|   2|    100000|     100|0.16306655|  PASSED  
+          sts_serial|   1|    100000|     100|0.17914389|  PASSED  
+          sts_serial|   2|    100000|     100|0.67763220|  PASSED  
+          sts_serial|   3|    100000|     100|0.67391299|  PASSED  
+          sts_serial|   3|    100000|     100|0.99988809|   WEAK   
+          sts_serial|   4|    100000|     100|0.52472648|  PASSED  
+          sts_serial|   4|    100000|     100|0.55467848|  PASSED  
+          sts_serial|   5|    100000|     100|0.14392479|  PASSED  
+          sts_serial|   5|    100000|     100|0.58369865|  PASSED  
+          sts_serial|   6|    100000|     100|0.86311731|  PASSED  
+          sts_serial|   6|    100000|     100|0.62412787|  PASSED  
+          sts_serial|   7|    100000|     100|0.16807248|  PASSED  
+          sts_serial|   7|    100000|     100|0.06111990|  PASSED  
+          sts_serial|   8|    100000|     100|0.25524956|  PASSED  
+          sts_serial|   8|    100000|     100|0.72448783|  PASSED  
+          sts_serial|   9|    100000|     100|0.02704149|  PASSED  
+          sts_serial|   9|    100000|     100|0.41529079|  PASSED  
+          sts_serial|  10|    100000|     100|0.85009126|  PASSED  
+          sts_serial|  10|    100000|     100|0.48010293|  PASSED  
+          sts_serial|  11|    100000|     100|0.82872611|  PASSED  
+          sts_serial|  11|    100000|     100|0.89756655|  PASSED  
+          sts_serial|  12|    100000|     100|0.95201682|  PASSED  
+          sts_serial|  12|    100000|     100|0.25576598|  PASSED  
+          sts_serial|  13|    100000|     100|0.62201514|  PASSED  
+          sts_serial|  13|    100000|     100|0.57304663|  PASSED  
+          sts_serial|  14|    100000|     100|0.82023812|  PASSED  
+          sts_serial|  14|    100000|     100|0.16026739|  PASSED  
+          sts_serial|  15|    100000|     100|0.53508630|  PASSED  
+          sts_serial|  15|    100000|     100|0.26418736|  PASSED  
+          sts_serial|  16|    100000|     100|0.58894749|  PASSED  
+          sts_serial|  16|    100000|     100|0.46526557|  PASSED  
+          sts_serial|   1|    100000|     200|0.72352161|  PASSED  
+          sts_serial|   2|    100000|     200|0.75042646|  PASSED  
+          sts_serial|   3|    100000|     200|0.93847445|  PASSED  
+          sts_serial|   3|    100000|     200|0.62306511|  PASSED  
+          sts_serial|   4|    100000|     200|0.40341318|  PASSED  
+          sts_serial|   4|    100000|     200|0.26698158|  PASSED  
+          sts_serial|   5|    100000|     200|0.43240432|  PASSED  
+          sts_serial|   5|    100000|     200|0.97831152|  PASSED  
+          sts_serial|   6|    100000|     200|0.76521236|  PASSED  
+          sts_serial|   6|    100000|     200|0.66183325|  PASSED  
+          sts_serial|   7|    100000|     200|0.89309989|  PASSED  
+          sts_serial|   7|    100000|     200|0.03053954|  PASSED  
+          sts_serial|   8|    100000|     200|0.12273168|  PASSED  
+          sts_serial|   8|    100000|     200|0.08494183|  PASSED  
+          sts_serial|   9|    100000|     200|0.09684804|  PASSED  
+          sts_serial|   9|    100000|     200|0.47562336|  PASSED  
+          sts_serial|  10|    100000|     200|0.74134447|  PASSED  
+          sts_serial|  10|    100000|     200|0.97905748|  PASSED  
+          sts_serial|  11|    100000|     200|0.97413987|  PASSED  
+          sts_serial|  11|    100000|     200|0.91786276|  PASSED  
+          sts_serial|  12|    100000|     200|0.99116165|  PASSED  
+          sts_serial|  12|    100000|     200|0.42648513|  PASSED  
+          sts_serial|  13|    100000|     200|0.93068328|  PASSED  
+          sts_serial|  13|    100000|     200|0.98032272|  PASSED  
+          sts_serial|  14|    100000|     200|0.29657434|  PASSED  
+          sts_serial|  14|    100000|     200|0.09694261|  PASSED  
+          sts_serial|  15|    100000|     200|0.56619393|  PASSED  
+          sts_serial|  15|    100000|     200|0.82196711|  PASSED  
+          sts_serial|  16|    100000|     200|0.79646115|  PASSED  
+          sts_serial|  16|    100000|     200|0.78757244|  PASSED  
+         rgb_bitdist|   1|    100000|     100|0.55875683|  PASSED  
+         rgb_bitdist|   2|    100000|     100|0.98546150|  PASSED  
+         rgb_bitdist|   3|    100000|     100|0.64529161|  PASSED  
+         rgb_bitdist|   4|    100000|     100|0.90867536|  PASSED  
+         rgb_bitdist|   5|    100000|     100|0.99998913|   WEAK   
+         rgb_bitdist|   5|    100000|     200|0.31096608|  PASSED  
+         rgb_bitdist|   6|    100000|     100|0.54070259|  PASSED  
+         rgb_bitdist|   7|    100000|     100|0.85454917|  PASSED  
+         rgb_bitdist|   8|    100000|     100|0.75137668|  PASSED  
+         rgb_bitdist|   9|    100000|     100|0.52054867|  PASSED  
+         rgb_bitdist|  10|    100000|     100|0.05003706|  PASSED  
+         rgb_bitdist|  11|    100000|     100|0.51572696|  PASSED  
+         rgb_bitdist|  12|    100000|     100|0.33144705|  PASSED  
+rgb_minimum_distance|   2|     10000|    1000|0.47858895|  PASSED  
+rgb_minimum_distance|   3|     10000|    1000|0.01305979|  PASSED  
+rgb_minimum_distance|   4|     10000|    1000|0.72853927|  PASSED  
+rgb_minimum_distance|   5|     10000|    1000|0.37077925|  PASSED  
+    rgb_permutations|   2|    100000|     100|0.36844956|  PASSED  
+    rgb_permutations|   3|    100000|     100|0.15435203|  PASSED  
+    rgb_permutations|   4|    100000|     100|0.92635060|  PASSED  
+    rgb_permutations|   5|    100000|     100|0.12448644|  PASSED  
+      rgb_lagged_sum|   0|   1000000|     100|0.07050481|  PASSED  
+      rgb_lagged_sum|   1|   1000000|     100|0.90574934|  PASSED  
+      rgb_lagged_sum|   2|   1000000|     100|0.97049936|  PASSED  
+      rgb_lagged_sum|   3|   1000000|     100|0.15551539|  PASSED  
+      rgb_lagged_sum|   4|   1000000|     100|0.39742832|  PASSED  
+      rgb_lagged_sum|   5|   1000000|     100|0.06560771|  PASSED  
+      rgb_lagged_sum|   6|   1000000|     100|0.25967033|  PASSED  
+      rgb_lagged_sum|   7|   1000000|     100|0.23465718|  PASSED  
+      rgb_lagged_sum|   8|   1000000|     100|0.95894771|  PASSED  
+      rgb_lagged_sum|   9|   1000000|     100|0.99644149|   WEAK   
+      rgb_lagged_sum|   9|   1000000|     200|0.72122320|  PASSED  
+      rgb_lagged_sum|  10|   1000000|     100|0.40592463|  PASSED  
+      rgb_lagged_sum|  11|   1000000|     100|0.11499425|  PASSED  
+      rgb_lagged_sum|  12|   1000000|     100|0.09093057|  PASSED  
+      rgb_lagged_sum|  13|   1000000|     100|0.83672570|  PASSED  
+      rgb_lagged_sum|  14|   1000000|     100|0.06379458|  PASSED  
+      rgb_lagged_sum|  15|   1000000|     100|0.25409683|  PASSED  
+      rgb_lagged_sum|  16|   1000000|     100|0.45738764|  PASSED  
+      rgb_lagged_sum|  17|   1000000|     100|0.27200323|  PASSED  
+      rgb_lagged_sum|  18|   1000000|     100|0.96676225|  PASSED  
+      rgb_lagged_sum|  19|   1000000|     100|0.21539480|  PASSED  
+      rgb_lagged_sum|  20|   1000000|     100|0.46300952|  PASSED  
+      rgb_lagged_sum|  21|   1000000|     100|0.33383290|  PASSED  
+      rgb_lagged_sum|  22|   1000000|     100|0.22278328|  PASSED  
+      rgb_lagged_sum|  23|   1000000|     100|0.99014659|  PASSED  
+      rgb_lagged_sum|  24|   1000000|     100|0.60055427|  PASSED  
+      rgb_lagged_sum|  25|   1000000|     100|0.84297553|  PASSED  
+      rgb_lagged_sum|  26|   1000000|     100|0.11376412|  PASSED  
+      rgb_lagged_sum|  27|   1000000|     100|0.74618911|  PASSED  
+      rgb_lagged_sum|  28|   1000000|     100|0.35634899|  PASSED  
+      rgb_lagged_sum|  29|   1000000|     100|0.95186868|  PASSED  
+      rgb_lagged_sum|  30|   1000000|     100|0.51735206|  PASSED  
+      rgb_lagged_sum|  31|   1000000|     100|0.32749912|  PASSED  
+      rgb_lagged_sum|  32|   1000000|     100|0.44005272|  PASSED  
+     rgb_kstest_test|   0|     10000|    1000|0.97185072|  PASSED  
+     dab_bytedistrib|   0|  51200000|       1|0.99007726|  PASSED  
+             dab_dct| 256|     50000|       1|0.09683268|  PASSED  
+Preparing to run test 207.  ntuple = 0
+        dab_filltree|  32|  15000000|       1|0.27626888|  PASSED  
+        dab_filltree|  32|  15000000|       1|0.69368536|  PASSED  
+Preparing to run test 208.  ntuple = 0
+       dab_filltree2|   0|   5000000|       1|0.58725536|  PASSED  
+       dab_filltree2|   1|   5000000|       1|0.32244773|  PASSED  
+Preparing to run test 209.  ntuple = 0
+        dab_monobit2|  12|  65000000|       1|0.69535825|  PASSED  
+# 
+# Test duration: 118.87736675828334 minutes
+# 
diff --git a/src/site/resources/txt/userguide/rng/stress/dh/run_1/dh_13 b/src/site/resources/txt/userguide/rng/stress/dh/run_1/dh_13
new file mode 100644
index 000000000..b49e8a9cf
--- /dev/null
+++ b/src/site/resources/txt/userguide/rng/stress/dh/run_1/dh_13
@@ -0,0 +1,168 @@
+# 
+# RNG: org.apache.commons.math4.rng.internal.source64.TwoCmres (Cmres: [0xedce446814d3b3d9L, 33, 330658535] + Cmres: [0xc5b3cf786c806df7L, 33, 331932042])
+# 
+# Java: 1.8.0_66
+# Runtime: 1.8.0_66-b17
+# JVM: Java HotSpot(TM) 64-Bit Server VM 25.66-b17
+# OS: Linux 3.16.0-4-amd64 amd64
+# 
+# Analyzer: /usr/bin/dieharder -a -g 200 -Y 1 -k 2 
+# 
+#=============================================================================#
+#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
+#=============================================================================#
+   rng_name    |rands/second|   Seed   |
+stdin_input_raw|  7.87e+06  |1623170409|
+#=============================================================================#
+        test_name   |ntup| tsamples |psamples|  p-value |Assessment
+#=============================================================================#
+   diehard_birthdays|   0|       100|     100|0.06673649|  PASSED  
+      diehard_operm5|   0|   1000000|     100|0.30427840|  PASSED  
+  diehard_rank_32x32|   0|     40000|     100|0.25200666|  PASSED  
+    diehard_rank_6x8|   0|    100000|     100|0.13734856|  PASSED  
+   diehard_bitstream|   0|   2097152|     100|0.66626521|  PASSED  
+        diehard_opso|   0|   2097152|     100|0.56775058|  PASSED  
+        diehard_oqso|   0|   2097152|     100|0.28852698|  PASSED  
+         diehard_dna|   0|   2097152|     100|0.12361343|  PASSED  
+diehard_count_1s_str|   0|    256000|     100|0.60377568|  PASSED  
+diehard_count_1s_byt|   0|    256000|     100|0.79315934|  PASSED  
+ diehard_parking_lot|   0|     12000|     100|0.95039058|  PASSED  
+    diehard_2dsphere|   2|      8000|     100|0.16615086|  PASSED  
+    diehard_3dsphere|   3|      4000|     100|0.33710498|  PASSED  
+     diehard_squeeze|   0|    100000|     100|0.31917042|  PASSED  
+        diehard_sums|   0|       100|     100|0.76356650|  PASSED  
+        diehard_runs|   0|    100000|     100|0.98291382|  PASSED  
+        diehard_runs|   0|    100000|     100|0.51985231|  PASSED  
+       diehard_craps|   0|    200000|     100|0.96403781|  PASSED  
+       diehard_craps|   0|    200000|     100|0.02637301|  PASSED  
+ marsaglia_tsang_gcd|   0|  10000000|     100|0.72890473|  PASSED  
+ marsaglia_tsang_gcd|   0|  10000000|     100|0.69803814|  PASSED  
+         sts_monobit|   1|    100000|     100|0.63975148|  PASSED  
+            sts_runs|   2|    100000|     100|0.15337659|  PASSED  
+          sts_serial|   1|    100000|     100|0.12204467|  PASSED  
+          sts_serial|   2|    100000|     100|0.86816684|  PASSED  
+          sts_serial|   3|    100000|     100|0.94763649|  PASSED  
+          sts_serial|   3|    100000|     100|0.79632534|  PASSED  
+          sts_serial|   4|    100000|     100|0.99876777|   WEAK   
+          sts_serial|   4|    100000|     100|0.83069123|  PASSED  
+          sts_serial|   5|    100000|     100|0.75728847|  PASSED  
+          sts_serial|   5|    100000|     100|0.62780517|  PASSED  
+          sts_serial|   6|    100000|     100|0.91234446|  PASSED  
+          sts_serial|   6|    100000|     100|0.64583386|  PASSED  
+          sts_serial|   7|    100000|     100|0.67214207|  PASSED  
+          sts_serial|   7|    100000|     100|0.79137329|  PASSED  
+          sts_serial|   8|    100000|     100|0.57000983|  PASSED  
+          sts_serial|   8|    100000|     100|0.92782289|  PASSED  
+          sts_serial|   9|    100000|     100|0.67721181|  PASSED  
+          sts_serial|   9|    100000|     100|0.55798035|  PASSED  
+          sts_serial|  10|    100000|     100|0.90302847|  PASSED  
+          sts_serial|  10|    100000|     100|0.70802558|  PASSED  
+          sts_serial|  11|    100000|     100|0.10814216|  PASSED  
+          sts_serial|  11|    100000|     100|0.73924740|  PASSED  
+          sts_serial|  12|    100000|     100|0.96310906|  PASSED  
+          sts_serial|  12|    100000|     100|0.42933642|  PASSED  
+          sts_serial|  13|    100000|     100|0.89363587|  PASSED  
+          sts_serial|  13|    100000|     100|0.71140691|  PASSED  
+          sts_serial|  14|    100000|     100|0.75667049|  PASSED  
+          sts_serial|  14|    100000|     100|0.53365354|  PASSED  
+          sts_serial|  15|    100000|     100|0.81564398|  PASSED  
+          sts_serial|  15|    100000|     100|0.81890036|  PASSED  
+          sts_serial|  16|    100000|     100|0.22787288|  PASSED  
+          sts_serial|  16|    100000|     100|0.51079464|  PASSED  
+          sts_serial|   1|    100000|     200|0.45248588|  PASSED  
+          sts_serial|   2|    100000|     200|0.73940169|  PASSED  
+          sts_serial|   3|    100000|     200|0.76608817|  PASSED  
+          sts_serial|   3|    100000|     200|0.68569219|  PASSED  
+          sts_serial|   4|    100000|     200|0.97533008|  PASSED  
+          sts_serial|   4|    100000|     200|0.66357569|  PASSED  
+          sts_serial|   5|    100000|     200|0.51585852|  PASSED  
+          sts_serial|   5|    100000|     200|0.76937150|  PASSED  
+          sts_serial|   6|    100000|     200|0.20423389|  PASSED  
+          sts_serial|   6|    100000|     200|0.24855182|  PASSED  
+          sts_serial|   7|    100000|     200|0.83937387|  PASSED  
+          sts_serial|   7|    100000|     200|0.10776938|  PASSED  
+          sts_serial|   8|    100000|     200|0.46985760|  PASSED  
+          sts_serial|   8|    100000|     200|0.91624018|  PASSED  
+          sts_serial|   9|    100000|     200|0.31272546|  PASSED  
+          sts_serial|   9|    100000|     200|0.41419756|  PASSED  
+          sts_serial|  10|    100000|     200|0.24132141|  PASSED  
+          sts_serial|  10|    100000|     200|0.95518257|  PASSED  
+          sts_serial|  11|    100000|     200|0.07700528|  PASSED  
+          sts_serial|  11|    100000|     200|0.46704231|  PASSED  
+          sts_serial|  12|    100000|     200|0.25784729|  PASSED  
+          sts_serial|  12|    100000|     200|0.58129670|  PASSED  
+          sts_serial|  13|    100000|     200|0.16331253|  PASSED  
+          sts_serial|  13|    100000|     200|0.93405341|  PASSED  
+          sts_serial|  14|    100000|     200|0.18029999|  PASSED  
+          sts_serial|  14|    100000|     200|0.72961703|  PASSED  
+          sts_serial|  15|    100000|     200|0.61321362|  PASSED  
+          sts_serial|  15|    100000|     200|0.63184058|  PASSED  
+          sts_serial|  16|    100000|     200|0.20773905|  PASSED  
+          sts_serial|  16|    100000|     200|0.71586909|  PASSED  
+         rgb_bitdist|   1|    100000|     100|0.69415931|  PASSED  
+         rgb_bitdist|   2|    100000|     100|0.12624091|  PASSED  
+         rgb_bitdist|   3|    100000|     100|0.22538287|  PASSED  
+         rgb_bitdist|   4|    100000|     100|0.32055635|  PASSED  
+         rgb_bitdist|   5|    100000|     100|0.13052601|  PASSED  
+         rgb_bitdist|   6|    100000|     100|0.52801646|  PASSED  
+         rgb_bitdist|   7|    100000|     100|0.67087873|  PASSED  
+         rgb_bitdist|   8|    100000|     100|0.63129626|  PASSED  
+         rgb_bitdist|   9|    100000|     100|0.98800258|  PASSED  
+         rgb_bitdist|  10|    100000|     100|0.30029002|  PASSED  
+         rgb_bitdist|  11|    100000|     100|0.94642893|  PASSED  
+         rgb_bitdist|  12|    100000|     100|0.99443795|  PASSED  
+rgb_minimum_distance|   2|     10000|    1000|0.55457479|  PASSED  
+rgb_minimum_distance|   3|     10000|    1000|0.07265421|  PASSED  
+rgb_minimum_distance|   4|     10000|    1000|0.49304406|  PASSED  
+rgb_minimum_distance|   5|     10000|    1000|0.38882417|  PASSED  
+    rgb_permutations|   2|    100000|     100|0.85766631|  PASSED  
+    rgb_permutations|   3|    100000|     100|0.93256747|  PASSED  
+    rgb_permutations|   4|    100000|     100|0.55684664|  PASSED  
+    rgb_permutations|   5|    100000|     100|0.74620535|  PASSED  
+      rgb_lagged_sum|   0|   1000000|     100|0.17980216|  PASSED  
+      rgb_lagged_sum|   1|   1000000|     100|0.63342243|  PASSED  
+      rgb_lagged_sum|   2|   1000000|     100|0.22324314|  PASSED  
+      rgb_lagged_sum|   3|   1000000|     100|0.59564694|  PASSED  
+      rgb_lagged_sum|   4|   1000000|     100|0.65899678|  PASSED  
+      rgb_lagged_sum|   5|   1000000|     100|0.39673184|  PASSED  
+      rgb_lagged_sum|   6|   1000000|     100|0.46298516|  PASSED  
+      rgb_lagged_sum|   7|   1000000|     100|0.16100713|  PASSED  
+      rgb_lagged_sum|   8|   1000000|     100|0.84282969|  PASSED  
+      rgb_lagged_sum|   9|   1000000|     100|0.97992525|  PASSED  
+      rgb_lagged_sum|  10|   1000000|     100|0.68272004|  PASSED  
+      rgb_lagged_sum|  11|   1000000|     100|0.17844944|  PASSED  
+      rgb_lagged_sum|  12|   1000000|     100|0.11191312|  PASSED  
+      rgb_lagged_sum|  13|   1000000|     100|0.29326968|  PASSED  
+      rgb_lagged_sum|  14|   1000000|     100|0.99177158|  PASSED  
+      rgb_lagged_sum|  15|   1000000|     100|0.80801444|  PASSED  
+      rgb_lagged_sum|  16|   1000000|     100|0.17813701|  PASSED  
+      rgb_lagged_sum|  17|   1000000|     100|0.17939213|  PASSED  
+      rgb_lagged_sum|  18|   1000000|     100|0.88358710|  PASSED  
+      rgb_lagged_sum|  19|   1000000|     100|0.84354589|  PASSED  
+      rgb_lagged_sum|  20|   1000000|     100|0.57913594|  PASSED  
+      rgb_lagged_sum|  21|   1000000|     100|0.71916259|  PASSED  
+      rgb_lagged_sum|  22|   1000000|     100|0.61143784|  PASSED  
+      rgb_lagged_sum|  23|   1000000|     100|0.14727082|  PASSED  
+      rgb_lagged_sum|  24|   1000000|     100|0.90142206|  PASSED  
+      rgb_lagged_sum|  25|   1000000|     100|0.94430752|  PASSED  
+      rgb_lagged_sum|  26|   1000000|     100|0.80380200|  PASSED  
+      rgb_lagged_sum|  27|   1000000|     100|0.28284147|  PASSED  
+      rgb_lagged_sum|  28|   1000000|     100|0.20001887|  PASSED  
+      rgb_lagged_sum|  29|   1000000|     100|0.81875443|  PASSED  
+      rgb_lagged_sum|  30|   1000000|     100|0.54027690|  PASSED  
+      rgb_lagged_sum|  31|   1000000|     100|0.66221005|  PASSED  
+      rgb_lagged_sum|  32|   1000000|     100|0.98646262|  PASSED  
+     rgb_kstest_test|   0|     10000|    1000|0.01721435|  PASSED  
+     dab_bytedistrib|   0|  51200000|       1|0.48656023|  PASSED  
+             dab_dct| 256|     50000|       1|0.26895122|  PASSED  
+Preparing to run test 207.  ntuple = 0
+        dab_filltree|  32|  15000000|       1|0.80215939|  PASSED  
+        dab_filltree|  32|  15000000|       1|0.23290890|  PASSED  
+Preparing to run test 208.  ntuple = 0
+       dab_filltree2|   0|   5000000|       1|0.70369720|  PASSED  
+       dab_filltree2|   1|   5000000|       1|0.17892404|  PASSED  
+Preparing to run test 209.  ntuple = 0
+        dab_monobit2|  12|  65000000|       1|0.29468051|  PASSED  
+# 
+# Test duration: 120.78482549196669 minutes
+# 
diff --git a/src/site/resources/txt/userguide/rng/stress/dh/run_1/dh_2 b/src/site/resources/txt/userguide/rng/stress/dh/run_1/dh_2
new file mode 100644
index 000000000..01485b210
--- /dev/null
+++ b/src/site/resources/txt/userguide/rng/stress/dh/run_1/dh_2
@@ -0,0 +1,139 @@
+# 
+# RNG: org.apache.commons.math4.rng.internal.source32.MersenneTwister
+# 
+# Java: 1.8.0_66
+# Runtime: 1.8.0_66-b17
+# JVM: Java HotSpot(TM) 64-Bit Server VM 25.66-b17
+# OS: Linux 3.16.0-4-amd64 amd64
+# 
+# Analyzer: /usr/bin/dieharder -a -g 200 -Y 1 -k 2 
+# 
+#=============================================================================#
+#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
+#=============================================================================#
+   rng_name    |rands/second|   Seed   |
+stdin_input_raw|  8.63e+06  | 909089418|
+#=============================================================================#
+        test_name   |ntup| tsamples |psamples|  p-value |Assessment
+#=============================================================================#
+   diehard_birthdays|   0|       100|     100|0.57666818|  PASSED  
+      diehard_operm5|   0|   1000000|     100|0.10676771|  PASSED  
+  diehard_rank_32x32|   0|     40000|     100|0.74337120|  PASSED  
+    diehard_rank_6x8|   0|    100000|     100|0.68880686|  PASSED  
+   diehard_bitstream|   0|   2097152|     100|0.69978963|  PASSED  
+        diehard_opso|   0|   2097152|     100|0.97501727|  PASSED  
+        diehard_oqso|   0|   2097152|     100|0.81350437|  PASSED  
+         diehard_dna|   0|   2097152|     100|0.20400884|  PASSED  
+diehard_count_1s_str|   0|    256000|     100|0.15322777|  PASSED  
+diehard_count_1s_byt|   0|    256000|     100|0.14494589|  PASSED  
+ diehard_parking_lot|   0|     12000|     100|0.51474850|  PASSED  
+    diehard_2dsphere|   2|      8000|     100|0.95366320|  PASSED  
+    diehard_3dsphere|   3|      4000|     100|0.43818452|  PASSED  
+     diehard_squeeze|   0|    100000|     100|0.40334241|  PASSED  
+        diehard_sums|   0|       100|     100|0.76348841|  PASSED  
+        diehard_runs|   0|    100000|     100|0.79256591|  PASSED  
+        diehard_runs|   0|    100000|     100|0.25445506|  PASSED  
+       diehard_craps|   0|    200000|     100|0.32367700|  PASSED  
+       diehard_craps|   0|    200000|     100|0.70730899|  PASSED  
+ marsaglia_tsang_gcd|   0|  10000000|     100|0.01837715|  PASSED  
+ marsaglia_tsang_gcd|   0|  10000000|     100|0.81349523|  PASSED  
+         sts_monobit|   1|    100000|     100|0.64167023|  PASSED  
+            sts_runs|   2|    100000|     100|0.55130082|  PASSED  
+          sts_serial|   1|    100000|     100|0.44545864|  PASSED  
+          sts_serial|   2|    100000|     100|0.35537223|  PASSED  
+          sts_serial|   3|    100000|     100|0.13085564|  PASSED  
+          sts_serial|   3|    100000|     100|0.76794555|  PASSED  
+          sts_serial|   4|    100000|     100|0.23072317|  PASSED  
+          sts_serial|   4|    100000|     100|0.10561915|  PASSED  
+          sts_serial|   5|    100000|     100|0.78697932|  PASSED  
+          sts_serial|   5|    100000|     100|0.81793074|  PASSED  
+          sts_serial|   6|    100000|     100|0.67895492|  PASSED  
+          sts_serial|   6|    100000|     100|0.88569864|  PASSED  
+          sts_serial|   7|    100000|     100|0.98638259|  PASSED  
+          sts_serial|   7|    100000|     100|0.56313192|  PASSED  
+          sts_serial|   8|    100000|     100|0.42004340|  PASSED  
+          sts_serial|   8|    100000|     100|0.45497062|  PASSED  
+          sts_serial|   9|    100000|     100|0.41746404|  PASSED  
+          sts_serial|   9|    100000|     100|0.92447592|  PASSED  
+          sts_serial|  10|    100000|     100|0.74648127|  PASSED  
+          sts_serial|  10|    100000|     100|0.36009885|  PASSED  
+          sts_serial|  11|    100000|     100|0.69574999|  PASSED  
+          sts_serial|  11|    100000|     100|0.40293019|  PASSED  
+          sts_serial|  12|    100000|     100|0.03981890|  PASSED  
+          sts_serial|  12|    100000|     100|0.69569396|  PASSED  
+          sts_serial|  13|    100000|     100|0.63061198|  PASSED  
+          sts_serial|  13|    100000|     100|0.63037669|  PASSED  
+          sts_serial|  14|    100000|     100|0.87816463|  PASSED  
+          sts_serial|  14|    100000|     100|0.21663864|  PASSED  
+          sts_serial|  15|    100000|     100|0.87852591|  PASSED  
+          sts_serial|  15|    100000|     100|0.41693707|  PASSED  
+          sts_serial|  16|    100000|     100|0.33631835|  PASSED  
+          sts_serial|  16|    100000|     100|0.65572542|  PASSED  
+         rgb_bitdist|   1|    100000|     100|0.97695501|  PASSED  
+         rgb_bitdist|   2|    100000|     100|0.88067359|  PASSED  
+         rgb_bitdist|   3|    100000|     100|0.89288899|  PASSED  
+         rgb_bitdist|   4|    100000|     100|0.42071996|  PASSED  
+         rgb_bitdist|   5|    100000|     100|0.96788278|  PASSED  
+         rgb_bitdist|   6|    100000|     100|0.03237150|  PASSED  
+         rgb_bitdist|   7|    100000|     100|0.99273662|  PASSED  
+         rgb_bitdist|   8|    100000|     100|0.58534734|  PASSED  
+         rgb_bitdist|   9|    100000|     100|0.24754216|  PASSED  
+         rgb_bitdist|  10|    100000|     100|0.86834877|  PASSED  
+         rgb_bitdist|  11|    100000|     100|0.70560945|  PASSED  
+         rgb_bitdist|  12|    100000|     100|0.90617943|  PASSED  
+rgb_minimum_distance|   2|     10000|    1000|0.60172035|  PASSED  
+rgb_minimum_distance|   3|     10000|    1000|0.62349099|  PASSED  
+rgb_minimum_distance|   4|     10000|    1000|0.93111162|  PASSED  
+rgb_minimum_distance|   5|     10000|    1000|0.68394275|  PASSED  
+    rgb_permutations|   2|    100000|     100|0.42623990|  PASSED  
+    rgb_permutations|   3|    100000|     100|0.09156349|  PASSED  
+    rgb_permutations|   4|    100000|     100|0.24806729|  PASSED  
+    rgb_permutations|   5|    100000|     100|0.99945481|   WEAK   
+    rgb_permutations|   5|    100000|     200|0.98242354|  PASSED  
+      rgb_lagged_sum|   0|   1000000|     100|0.28501418|  PASSED  
+      rgb_lagged_sum|   1|   1000000|     100|0.14402422|  PASSED  
+      rgb_lagged_sum|   2|   1000000|     100|0.42909551|  PASSED  
+      rgb_lagged_sum|   3|   1000000|     100|0.96931894|  PASSED  
+      rgb_lagged_sum|   4|   1000000|     100|0.24946832|  PASSED  
+      rgb_lagged_sum|   5|   1000000|     100|0.76140626|  PASSED  
+      rgb_lagged_sum|   6|   1000000|     100|0.76905041|  PASSED  
+      rgb_lagged_sum|   7|   1000000|     100|0.23977956|  PASSED  
+      rgb_lagged_sum|   8|   1000000|     100|0.58321098|  PASSED  
+      rgb_lagged_sum|   9|   1000000|     100|0.63502451|  PASSED  
+      rgb_lagged_sum|  10|   1000000|     100|0.93678255|  PASSED  
+      rgb_lagged_sum|  11|   1000000|     100|0.18382447|  PASSED  
+      rgb_lagged_sum|  12|   1000000|     100|0.58329523|  PASSED  
+      rgb_lagged_sum|  13|   1000000|     100|0.75276909|  PASSED  
+      rgb_lagged_sum|  14|   1000000|     100|0.84309855|  PASSED  
+      rgb_lagged_sum|  15|   1000000|     100|0.52505871|  PASSED  
+      rgb_lagged_sum|  16|   1000000|     100|0.66504576|  PASSED  
+      rgb_lagged_sum|  17|   1000000|     100|0.37592499|  PASSED  
+      rgb_lagged_sum|  18|   1000000|     100|0.98037413|  PASSED  
+      rgb_lagged_sum|  19|   1000000|     100|0.08356807|  PASSED  
+      rgb_lagged_sum|  20|   1000000|     100|0.28079745|  PASSED  
+      rgb_lagged_sum|  21|   1000000|     100|0.70923675|  PASSED  
+      rgb_lagged_sum|  22|   1000000|     100|0.43704352|  PASSED  
+      rgb_lagged_sum|  23|   1000000|     100|0.56901929|  PASSED  
+      rgb_lagged_sum|  24|   1000000|     100|0.46522224|  PASSED  
+      rgb_lagged_sum|  25|   1000000|     100|0.81510301|  PASSED  
+      rgb_lagged_sum|  26|   1000000|     100|0.89165619|  PASSED  
+      rgb_lagged_sum|  27|   1000000|     100|0.09809237|  PASSED  
+      rgb_lagged_sum|  28|   1000000|     100|0.85382352|  PASSED  
+      rgb_lagged_sum|  29|   1000000|     100|0.10819683|  PASSED  
+      rgb_lagged_sum|  30|   1000000|     100|0.68401331|  PASSED  
+      rgb_lagged_sum|  31|   1000000|     100|0.83058076|  PASSED  
+      rgb_lagged_sum|  32|   1000000|     100|0.28293116|  PASSED  
+     rgb_kstest_test|   0|     10000|    1000|0.40832593|  PASSED  
+     dab_bytedistrib|   0|  51200000|       1|0.56819550|  PASSED  
+             dab_dct| 256|     50000|       1|0.11083045|  PASSED  
+Preparing to run test 207.  ntuple = 0
+        dab_filltree|  32|  15000000|       1|0.46591225|  PASSED  
+        dab_filltree|  32|  15000000|       1|0.22493349|  PASSED  
+Preparing to run test 208.  ntuple = 0
+       dab_filltree2|   0|   5000000|       1|0.25637799|  PASSED  
+       dab_filltree2|   1|   5000000|       1|0.08104752|  PASSED  
+Preparing to run test 209.  ntuple = 0
+        dab_monobit2|  12|  65000000|       1|0.57265590|  PASSED  
+# 
+# Test duration: 116.58544601305 minutes
+# 
diff --git a/src/site/resources/txt/userguide/rng/stress/dh/run_1/dh_3 b/src/site/resources/txt/userguide/rng/stress/dh/run_1/dh_3
new file mode 100644
index 000000000..3ac5a0197
--- /dev/null
+++ b/src/site/resources/txt/userguide/rng/stress/dh/run_1/dh_3
@@ -0,0 +1,173 @@
+# 
+# RNG: org.apache.commons.math4.rng.internal.source32.Well512a
+# 
+# Java: 1.8.0_66
+# Runtime: 1.8.0_66-b17
+# JVM: Java HotSpot(TM) 64-Bit Server VM 25.66-b17
+# OS: Linux 3.16.0-4-amd64 amd64
+# 
+# Analyzer: /usr/bin/dieharder -a -g 200 -Y 1 -k 2 
+# 
+#=============================================================================#
+#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
+#=============================================================================#
+   rng_name    |rands/second|   Seed   |
+stdin_input_raw|  8.51e+06  |4211420527|
+#=============================================================================#
+        test_name   |ntup| tsamples |psamples|  p-value |Assessment
+#=============================================================================#
+   diehard_birthdays|   0|       100|     100|0.73569699|  PASSED  
+      diehard_operm5|   0|   1000000|     100|0.08622316|  PASSED  
+  diehard_rank_32x32|   0|     40000|     100|0.80836729|  PASSED  
+    diehard_rank_6x8|   0|    100000|     100|0.99111559|  PASSED  
+   diehard_bitstream|   0|   2097152|     100|0.83659726|  PASSED  
+        diehard_opso|   0|   2097152|     100|0.70330969|  PASSED  
+        diehard_oqso|   0|   2097152|     100|0.65389789|  PASSED  
+         diehard_dna|   0|   2097152|     100|0.48126817|  PASSED  
+diehard_count_1s_str|   0|    256000|     100|0.90155342|  PASSED  
+diehard_count_1s_byt|   0|    256000|     100|0.24169832|  PASSED  
+ diehard_parking_lot|   0|     12000|     100|0.95085394|  PASSED  
+    diehard_2dsphere|   2|      8000|     100|0.70520965|  PASSED  
+    diehard_3dsphere|   3|      4000|     100|0.99881464|   WEAK   
+    diehard_3dsphere|   3|      4000|     200|0.65540217|  PASSED  
+     diehard_squeeze|   0|    100000|     100|0.88558219|  PASSED  
+        diehard_sums|   0|       100|     100|0.97435568|  PASSED  
+        diehard_runs|   0|    100000|     100|0.46447902|  PASSED  
+        diehard_runs|   0|    100000|     100|0.77608604|  PASSED  
+       diehard_craps|   0|    200000|     100|0.74670227|  PASSED  
+       diehard_craps|   0|    200000|     100|0.07572357|  PASSED  
+ marsaglia_tsang_gcd|   0|  10000000|     100|0.49225755|  PASSED  
+ marsaglia_tsang_gcd|   0|  10000000|     100|0.01154094|  PASSED  
+         sts_monobit|   1|    100000|     100|0.51545966|  PASSED  
+            sts_runs|   2|    100000|     100|0.46898980|  PASSED  
+          sts_serial|   1|    100000|     100|0.48264154|  PASSED  
+          sts_serial|   2|    100000|     100|0.87095634|  PASSED  
+          sts_serial|   3|    100000|     100|0.93502495|  PASSED  
+          sts_serial|   3|    100000|     100|0.92442039|  PASSED  
+          sts_serial|   4|    100000|     100|0.20983709|  PASSED  
+          sts_serial|   4|    100000|     100|0.11248912|  PASSED  
+          sts_serial|   5|    100000|     100|0.33340568|  PASSED  
+          sts_serial|   5|    100000|     100|0.83923511|  PASSED  
+          sts_serial|   6|    100000|     100|0.77159773|  PASSED  
+          sts_serial|   6|    100000|     100|0.99729842|   WEAK   
+          sts_serial|   7|    100000|     100|0.69682384|  PASSED  
+          sts_serial|   7|    100000|     100|0.49451383|  PASSED  
+          sts_serial|   8|    100000|     100|0.21687301|  PASSED  
+          sts_serial|   8|    100000|     100|0.20732811|  PASSED  
+          sts_serial|   9|    100000|     100|0.15358619|  PASSED  
+          sts_serial|   9|    100000|     100|0.79842773|  PASSED  
+          sts_serial|  10|    100000|     100|0.28868417|  PASSED  
+          sts_serial|  10|    100000|     100|0.72864074|  PASSED  
+          sts_serial|  11|    100000|     100|0.52528201|  PASSED  
+          sts_serial|  11|    100000|     100|0.56684576|  PASSED  
+          sts_serial|  12|    100000|     100|0.94363896|  PASSED  
+          sts_serial|  12|    100000|     100|0.75370192|  PASSED  
+          sts_serial|  13|    100000|     100|0.64929204|  PASSED  
+          sts_serial|  13|    100000|     100|0.16172691|  PASSED  
+          sts_serial|  14|    100000|     100|0.25057488|  PASSED  
+          sts_serial|  14|    100000|     100|0.48541434|  PASSED  
+          sts_serial|  15|    100000|     100|0.22064194|  PASSED  
+          sts_serial|  15|    100000|     100|0.01808135|  PASSED  
+          sts_serial|  16|    100000|     100|0.80793746|  PASSED  
+          sts_serial|  16|    100000|     100|0.43733434|  PASSED  
+          sts_serial|   1|    100000|     200|0.34976204|  PASSED  
+          sts_serial|   2|    100000|     200|0.93526197|  PASSED  
+          sts_serial|   3|    100000|     200|0.50858476|  PASSED  
+          sts_serial|   3|    100000|     200|0.19465837|  PASSED  
+          sts_serial|   4|    100000|     200|0.01310388|  PASSED  
+          sts_serial|   4|    100000|     200|0.23421588|  PASSED  
+          sts_serial|   5|    100000|     200|0.96469089|  PASSED  
+          sts_serial|   5|    100000|     200|0.16949722|  PASSED  
+          sts_serial|   6|    100000|     200|0.43346233|  PASSED  
+          sts_serial|   6|    100000|     200|0.69913325|  PASSED  
+          sts_serial|   7|    100000|     200|0.71578405|  PASSED  
+          sts_serial|   7|    100000|     200|0.22797027|  PASSED  
+          sts_serial|   8|    100000|     200|0.26581934|  PASSED  
+          sts_serial|   8|    100000|     200|0.14862050|  PASSED  
+          sts_serial|   9|    100000|     200|0.22688915|  PASSED  
+          sts_serial|   9|    100000|     200|0.70814818|  PASSED  
+          sts_serial|  10|    100000|     200|0.46870704|  PASSED  
+          sts_serial|  10|    100000|     200|0.80822502|  PASSED  
+          sts_serial|  11|    100000|     200|0.07913288|  PASSED  
+          sts_serial|  11|    100000|     200|0.62243568|  PASSED  
+          sts_serial|  12|    100000|     200|0.90482873|  PASSED  
+          sts_serial|  12|    100000|     200|0.76035109|  PASSED  
+          sts_serial|  13|    100000|     200|0.55907604|  PASSED  
+          sts_serial|  13|    100000|     200|0.04002659|  PASSED  
+          sts_serial|  14|    100000|     200|0.42102911|  PASSED  
+          sts_serial|  14|    100000|     200|0.43398037|  PASSED  
+          sts_serial|  15|    100000|     200|0.35645685|  PASSED  
+          sts_serial|  15|    100000|     200|0.32876181|  PASSED  
+          sts_serial|  16|    100000|     200|0.30750171|  PASSED  
+          sts_serial|  16|    100000|     200|0.09587246|  PASSED  
+         rgb_bitdist|   1|    100000|     100|0.87310037|  PASSED  
+         rgb_bitdist|   2|    100000|     100|0.31592448|  PASSED  
+         rgb_bitdist|   3|    100000|     100|0.61824218|  PASSED  
+         rgb_bitdist|   4|    100000|     100|0.99942776|   WEAK   
+         rgb_bitdist|   4|    100000|     200|0.92398512|  PASSED  
+         rgb_bitdist|   5|    100000|     100|0.88343458|  PASSED  
+         rgb_bitdist|   6|    100000|     100|0.83272604|  PASSED  
+         rgb_bitdist|   7|    100000|     100|0.98829206|  PASSED  
+         rgb_bitdist|   8|    100000|     100|0.99907992|   WEAK   
+         rgb_bitdist|   8|    100000|     200|0.86791402|  PASSED  
+         rgb_bitdist|   9|    100000|     100|0.46498741|  PASSED  
+         rgb_bitdist|  10|    100000|     100|0.61928372|  PASSED  
+         rgb_bitdist|  11|    100000|     100|0.84783913|  PASSED  
+         rgb_bitdist|  12|    100000|     100|0.23328216|  PASSED  
+rgb_minimum_distance|   2|     10000|    1000|0.93646288|  PASSED  
+rgb_minimum_distance|   3|     10000|    1000|0.99761569|   WEAK   
+rgb_minimum_distance|   3|     10000|    1100|0.97748827|  PASSED  
+rgb_minimum_distance|   4|     10000|    1000|0.81621178|  PASSED  
+rgb_minimum_distance|   5|     10000|    1000|0.11447885|  PASSED  
+    rgb_permutations|   2|    100000|     100|0.96689779|  PASSED  
+    rgb_permutations|   3|    100000|     100|0.81610330|  PASSED  
+    rgb_permutations|   4|    100000|     100|0.56063833|  PASSED  
+    rgb_permutations|   5|    100000|     100|0.80868060|  PASSED  
+      rgb_lagged_sum|   0|   1000000|     100|0.04484539|  PASSED  
+      rgb_lagged_sum|   1|   1000000|     100|0.99994915|   WEAK   
+      rgb_lagged_sum|   1|   1000000|     200|0.25055014|  PASSED  
+      rgb_lagged_sum|   2|   1000000|     100|0.27636319|  PASSED  
+      rgb_lagged_sum|   3|   1000000|     100|0.16970026|  PASSED  
+      rgb_lagged_sum|   4|   1000000|     100|0.04565450|  PASSED  
+      rgb_lagged_sum|   5|   1000000|     100|0.55001363|  PASSED  
+      rgb_lagged_sum|   6|   1000000|     100|0.81626184|  PASSED  
+      rgb_lagged_sum|   7|   1000000|     100|0.53218931|  PASSED  
+      rgb_lagged_sum|   8|   1000000|     100|0.42800661|  PASSED  
+      rgb_lagged_sum|   9|   1000000|     100|0.64722177|  PASSED  
+      rgb_lagged_sum|  10|   1000000|     100|0.59656239|  PASSED  
+      rgb_lagged_sum|  11|   1000000|     100|0.07248502|  PASSED  
+      rgb_lagged_sum|  12|   1000000|     100|0.60370774|  PASSED  
+      rgb_lagged_sum|  13|   1000000|     100|0.67685289|  PASSED  
+      rgb_lagged_sum|  14|   1000000|     100|0.67111539|  PASSED  
+      rgb_lagged_sum|  15|   1000000|     100|0.13888373|  PASSED  
+      rgb_lagged_sum|  16|   1000000|     100|0.89991041|  PASSED  
+      rgb_lagged_sum|  17|   1000000|     100|0.87684042|  PASSED  
+      rgb_lagged_sum|  18|   1000000|     100|0.28816255|  PASSED  
+      rgb_lagged_sum|  19|   1000000|     100|0.63431690|  PASSED  
+      rgb_lagged_sum|  20|   1000000|     100|0.04818588|  PASSED  
+      rgb_lagged_sum|  21|   1000000|     100|0.22299419|  PASSED  
+      rgb_lagged_sum|  22|   1000000|     100|0.81364986|  PASSED  
+      rgb_lagged_sum|  23|   1000000|     100|0.76859070|  PASSED  
+      rgb_lagged_sum|  24|   1000000|     100|0.25131951|  PASSED  
+      rgb_lagged_sum|  25|   1000000|     100|0.13082282|  PASSED  
+      rgb_lagged_sum|  26|   1000000|     100|0.26551839|  PASSED  
+      rgb_lagged_sum|  27|   1000000|     100|0.13675576|  PASSED  
+      rgb_lagged_sum|  28|   1000000|     100|0.72796549|  PASSED  
+      rgb_lagged_sum|  29|   1000000|     100|0.60128457|  PASSED  
+      rgb_lagged_sum|  30|   1000000|     100|0.79992817|  PASSED  
+      rgb_lagged_sum|  31|   1000000|     100|0.42925500|  PASSED  
+      rgb_lagged_sum|  32|   1000000|     100|0.28257611|  PASSED  
+     rgb_kstest_test|   0|     10000|    1000|0.14339836|  PASSED  
+     dab_bytedistrib|   0|  51200000|       1|0.94043589|  PASSED  
+             dab_dct| 256|     50000|       1|0.50865939|  PASSED  
+Preparing to run test 207.  ntuple = 0
+        dab_filltree|  32|  15000000|       1|0.77604985|  PASSED  
+        dab_filltree|  32|  15000000|       1|0.14225807|  PASSED  
+Preparing to run test 208.  ntuple = 0
+       dab_filltree2|   0|   5000000|       1|0.83200748|  PASSED  
+       dab_filltree2|   1|   5000000|       1|0.02390761|  PASSED  
+Preparing to run test 209.  ntuple = 0
+        dab_monobit2|  12|  65000000|       1|0.57871202|  PASSED  
+# 
+# Test duration: 118.20524420808334 minutes
+# 
diff --git a/src/site/resources/txt/userguide/rng/stress/dh/run_1/dh_4 b/src/site/resources/txt/userguide/rng/stress/dh/run_1/dh_4
new file mode 100644
index 000000000..0940febb4
--- /dev/null
+++ b/src/site/resources/txt/userguide/rng/stress/dh/run_1/dh_4
@@ -0,0 +1,140 @@
+# 
+# RNG: org.apache.commons.math4.rng.internal.source32.Well1024a
+# 
+# Java: 1.8.0_66
+# Runtime: 1.8.0_66-b17
+# JVM: Java HotSpot(TM) 64-Bit Server VM 25.66-b17
+# OS: Linux 3.16.0-4-amd64 amd64
+# 
+# Analyzer: /usr/bin/dieharder -a -g 200 -Y 1 -k 2 
+# 
+#=============================================================================#
+#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
+#=============================================================================#
+   rng_name    |rands/second|   Seed   |
+stdin_input_raw|  8.42e+06  |2497224856|
+#=============================================================================#
+        test_name   |ntup| tsamples |psamples|  p-value |Assessment
+#=============================================================================#
+   diehard_birthdays|   0|       100|     100|0.93943859|  PASSED  
+      diehard_operm5|   0|   1000000|     100|0.63728896|  PASSED  
+  diehard_rank_32x32|   0|     40000|     100|0.95580176|  PASSED  
+    diehard_rank_6x8|   0|    100000|     100|0.18097112|  PASSED  
+   diehard_bitstream|   0|   2097152|     100|0.99343489|  PASSED  
+        diehard_opso|   0|   2097152|     100|0.94166579|  PASSED  
+        diehard_oqso|   0|   2097152|     100|0.22314485|  PASSED  
+         diehard_dna|   0|   2097152|     100|0.79986859|  PASSED  
+diehard_count_1s_str|   0|    256000|     100|0.70848092|  PASSED  
+diehard_count_1s_byt|   0|    256000|     100|0.83114286|  PASSED  
+ diehard_parking_lot|   0|     12000|     100|0.40502936|  PASSED  
+    diehard_2dsphere|   2|      8000|     100|0.62710075|  PASSED  
+    diehard_3dsphere|   3|      4000|     100|0.74542315|  PASSED  
+     diehard_squeeze|   0|    100000|     100|0.41799689|  PASSED  
+        diehard_sums|   0|       100|     100|0.00534029|  PASSED  
+        diehard_runs|   0|    100000|     100|0.90021313|  PASSED  
+        diehard_runs|   0|    100000|     100|0.16525007|  PASSED  
+       diehard_craps|   0|    200000|     100|0.97941614|  PASSED  
+       diehard_craps|   0|    200000|     100|0.79551098|  PASSED  
+ marsaglia_tsang_gcd|   0|  10000000|     100|0.25751371|  PASSED  
+ marsaglia_tsang_gcd|   0|  10000000|     100|0.53841215|  PASSED  
+         sts_monobit|   1|    100000|     100|0.75586975|  PASSED  
+            sts_runs|   2|    100000|     100|0.66449057|  PASSED  
+          sts_serial|   1|    100000|     100|0.47969343|  PASSED  
+          sts_serial|   2|    100000|     100|0.97479350|  PASSED  
+          sts_serial|   3|    100000|     100|0.80306348|  PASSED  
+          sts_serial|   3|    100000|     100|0.89855897|  PASSED  
+          sts_serial|   4|    100000|     100|0.79521344|  PASSED  
+          sts_serial|   4|    100000|     100|0.82696406|  PASSED  
+          sts_serial|   5|    100000|     100|0.72777371|  PASSED  
+          sts_serial|   5|    100000|     100|0.90364439|  PASSED  
+          sts_serial|   6|    100000|     100|0.94248747|  PASSED  
+          sts_serial|   6|    100000|     100|0.84120341|  PASSED  
+          sts_serial|   7|    100000|     100|0.57766358|  PASSED  
+          sts_serial|   7|    100000|     100|0.94269176|  PASSED  
+          sts_serial|   8|    100000|     100|0.72358453|  PASSED  
+          sts_serial|   8|    100000|     100|0.42902721|  PASSED  
+          sts_serial|   9|    100000|     100|0.70277439|  PASSED  
+          sts_serial|   9|    100000|     100|0.74865473|  PASSED  
+          sts_serial|  10|    100000|     100|0.69649290|  PASSED  
+          sts_serial|  10|    100000|     100|0.56688921|  PASSED  
+          sts_serial|  11|    100000|     100|0.46844177|  PASSED  
+          sts_serial|  11|    100000|     100|0.65632957|  PASSED  
+          sts_serial|  12|    100000|     100|0.33209458|  PASSED  
+          sts_serial|  12|    100000|     100|0.07622771|  PASSED  
+          sts_serial|  13|    100000|     100|0.08350208|  PASSED  
+          sts_serial|  13|    100000|     100|0.39915645|  PASSED  
+          sts_serial|  14|    100000|     100|0.71431624|  PASSED  
+          sts_serial|  14|    100000|     100|0.41316037|  PASSED  
+          sts_serial|  15|    100000|     100|0.61006624|  PASSED  
+          sts_serial|  15|    100000|     100|0.57857458|  PASSED  
+          sts_serial|  16|    100000|     100|0.77349407|  PASSED  
+          sts_serial|  16|    100000|     100|0.63593005|  PASSED  
+         rgb_bitdist|   1|    100000|     100|0.30023699|  PASSED  
+         rgb_bitdist|   2|    100000|     100|0.00249511|   WEAK   
+         rgb_bitdist|   2|    100000|     200|0.08721476|  PASSED  
+         rgb_bitdist|   3|    100000|     100|0.98468481|  PASSED  
+         rgb_bitdist|   4|    100000|     100|0.09495465|  PASSED  
+         rgb_bitdist|   5|    100000|     100|0.49274571|  PASSED  
+         rgb_bitdist|   6|    100000|     100|0.10569290|  PASSED  
+         rgb_bitdist|   7|    100000|     100|0.47612470|  PASSED  
+         rgb_bitdist|   8|    100000|     100|0.90156059|  PASSED  
+         rgb_bitdist|   9|    100000|     100|0.30526760|  PASSED  
+         rgb_bitdist|  10|    100000|     100|0.70397740|  PASSED  
+         rgb_bitdist|  11|    100000|     100|0.79932716|  PASSED  
+         rgb_bitdist|  12|    100000|     100|0.66661217|  PASSED  
+rgb_minimum_distance|   2|     10000|    1000|0.99069444|  PASSED  
+rgb_minimum_distance|   3|     10000|    1000|0.77935640|  PASSED  
+rgb_minimum_distance|   4|     10000|    1000|0.60074439|  PASSED  
+rgb_minimum_distance|   5|     10000|    1000|0.70558491|  PASSED  
+    rgb_permutations|   2|    100000|     100|0.88696488|  PASSED  
+    rgb_permutations|   3|    100000|     100|0.12568196|  PASSED  
+    rgb_permutations|   4|    100000|     100|0.48262897|  PASSED  
+    rgb_permutations|   5|    100000|     100|0.89950526|  PASSED  
+      rgb_lagged_sum|   0|   1000000|     100|0.03246953|  PASSED  
+      rgb_lagged_sum|   1|   1000000|     100|0.21606141|  PASSED  
+      rgb_lagged_sum|   2|   1000000|     100|0.96675656|  PASSED  
+      rgb_lagged_sum|   3|   1000000|     100|0.59100832|  PASSED  
+      rgb_lagged_sum|   4|   1000000|     100|0.25778641|  PASSED  
+      rgb_lagged_sum|   5|   1000000|     100|0.69962887|  PASSED  
+      rgb_lagged_sum|   6|   1000000|     100|0.63056047|  PASSED  
+      rgb_lagged_sum|   7|   1000000|     100|0.28816373|  PASSED  
+      rgb_lagged_sum|   8|   1000000|     100|0.84364800|  PASSED  
+      rgb_lagged_sum|   9|   1000000|     100|0.23523932|  PASSED  
+      rgb_lagged_sum|  10|   1000000|     100|0.81983359|  PASSED  
+      rgb_lagged_sum|  11|   1000000|     100|0.97430489|  PASSED  
+      rgb_lagged_sum|  12|   1000000|     100|0.90295208|  PASSED  
+      rgb_lagged_sum|  13|   1000000|     100|0.11930308|  PASSED  
+      rgb_lagged_sum|  14|   1000000|     100|0.63926431|  PASSED  
+      rgb_lagged_sum|  15|   1000000|     100|0.26795824|  PASSED  
+      rgb_lagged_sum|  16|   1000000|     100|0.68419648|  PASSED  
+      rgb_lagged_sum|  17|   1000000|     100|0.12107420|  PASSED  
+      rgb_lagged_sum|  18|   1000000|     100|0.31015405|  PASSED  
+      rgb_lagged_sum|  19|   1000000|     100|0.72145665|  PASSED  
+      rgb_lagged_sum|  20|   1000000|     100|0.72609446|  PASSED  
+      rgb_lagged_sum|  21|   1000000|     100|0.84462652|  PASSED  
+      rgb_lagged_sum|  22|   1000000|     100|0.95286882|  PASSED  
+      rgb_lagged_sum|  23|   1000000|     100|0.89006976|  PASSED  
+      rgb_lagged_sum|  24|   1000000|     100|0.30068378|  PASSED  
+      rgb_lagged_sum|  25|   1000000|     100|0.60464167|  PASSED  
+      rgb_lagged_sum|  26|   1000000|     100|0.28938971|  PASSED  
+      rgb_lagged_sum|  27|   1000000|     100|0.99518634|   WEAK   
+      rgb_lagged_sum|  27|   1000000|     200|0.90965463|  PASSED  
+      rgb_lagged_sum|  28|   1000000|     100|0.55903539|  PASSED  
+      rgb_lagged_sum|  29|   1000000|     100|0.50446676|  PASSED  
+      rgb_lagged_sum|  30|   1000000|     100|0.07112938|  PASSED  
+      rgb_lagged_sum|  31|   1000000|     100|0.52086491|  PASSED  
+      rgb_lagged_sum|  32|   1000000|     100|0.74499506|  PASSED  
+     rgb_kstest_test|   0|     10000|    1000|0.36734192|  PASSED  
+     dab_bytedistrib|   0|  51200000|       1|0.66315774|  PASSED  
+             dab_dct| 256|     50000|       1|0.80017590|  PASSED  
+Preparing to run test 207.  ntuple = 0
+        dab_filltree|  32|  15000000|       1|0.18763190|  PASSED  
+        dab_filltree|  32|  15000000|       1|0.67790596|  PASSED  
+Preparing to run test 208.  ntuple = 0
+       dab_filltree2|   0|   5000000|       1|0.74471137|  PASSED  
+       dab_filltree2|   1|   5000000|       1|0.50106617|  PASSED  
+Preparing to run test 209.  ntuple = 0
+        dab_monobit2|  12|  65000000|       1|0.36989956|  PASSED  
+# 
+# Test duration: 122.20074466720001 minutes
+# 
diff --git a/src/site/resources/txt/userguide/rng/stress/dh/run_1/dh_5 b/src/site/resources/txt/userguide/rng/stress/dh/run_1/dh_5
new file mode 100644
index 000000000..f66b16515
--- /dev/null
+++ b/src/site/resources/txt/userguide/rng/stress/dh/run_1/dh_5
@@ -0,0 +1,140 @@
+# 
+# RNG: org.apache.commons.math4.rng.internal.source32.Well19937a
+# 
+# Java: 1.8.0_66
+# Runtime: 1.8.0_66-b17
+# JVM: Java HotSpot(TM) 64-Bit Server VM 25.66-b17
+# OS: Linux 3.16.0-4-amd64 amd64
+# 
+# Analyzer: /usr/bin/dieharder -a -g 200 -Y 1 -k 2 
+# 
+#=============================================================================#
+#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
+#=============================================================================#
+   rng_name    |rands/second|   Seed   |
+stdin_input_raw|  8.06e+06  | 944676986|
+#=============================================================================#
+        test_name   |ntup| tsamples |psamples|  p-value |Assessment
+#=============================================================================#
+   diehard_birthdays|   0|       100|     100|0.82045877|  PASSED  
+      diehard_operm5|   0|   1000000|     100|0.84473310|  PASSED  
+  diehard_rank_32x32|   0|     40000|     100|0.45195539|  PASSED  
+    diehard_rank_6x8|   0|    100000|     100|0.70289015|  PASSED  
+   diehard_bitstream|   0|   2097152|     100|0.27390588|  PASSED  
+        diehard_opso|   0|   2097152|     100|0.91111976|  PASSED  
+        diehard_oqso|   0|   2097152|     100|0.02130490|  PASSED  
+         diehard_dna|   0|   2097152|     100|0.16227625|  PASSED  
+diehard_count_1s_str|   0|    256000|     100|0.50065029|  PASSED  
+diehard_count_1s_byt|   0|    256000|     100|0.84089195|  PASSED  
+ diehard_parking_lot|   0|     12000|     100|0.09561419|  PASSED  
+    diehard_2dsphere|   2|      8000|     100|0.99368228|  PASSED  
+    diehard_3dsphere|   3|      4000|     100|0.02820788|  PASSED  
+     diehard_squeeze|   0|    100000|     100|0.82285003|  PASSED  
+        diehard_sums|   0|       100|     100|0.07114222|  PASSED  
+        diehard_runs|   0|    100000|     100|0.94217033|  PASSED  
+        diehard_runs|   0|    100000|     100|0.98486755|  PASSED  
+       diehard_craps|   0|    200000|     100|0.20251530|  PASSED  
+       diehard_craps|   0|    200000|     100|0.97545408|  PASSED  
+ marsaglia_tsang_gcd|   0|  10000000|     100|0.46275263|  PASSED  
+ marsaglia_tsang_gcd|   0|  10000000|     100|0.83452806|  PASSED  
+         sts_monobit|   1|    100000|     100|0.63882607|  PASSED  
+            sts_runs|   2|    100000|     100|0.65857445|  PASSED  
+          sts_serial|   1|    100000|     100|0.28813074|  PASSED  
+          sts_serial|   2|    100000|     100|0.59340831|  PASSED  
+          sts_serial|   3|    100000|     100|0.73841124|  PASSED  
+          sts_serial|   3|    100000|     100|0.11029865|  PASSED  
+          sts_serial|   4|    100000|     100|0.69147207|  PASSED  
+          sts_serial|   4|    100000|     100|0.24211323|  PASSED  
+          sts_serial|   5|    100000|     100|0.42113289|  PASSED  
+          sts_serial|   5|    100000|     100|0.22195716|  PASSED  
+          sts_serial|   6|    100000|     100|0.40125433|  PASSED  
+          sts_serial|   6|    100000|     100|0.49315024|  PASSED  
+          sts_serial|   7|    100000|     100|0.84984551|  PASSED  
+          sts_serial|   7|    100000|     100|0.95984864|  PASSED  
+          sts_serial|   8|    100000|     100|0.11799542|  PASSED  
+          sts_serial|   8|    100000|     100|0.96167249|  PASSED  
+          sts_serial|   9|    100000|     100|0.71524974|  PASSED  
+          sts_serial|   9|    100000|     100|0.52923584|  PASSED  
+          sts_serial|  10|    100000|     100|0.26515863|  PASSED  
+          sts_serial|  10|    100000|     100|0.49996394|  PASSED  
+          sts_serial|  11|    100000|     100|0.84125453|  PASSED  
+          sts_serial|  11|    100000|     100|0.98729007|  PASSED  
+          sts_serial|  12|    100000|     100|0.74606799|  PASSED  
+          sts_serial|  12|    100000|     100|0.96135142|  PASSED  
+          sts_serial|  13|    100000|     100|0.79151378|  PASSED  
+          sts_serial|  13|    100000|     100|0.95646369|  PASSED  
+          sts_serial|  14|    100000|     100|0.85182328|  PASSED  
+          sts_serial|  14|    100000|     100|0.45431179|  PASSED  
+          sts_serial|  15|    100000|     100|0.92779031|  PASSED  
+          sts_serial|  15|    100000|     100|0.97606049|  PASSED  
+          sts_serial|  16|    100000|     100|0.43128126|  PASSED  
+          sts_serial|  16|    100000|     100|0.93524173|  PASSED  
+         rgb_bitdist|   1|    100000|     100|0.56998908|  PASSED  
+         rgb_bitdist|   2|    100000|     100|0.09449602|  PASSED  
+         rgb_bitdist|   3|    100000|     100|0.69656828|  PASSED  
+         rgb_bitdist|   4|    100000|     100|0.87135093|  PASSED  
+         rgb_bitdist|   5|    100000|     100|0.62350313|  PASSED  
+         rgb_bitdist|   6|    100000|     100|0.14372522|  PASSED  
+         rgb_bitdist|   7|    100000|     100|0.86877141|  PASSED  
+         rgb_bitdist|   8|    100000|     100|0.95728455|  PASSED  
+         rgb_bitdist|   9|    100000|     100|0.59624944|  PASSED  
+         rgb_bitdist|  10|    100000|     100|0.60481178|  PASSED  
+         rgb_bitdist|  11|    100000|     100|0.19222006|  PASSED  
+         rgb_bitdist|  12|    100000|     100|0.63945132|  PASSED  
+rgb_minimum_distance|   2|     10000|    1000|0.85307803|  PASSED  
+rgb_minimum_distance|   3|     10000|    1000|0.81294855|  PASSED  
+rgb_minimum_distance|   4|     10000|    1000|0.03739119|  PASSED  
+rgb_minimum_distance|   5|     10000|    1000|0.09435474|  PASSED  
+    rgb_permutations|   2|    100000|     100|0.92217060|  PASSED  
+    rgb_permutations|   3|    100000|     100|0.80890515|  PASSED  
+    rgb_permutations|   4|    100000|     100|0.91880038|  PASSED  
+    rgb_permutations|   5|    100000|     100|0.53864209|  PASSED  
+      rgb_lagged_sum|   0|   1000000|     100|0.68568696|  PASSED  
+      rgb_lagged_sum|   1|   1000000|     100|0.01107186|  PASSED  
+      rgb_lagged_sum|   2|   1000000|     100|0.86445672|  PASSED  
+      rgb_lagged_sum|   3|   1000000|     100|0.39067655|  PASSED  
+      rgb_lagged_sum|   4|   1000000|     100|0.82306252|  PASSED  
+      rgb_lagged_sum|   5|   1000000|     100|0.94609907|  PASSED  
+      rgb_lagged_sum|   6|   1000000|     100|0.49706294|  PASSED  
+      rgb_lagged_sum|   7|   1000000|     100|0.13833086|  PASSED  
+      rgb_lagged_sum|   8|   1000000|     100|0.63595987|  PASSED  
+      rgb_lagged_sum|   9|   1000000|     100|0.89354116|  PASSED  
+      rgb_lagged_sum|  10|   1000000|     100|0.02182848|  PASSED  
+      rgb_lagged_sum|  11|   1000000|     100|0.45525029|  PASSED  
+      rgb_lagged_sum|  12|   1000000|     100|0.58704773|  PASSED  
+      rgb_lagged_sum|  13|   1000000|     100|0.93376289|  PASSED  
+      rgb_lagged_sum|  14|   1000000|     100|0.41769046|  PASSED  
+      rgb_lagged_sum|  15|   1000000|     100|0.94415602|  PASSED  
+      rgb_lagged_sum|  16|   1000000|     100|0.07320999|  PASSED  
+      rgb_lagged_sum|  17|   1000000|     100|0.82047033|  PASSED  
+      rgb_lagged_sum|  18|   1000000|     100|0.67145729|  PASSED  
+      rgb_lagged_sum|  19|   1000000|     100|0.88456306|  PASSED  
+      rgb_lagged_sum|  20|   1000000|     100|0.46426107|  PASSED  
+      rgb_lagged_sum|  21|   1000000|     100|0.58381577|  PASSED  
+      rgb_lagged_sum|  22|   1000000|     100|0.95930190|  PASSED  
+      rgb_lagged_sum|  23|   1000000|     100|0.46210194|  PASSED  
+      rgb_lagged_sum|  24|   1000000|     100|0.58002195|  PASSED  
+      rgb_lagged_sum|  25|   1000000|     100|0.98402509|  PASSED  
+      rgb_lagged_sum|  26|   1000000|     100|0.99557167|   WEAK   
+      rgb_lagged_sum|  26|   1000000|     200|0.90058729|  PASSED  
+      rgb_lagged_sum|  27|   1000000|     100|0.94462086|  PASSED  
+      rgb_lagged_sum|  28|   1000000|     100|0.76724806|  PASSED  
+      rgb_lagged_sum|  29|   1000000|     100|0.69144938|  PASSED  
+      rgb_lagged_sum|  30|   1000000|     100|0.66929207|  PASSED  
+      rgb_lagged_sum|  31|   1000000|     100|0.28894366|  PASSED  
+      rgb_lagged_sum|  32|   1000000|     100|0.27274575|  PASSED  
+     rgb_kstest_test|   0|     10000|    1000|0.98606330|  PASSED  
+     dab_bytedistrib|   0|  51200000|       1|0.31163606|  PASSED  
+             dab_dct| 256|     50000|       1|0.29595322|  PASSED  
+Preparing to run test 207.  ntuple = 0
+        dab_filltree|  32|  15000000|       1|0.54632049|  PASSED  
+        dab_filltree|  32|  15000000|       1|0.61008716|  PASSED  
+Preparing to run test 208.  ntuple = 0
+       dab_filltree2|   0|   5000000|       1|0.43951189|  PASSED  
+       dab_filltree2|   1|   5000000|       1|0.10556475|  PASSED  
+Preparing to run test 209.  ntuple = 0
+        dab_monobit2|  12|  65000000|       1|0.99867968|   WEAK   
+        dab_monobit2|  12|  65000000|     101|0.12153278|  PASSED  
+# 
+# Test duration: 134.41813858098334 minutes
+# 
diff --git a/src/site/resources/txt/userguide/rng/stress/dh/run_1/dh_6 b/src/site/resources/txt/userguide/rng/stress/dh/run_1/dh_6
new file mode 100644
index 000000000..618559577
--- /dev/null
+++ b/src/site/resources/txt/userguide/rng/stress/dh/run_1/dh_6
@@ -0,0 +1,146 @@
+# 
+# RNG: org.apache.commons.math4.rng.internal.source32.Well19937c
+# 
+# Java: 1.8.0_66
+# Runtime: 1.8.0_66-b17
+# JVM: Java HotSpot(TM) 64-Bit Server VM 25.66-b17
+# OS: Linux 3.16.0-4-amd64 amd64
+# 
+# Analyzer: /usr/bin/dieharder -a -g 200 -Y 1 -k 2 
+# 
+#=============================================================================#
+#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
+#=============================================================================#
+   rng_name    |rands/second|   Seed   |
+stdin_input_raw|  8.36e+06  |1937046421|
+#=============================================================================#
+        test_name   |ntup| tsamples |psamples|  p-value |Assessment
+#=============================================================================#
+   diehard_birthdays|   0|       100|     100|0.51267882|  PASSED  
+      diehard_operm5|   0|   1000000|     100|0.99052334|  PASSED  
+  diehard_rank_32x32|   0|     40000|     100|0.43110254|  PASSED  
+    diehard_rank_6x8|   0|    100000|     100|0.58244765|  PASSED  
+   diehard_bitstream|   0|   2097152|     100|0.62006555|  PASSED  
+        diehard_opso|   0|   2097152|     100|0.31077148|  PASSED  
+        diehard_oqso|   0|   2097152|     100|0.87976687|  PASSED  
+         diehard_dna|   0|   2097152|     100|0.14495226|  PASSED  
+diehard_count_1s_str|   0|    256000|     100|0.54976486|  PASSED  
+diehard_count_1s_byt|   0|    256000|     100|0.43678777|  PASSED  
+ diehard_parking_lot|   0|     12000|     100|0.77995133|  PASSED  
+    diehard_2dsphere|   2|      8000|     100|0.25538371|  PASSED  
+    diehard_3dsphere|   3|      4000|     100|0.80797587|  PASSED  
+     diehard_squeeze|   0|    100000|     100|0.67499976|  PASSED  
+        diehard_sums|   0|       100|     100|0.52413111|  PASSED  
+        diehard_runs|   0|    100000|     100|0.80051199|  PASSED  
+        diehard_runs|   0|    100000|     100|0.65987492|  PASSED  
+       diehard_craps|   0|    200000|     100|0.17261905|  PASSED  
+       diehard_craps|   0|    200000|     100|0.78770120|  PASSED  
+ marsaglia_tsang_gcd|   0|  10000000|     100|0.93072090|  PASSED  
+ marsaglia_tsang_gcd|   0|  10000000|     100|0.99652021|   WEAK   
+ marsaglia_tsang_gcd|   0|  10000000|     200|0.32666708|  PASSED  
+ marsaglia_tsang_gcd|   0|  10000000|     200|0.99727340|   WEAK   
+ marsaglia_tsang_gcd|   0|  10000000|     300|0.49401547|  PASSED  
+ marsaglia_tsang_gcd|   0|  10000000|     300|0.54350483|  PASSED  
+         sts_monobit|   1|    100000|     100|0.39866950|  PASSED  
+            sts_runs|   2|    100000|     100|0.83581386|  PASSED  
+          sts_serial|   1|    100000|     100|0.31625711|  PASSED  
+          sts_serial|   2|    100000|     100|0.92545666|  PASSED  
+          sts_serial|   3|    100000|     100|0.98151795|  PASSED  
+          sts_serial|   3|    100000|     100|0.60175234|  PASSED  
+          sts_serial|   4|    100000|     100|0.80972298|  PASSED  
+          sts_serial|   4|    100000|     100|0.70233360|  PASSED  
+          sts_serial|   5|    100000|     100|0.98481379|  PASSED  
+          sts_serial|   5|    100000|     100|0.97210811|  PASSED  
+          sts_serial|   6|    100000|     100|0.65595365|  PASSED  
+          sts_serial|   6|    100000|     100|0.82899224|  PASSED  
+          sts_serial|   7|    100000|     100|0.03672567|  PASSED  
+          sts_serial|   7|    100000|     100|0.59821253|  PASSED  
+          sts_serial|   8|    100000|     100|0.53663446|  PASSED  
+          sts_serial|   8|    100000|     100|0.03086427|  PASSED  
+          sts_serial|   9|    100000|     100|0.29828922|  PASSED  
+          sts_serial|   9|    100000|     100|0.55836146|  PASSED  
+          sts_serial|  10|    100000|     100|0.81740386|  PASSED  
+          sts_serial|  10|    100000|     100|0.04205089|  PASSED  
+          sts_serial|  11|    100000|     100|0.96668011|  PASSED  
+          sts_serial|  11|    100000|     100|0.71260192|  PASSED  
+          sts_serial|  12|    100000|     100|0.78493579|  PASSED  
+          sts_serial|  12|    100000|     100|0.62422816|  PASSED  
+          sts_serial|  13|    100000|     100|0.80078069|  PASSED  
+          sts_serial|  13|    100000|     100|0.76059009|  PASSED  
+          sts_serial|  14|    100000|     100|0.96779536|  PASSED  
+          sts_serial|  14|    100000|     100|0.56582383|  PASSED  
+          sts_serial|  15|    100000|     100|0.90362059|  PASSED  
+          sts_serial|  15|    100000|     100|0.18441234|  PASSED  
+          sts_serial|  16|    100000|     100|0.59537281|  PASSED  
+          sts_serial|  16|    100000|     100|0.92467399|  PASSED  
+         rgb_bitdist|   1|    100000|     100|0.86852256|  PASSED  
+         rgb_bitdist|   2|    100000|     100|0.94901006|  PASSED  
+         rgb_bitdist|   3|    100000|     100|0.97129520|  PASSED  
+         rgb_bitdist|   4|    100000|     100|0.66425505|  PASSED  
+         rgb_bitdist|   5|    100000|     100|0.99550191|   WEAK   
+         rgb_bitdist|   5|    100000|     200|0.84437025|  PASSED  
+         rgb_bitdist|   6|    100000|     100|0.38268114|  PASSED  
+         rgb_bitdist|   7|    100000|     100|0.74953095|  PASSED  
+         rgb_bitdist|   8|    100000|     100|0.78092226|  PASSED  
+         rgb_bitdist|   9|    100000|     100|0.99702703|   WEAK   
+         rgb_bitdist|   9|    100000|     200|0.62351723|  PASSED  
+         rgb_bitdist|  10|    100000|     100|0.99029363|  PASSED  
+         rgb_bitdist|  11|    100000|     100|0.46760973|  PASSED  
+         rgb_bitdist|  12|    100000|     100|0.16847988|  PASSED  
+rgb_minimum_distance|   2|     10000|    1000|0.09009079|  PASSED  
+rgb_minimum_distance|   3|     10000|    1000|0.83478823|  PASSED  
+rgb_minimum_distance|   4|     10000|    1000|0.26704122|  PASSED  
+rgb_minimum_distance|   5|     10000|    1000|0.38450616|  PASSED  
+    rgb_permutations|   2|    100000|     100|0.41237823|  PASSED  
+    rgb_permutations|   3|    100000|     100|0.48576105|  PASSED  
+    rgb_permutations|   4|    100000|     100|0.98696409|  PASSED  
+    rgb_permutations|   5|    100000|     100|0.99787308|   WEAK   
+    rgb_permutations|   5|    100000|     200|0.97615275|  PASSED  
+      rgb_lagged_sum|   0|   1000000|     100|0.91424395|  PASSED  
+      rgb_lagged_sum|   1|   1000000|     100|0.20599549|  PASSED  
+      rgb_lagged_sum|   2|   1000000|     100|0.46422562|  PASSED  
+      rgb_lagged_sum|   3|   1000000|     100|0.71232253|  PASSED  
+      rgb_lagged_sum|   4|   1000000|     100|0.57603360|  PASSED  
+      rgb_lagged_sum|   5|   1000000|     100|0.89803200|  PASSED  
+      rgb_lagged_sum|   6|   1000000|     100|0.45340776|  PASSED  
+      rgb_lagged_sum|   7|   1000000|     100|0.36442274|  PASSED  
+      rgb_lagged_sum|   8|   1000000|     100|0.49480498|  PASSED  
+      rgb_lagged_sum|   9|   1000000|     100|0.33094142|  PASSED  
+      rgb_lagged_sum|  10|   1000000|     100|0.47641961|  PASSED  
+      rgb_lagged_sum|  11|   1000000|     100|0.43372374|  PASSED  
+      rgb_lagged_sum|  12|   1000000|     100|0.98913689|  PASSED  
+      rgb_lagged_sum|  13|   1000000|     100|0.45877548|  PASSED  
+      rgb_lagged_sum|  14|   1000000|     100|0.83162863|  PASSED  
+      rgb_lagged_sum|  15|   1000000|     100|0.15850218|  PASSED  
+      rgb_lagged_sum|  16|   1000000|     100|0.12786978|  PASSED  
+      rgb_lagged_sum|  17|   1000000|     100|0.60886089|  PASSED  
+      rgb_lagged_sum|  18|   1000000|     100|0.72649082|  PASSED  
+      rgb_lagged_sum|  19|   1000000|     100|0.76492612|  PASSED  
+      rgb_lagged_sum|  20|   1000000|     100|0.53206310|  PASSED  
+      rgb_lagged_sum|  21|   1000000|     100|0.52133317|  PASSED  
+      rgb_lagged_sum|  22|   1000000|     100|0.05441741|  PASSED  
+      rgb_lagged_sum|  23|   1000000|     100|0.41107746|  PASSED  
+      rgb_lagged_sum|  24|   1000000|     100|0.99588606|   WEAK   
+      rgb_lagged_sum|  24|   1000000|     200|0.98990428|  PASSED  
+      rgb_lagged_sum|  25|   1000000|     100|0.32617875|  PASSED  
+      rgb_lagged_sum|  26|   1000000|     100|0.97442171|  PASSED  
+      rgb_lagged_sum|  27|   1000000|     100|0.78299587|  PASSED  
+      rgb_lagged_sum|  28|   1000000|     100|0.60922391|  PASSED  
+      rgb_lagged_sum|  29|   1000000|     100|0.64487666|  PASSED  
+      rgb_lagged_sum|  30|   1000000|     100|0.61066705|  PASSED  
+      rgb_lagged_sum|  31|   1000000|     100|0.57863115|  PASSED  
+      rgb_lagged_sum|  32|   1000000|     100|0.23473328|  PASSED  
+     rgb_kstest_test|   0|     10000|    1000|0.20995162|  PASSED  
+     dab_bytedistrib|   0|  51200000|       1|0.63078574|  PASSED  
+             dab_dct| 256|     50000|       1|0.42967831|  PASSED  
+Preparing to run test 207.  ntuple = 0
+        dab_filltree|  32|  15000000|       1|0.11482983|  PASSED  
+        dab_filltree|  32|  15000000|       1|0.87492994|  PASSED  
+Preparing to run test 208.  ntuple = 0
+       dab_filltree2|   0|   5000000|       1|0.52338027|  PASSED  
+       dab_filltree2|   1|   5000000|       1|0.66207465|  PASSED  
+Preparing to run test 209.  ntuple = 0
+        dab_monobit2|  12|  65000000|       1|0.73112863|  PASSED  
+# 
+# Test duration: 133.69631865308332 minutes
+# 
diff --git a/src/site/resources/txt/userguide/rng/stress/dh/run_1/dh_7 b/src/site/resources/txt/userguide/rng/stress/dh/run_1/dh_7
new file mode 100644
index 000000000..6aee1d3f4
--- /dev/null
+++ b/src/site/resources/txt/userguide/rng/stress/dh/run_1/dh_7
@@ -0,0 +1,204 @@
+# 
+# RNG: org.apache.commons.math4.rng.internal.source32.Well44497a
+# 
+# Java: 1.8.0_66
+# Runtime: 1.8.0_66-b17
+# JVM: Java HotSpot(TM) 64-Bit Server VM 25.66-b17
+# OS: Linux 3.16.0-4-amd64 amd64
+# 
+# Analyzer: /usr/bin/dieharder -a -g 200 -Y 1 -k 2 
+# 
+#=============================================================================#
+#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
+#=============================================================================#
+   rng_name    |rands/second|   Seed   |
+stdin_input_raw|  7.98e+06  | 928607557|
+#=============================================================================#
+        test_name   |ntup| tsamples |psamples|  p-value |Assessment
+#=============================================================================#
+   diehard_birthdays|   0|       100|     100|0.82007001|  PASSED  
+      diehard_operm5|   0|   1000000|     100|0.99547281|   WEAK   
+      diehard_operm5|   0|   1000000|     200|0.49051121|  PASSED  
+  diehard_rank_32x32|   0|     40000|     100|0.74741099|  PASSED  
+    diehard_rank_6x8|   0|    100000|     100|0.50752156|  PASSED  
+   diehard_bitstream|   0|   2097152|     100|0.17270720|  PASSED  
+        diehard_opso|   0|   2097152|     100|0.35550779|  PASSED  
+        diehard_oqso|   0|   2097152|     100|0.49666162|  PASSED  
+         diehard_dna|   0|   2097152|     100|0.12894355|  PASSED  
+diehard_count_1s_str|   0|    256000|     100|0.59478096|  PASSED  
+diehard_count_1s_byt|   0|    256000|     100|0.50883747|  PASSED  
+ diehard_parking_lot|   0|     12000|     100|0.45749625|  PASSED  
+    diehard_2dsphere|   2|      8000|     100|0.96538054|  PASSED  
+    diehard_3dsphere|   3|      4000|     100|0.02189419|  PASSED  
+     diehard_squeeze|   0|    100000|     100|0.15869088|  PASSED  
+        diehard_sums|   0|       100|     100|0.00841445|  PASSED  
+        diehard_runs|   0|    100000|     100|0.78690636|  PASSED  
+        diehard_runs|   0|    100000|     100|0.58450153|  PASSED  
+       diehard_craps|   0|    200000|     100|0.92507252|  PASSED  
+       diehard_craps|   0|    200000|     100|0.99015443|  PASSED  
+ marsaglia_tsang_gcd|   0|  10000000|     100|0.50464897|  PASSED  
+ marsaglia_tsang_gcd|   0|  10000000|     100|0.65940503|  PASSED  
+         sts_monobit|   1|    100000|     100|0.06582809|  PASSED  
+            sts_runs|   2|    100000|     100|0.85976447|  PASSED  
+          sts_serial|   1|    100000|     100|0.47108999|  PASSED  
+          sts_serial|   2|    100000|     100|0.13198569|  PASSED  
+          sts_serial|   3|    100000|     100|0.60561394|  PASSED  
+          sts_serial|   3|    100000|     100|0.81757721|  PASSED  
+          sts_serial|   4|    100000|     100|0.29426072|  PASSED  
+          sts_serial|   4|    100000|     100|0.41808668|  PASSED  
+          sts_serial|   5|    100000|     100|0.40081116|  PASSED  
+          sts_serial|   5|    100000|     100|0.81190373|  PASSED  
+          sts_serial|   6|    100000|     100|0.80462705|  PASSED  
+          sts_serial|   6|    100000|     100|0.40548752|  PASSED  
+          sts_serial|   7|    100000|     100|0.84312607|  PASSED  
+          sts_serial|   7|    100000|     100|0.48336103|  PASSED  
+          sts_serial|   8|    100000|     100|0.68109838|  PASSED  
+          sts_serial|   8|    100000|     100|0.25464021|  PASSED  
+          sts_serial|   9|    100000|     100|0.27908490|  PASSED  
+          sts_serial|   9|    100000|     100|0.82810109|  PASSED  
+          sts_serial|  10|    100000|     100|0.10706928|  PASSED  
+          sts_serial|  10|    100000|     100|0.63868801|  PASSED  
+          sts_serial|  11|    100000|     100|0.01407815|  PASSED  
+          sts_serial|  11|    100000|     100|0.09818554|  PASSED  
+          sts_serial|  12|    100000|     100|0.00202141|   WEAK   
+          sts_serial|  12|    100000|     100|0.20964323|  PASSED  
+          sts_serial|  13|    100000|     100|0.05727806|  PASSED  
+          sts_serial|  13|    100000|     100|0.90206720|  PASSED  
+          sts_serial|  14|    100000|     100|0.00055873|   WEAK   
+          sts_serial|  14|    100000|     100|0.17847817|  PASSED  
+          sts_serial|  15|    100000|     100|0.27402956|  PASSED  
+          sts_serial|  15|    100000|     100|0.91876061|  PASSED  
+          sts_serial|  16|    100000|     100|0.03777306|  PASSED  
+          sts_serial|  16|    100000|     100|0.53543350|  PASSED  
+          sts_serial|   1|    100000|     200|0.95477890|  PASSED  
+          sts_serial|   2|    100000|     200|0.82585956|  PASSED  
+          sts_serial|   3|    100000|     200|0.36670304|  PASSED  
+          sts_serial|   3|    100000|     200|0.50271837|  PASSED  
+          sts_serial|   4|    100000|     200|0.27038031|  PASSED  
+          sts_serial|   4|    100000|     200|0.76416151|  PASSED  
+          sts_serial|   5|    100000|     200|0.35949676|  PASSED  
+          sts_serial|   5|    100000|     200|0.38834493|  PASSED  
+          sts_serial|   6|    100000|     200|0.53176978|  PASSED  
+          sts_serial|   6|    100000|     200|0.58358586|  PASSED  
+          sts_serial|   7|    100000|     200|0.99807673|   WEAK   
+          sts_serial|   7|    100000|     200|0.51102811|  PASSED  
+          sts_serial|   8|    100000|     200|0.68874068|  PASSED  
+          sts_serial|   8|    100000|     200|0.77295542|  PASSED  
+          sts_serial|   9|    100000|     200|0.71284329|  PASSED  
+          sts_serial|   9|    100000|     200|0.94177147|  PASSED  
+          sts_serial|  10|    100000|     200|0.76331279|  PASSED  
+          sts_serial|  10|    100000|     200|0.70231947|  PASSED  
+          sts_serial|  11|    100000|     200|0.16660736|  PASSED  
+          sts_serial|  11|    100000|     200|0.08573089|  PASSED  
+          sts_serial|  12|    100000|     200|0.01449615|  PASSED  
+          sts_serial|  12|    100000|     200|0.10054957|  PASSED  
+          sts_serial|  13|    100000|     200|0.08148787|  PASSED  
+          sts_serial|  13|    100000|     200|0.83353394|  PASSED  
+          sts_serial|  14|    100000|     200|0.06870757|  PASSED  
+          sts_serial|  14|    100000|     200|0.91854888|  PASSED  
+          sts_serial|  15|    100000|     200|0.21648779|  PASSED  
+          sts_serial|  15|    100000|     200|0.46966659|  PASSED  
+          sts_serial|  16|    100000|     200|0.31462053|  PASSED  
+          sts_serial|  16|    100000|     200|0.97386862|  PASSED  
+          sts_serial|   1|    100000|     300|0.85116989|  PASSED  
+          sts_serial|   2|    100000|     300|0.73261351|  PASSED  
+          sts_serial|   3|    100000|     300|0.69815478|  PASSED  
+          sts_serial|   3|    100000|     300|0.55285217|  PASSED  
+          sts_serial|   4|    100000|     300|0.33081797|  PASSED  
+          sts_serial|   4|    100000|     300|0.32159624|  PASSED  
+          sts_serial|   5|    100000|     300|0.70617878|  PASSED  
+          sts_serial|   5|    100000|     300|0.35138655|  PASSED  
+          sts_serial|   6|    100000|     300|0.50667861|  PASSED  
+          sts_serial|   6|    100000|     300|0.56040238|  PASSED  
+          sts_serial|   7|    100000|     300|0.78827367|  PASSED  
+          sts_serial|   7|    100000|     300|0.97065250|  PASSED  
+          sts_serial|   8|    100000|     300|0.90041627|  PASSED  
+          sts_serial|   8|    100000|     300|0.96786351|  PASSED  
+          sts_serial|   9|    100000|     300|0.57872360|  PASSED  
+          sts_serial|   9|    100000|     300|0.46435289|  PASSED  
+          sts_serial|  10|    100000|     300|0.98584255|  PASSED  
+          sts_serial|  10|    100000|     300|0.62998604|  PASSED  
+          sts_serial|  11|    100000|     300|0.30809523|  PASSED  
+          sts_serial|  11|    100000|     300|0.10027349|  PASSED  
+          sts_serial|  12|    100000|     300|0.26167543|  PASSED  
+          sts_serial|  12|    100000|     300|0.19350487|  PASSED  
+          sts_serial|  13|    100000|     300|0.37927445|  PASSED  
+          sts_serial|  13|    100000|     300|0.71921891|  PASSED  
+          sts_serial|  14|    100000|     300|0.21398731|  PASSED  
+          sts_serial|  14|    100000|     300|0.71135804|  PASSED  
+          sts_serial|  15|    100000|     300|0.41674830|  PASSED  
+          sts_serial|  15|    100000|     300|0.36236637|  PASSED  
+          sts_serial|  16|    100000|     300|0.53289201|  PASSED  
+          sts_serial|  16|    100000|     300|0.88775973|  PASSED  
+         rgb_bitdist|   1|    100000|     100|0.94155049|  PASSED  
+         rgb_bitdist|   2|    100000|     100|0.81891646|  PASSED  
+         rgb_bitdist|   3|    100000|     100|0.23711082|  PASSED  
+         rgb_bitdist|   4|    100000|     100|0.41912970|  PASSED  
+         rgb_bitdist|   5|    100000|     100|0.98230793|  PASSED  
+         rgb_bitdist|   6|    100000|     100|0.92659444|  PASSED  
+         rgb_bitdist|   7|    100000|     100|0.11980889|  PASSED  
+         rgb_bitdist|   8|    100000|     100|0.56551597|  PASSED  
+         rgb_bitdist|   9|    100000|     100|0.24468436|  PASSED  
+         rgb_bitdist|  10|    100000|     100|0.31401751|  PASSED  
+         rgb_bitdist|  11|    100000|     100|0.49183090|  PASSED  
+         rgb_bitdist|  12|    100000|     100|0.05110940|  PASSED  
+rgb_minimum_distance|   2|     10000|    1000|0.87823054|  PASSED  
+rgb_minimum_distance|   3|     10000|    1000|0.46134883|  PASSED  
+rgb_minimum_distance|   4|     10000|    1000|0.29795173|  PASSED  
+rgb_minimum_distance|   5|     10000|    1000|0.02955673|  PASSED  
+    rgb_permutations|   2|    100000|     100|0.47685135|  PASSED  
+    rgb_permutations|   3|    100000|     100|0.99533406|   WEAK   
+    rgb_permutations|   3|    100000|     200|0.10670238|  PASSED  
+    rgb_permutations|   4|    100000|     100|0.81368843|  PASSED  
+    rgb_permutations|   5|    100000|     100|0.41329332|  PASSED  
+      rgb_lagged_sum|   0|   1000000|     100|0.38968451|  PASSED  
+      rgb_lagged_sum|   1|   1000000|     100|0.57090927|  PASSED  
+      rgb_lagged_sum|   2|   1000000|     100|0.06218170|  PASSED  
+      rgb_lagged_sum|   3|   1000000|     100|0.02280486|  PASSED  
+      rgb_lagged_sum|   4|   1000000|     100|0.05530322|  PASSED  
+      rgb_lagged_sum|   5|   1000000|     100|0.09877564|  PASSED  
+      rgb_lagged_sum|   6|   1000000|     100|0.94342191|  PASSED  
+      rgb_lagged_sum|   7|   1000000|     100|0.93161832|  PASSED  
+      rgb_lagged_sum|   8|   1000000|     100|0.26114296|  PASSED  
+      rgb_lagged_sum|   9|   1000000|     100|0.53096461|  PASSED  
+      rgb_lagged_sum|  10|   1000000|     100|0.60169214|  PASSED  
+      rgb_lagged_sum|  11|   1000000|     100|0.52231633|  PASSED  
+      rgb_lagged_sum|  12|   1000000|     100|0.86624830|  PASSED  
+      rgb_lagged_sum|  13|   1000000|     100|0.71442269|  PASSED  
+      rgb_lagged_sum|  14|   1000000|     100|0.92954668|  PASSED  
+      rgb_lagged_sum|  15|   1000000|     100|0.48566554|  PASSED  
+      rgb_lagged_sum|  16|   1000000|     100|0.20698682|  PASSED  
+      rgb_lagged_sum|  17|   1000000|     100|0.99437670|  PASSED  
+      rgb_lagged_sum|  18|   1000000|     100|0.99734998|   WEAK   
+      rgb_lagged_sum|  18|   1000000|     200|0.99927818|   WEAK   
+      rgb_lagged_sum|  18|   1000000|     300|0.78851563|  PASSED  
+      rgb_lagged_sum|  19|   1000000|     100|0.97051716|  PASSED  
+      rgb_lagged_sum|  20|   1000000|     100|0.99907913|   WEAK   
+      rgb_lagged_sum|  20|   1000000|     200|0.80396797|  PASSED  
+      rgb_lagged_sum|  21|   1000000|     100|0.99986353|   WEAK   
+      rgb_lagged_sum|  21|   1000000|     200|0.43133733|  PASSED  
+      rgb_lagged_sum|  22|   1000000|     100|0.75065276|  PASSED  
+      rgb_lagged_sum|  23|   1000000|     100|0.33548964|  PASSED  
+      rgb_lagged_sum|  24|   1000000|     100|0.54121548|  PASSED  
+      rgb_lagged_sum|  25|   1000000|     100|0.34269794|  PASSED  
+      rgb_lagged_sum|  26|   1000000|     100|0.00998816|  PASSED  
+      rgb_lagged_sum|  27|   1000000|     100|0.58548470|  PASSED  
+      rgb_lagged_sum|  28|   1000000|     100|0.16490566|  PASSED  
+      rgb_lagged_sum|  29|   1000000|     100|0.43192865|  PASSED  
+      rgb_lagged_sum|  30|   1000000|     100|0.56195536|  PASSED  
+      rgb_lagged_sum|  31|   1000000|     100|0.29028720|  PASSED  
+      rgb_lagged_sum|  32|   1000000|     100|0.84210168|  PASSED  
+     rgb_kstest_test|   0|     10000|    1000|0.39986448|  PASSED  
+     dab_bytedistrib|   0|  51200000|       1|0.28901123|  PASSED  
+             dab_dct| 256|     50000|       1|0.33677959|  PASSED  
+Preparing to run test 207.  ntuple = 0
+        dab_filltree|  32|  15000000|       1|0.25513156|  PASSED  
+        dab_filltree|  32|  15000000|       1|0.24437722|  PASSED  
+Preparing to run test 208.  ntuple = 0
+       dab_filltree2|   0|   5000000|       1|0.61751696|  PASSED  
+       dab_filltree2|   1|   5000000|       1|0.20017244|  PASSED  
+Preparing to run test 209.  ntuple = 0
+        dab_monobit2|  12|  65000000|       1|0.98043063|  PASSED  
+# 
+# Test duration: 137.55742882765 minutes
+# 
diff --git a/src/site/resources/txt/userguide/rng/stress/dh/run_1/dh_8 b/src/site/resources/txt/userguide/rng/stress/dh/run_1/dh_8
new file mode 100644
index 000000000..c744795ed
--- /dev/null
+++ b/src/site/resources/txt/userguide/rng/stress/dh/run_1/dh_8
@@ -0,0 +1,201 @@
+# 
+# RNG: org.apache.commons.math4.rng.internal.source32.Well44497b
+# 
+# Java: 1.8.0_66
+# Runtime: 1.8.0_66-b17
+# JVM: Java HotSpot(TM) 64-Bit Server VM 25.66-b17
+# OS: Linux 3.16.0-4-amd64 amd64
+# 
+# Analyzer: /usr/bin/dieharder -a -g 200 -Y 1 -k 2 
+# 
+#=============================================================================#
+#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
+#=============================================================================#
+   rng_name    |rands/second|   Seed   |
+stdin_input_raw|  8.21e+06  |2910993051|
+#=============================================================================#
+        test_name   |ntup| tsamples |psamples|  p-value |Assessment
+#=============================================================================#
+   diehard_birthdays|   0|       100|     100|0.85063748|  PASSED  
+      diehard_operm5|   0|   1000000|     100|0.81273589|  PASSED  
+  diehard_rank_32x32|   0|     40000|     100|0.87816386|  PASSED  
+    diehard_rank_6x8|   0|    100000|     100|0.42814646|  PASSED  
+   diehard_bitstream|   0|   2097152|     100|0.04286407|  PASSED  
+        diehard_opso|   0|   2097152|     100|0.95793268|  PASSED  
+        diehard_oqso|   0|   2097152|     100|0.04253381|  PASSED  
+         diehard_dna|   0|   2097152|     100|0.26565466|  PASSED  
+diehard_count_1s_str|   0|    256000|     100|0.99098352|  PASSED  
+diehard_count_1s_byt|   0|    256000|     100|0.97859584|  PASSED  
+ diehard_parking_lot|   0|     12000|     100|0.62905479|  PASSED  
+    diehard_2dsphere|   2|      8000|     100|0.11737319|  PASSED  
+    diehard_3dsphere|   3|      4000|     100|0.41186865|  PASSED  
+     diehard_squeeze|   0|    100000|     100|0.85097789|  PASSED  
+        diehard_sums|   0|       100|     100|0.00983403|  PASSED  
+        diehard_runs|   0|    100000|     100|0.85218797|  PASSED  
+        diehard_runs|   0|    100000|     100|0.63267832|  PASSED  
+       diehard_craps|   0|    200000|     100|0.09494403|  PASSED  
+       diehard_craps|   0|    200000|     100|0.16049734|  PASSED  
+ marsaglia_tsang_gcd|   0|  10000000|     100|0.33818020|  PASSED  
+ marsaglia_tsang_gcd|   0|  10000000|     100|0.70774106|  PASSED  
+         sts_monobit|   1|    100000|     100|0.55866871|  PASSED  
+            sts_runs|   2|    100000|     100|0.41167458|  PASSED  
+          sts_serial|   1|    100000|     100|0.42240442|  PASSED  
+          sts_serial|   2|    100000|     100|0.49861954|  PASSED  
+          sts_serial|   3|    100000|     100|0.69015488|  PASSED  
+          sts_serial|   3|    100000|     100|0.38179689|  PASSED  
+          sts_serial|   4|    100000|     100|0.32935287|  PASSED  
+          sts_serial|   4|    100000|     100|0.99876192|   WEAK   
+          sts_serial|   5|    100000|     100|0.76971899|  PASSED  
+          sts_serial|   5|    100000|     100|0.95269489|  PASSED  
+          sts_serial|   6|    100000|     100|0.64367474|  PASSED  
+          sts_serial|   6|    100000|     100|0.30994624|  PASSED  
+          sts_serial|   7|    100000|     100|0.59407462|  PASSED  
+          sts_serial|   7|    100000|     100|0.90373629|  PASSED  
+          sts_serial|   8|    100000|     100|0.38899304|  PASSED  
+          sts_serial|   8|    100000|     100|0.85683354|  PASSED  
+          sts_serial|   9|    100000|     100|0.04054051|  PASSED  
+          sts_serial|   9|    100000|     100|0.37007877|  PASSED  
+          sts_serial|  10|    100000|     100|0.83745337|  PASSED  
+          sts_serial|  10|    100000|     100|0.04265845|  PASSED  
+          sts_serial|  11|    100000|     100|0.95766410|  PASSED  
+          sts_serial|  11|    100000|     100|0.95252680|  PASSED  
+          sts_serial|  12|    100000|     100|0.89359367|  PASSED  
+          sts_serial|  12|    100000|     100|0.75449176|  PASSED  
+          sts_serial|  13|    100000|     100|0.93758152|  PASSED  
+          sts_serial|  13|    100000|     100|0.44311691|  PASSED  
+          sts_serial|  14|    100000|     100|0.88013990|  PASSED  
+          sts_serial|  14|    100000|     100|0.24008044|  PASSED  
+          sts_serial|  15|    100000|     100|0.66719010|  PASSED  
+          sts_serial|  15|    100000|     100|0.98859880|  PASSED  
+          sts_serial|  16|    100000|     100|0.75320744|  PASSED  
+          sts_serial|  16|    100000|     100|0.82605477|  PASSED  
+          sts_serial|   1|    100000|     200|0.70218774|  PASSED  
+          sts_serial|   2|    100000|     200|0.33264330|  PASSED  
+          sts_serial|   3|    100000|     200|0.93737717|  PASSED  
+          sts_serial|   3|    100000|     200|0.22252881|  PASSED  
+          sts_serial|   4|    100000|     200|0.29425631|  PASSED  
+          sts_serial|   4|    100000|     200|0.62150655|  PASSED  
+          sts_serial|   5|    100000|     200|0.77358704|  PASSED  
+          sts_serial|   5|    100000|     200|0.81543226|  PASSED  
+          sts_serial|   6|    100000|     200|0.42100356|  PASSED  
+          sts_serial|   6|    100000|     200|0.83357484|  PASSED  
+          sts_serial|   7|    100000|     200|0.51110264|  PASSED  
+          sts_serial|   7|    100000|     200|0.94708614|  PASSED  
+          sts_serial|   8|    100000|     200|0.10923389|  PASSED  
+          sts_serial|   8|    100000|     200|0.38931280|  PASSED  
+          sts_serial|   9|    100000|     200|0.00381027|   WEAK   
+          sts_serial|   9|    100000|     200|0.49556404|  PASSED  
+          sts_serial|  10|    100000|     200|0.67352211|  PASSED  
+          sts_serial|  10|    100000|     200|0.06990724|  PASSED  
+          sts_serial|  11|    100000|     200|0.97317017|  PASSED  
+          sts_serial|  11|    100000|     200|0.91392155|  PASSED  
+          sts_serial|  12|    100000|     200|0.31583896|  PASSED  
+          sts_serial|  12|    100000|     200|0.36224166|  PASSED  
+          sts_serial|  13|    100000|     200|0.93394881|  PASSED  
+          sts_serial|  13|    100000|     200|0.75358014|  PASSED  
+          sts_serial|  14|    100000|     200|0.04553189|  PASSED  
+          sts_serial|  14|    100000|     200|0.03960865|  PASSED  
+          sts_serial|  15|    100000|     200|0.07846780|  PASSED  
+          sts_serial|  15|    100000|     200|0.91198359|  PASSED  
+          sts_serial|  16|    100000|     200|0.07651736|  PASSED  
+          sts_serial|  16|    100000|     200|0.90458625|  PASSED  
+          sts_serial|   1|    100000|     300|0.67888783|  PASSED  
+          sts_serial|   2|    100000|     300|0.08930947|  PASSED  
+          sts_serial|   3|    100000|     300|0.57405260|  PASSED  
+          sts_serial|   3|    100000|     300|0.12699816|  PASSED  
+          sts_serial|   4|    100000|     300|0.48341426|  PASSED  
+          sts_serial|   4|    100000|     300|0.88008042|  PASSED  
+          sts_serial|   5|    100000|     300|0.83753962|  PASSED  
+          sts_serial|   5|    100000|     300|0.71883393|  PASSED  
+          sts_serial|   6|    100000|     300|0.60118311|  PASSED  
+          sts_serial|   6|    100000|     300|0.95967654|  PASSED  
+          sts_serial|   7|    100000|     300|0.34960778|  PASSED  
+          sts_serial|   7|    100000|     300|0.81568203|  PASSED  
+          sts_serial|   8|    100000|     300|0.04737059|  PASSED  
+          sts_serial|   8|    100000|     300|0.77372755|  PASSED  
+          sts_serial|   9|    100000|     300|0.10220799|  PASSED  
+          sts_serial|   9|    100000|     300|0.83617955|  PASSED  
+          sts_serial|  10|    100000|     300|0.80896354|  PASSED  
+          sts_serial|  10|    100000|     300|0.05407971|  PASSED  
+          sts_serial|  11|    100000|     300|0.81497009|  PASSED  
+          sts_serial|  11|    100000|     300|0.28593863|  PASSED  
+          sts_serial|  12|    100000|     300|0.17207211|  PASSED  
+          sts_serial|  12|    100000|     300|0.23507787|  PASSED  
+          sts_serial|  13|    100000|     300|0.54749268|  PASSED  
+          sts_serial|  13|    100000|     300|0.85545938|  PASSED  
+          sts_serial|  14|    100000|     300|0.01394194|  PASSED  
+          sts_serial|  14|    100000|     300|0.27324321|  PASSED  
+          sts_serial|  15|    100000|     300|0.00610106|  PASSED  
+          sts_serial|  15|    100000|     300|0.85419153|  PASSED  
+          sts_serial|  16|    100000|     300|0.12431227|  PASSED  
+          sts_serial|  16|    100000|     300|0.96686027|  PASSED  
+         rgb_bitdist|   1|    100000|     100|0.07811895|  PASSED  
+         rgb_bitdist|   2|    100000|     100|0.96058421|  PASSED  
+         rgb_bitdist|   3|    100000|     100|0.47663989|  PASSED  
+         rgb_bitdist|   4|    100000|     100|0.13308627|  PASSED  
+         rgb_bitdist|   5|    100000|     100|0.21738712|  PASSED  
+         rgb_bitdist|   6|    100000|     100|0.99254962|  PASSED  
+         rgb_bitdist|   7|    100000|     100|0.99904450|   WEAK   
+         rgb_bitdist|   7|    100000|     200|0.56160349|  PASSED  
+         rgb_bitdist|   8|    100000|     100|0.81772225|  PASSED  
+         rgb_bitdist|   9|    100000|     100|0.22529749|  PASSED  
+         rgb_bitdist|  10|    100000|     100|0.86439946|  PASSED  
+         rgb_bitdist|  11|    100000|     100|0.89902137|  PASSED  
+         rgb_bitdist|  12|    100000|     100|0.94699045|  PASSED  
+rgb_minimum_distance|   2|     10000|    1000|0.98995603|  PASSED  
+rgb_minimum_distance|   3|     10000|    1000|0.64762751|  PASSED  
+rgb_minimum_distance|   4|     10000|    1000|0.59382517|  PASSED  
+rgb_minimum_distance|   5|     10000|    1000|0.96436469|  PASSED  
+    rgb_permutations|   2|    100000|     100|0.26633926|  PASSED  
+    rgb_permutations|   3|    100000|     100|0.45745610|  PASSED  
+    rgb_permutations|   4|    100000|     100|0.26976054|  PASSED  
+    rgb_permutations|   5|    100000|     100|0.26228593|  PASSED  
+      rgb_lagged_sum|   0|   1000000|     100|0.23747334|  PASSED  
+      rgb_lagged_sum|   1|   1000000|     100|0.77237790|  PASSED  
+      rgb_lagged_sum|   2|   1000000|     100|0.39637512|  PASSED  
+      rgb_lagged_sum|   3|   1000000|     100|0.99700103|   WEAK   
+      rgb_lagged_sum|   3|   1000000|     200|0.50593047|  PASSED  
+      rgb_lagged_sum|   4|   1000000|     100|0.11801391|  PASSED  
+      rgb_lagged_sum|   5|   1000000|     100|0.58938886|  PASSED  
+      rgb_lagged_sum|   6|   1000000|     100|0.96624158|  PASSED  
+      rgb_lagged_sum|   7|   1000000|     100|0.05537309|  PASSED  
+      rgb_lagged_sum|   8|   1000000|     100|0.08385241|  PASSED  
+      rgb_lagged_sum|   9|   1000000|     100|0.90865689|  PASSED  
+      rgb_lagged_sum|  10|   1000000|     100|0.49378572|  PASSED  
+      rgb_lagged_sum|  11|   1000000|     100|0.90752931|  PASSED  
+      rgb_lagged_sum|  12|   1000000|     100|0.78843768|  PASSED  
+      rgb_lagged_sum|  13|   1000000|     100|0.45118102|  PASSED  
+      rgb_lagged_sum|  14|   1000000|     100|0.16730631|  PASSED  
+      rgb_lagged_sum|  15|   1000000|     100|0.43344461|  PASSED  
+      rgb_lagged_sum|  16|   1000000|     100|0.73398837|  PASSED  
+      rgb_lagged_sum|  17|   1000000|     100|0.90429587|  PASSED  
+      rgb_lagged_sum|  18|   1000000|     100|0.99527076|   WEAK   
+      rgb_lagged_sum|  18|   1000000|     200|0.80510357|  PASSED  
+      rgb_lagged_sum|  19|   1000000|     100|0.74948425|  PASSED  
+      rgb_lagged_sum|  20|   1000000|     100|0.82568360|  PASSED  
+      rgb_lagged_sum|  21|   1000000|     100|0.52313986|  PASSED  
+      rgb_lagged_sum|  22|   1000000|     100|0.73570579|  PASSED  
+      rgb_lagged_sum|  23|   1000000|     100|0.05313203|  PASSED  
+      rgb_lagged_sum|  24|   1000000|     100|0.51517067|  PASSED  
+      rgb_lagged_sum|  25|   1000000|     100|0.97969953|  PASSED  
+      rgb_lagged_sum|  26|   1000000|     100|0.91039025|  PASSED  
+      rgb_lagged_sum|  27|   1000000|     100|0.94098808|  PASSED  
+      rgb_lagged_sum|  28|   1000000|     100|0.99265881|  PASSED  
+      rgb_lagged_sum|  29|   1000000|     100|0.36105124|  PASSED  
+      rgb_lagged_sum|  30|   1000000|     100|0.65170344|  PASSED  
+      rgb_lagged_sum|  31|   1000000|     100|0.28699845|  PASSED  
+      rgb_lagged_sum|  32|   1000000|     100|0.77234618|  PASSED  
+     rgb_kstest_test|   0|     10000|    1000|0.74177706|  PASSED  
+     dab_bytedistrib|   0|  51200000|       1|0.21989665|  PASSED  
+             dab_dct| 256|     50000|       1|0.95075593|  PASSED  
+Preparing to run test 207.  ntuple = 0
+        dab_filltree|  32|  15000000|       1|0.72913115|  PASSED  
+        dab_filltree|  32|  15000000|       1|0.27600544|  PASSED  
+Preparing to run test 208.  ntuple = 0
+       dab_filltree2|   0|   5000000|       1|0.45765439|  PASSED  
+       dab_filltree2|   1|   5000000|       1|0.71345018|  PASSED  
+Preparing to run test 209.  ntuple = 0
+        dab_monobit2|  12|  65000000|       1|0.16245895|  PASSED  
+# 
+# Test duration: 126.65715881980002 minutes
+# 
diff --git a/src/site/resources/txt/userguide/rng/stress/dh/run_1/dh_9 b/src/site/resources/txt/userguide/rng/stress/dh/run_1/dh_9
new file mode 100644
index 000000000..7408c6d75
--- /dev/null
+++ b/src/site/resources/txt/userguide/rng/stress/dh/run_1/dh_9
@@ -0,0 +1,143 @@
+# 
+# RNG: org.apache.commons.math4.rng.internal.source32.ISAACRandom
+# 
+# Java: 1.8.0_66
+# Runtime: 1.8.0_66-b17
+# JVM: Java HotSpot(TM) 64-Bit Server VM 25.66-b17
+# OS: Linux 3.16.0-4-amd64 amd64
+# 
+# Analyzer: /usr/bin/dieharder -a -g 200 -Y 1 -k 2 
+# 
+#=============================================================================#
+#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
+#=============================================================================#
+   rng_name    |rands/second|   Seed   |
+stdin_input_raw|  6.30e+06  |2172845642|
+#=============================================================================#
+        test_name   |ntup| tsamples |psamples|  p-value |Assessment
+#=============================================================================#
+   diehard_birthdays|   0|       100|     100|0.20670107|  PASSED  
+      diehard_operm5|   0|   1000000|     100|0.78001700|  PASSED  
+  diehard_rank_32x32|   0|     40000|     100|0.35493394|  PASSED  
+    diehard_rank_6x8|   0|    100000|     100|0.92377787|  PASSED  
+   diehard_bitstream|   0|   2097152|     100|0.49773359|  PASSED  
+        diehard_opso|   0|   2097152|     100|0.25439379|  PASSED  
+        diehard_oqso|   0|   2097152|     100|0.53137774|  PASSED  
+         diehard_dna|   0|   2097152|     100|0.68339120|  PASSED  
+diehard_count_1s_str|   0|    256000|     100|0.62172476|  PASSED  
+diehard_count_1s_byt|   0|    256000|     100|0.31383541|  PASSED  
+ diehard_parking_lot|   0|     12000|     100|0.36104913|  PASSED  
+    diehard_2dsphere|   2|      8000|     100|0.94578959|  PASSED  
+    diehard_3dsphere|   3|      4000|     100|0.93483509|  PASSED  
+     diehard_squeeze|   0|    100000|     100|0.77909624|  PASSED  
+        diehard_sums|   0|       100|     100|0.02187112|  PASSED  
+        diehard_runs|   0|    100000|     100|0.04592615|  PASSED  
+        diehard_runs|   0|    100000|     100|0.08649807|  PASSED  
+       diehard_craps|   0|    200000|     100|0.99288037|  PASSED  
+       diehard_craps|   0|    200000|     100|0.57261537|  PASSED  
+ marsaglia_tsang_gcd|   0|  10000000|     100|0.99707121|   WEAK   
+ marsaglia_tsang_gcd|   0|  10000000|     100|0.06992656|  PASSED  
+ marsaglia_tsang_gcd|   0|  10000000|     200|0.93772565|  PASSED  
+ marsaglia_tsang_gcd|   0|  10000000|     200|0.08229452|  PASSED  
+         sts_monobit|   1|    100000|     100|0.86135560|  PASSED  
+            sts_runs|   2|    100000|     100|0.89338196|  PASSED  
+          sts_serial|   1|    100000|     100|0.72294158|  PASSED  
+          sts_serial|   2|    100000|     100|0.56063265|  PASSED  
+          sts_serial|   3|    100000|     100|0.74160336|  PASSED  
+          sts_serial|   3|    100000|     100|0.44158164|  PASSED  
+          sts_serial|   4|    100000|     100|0.90160450|  PASSED  
+          sts_serial|   4|    100000|     100|0.59272149|  PASSED  
+          sts_serial|   5|    100000|     100|0.13190688|  PASSED  
+          sts_serial|   5|    100000|     100|0.57876824|  PASSED  
+          sts_serial|   6|    100000|     100|0.26746526|  PASSED  
+          sts_serial|   6|    100000|     100|0.20589715|  PASSED  
+          sts_serial|   7|    100000|     100|0.32117179|  PASSED  
+          sts_serial|   7|    100000|     100|0.82871234|  PASSED  
+          sts_serial|   8|    100000|     100|0.93975526|  PASSED  
+          sts_serial|   8|    100000|     100|0.96787785|  PASSED  
+          sts_serial|   9|    100000|     100|0.92844528|  PASSED  
+          sts_serial|   9|    100000|     100|0.46291505|  PASSED  
+          sts_serial|  10|    100000|     100|0.69120501|  PASSED  
+          sts_serial|  10|    100000|     100|0.87888496|  PASSED  
+          sts_serial|  11|    100000|     100|0.83927442|  PASSED  
+          sts_serial|  11|    100000|     100|0.59246076|  PASSED  
+          sts_serial|  12|    100000|     100|0.27892839|  PASSED  
+          sts_serial|  12|    100000|     100|0.01182971|  PASSED  
+          sts_serial|  13|    100000|     100|0.76906876|  PASSED  
+          sts_serial|  13|    100000|     100|0.80424172|  PASSED  
+          sts_serial|  14|    100000|     100|0.44036194|  PASSED  
+          sts_serial|  14|    100000|     100|0.17877200|  PASSED  
+          sts_serial|  15|    100000|     100|0.85848151|  PASSED  
+          sts_serial|  15|    100000|     100|0.90726316|  PASSED  
+          sts_serial|  16|    100000|     100|0.98994663|  PASSED  
+          sts_serial|  16|    100000|     100|0.92925223|  PASSED  
+         rgb_bitdist|   1|    100000|     100|0.90044701|  PASSED  
+         rgb_bitdist|   2|    100000|     100|0.46248158|  PASSED  
+         rgb_bitdist|   3|    100000|     100|0.93285651|  PASSED  
+         rgb_bitdist|   4|    100000|     100|0.89291881|  PASSED  
+         rgb_bitdist|   5|    100000|     100|0.88046327|  PASSED  
+         rgb_bitdist|   6|    100000|     100|0.62040673|  PASSED  
+         rgb_bitdist|   7|    100000|     100|0.98007235|  PASSED  
+         rgb_bitdist|   8|    100000|     100|0.95048032|  PASSED  
+         rgb_bitdist|   9|    100000|     100|0.78019518|  PASSED  
+         rgb_bitdist|  10|    100000|     100|0.28539233|  PASSED  
+         rgb_bitdist|  11|    100000|     100|0.18588791|  PASSED  
+         rgb_bitdist|  12|    100000|     100|0.17947094|  PASSED  
+rgb_minimum_distance|   2|     10000|    1000|0.11148307|  PASSED  
+rgb_minimum_distance|   3|     10000|    1000|0.33939380|  PASSED  
+rgb_minimum_distance|   4|     10000|    1000|0.04620613|  PASSED  
+rgb_minimum_distance|   5|     10000|    1000|0.99983314|   WEAK   
+rgb_minimum_distance|   5|     10000|    1100|0.99765656|   WEAK   
+rgb_minimum_distance|   5|     10000|    1200|0.93470420|  PASSED  
+    rgb_permutations|   2|    100000|     100|0.43793294|  PASSED  
+    rgb_permutations|   3|    100000|     100|0.94647548|  PASSED  
+    rgb_permutations|   4|    100000|     100|0.06571911|  PASSED  
+    rgb_permutations|   5|    100000|     100|0.78592139|  PASSED  
+      rgb_lagged_sum|   0|   1000000|     100|0.76126990|  PASSED  
+      rgb_lagged_sum|   1|   1000000|     100|0.82970137|  PASSED  
+      rgb_lagged_sum|   2|   1000000|     100|0.28570727|  PASSED  
+      rgb_lagged_sum|   3|   1000000|     100|0.42851728|  PASSED  
+      rgb_lagged_sum|   4|   1000000|     100|0.53024569|  PASSED  
+      rgb_lagged_sum|   5|   1000000|     100|0.87601460|  PASSED  
+      rgb_lagged_sum|   6|   1000000|     100|0.04867236|  PASSED  
+      rgb_lagged_sum|   7|   1000000|     100|0.11738690|  PASSED  
+      rgb_lagged_sum|   8|   1000000|     100|0.64898192|  PASSED  
+      rgb_lagged_sum|   9|   1000000|     100|0.64493123|  PASSED  
+      rgb_lagged_sum|  10|   1000000|     100|0.47007712|  PASSED  
+      rgb_lagged_sum|  11|   1000000|     100|0.86883990|  PASSED  
+      rgb_lagged_sum|  12|   1000000|     100|0.96496572|  PASSED  
+      rgb_lagged_sum|  13|   1000000|     100|0.63170559|  PASSED  
+      rgb_lagged_sum|  14|   1000000|     100|0.10372391|  PASSED  
+      rgb_lagged_sum|  15|   1000000|     100|0.51228021|  PASSED  
+      rgb_lagged_sum|  16|   1000000|     100|0.80271064|  PASSED  
+      rgb_lagged_sum|  17|   1000000|     100|0.76104849|  PASSED  
+      rgb_lagged_sum|  18|   1000000|     100|0.50381960|  PASSED  
+      rgb_lagged_sum|  19|   1000000|     100|0.47853096|  PASSED  
+      rgb_lagged_sum|  20|   1000000|     100|0.41436075|  PASSED  
+      rgb_lagged_sum|  21|   1000000|     100|0.09040258|  PASSED  
+      rgb_lagged_sum|  22|   1000000|     100|0.57530915|  PASSED  
+      rgb_lagged_sum|  23|   1000000|     100|0.99327254|  PASSED  
+      rgb_lagged_sum|  24|   1000000|     100|0.89376099|  PASSED  
+      rgb_lagged_sum|  25|   1000000|     100|0.74113432|  PASSED  
+      rgb_lagged_sum|  26|   1000000|     100|0.38035803|  PASSED  
+      rgb_lagged_sum|  27|   1000000|     100|0.19664273|  PASSED  
+      rgb_lagged_sum|  28|   1000000|     100|0.65211304|  PASSED  
+      rgb_lagged_sum|  29|   1000000|     100|0.08659366|  PASSED  
+      rgb_lagged_sum|  30|   1000000|     100|0.07771201|  PASSED  
+      rgb_lagged_sum|  31|   1000000|     100|0.73285927|  PASSED  
+      rgb_lagged_sum|  32|   1000000|     100|0.99996862|   WEAK   
+      rgb_lagged_sum|  32|   1000000|     200|0.53857461|  PASSED  
+     rgb_kstest_test|   0|     10000|    1000|0.48268826|  PASSED  
+     dab_bytedistrib|   0|  51200000|       1|0.14566213|  PASSED  
+             dab_dct| 256|     50000|       1|0.72666906|  PASSED  
+Preparing to run test 207.  ntuple = 0
+        dab_filltree|  32|  15000000|       1|0.13946531|  PASSED  
+        dab_filltree|  32|  15000000|       1|0.91373961|  PASSED  
+Preparing to run test 208.  ntuple = 0
+       dab_filltree2|   0|   5000000|       1|0.95156252|  PASSED  
+       dab_filltree2|   1|   5000000|       1|0.69433445|  PASSED  
+Preparing to run test 209.  ntuple = 0
+        dab_monobit2|  12|  65000000|       1|0.90451670|  PASSED  
+# 
+# Test duration: 126.64687635416666 minutes
+# 
diff --git a/src/site/resources/txt/userguide/rng/stress/dh/run_2/dh_1 b/src/site/resources/txt/userguide/rng/stress/dh/run_2/dh_1
new file mode 100644
index 000000000..67f73d43f
--- /dev/null
+++ b/src/site/resources/txt/userguide/rng/stress/dh/run_2/dh_1
@@ -0,0 +1,146 @@
+# 
+# RNG: org.apache.commons.math4.rng.internal.source32.JDKRandom
+# 
+# Java: 1.8.0_66
+# Runtime: 1.8.0_66-b17
+# JVM: Java HotSpot(TM) 64-Bit Server VM 25.66-b17
+# OS: Linux 3.16.0-4-amd64 amd64
+# 
+# Analyzer: /usr/bin/dieharder -a -g 200 -Y 1 -k 2 
+# 
+#=============================================================================#
+#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
+#=============================================================================#
+   rng_name    |rands/second|   Seed   |
+stdin_input_raw|  8.26e+06  |2112158018|
+#=============================================================================#
+        test_name   |ntup| tsamples |psamples|  p-value |Assessment
+#=============================================================================#
+   diehard_birthdays|   0|       100|     100|0.39551175|  PASSED  
+      diehard_operm5|   0|   1000000|     100|0.01638871|  PASSED  
+  diehard_rank_32x32|   0|     40000|     100|0.78049209|  PASSED  
+    diehard_rank_6x8|   0|    100000|     100|0.34865144|  PASSED  
+   diehard_bitstream|   0|   2097152|     100|0.52307003|  PASSED  
+        diehard_opso|   0|   2097152|     100|0.18051558|  PASSED  
+        diehard_oqso|   0|   2097152|     100|0.00000000|  FAILED  
+         diehard_dna|   0|   2097152|     100|0.00000000|  FAILED  
+diehard_count_1s_str|   0|    256000|     100|0.61503829|  PASSED  
+diehard_count_1s_byt|   0|    256000|     100|0.50896368|  PASSED  
+ diehard_parking_lot|   0|     12000|     100|0.91507220|  PASSED  
+    diehard_2dsphere|   2|      8000|     100|0.01185796|  PASSED  
+    diehard_3dsphere|   3|      4000|     100|0.46183478|  PASSED  
+     diehard_squeeze|   0|    100000|     100|0.73634198|  PASSED  
+        diehard_sums|   0|       100|     100|0.28173715|  PASSED  
+        diehard_runs|   0|    100000|     100|0.16963573|  PASSED  
+        diehard_runs|   0|    100000|     100|0.79914087|  PASSED  
+       diehard_craps|   0|    200000|     100|0.00624281|  PASSED  
+       diehard_craps|   0|    200000|     100|0.00984013|  PASSED  
+ marsaglia_tsang_gcd|   0|  10000000|     100|0.77215769|  PASSED  
+ marsaglia_tsang_gcd|   0|  10000000|     100|0.38272860|  PASSED  
+         sts_monobit|   1|    100000|     100|0.08921400|  PASSED  
+            sts_runs|   2|    100000|     100|0.89059755|  PASSED  
+          sts_serial|   1|    100000|     100|0.72380148|  PASSED  
+          sts_serial|   2|    100000|     100|0.92622647|  PASSED  
+          sts_serial|   3|    100000|     100|0.01922055|  PASSED  
+          sts_serial|   3|    100000|     100|0.24748347|  PASSED  
+          sts_serial|   4|    100000|     100|0.20938540|  PASSED  
+          sts_serial|   4|    100000|     100|0.97499289|  PASSED  
+          sts_serial|   5|    100000|     100|0.21258357|  PASSED  
+          sts_serial|   5|    100000|     100|0.84160381|  PASSED  
+          sts_serial|   6|    100000|     100|0.14074346|  PASSED  
+          sts_serial|   6|    100000|     100|0.71820628|  PASSED  
+          sts_serial|   7|    100000|     100|0.48148409|  PASSED  
+          sts_serial|   7|    100000|     100|0.91477979|  PASSED  
+          sts_serial|   8|    100000|     100|0.97405700|  PASSED  
+          sts_serial|   8|    100000|     100|0.96765038|  PASSED  
+          sts_serial|   9|    100000|     100|0.85433874|  PASSED  
+          sts_serial|   9|    100000|     100|0.96817705|  PASSED  
+          sts_serial|  10|    100000|     100|0.98018984|  PASSED  
+          sts_serial|  10|    100000|     100|0.81314848|  PASSED  
+          sts_serial|  11|    100000|     100|0.97118546|  PASSED  
+          sts_serial|  11|    100000|     100|0.71497230|  PASSED  
+          sts_serial|  12|    100000|     100|0.74387481|  PASSED  
+          sts_serial|  12|    100000|     100|0.92198078|  PASSED  
+          sts_serial|  13|    100000|     100|0.72773474|  PASSED  
+          sts_serial|  13|    100000|     100|0.35936114|  PASSED  
+          sts_serial|  14|    100000|     100|0.97405149|  PASSED  
+          sts_serial|  14|    100000|     100|0.23387605|  PASSED  
+          sts_serial|  15|    100000|     100|0.85995233|  PASSED  
+          sts_serial|  15|    100000|     100|0.36625336|  PASSED  
+          sts_serial|  16|    100000|     100|0.94326461|  PASSED  
+          sts_serial|  16|    100000|     100|0.62443342|  PASSED  
+         rgb_bitdist|   1|    100000|     100|0.20619215|  PASSED  
+         rgb_bitdist|   2|    100000|     100|0.72263974|  PASSED  
+         rgb_bitdist|   3|    100000|     100|0.60159278|  PASSED  
+         rgb_bitdist|   4|    100000|     100|0.49577750|  PASSED  
+         rgb_bitdist|   5|    100000|     100|0.27600807|  PASSED  
+         rgb_bitdist|   6|    100000|     100|0.91404718|  PASSED  
+         rgb_bitdist|   7|    100000|     100|0.48671626|  PASSED  
+         rgb_bitdist|   8|    100000|     100|0.83192803|  PASSED  
+         rgb_bitdist|   9|    100000|     100|0.55592104|  PASSED  
+         rgb_bitdist|  10|    100000|     100|0.43915356|  PASSED  
+         rgb_bitdist|  11|    100000|     100|0.20397356|  PASSED  
+         rgb_bitdist|  12|    100000|     100|0.09113635|  PASSED  
+rgb_minimum_distance|   2|     10000|    1000|0.27607082|  PASSED  
+rgb_minimum_distance|   3|     10000|    1000|0.00000001|  FAILED  
+rgb_minimum_distance|   4|     10000|    1000|0.00000000|  FAILED  
+rgb_minimum_distance|   5|     10000|    1000|0.00000000|  FAILED  
+    rgb_permutations|   2|    100000|     100|0.98902753|  PASSED  
+    rgb_permutations|   3|    100000|     100|0.64029886|  PASSED  
+    rgb_permutations|   4|    100000|     100|0.03482400|  PASSED  
+    rgb_permutations|   5|    100000|     100|0.17978988|  PASSED  
+      rgb_lagged_sum|   0|   1000000|     100|0.40238149|  PASSED  
+      rgb_lagged_sum|   1|   1000000|     100|0.35754973|  PASSED  
+      rgb_lagged_sum|   2|   1000000|     100|0.94014887|  PASSED  
+      rgb_lagged_sum|   3|   1000000|     100|0.00011083|   WEAK   
+      rgb_lagged_sum|   3|   1000000|     200|0.00000003|  FAILED  
+      rgb_lagged_sum|   4|   1000000|     100|0.38873599|  PASSED  
+      rgb_lagged_sum|   5|   1000000|     100|0.73749013|  PASSED  
+      rgb_lagged_sum|   6|   1000000|     100|0.79623901|  PASSED  
+      rgb_lagged_sum|   7|   1000000|     100|0.00000536|   WEAK   
+      rgb_lagged_sum|   7|   1000000|     200|0.00000000|  FAILED  
+      rgb_lagged_sum|   8|   1000000|     100|0.68228881|  PASSED  
+      rgb_lagged_sum|   9|   1000000|     100|0.93800352|  PASSED  
+      rgb_lagged_sum|  10|   1000000|     100|0.99168634|  PASSED  
+      rgb_lagged_sum|  11|   1000000|     100|0.35169487|  PASSED  
+      rgb_lagged_sum|  12|   1000000|     100|0.53996422|  PASSED  
+      rgb_lagged_sum|  13|   1000000|     100|0.00540083|  PASSED  
+      rgb_lagged_sum|  14|   1000000|     100|0.99625042|   WEAK   
+      rgb_lagged_sum|  14|   1000000|     200|0.99609054|   WEAK   
+      rgb_lagged_sum|  14|   1000000|     300|0.77485138|  PASSED  
+      rgb_lagged_sum|  15|   1000000|     100|0.00009127|   WEAK   
+      rgb_lagged_sum|  15|   1000000|     200|0.00000000|  FAILED  
+      rgb_lagged_sum|  16|   1000000|     100|0.99889543|   WEAK   
+      rgb_lagged_sum|  16|   1000000|     200|0.81971042|  PASSED  
+      rgb_lagged_sum|  17|   1000000|     100|0.03302253|  PASSED  
+      rgb_lagged_sum|  18|   1000000|     100|0.81600518|  PASSED  
+      rgb_lagged_sum|  19|   1000000|     100|0.27907363|  PASSED  
+      rgb_lagged_sum|  20|   1000000|     100|0.54051536|  PASSED  
+      rgb_lagged_sum|  21|   1000000|     100|0.97145774|  PASSED  
+      rgb_lagged_sum|  22|   1000000|     100|0.54137492|  PASSED  
+      rgb_lagged_sum|  23|   1000000|     100|0.09777112|  PASSED  
+      rgb_lagged_sum|  24|   1000000|     100|0.30051939|  PASSED  
+      rgb_lagged_sum|  25|   1000000|     100|0.55496032|  PASSED  
+      rgb_lagged_sum|  26|   1000000|     100|0.75418746|  PASSED  
+      rgb_lagged_sum|  27|   1000000|     100|0.05940748|  PASSED  
+      rgb_lagged_sum|  28|   1000000|     100|0.16745497|  PASSED  
+      rgb_lagged_sum|  29|   1000000|     100|0.15184415|  PASSED  
+      rgb_lagged_sum|  30|   1000000|     100|0.87682520|  PASSED  
+      rgb_lagged_sum|  31|   1000000|     100|0.31666592|  PASSED  
+      rgb_lagged_sum|  32|   1000000|     100|0.95714405|  PASSED  
+     rgb_kstest_test|   0|     10000|    1000|0.89905458|  PASSED  
+     dab_bytedistrib|   0|  51200000|       1|1.00000000|  FAILED  
+             dab_dct| 256|     50000|       1|0.19204543|  PASSED  
+Preparing to run test 207.  ntuple = 0
+        dab_filltree|  32|  15000000|       1|0.00006893|   WEAK   
+        dab_filltree|  32|  15000000|       1|0.00014568|   WEAK   
+        dab_filltree|  32|  15000000|     101|0.00000000|  FAILED  
+        dab_filltree|  32|  15000000|     101|0.00000000|  FAILED  
+Preparing to run test 208.  ntuple = 0
+       dab_filltree2|   0|   5000000|       1|0.82737453|  PASSED  
+       dab_filltree2|   1|   5000000|       1|0.33898398|  PASSED  
+Preparing to run test 209.  ntuple = 0
+        dab_monobit2|  12|  65000000|       1|0.80932347|  PASSED  
+# 
+# Test duration: 200.7653692116667 minutes
+# 
diff --git a/src/site/resources/txt/userguide/rng/stress/dh/run_2/dh_10 b/src/site/resources/txt/userguide/rng/stress/dh/run_2/dh_10
new file mode 100644
index 000000000..43d9631a9
--- /dev/null
+++ b/src/site/resources/txt/userguide/rng/stress/dh/run_2/dh_10
@@ -0,0 +1,172 @@
+# 
+# RNG: org.apache.commons.math4.rng.internal.source64.MersenneTwister64
+# 
+# Java: 1.8.0_66
+# Runtime: 1.8.0_66-b17
+# JVM: Java HotSpot(TM) 64-Bit Server VM 25.66-b17
+# OS: Linux 3.16.0-4-amd64 amd64
+# 
+# Analyzer: /usr/bin/dieharder -a -g 200 -Y 1 -k 2 
+# 
+#=============================================================================#
+#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
+#=============================================================================#
+   rng_name    |rands/second|   Seed   |
+stdin_input_raw|  8.43e+06  |  65196341|
+#=============================================================================#
+        test_name   |ntup| tsamples |psamples|  p-value |Assessment
+#=============================================================================#
+   diehard_birthdays|   0|       100|     100|0.77393593|  PASSED  
+      diehard_operm5|   0|   1000000|     100|0.17506318|  PASSED  
+  diehard_rank_32x32|   0|     40000|     100|0.95522455|  PASSED  
+    diehard_rank_6x8|   0|    100000|     100|0.53205969|  PASSED  
+   diehard_bitstream|   0|   2097152|     100|0.23688694|  PASSED  
+        diehard_opso|   0|   2097152|     100|0.73918395|  PASSED  
+        diehard_oqso|   0|   2097152|     100|0.31135650|  PASSED  
+         diehard_dna|   0|   2097152|     100|0.44805445|  PASSED  
+diehard_count_1s_str|   0|    256000|     100|0.01849881|  PASSED  
+diehard_count_1s_byt|   0|    256000|     100|0.67854943|  PASSED  
+ diehard_parking_lot|   0|     12000|     100|0.83699181|  PASSED  
+    diehard_2dsphere|   2|      8000|     100|0.82267572|  PASSED  
+    diehard_3dsphere|   3|      4000|     100|0.91560437|  PASSED  
+     diehard_squeeze|   0|    100000|     100|0.02920041|  PASSED  
+        diehard_sums|   0|       100|     100|0.40395437|  PASSED  
+        diehard_runs|   0|    100000|     100|0.81213684|  PASSED  
+        diehard_runs|   0|    100000|     100|0.71356831|  PASSED  
+       diehard_craps|   0|    200000|     100|0.14777897|  PASSED  
+       diehard_craps|   0|    200000|     100|0.23480249|  PASSED  
+ marsaglia_tsang_gcd|   0|  10000000|     100|0.28319249|  PASSED  
+ marsaglia_tsang_gcd|   0|  10000000|     100|0.46725297|  PASSED  
+         sts_monobit|   1|    100000|     100|0.90843962|  PASSED  
+            sts_runs|   2|    100000|     100|0.99601137|   WEAK   
+            sts_runs|   2|    100000|     200|0.85241048|  PASSED  
+          sts_serial|   1|    100000|     100|0.57903662|  PASSED  
+          sts_serial|   2|    100000|     100|0.92277059|  PASSED  
+          sts_serial|   3|    100000|     100|0.85558613|  PASSED  
+          sts_serial|   3|    100000|     100|0.82689250|  PASSED  
+          sts_serial|   4|    100000|     100|0.21146680|  PASSED  
+          sts_serial|   4|    100000|     100|0.87093728|  PASSED  
+          sts_serial|   5|    100000|     100|0.54737605|  PASSED  
+          sts_serial|   5|    100000|     100|0.89422059|  PASSED  
+          sts_serial|   6|    100000|     100|0.98154808|  PASSED  
+          sts_serial|   6|    100000|     100|0.65700573|  PASSED  
+          sts_serial|   7|    100000|     100|0.43081117|  PASSED  
+          sts_serial|   7|    100000|     100|0.34762085|  PASSED  
+          sts_serial|   8|    100000|     100|0.46617263|  PASSED  
+          sts_serial|   8|    100000|     100|0.64056917|  PASSED  
+          sts_serial|   9|    100000|     100|0.95246172|  PASSED  
+          sts_serial|   9|    100000|     100|0.45537826|  PASSED  
+          sts_serial|  10|    100000|     100|0.49564166|  PASSED  
+          sts_serial|  10|    100000|     100|0.18647826|  PASSED  
+          sts_serial|  11|    100000|     100|0.88334832|  PASSED  
+          sts_serial|  11|    100000|     100|0.99729981|   WEAK   
+          sts_serial|  12|    100000|     100|0.04487347|  PASSED  
+          sts_serial|  12|    100000|     100|0.07061114|  PASSED  
+          sts_serial|  13|    100000|     100|0.54891810|  PASSED  
+          sts_serial|  13|    100000|     100|0.68499137|  PASSED  
+          sts_serial|  14|    100000|     100|0.16635928|  PASSED  
+          sts_serial|  14|    100000|     100|0.71003648|  PASSED  
+          sts_serial|  15|    100000|     100|0.08063234|  PASSED  
+          sts_serial|  15|    100000|     100|0.97293993|  PASSED  
+          sts_serial|  16|    100000|     100|0.40370620|  PASSED  
+          sts_serial|  16|    100000|     100|0.74985908|  PASSED  
+          sts_serial|   1|    100000|     200|0.78709899|  PASSED  
+          sts_serial|   2|    100000|     200|0.62803292|  PASSED  
+          sts_serial|   3|    100000|     200|0.30933408|  PASSED  
+          sts_serial|   3|    100000|     200|0.11787851|  PASSED  
+          sts_serial|   4|    100000|     200|0.21135855|  PASSED  
+          sts_serial|   4|    100000|     200|0.37638290|  PASSED  
+          sts_serial|   5|    100000|     200|0.54237676|  PASSED  
+          sts_serial|   5|    100000|     200|0.71371444|  PASSED  
+          sts_serial|   6|    100000|     200|0.73921505|  PASSED  
+          sts_serial|   6|    100000|     200|0.52316682|  PASSED  
+          sts_serial|   7|    100000|     200|0.75112761|  PASSED  
+          sts_serial|   7|    100000|     200|0.72005591|  PASSED  
+          sts_serial|   8|    100000|     200|0.90205200|  PASSED  
+          sts_serial|   8|    100000|     200|0.54622671|  PASSED  
+          sts_serial|   9|    100000|     200|0.93761558|  PASSED  
+          sts_serial|   9|    100000|     200|0.92367380|  PASSED  
+          sts_serial|  10|    100000|     200|0.54833953|  PASSED  
+          sts_serial|  10|    100000|     200|0.15454070|  PASSED  
+          sts_serial|  11|    100000|     200|0.88714505|  PASSED  
+          sts_serial|  11|    100000|     200|0.79952825|  PASSED  
+          sts_serial|  12|    100000|     200|0.22935506|  PASSED  
+          sts_serial|  12|    100000|     200|0.81065185|  PASSED  
+          sts_serial|  13|    100000|     200|0.91718096|  PASSED  
+          sts_serial|  13|    100000|     200|0.66107482|  PASSED  
+          sts_serial|  14|    100000|     200|0.89397341|  PASSED  
+          sts_serial|  14|    100000|     200|0.78689572|  PASSED  
+          sts_serial|  15|    100000|     200|0.29907934|  PASSED  
+          sts_serial|  15|    100000|     200|0.99258192|  PASSED  
+          sts_serial|  16|    100000|     200|0.88212572|  PASSED  
+          sts_serial|  16|    100000|     200|0.44320798|  PASSED  
+         rgb_bitdist|   1|    100000|     100|0.48756819|  PASSED  
+         rgb_bitdist|   2|    100000|     100|0.16781758|  PASSED  
+         rgb_bitdist|   3|    100000|     100|0.01326397|  PASSED  
+         rgb_bitdist|   4|    100000|     100|0.29941916|  PASSED  
+         rgb_bitdist|   5|    100000|     100|0.07399842|  PASSED  
+         rgb_bitdist|   6|    100000|     100|0.64459014|  PASSED  
+         rgb_bitdist|   7|    100000|     100|0.07093541|  PASSED  
+         rgb_bitdist|   8|    100000|     100|0.85720209|  PASSED  
+         rgb_bitdist|   9|    100000|     100|0.77552102|  PASSED  
+         rgb_bitdist|  10|    100000|     100|0.88525749|  PASSED  
+         rgb_bitdist|  11|    100000|     100|0.99857719|   WEAK   
+         rgb_bitdist|  11|    100000|     200|0.57762074|  PASSED  
+         rgb_bitdist|  12|    100000|     100|0.65870675|  PASSED  
+rgb_minimum_distance|   2|     10000|    1000|0.99641563|   WEAK   
+rgb_minimum_distance|   2|     10000|    1100|0.96129992|  PASSED  
+rgb_minimum_distance|   3|     10000|    1000|0.10831138|  PASSED  
+rgb_minimum_distance|   4|     10000|    1000|0.48424754|  PASSED  
+rgb_minimum_distance|   5|     10000|    1000|0.74105213|  PASSED  
+    rgb_permutations|   2|    100000|     100|0.27138425|  PASSED  
+    rgb_permutations|   3|    100000|     100|0.99123993|  PASSED  
+    rgb_permutations|   4|    100000|     100|0.76223624|  PASSED  
+    rgb_permutations|   5|    100000|     100|0.96472560|  PASSED  
+      rgb_lagged_sum|   0|   1000000|     100|0.55325789|  PASSED  
+      rgb_lagged_sum|   1|   1000000|     100|0.37582970|  PASSED  
+      rgb_lagged_sum|   2|   1000000|     100|0.95796737|  PASSED  
+      rgb_lagged_sum|   3|   1000000|     100|0.91519934|  PASSED  
+      rgb_lagged_sum|   4|   1000000|     100|0.34774506|  PASSED  
+      rgb_lagged_sum|   5|   1000000|     100|0.13192176|  PASSED  
+      rgb_lagged_sum|   6|   1000000|     100|0.73793948|  PASSED  
+      rgb_lagged_sum|   7|   1000000|     100|0.46275363|  PASSED  
+      rgb_lagged_sum|   8|   1000000|     100|0.26947437|  PASSED  
+      rgb_lagged_sum|   9|   1000000|     100|0.94336080|  PASSED  
+      rgb_lagged_sum|  10|   1000000|     100|0.81907638|  PASSED  
+      rgb_lagged_sum|  11|   1000000|     100|0.63532196|  PASSED  
+      rgb_lagged_sum|  12|   1000000|     100|0.91816728|  PASSED  
+      rgb_lagged_sum|  13|   1000000|     100|0.48472825|  PASSED  
+      rgb_lagged_sum|  14|   1000000|     100|0.18849714|  PASSED  
+      rgb_lagged_sum|  15|   1000000|     100|0.99543588|   WEAK   
+      rgb_lagged_sum|  15|   1000000|     200|0.98140516|  PASSED  
+      rgb_lagged_sum|  16|   1000000|     100|0.72146672|  PASSED  
+      rgb_lagged_sum|  17|   1000000|     100|0.25663529|  PASSED  
+      rgb_lagged_sum|  18|   1000000|     100|0.49601297|  PASSED  
+      rgb_lagged_sum|  19|   1000000|     100|0.16977272|  PASSED  
+      rgb_lagged_sum|  20|   1000000|     100|0.80457283|  PASSED  
+      rgb_lagged_sum|  21|   1000000|     100|0.18842898|  PASSED  
+      rgb_lagged_sum|  22|   1000000|     100|0.48211543|  PASSED  
+      rgb_lagged_sum|  23|   1000000|     100|0.08829944|  PASSED  
+      rgb_lagged_sum|  24|   1000000|     100|0.20373754|  PASSED  
+      rgb_lagged_sum|  25|   1000000|     100|0.60300923|  PASSED  
+      rgb_lagged_sum|  26|   1000000|     100|0.35125415|  PASSED  
+      rgb_lagged_sum|  27|   1000000|     100|0.54331550|  PASSED  
+      rgb_lagged_sum|  28|   1000000|     100|0.32180759|  PASSED  
+      rgb_lagged_sum|  29|   1000000|     100|0.86980491|  PASSED  
+      rgb_lagged_sum|  30|   1000000|     100|0.18116049|  PASSED  
+      rgb_lagged_sum|  31|   1000000|     100|0.14811981|  PASSED  
+      rgb_lagged_sum|  32|   1000000|     100|0.57453124|  PASSED  
+     rgb_kstest_test|   0|     10000|    1000|0.90603371|  PASSED  
+     dab_bytedistrib|   0|  51200000|       1|0.04174385|  PASSED  
+             dab_dct| 256|     50000|       1|0.69965085|  PASSED  
+Preparing to run test 207.  ntuple = 0
+        dab_filltree|  32|  15000000|       1|0.51316451|  PASSED  
+        dab_filltree|  32|  15000000|       1|0.70016839|  PASSED  
+Preparing to run test 208.  ntuple = 0
+       dab_filltree2|   0|   5000000|       1|0.74454854|  PASSED  
+       dab_filltree2|   1|   5000000|       1|0.07070269|  PASSED  
+Preparing to run test 209.  ntuple = 0
+        dab_monobit2|  12|  65000000|       1|0.30658733|  PASSED  
+# 
+# Test duration: 149.76614831083333 minutes
+# 
diff --git a/src/site/resources/txt/userguide/rng/stress/dh/run_2/dh_11 b/src/site/resources/txt/userguide/rng/stress/dh/run_2/dh_11
new file mode 100644
index 000000000..74e38401e
--- /dev/null
+++ b/src/site/resources/txt/userguide/rng/stress/dh/run_2/dh_11
@@ -0,0 +1,259 @@
+# 
+# RNG: org.apache.commons.math4.rng.internal.source64.SplitMix64
+# 
+# Java: 1.8.0_66
+# Runtime: 1.8.0_66-b17
+# JVM: Java HotSpot(TM) 64-Bit Server VM 25.66-b17
+# OS: Linux 3.16.0-4-amd64 amd64
+# 
+# Analyzer: /usr/bin/dieharder -a -g 200 -Y 1 -k 2 
+# 
+#=============================================================================#
+#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
+#=============================================================================#
+   rng_name    |rands/second|   Seed   |
+stdin_input_raw|  1.21e+07  | 819939227|
+#=============================================================================#
+        test_name   |ntup| tsamples |psamples|  p-value |Assessment
+#=============================================================================#
+   diehard_birthdays|   0|       100|     100|0.65130319|  PASSED  
+      diehard_operm5|   0|   1000000|     100|0.42848657|  PASSED  
+  diehard_rank_32x32|   0|     40000|     100|0.99197105|  PASSED  
+    diehard_rank_6x8|   0|    100000|     100|0.93624281|  PASSED  
+   diehard_bitstream|   0|   2097152|     100|0.67567225|  PASSED  
+        diehard_opso|   0|   2097152|     100|0.18053904|  PASSED  
+        diehard_oqso|   0|   2097152|     100|0.93998513|  PASSED  
+         diehard_dna|   0|   2097152|     100|0.85381608|  PASSED  
+diehard_count_1s_str|   0|    256000|     100|0.07879285|  PASSED  
+diehard_count_1s_byt|   0|    256000|     100|0.51257809|  PASSED  
+ diehard_parking_lot|   0|     12000|     100|0.82824986|  PASSED  
+    diehard_2dsphere|   2|      8000|     100|0.86277034|  PASSED  
+    diehard_3dsphere|   3|      4000|     100|0.96747895|  PASSED  
+     diehard_squeeze|   0|    100000|     100|0.04392786|  PASSED  
+        diehard_sums|   0|       100|     100|0.08986396|  PASSED  
+        diehard_runs|   0|    100000|     100|0.65830365|  PASSED  
+        diehard_runs|   0|    100000|     100|0.95113109|  PASSED  
+       diehard_craps|   0|    200000|     100|0.73510806|  PASSED  
+       diehard_craps|   0|    200000|     100|0.74377626|  PASSED  
+ marsaglia_tsang_gcd|   0|  10000000|     100|0.19429933|  PASSED  
+ marsaglia_tsang_gcd|   0|  10000000|     100|0.21689040|  PASSED  
+         sts_monobit|   1|    100000|     100|0.66954403|  PASSED  
+            sts_runs|   2|    100000|     100|0.39085737|  PASSED  
+          sts_serial|   1|    100000|     100|0.38379903|  PASSED  
+          sts_serial|   2|    100000|     100|0.26568121|  PASSED  
+          sts_serial|   3|    100000|     100|0.50785557|  PASSED  
+          sts_serial|   3|    100000|     100|0.58023393|  PASSED  
+          sts_serial|   4|    100000|     100|0.54233628|  PASSED  
+          sts_serial|   4|    100000|     100|0.84921829|  PASSED  
+          sts_serial|   5|    100000|     100|0.95073679|  PASSED  
+          sts_serial|   5|    100000|     100|0.88545369|  PASSED  
+          sts_serial|   6|    100000|     100|0.95073539|  PASSED  
+          sts_serial|   6|    100000|     100|0.14384287|  PASSED  
+          sts_serial|   7|    100000|     100|0.42463259|  PASSED  
+          sts_serial|   7|    100000|     100|0.69419843|  PASSED  
+          sts_serial|   8|    100000|     100|0.24220688|  PASSED  
+          sts_serial|   8|    100000|     100|0.75347138|  PASSED  
+          sts_serial|   9|    100000|     100|0.12717188|  PASSED  
+          sts_serial|   9|    100000|     100|0.68064930|  PASSED  
+          sts_serial|  10|    100000|     100|0.02148683|  PASSED  
+          sts_serial|  10|    100000|     100|0.10301291|  PASSED  
+          sts_serial|  11|    100000|     100|0.30103069|  PASSED  
+          sts_serial|  11|    100000|     100|0.41385219|  PASSED  
+          sts_serial|  12|    100000|     100|0.13643935|  PASSED  
+          sts_serial|  12|    100000|     100|0.83847274|  PASSED  
+          sts_serial|  13|    100000|     100|0.92166105|  PASSED  
+          sts_serial|  13|    100000|     100|0.99950128|   WEAK   
+          sts_serial|  14|    100000|     100|0.12574218|  PASSED  
+          sts_serial|  14|    100000|     100|0.29623219|  PASSED  
+          sts_serial|  15|    100000|     100|0.96613665|  PASSED  
+          sts_serial|  15|    100000|     100|0.64378973|  PASSED  
+          sts_serial|  16|    100000|     100|0.71854774|  PASSED  
+          sts_serial|  16|    100000|     100|0.44482901|  PASSED  
+          sts_serial|   1|    100000|     200|0.67504828|  PASSED  
+          sts_serial|   2|    100000|     200|0.50964247|  PASSED  
+          sts_serial|   3|    100000|     200|0.66875166|  PASSED  
+          sts_serial|   3|    100000|     200|0.84146775|  PASSED  
+          sts_serial|   4|    100000|     200|0.49968330|  PASSED  
+          sts_serial|   4|    100000|     200|0.25629735|  PASSED  
+          sts_serial|   5|    100000|     200|0.41389110|  PASSED  
+          sts_serial|   5|    100000|     200|0.94237091|  PASSED  
+          sts_serial|   6|    100000|     200|0.68311036|  PASSED  
+          sts_serial|   6|    100000|     200|0.19749474|  PASSED  
+          sts_serial|   7|    100000|     200|0.79210326|  PASSED  
+          sts_serial|   7|    100000|     200|0.97196134|  PASSED  
+          sts_serial|   8|    100000|     200|0.92286499|  PASSED  
+          sts_serial|   8|    100000|     200|0.88672932|  PASSED  
+          sts_serial|   9|    100000|     200|0.56033577|  PASSED  
+          sts_serial|   9|    100000|     200|0.75729568|  PASSED  
+          sts_serial|  10|    100000|     200|0.28711716|  PASSED  
+          sts_serial|  10|    100000|     200|0.17368631|  PASSED  
+          sts_serial|  11|    100000|     200|0.96770656|  PASSED  
+          sts_serial|  11|    100000|     200|0.34341952|  PASSED  
+          sts_serial|  12|    100000|     200|0.99687982|   WEAK   
+          sts_serial|  12|    100000|     200|0.67554006|  PASSED  
+          sts_serial|  13|    100000|     200|0.90892531|  PASSED  
+          sts_serial|  13|    100000|     200|0.98458137|  PASSED  
+          sts_serial|  14|    100000|     200|0.94620601|  PASSED  
+          sts_serial|  14|    100000|     200|0.80422641|  PASSED  
+          sts_serial|  15|    100000|     200|0.37569225|  PASSED  
+          sts_serial|  15|    100000|     200|0.54794692|  PASSED  
+          sts_serial|  16|    100000|     200|0.24098810|  PASSED  
+          sts_serial|  16|    100000|     200|0.30436068|  PASSED  
+          sts_serial|   1|    100000|     300|0.97204404|  PASSED  
+          sts_serial|   2|    100000|     300|0.88073743|  PASSED  
+          sts_serial|   3|    100000|     300|0.80544082|  PASSED  
+          sts_serial|   3|    100000|     300|0.85649486|  PASSED  
+          sts_serial|   4|    100000|     300|0.56286566|  PASSED  
+          sts_serial|   4|    100000|     300|0.51864908|  PASSED  
+          sts_serial|   5|    100000|     300|0.25653791|  PASSED  
+          sts_serial|   5|    100000|     300|0.81389220|  PASSED  
+          sts_serial|   6|    100000|     300|0.99633932|   WEAK   
+          sts_serial|   6|    100000|     300|0.16601696|  PASSED  
+          sts_serial|   7|    100000|     300|0.61561137|  PASSED  
+          sts_serial|   7|    100000|     300|0.97066641|  PASSED  
+          sts_serial|   8|    100000|     300|0.77309095|  PASSED  
+          sts_serial|   8|    100000|     300|0.65502534|  PASSED  
+          sts_serial|   9|    100000|     300|0.93053708|  PASSED  
+          sts_serial|   9|    100000|     300|0.62463182|  PASSED  
+          sts_serial|  10|    100000|     300|0.54734419|  PASSED  
+          sts_serial|  10|    100000|     300|0.50740403|  PASSED  
+          sts_serial|  11|    100000|     300|0.87249357|  PASSED  
+          sts_serial|  11|    100000|     300|0.58996589|  PASSED  
+          sts_serial|  12|    100000|     300|0.96602452|  PASSED  
+          sts_serial|  12|    100000|     300|0.72674687|  PASSED  
+          sts_serial|  13|    100000|     300|0.54751109|  PASSED  
+          sts_serial|  13|    100000|     300|0.93759680|  PASSED  
+          sts_serial|  14|    100000|     300|0.89220444|  PASSED  
+          sts_serial|  14|    100000|     300|0.96051387|  PASSED  
+          sts_serial|  15|    100000|     300|0.68690283|  PASSED  
+          sts_serial|  15|    100000|     300|0.76934858|  PASSED  
+          sts_serial|  16|    100000|     300|0.45354506|  PASSED  
+          sts_serial|  16|    100000|     300|0.97960069|  PASSED  
+          sts_serial|   1|    100000|     400|0.94091702|  PASSED  
+          sts_serial|   2|    100000|     400|0.27638744|  PASSED  
+          sts_serial|   3|    100000|     400|0.92986482|  PASSED  
+          sts_serial|   3|    100000|     400|0.80878797|  PASSED  
+          sts_serial|   4|    100000|     400|0.68588392|  PASSED  
+          sts_serial|   4|    100000|     400|0.48513545|  PASSED  
+          sts_serial|   5|    100000|     400|0.73714455|  PASSED  
+          sts_serial|   5|    100000|     400|0.47861256|  PASSED  
+          sts_serial|   6|    100000|     400|0.91481150|  PASSED  
+          sts_serial|   6|    100000|     400|0.11535560|  PASSED  
+          sts_serial|   7|    100000|     400|0.86349621|  PASSED  
+          sts_serial|   7|    100000|     400|0.92029293|  PASSED  
+          sts_serial|   8|    100000|     400|0.86653286|  PASSED  
+          sts_serial|   8|    100000|     400|0.71278050|  PASSED  
+          sts_serial|   9|    100000|     400|0.71347996|  PASSED  
+          sts_serial|   9|    100000|     400|0.44657478|  PASSED  
+          sts_serial|  10|    100000|     400|0.37015976|  PASSED  
+          sts_serial|  10|    100000|     400|0.76038237|  PASSED  
+          sts_serial|  11|    100000|     400|0.99684176|   WEAK   
+          sts_serial|  11|    100000|     400|0.81430850|  PASSED  
+          sts_serial|  12|    100000|     400|0.90328065|  PASSED  
+          sts_serial|  12|    100000|     400|0.80247381|  PASSED  
+          sts_serial|  13|    100000|     400|0.59656608|  PASSED  
+          sts_serial|  13|    100000|     400|0.90689206|  PASSED  
+          sts_serial|  14|    100000|     400|0.84603980|  PASSED  
+          sts_serial|  14|    100000|     400|0.90430810|  PASSED  
+          sts_serial|  15|    100000|     400|0.39247079|  PASSED  
+          sts_serial|  15|    100000|     400|0.41296654|  PASSED  
+          sts_serial|  16|    100000|     400|0.18169630|  PASSED  
+          sts_serial|  16|    100000|     400|0.41683888|  PASSED  
+          sts_serial|   1|    100000|     500|0.69320651|  PASSED  
+          sts_serial|   2|    100000|     500|0.10917949|  PASSED  
+          sts_serial|   3|    100000|     500|0.56299477|  PASSED  
+          sts_serial|   3|    100000|     500|0.31094316|  PASSED  
+          sts_serial|   4|    100000|     500|0.33317132|  PASSED  
+          sts_serial|   4|    100000|     500|0.65841777|  PASSED  
+          sts_serial|   5|    100000|     500|0.30829427|  PASSED  
+          sts_serial|   5|    100000|     500|0.60157652|  PASSED  
+          sts_serial|   6|    100000|     500|0.88025153|  PASSED  
+          sts_serial|   6|    100000|     500|0.04660464|  PASSED  
+          sts_serial|   7|    100000|     500|0.96944836|  PASSED  
+          sts_serial|   7|    100000|     500|0.97102302|  PASSED  
+          sts_serial|   8|    100000|     500|0.89481786|  PASSED  
+          sts_serial|   8|    100000|     500|0.78816533|  PASSED  
+          sts_serial|   9|    100000|     500|0.33904423|  PASSED  
+          sts_serial|   9|    100000|     500|0.32592935|  PASSED  
+          sts_serial|  10|    100000|     500|0.28013100|  PASSED  
+          sts_serial|  10|    100000|     500|0.76769840|  PASSED  
+          sts_serial|  11|    100000|     500|0.99066696|  PASSED  
+          sts_serial|  11|    100000|     500|0.81779354|  PASSED  
+          sts_serial|  12|    100000|     500|0.87172641|  PASSED  
+          sts_serial|  12|    100000|     500|0.46324166|  PASSED  
+          sts_serial|  13|    100000|     500|0.98324252|  PASSED  
+          sts_serial|  13|    100000|     500|0.99472778|  PASSED  
+          sts_serial|  14|    100000|     500|0.53993180|  PASSED  
+          sts_serial|  14|    100000|     500|0.46009474|  PASSED  
+          sts_serial|  15|    100000|     500|0.97975293|  PASSED  
+          sts_serial|  15|    100000|     500|0.87764916|  PASSED  
+          sts_serial|  16|    100000|     500|0.79198726|  PASSED  
+          sts_serial|  16|    100000|     500|0.21613635|  PASSED  
+         rgb_bitdist|   1|    100000|     100|0.68120105|  PASSED  
+         rgb_bitdist|   2|    100000|     100|0.90639560|  PASSED  
+         rgb_bitdist|   3|    100000|     100|0.94656851|  PASSED  
+         rgb_bitdist|   4|    100000|     100|0.12251952|  PASSED  
+         rgb_bitdist|   5|    100000|     100|0.61456409|  PASSED  
+         rgb_bitdist|   6|    100000|     100|0.52350159|  PASSED  
+         rgb_bitdist|   7|    100000|     100|0.87956511|  PASSED  
+         rgb_bitdist|   8|    100000|     100|0.89413760|  PASSED  
+         rgb_bitdist|   9|    100000|     100|0.28575731|  PASSED  
+         rgb_bitdist|  10|    100000|     100|0.49093734|  PASSED  
+         rgb_bitdist|  11|    100000|     100|0.26660227|  PASSED  
+         rgb_bitdist|  12|    100000|     100|0.96468479|  PASSED  
+rgb_minimum_distance|   2|     10000|    1000|0.33405128|  PASSED  
+rgb_minimum_distance|   3|     10000|    1000|0.36253717|  PASSED  
+rgb_minimum_distance|   4|     10000|    1000|0.54979726|  PASSED  
+rgb_minimum_distance|   5|     10000|    1000|0.12334255|  PASSED  
+    rgb_permutations|   2|    100000|     100|0.97168259|  PASSED  
+    rgb_permutations|   3|    100000|     100|0.83233143|  PASSED  
+    rgb_permutations|   4|    100000|     100|0.71352165|  PASSED  
+    rgb_permutations|   5|    100000|     100|0.59973194|  PASSED  
+      rgb_lagged_sum|   0|   1000000|     100|0.49917365|  PASSED  
+      rgb_lagged_sum|   1|   1000000|     100|0.70611235|  PASSED  
+      rgb_lagged_sum|   2|   1000000|     100|0.59359761|  PASSED  
+      rgb_lagged_sum|   3|   1000000|     100|0.57186179|  PASSED  
+      rgb_lagged_sum|   4|   1000000|     100|0.30795009|  PASSED  
+      rgb_lagged_sum|   5|   1000000|     100|0.53465999|  PASSED  
+      rgb_lagged_sum|   6|   1000000|     100|0.31533107|  PASSED  
+      rgb_lagged_sum|   7|   1000000|     100|0.94058815|  PASSED  
+      rgb_lagged_sum|   8|   1000000|     100|0.90566697|  PASSED  
+      rgb_lagged_sum|   9|   1000000|     100|0.64301348|  PASSED  
+      rgb_lagged_sum|  10|   1000000|     100|0.32913816|  PASSED  
+      rgb_lagged_sum|  11|   1000000|     100|0.03880868|  PASSED  
+      rgb_lagged_sum|  12|   1000000|     100|0.95173167|  PASSED  
+      rgb_lagged_sum|  13|   1000000|     100|0.27721428|  PASSED  
+      rgb_lagged_sum|  14|   1000000|     100|0.81328176|  PASSED  
+      rgb_lagged_sum|  15|   1000000|     100|0.61209416|  PASSED  
+      rgb_lagged_sum|  16|   1000000|     100|0.33620210|  PASSED  
+      rgb_lagged_sum|  17|   1000000|     100|0.95627576|  PASSED  
+      rgb_lagged_sum|  18|   1000000|     100|0.02142494|  PASSED  
+      rgb_lagged_sum|  19|   1000000|     100|0.26605904|  PASSED  
+      rgb_lagged_sum|  20|   1000000|     100|0.97753126|  PASSED  
+      rgb_lagged_sum|  21|   1000000|     100|0.01423671|  PASSED  
+      rgb_lagged_sum|  22|   1000000|     100|0.14396401|  PASSED  
+      rgb_lagged_sum|  23|   1000000|     100|0.47421297|  PASSED  
+      rgb_lagged_sum|  24|   1000000|     100|0.51423760|  PASSED  
+      rgb_lagged_sum|  25|   1000000|     100|0.81571899|  PASSED  
+      rgb_lagged_sum|  26|   1000000|     100|0.99702972|   WEAK   
+      rgb_lagged_sum|  26|   1000000|     200|0.52849528|  PASSED  
+      rgb_lagged_sum|  27|   1000000|     100|0.95999913|  PASSED  
+      rgb_lagged_sum|  28|   1000000|     100|0.90199933|  PASSED  
+      rgb_lagged_sum|  29|   1000000|     100|0.39451836|  PASSED  
+      rgb_lagged_sum|  30|   1000000|     100|0.39232515|  PASSED  
+      rgb_lagged_sum|  31|   1000000|     100|0.84792631|  PASSED  
+      rgb_lagged_sum|  32|   1000000|     100|0.88075632|  PASSED  
+     rgb_kstest_test|   0|     10000|    1000|0.26412166|  PASSED  
+     dab_bytedistrib|   0|  51200000|       1|0.97769960|  PASSED  
+             dab_dct| 256|     50000|       1|0.24267823|  PASSED  
+Preparing to run test 207.  ntuple = 0
+        dab_filltree|  32|  15000000|       1|0.88006729|  PASSED  
+        dab_filltree|  32|  15000000|       1|0.95082422|  PASSED  
+Preparing to run test 208.  ntuple = 0
+       dab_filltree2|   0|   5000000|       1|0.12386267|  PASSED  
+       dab_filltree2|   1|   5000000|       1|0.70985509|  PASSED  
+Preparing to run test 209.  ntuple = 0
+        dab_monobit2|  12|  65000000|       1|0.30670303|  PASSED  
+# 
+# Test duration: 135.24708653241666 minutes
+# 
diff --git a/src/site/resources/txt/userguide/rng/stress/dh/run_2/dh_12 b/src/site/resources/txt/userguide/rng/stress/dh/run_2/dh_12
new file mode 100644
index 000000000..e4973cd36
--- /dev/null
+++ b/src/site/resources/txt/userguide/rng/stress/dh/run_2/dh_12
@@ -0,0 +1,168 @@
+# 
+# RNG: org.apache.commons.math4.rng.internal.source64.XorShift1024Star
+# 
+# Java: 1.8.0_66
+# Runtime: 1.8.0_66-b17
+# JVM: Java HotSpot(TM) 64-Bit Server VM 25.66-b17
+# OS: Linux 3.16.0-4-amd64 amd64
+# 
+# Analyzer: /usr/bin/dieharder -a -g 200 -Y 1 -k 2 
+# 
+#=============================================================================#
+#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
+#=============================================================================#
+   rng_name    |rands/second|   Seed   |
+stdin_input_raw|  8.67e+06  |4049234644|
+#=============================================================================#
+        test_name   |ntup| tsamples |psamples|  p-value |Assessment
+#=============================================================================#
+   diehard_birthdays|   0|       100|     100|0.43986711|  PASSED  
+      diehard_operm5|   0|   1000000|     100|0.86075341|  PASSED  
+  diehard_rank_32x32|   0|     40000|     100|0.62133164|  PASSED  
+    diehard_rank_6x8|   0|    100000|     100|0.40501983|  PASSED  
+   diehard_bitstream|   0|   2097152|     100|0.21450471|  PASSED  
+        diehard_opso|   0|   2097152|     100|0.14529679|  PASSED  
+        diehard_oqso|   0|   2097152|     100|0.42952368|  PASSED  
+         diehard_dna|   0|   2097152|     100|0.62661288|  PASSED  
+diehard_count_1s_str|   0|    256000|     100|0.38079796|  PASSED  
+diehard_count_1s_byt|   0|    256000|     100|0.91119869|  PASSED  
+ diehard_parking_lot|   0|     12000|     100|0.99280463|  PASSED  
+    diehard_2dsphere|   2|      8000|     100|0.26539580|  PASSED  
+    diehard_3dsphere|   3|      4000|     100|0.84202820|  PASSED  
+     diehard_squeeze|   0|    100000|     100|0.95952556|  PASSED  
+        diehard_sums|   0|       100|     100|0.06744412|  PASSED  
+        diehard_runs|   0|    100000|     100|0.69092881|  PASSED  
+        diehard_runs|   0|    100000|     100|0.01348188|  PASSED  
+       diehard_craps|   0|    200000|     100|0.65927335|  PASSED  
+       diehard_craps|   0|    200000|     100|0.16087370|  PASSED  
+ marsaglia_tsang_gcd|   0|  10000000|     100|0.83170722|  PASSED  
+ marsaglia_tsang_gcd|   0|  10000000|     100|0.83595386|  PASSED  
+         sts_monobit|   1|    100000|     100|0.09001001|  PASSED  
+            sts_runs|   2|    100000|     100|0.15108464|  PASSED  
+          sts_serial|   1|    100000|     100|0.09519062|  PASSED  
+          sts_serial|   2|    100000|     100|0.99529374|   WEAK   
+          sts_serial|   3|    100000|     100|0.19986415|  PASSED  
+          sts_serial|   3|    100000|     100|0.52295559|  PASSED  
+          sts_serial|   4|    100000|     100|0.98417753|  PASSED  
+          sts_serial|   4|    100000|     100|0.67069285|  PASSED  
+          sts_serial|   5|    100000|     100|0.56911975|  PASSED  
+          sts_serial|   5|    100000|     100|0.90964413|  PASSED  
+          sts_serial|   6|    100000|     100|0.95518599|  PASSED  
+          sts_serial|   6|    100000|     100|0.56937053|  PASSED  
+          sts_serial|   7|    100000|     100|0.47793310|  PASSED  
+          sts_serial|   7|    100000|     100|0.21857744|  PASSED  
+          sts_serial|   8|    100000|     100|0.28709825|  PASSED  
+          sts_serial|   8|    100000|     100|0.38737847|  PASSED  
+          sts_serial|   9|    100000|     100|0.94874889|  PASSED  
+          sts_serial|   9|    100000|     100|0.90658668|  PASSED  
+          sts_serial|  10|    100000|     100|0.83220602|  PASSED  
+          sts_serial|  10|    100000|     100|0.34854881|  PASSED  
+          sts_serial|  11|    100000|     100|0.94357460|  PASSED  
+          sts_serial|  11|    100000|     100|0.74871348|  PASSED  
+          sts_serial|  12|    100000|     100|0.62709624|  PASSED  
+          sts_serial|  12|    100000|     100|0.76152945|  PASSED  
+          sts_serial|  13|    100000|     100|0.92395096|  PASSED  
+          sts_serial|  13|    100000|     100|0.78993724|  PASSED  
+          sts_serial|  14|    100000|     100|0.37069384|  PASSED  
+          sts_serial|  14|    100000|     100|0.27746731|  PASSED  
+          sts_serial|  15|    100000|     100|0.17526422|  PASSED  
+          sts_serial|  15|    100000|     100|0.21895898|  PASSED  
+          sts_serial|  16|    100000|     100|0.05918295|  PASSED  
+          sts_serial|  16|    100000|     100|0.07329479|  PASSED  
+          sts_serial|   1|    100000|     200|0.74068880|  PASSED  
+          sts_serial|   2|    100000|     200|0.93915184|  PASSED  
+          sts_serial|   3|    100000|     200|0.06170017|  PASSED  
+          sts_serial|   3|    100000|     200|0.12790917|  PASSED  
+          sts_serial|   4|    100000|     200|0.20067613|  PASSED  
+          sts_serial|   4|    100000|     200|0.50188373|  PASSED  
+          sts_serial|   5|    100000|     200|0.32524639|  PASSED  
+          sts_serial|   5|    100000|     200|0.33585786|  PASSED  
+          sts_serial|   6|    100000|     200|0.25966230|  PASSED  
+          sts_serial|   6|    100000|     200|0.82193807|  PASSED  
+          sts_serial|   7|    100000|     200|0.54395252|  PASSED  
+          sts_serial|   7|    100000|     200|0.18979469|  PASSED  
+          sts_serial|   8|    100000|     200|0.94930808|  PASSED  
+          sts_serial|   8|    100000|     200|0.67127739|  PASSED  
+          sts_serial|   9|    100000|     200|0.60733327|  PASSED  
+          sts_serial|   9|    100000|     200|0.96994624|  PASSED  
+          sts_serial|  10|    100000|     200|0.62606979|  PASSED  
+          sts_serial|  10|    100000|     200|0.40033589|  PASSED  
+          sts_serial|  11|    100000|     200|0.80899190|  PASSED  
+          sts_serial|  11|    100000|     200|0.89986722|  PASSED  
+          sts_serial|  12|    100000|     200|0.39663416|  PASSED  
+          sts_serial|  12|    100000|     200|0.06467541|  PASSED  
+          sts_serial|  13|    100000|     200|0.21524272|  PASSED  
+          sts_serial|  13|    100000|     200|0.82559608|  PASSED  
+          sts_serial|  14|    100000|     200|0.77172495|  PASSED  
+          sts_serial|  14|    100000|     200|0.14008237|  PASSED  
+          sts_serial|  15|    100000|     200|0.98463956|  PASSED  
+          sts_serial|  15|    100000|     200|0.49808309|  PASSED  
+          sts_serial|  16|    100000|     200|0.55248697|  PASSED  
+          sts_serial|  16|    100000|     200|0.58672133|  PASSED  
+         rgb_bitdist|   1|    100000|     100|0.92225732|  PASSED  
+         rgb_bitdist|   2|    100000|     100|0.36445678|  PASSED  
+         rgb_bitdist|   3|    100000|     100|0.96225262|  PASSED  
+         rgb_bitdist|   4|    100000|     100|0.76926547|  PASSED  
+         rgb_bitdist|   5|    100000|     100|0.59270749|  PASSED  
+         rgb_bitdist|   6|    100000|     100|0.27159563|  PASSED  
+         rgb_bitdist|   7|    100000|     100|0.77094872|  PASSED  
+         rgb_bitdist|   8|    100000|     100|0.48930166|  PASSED  
+         rgb_bitdist|   9|    100000|     100|0.70790945|  PASSED  
+         rgb_bitdist|  10|    100000|     100|0.98539462|  PASSED  
+         rgb_bitdist|  11|    100000|     100|0.96861063|  PASSED  
+         rgb_bitdist|  12|    100000|     100|0.89141142|  PASSED  
+rgb_minimum_distance|   2|     10000|    1000|0.96790115|  PASSED  
+rgb_minimum_distance|   3|     10000|    1000|0.80411688|  PASSED  
+rgb_minimum_distance|   4|     10000|    1000|0.52446188|  PASSED  
+rgb_minimum_distance|   5|     10000|    1000|0.47978117|  PASSED  
+    rgb_permutations|   2|    100000|     100|0.40777196|  PASSED  
+    rgb_permutations|   3|    100000|     100|0.95076980|  PASSED  
+    rgb_permutations|   4|    100000|     100|0.08936872|  PASSED  
+    rgb_permutations|   5|    100000|     100|0.26510667|  PASSED  
+      rgb_lagged_sum|   0|   1000000|     100|0.74705832|  PASSED  
+      rgb_lagged_sum|   1|   1000000|     100|0.59459494|  PASSED  
+      rgb_lagged_sum|   2|   1000000|     100|0.97178777|  PASSED  
+      rgb_lagged_sum|   3|   1000000|     100|0.17394485|  PASSED  
+      rgb_lagged_sum|   4|   1000000|     100|0.80415340|  PASSED  
+      rgb_lagged_sum|   5|   1000000|     100|0.96850998|  PASSED  
+      rgb_lagged_sum|   6|   1000000|     100|0.03325897|  PASSED  
+      rgb_lagged_sum|   7|   1000000|     100|0.67259803|  PASSED  
+      rgb_lagged_sum|   8|   1000000|     100|0.43739569|  PASSED  
+      rgb_lagged_sum|   9|   1000000|     100|0.22073208|  PASSED  
+      rgb_lagged_sum|  10|   1000000|     100|0.26353974|  PASSED  
+      rgb_lagged_sum|  11|   1000000|     100|0.39073326|  PASSED  
+      rgb_lagged_sum|  12|   1000000|     100|0.64778518|  PASSED  
+      rgb_lagged_sum|  13|   1000000|     100|0.36232598|  PASSED  
+      rgb_lagged_sum|  14|   1000000|     100|0.82578596|  PASSED  
+      rgb_lagged_sum|  15|   1000000|     100|0.15625029|  PASSED  
+      rgb_lagged_sum|  16|   1000000|     100|0.07173397|  PASSED  
+      rgb_lagged_sum|  17|   1000000|     100|0.30506458|  PASSED  
+      rgb_lagged_sum|  18|   1000000|     100|0.79791891|  PASSED  
+      rgb_lagged_sum|  19|   1000000|     100|0.14586711|  PASSED  
+      rgb_lagged_sum|  20|   1000000|     100|0.48057611|  PASSED  
+      rgb_lagged_sum|  21|   1000000|     100|0.32640210|  PASSED  
+      rgb_lagged_sum|  22|   1000000|     100|0.61535302|  PASSED  
+      rgb_lagged_sum|  23|   1000000|     100|0.72472744|  PASSED  
+      rgb_lagged_sum|  24|   1000000|     100|0.71146280|  PASSED  
+      rgb_lagged_sum|  25|   1000000|     100|0.90294638|  PASSED  
+      rgb_lagged_sum|  26|   1000000|     100|0.13115386|  PASSED  
+      rgb_lagged_sum|  27|   1000000|     100|0.20782030|  PASSED  
+      rgb_lagged_sum|  28|   1000000|     100|0.17832007|  PASSED  
+      rgb_lagged_sum|  29|   1000000|     100|0.46665024|  PASSED  
+      rgb_lagged_sum|  30|   1000000|     100|0.62685486|  PASSED  
+      rgb_lagged_sum|  31|   1000000|     100|0.36271734|  PASSED  
+      rgb_lagged_sum|  32|   1000000|     100|0.24656354|  PASSED  
+     rgb_kstest_test|   0|     10000|    1000|0.29974209|  PASSED  
+     dab_bytedistrib|   0|  51200000|       1|0.66226186|  PASSED  
+             dab_dct| 256|     50000|       1|0.01688589|  PASSED  
+Preparing to run test 207.  ntuple = 0
+        dab_filltree|  32|  15000000|       1|0.30797985|  PASSED  
+        dab_filltree|  32|  15000000|       1|0.09215619|  PASSED  
+Preparing to run test 208.  ntuple = 0
+       dab_filltree2|   0|   5000000|       1|0.71199761|  PASSED  
+       dab_filltree2|   1|   5000000|       1|0.63044442|  PASSED  
+Preparing to run test 209.  ntuple = 0
+        dab_monobit2|  12|  65000000|       1|0.59958440|  PASSED  
+# 
+# Test duration: 142.62414436471667 minutes
+# 
diff --git a/src/site/resources/txt/userguide/rng/stress/dh/run_2/dh_13 b/src/site/resources/txt/userguide/rng/stress/dh/run_2/dh_13
new file mode 100644
index 000000000..0e64bc553
--- /dev/null
+++ b/src/site/resources/txt/userguide/rng/stress/dh/run_2/dh_13
@@ -0,0 +1,261 @@
+# 
+# RNG: org.apache.commons.math4.rng.internal.source64.TwoCmres (Cmres: [0xedce446814d3b3d9L, 33, 330658535] + Cmres: [0xc5b3cf786c806df7L, 33, 331932042])
+# 
+# Java: 1.8.0_66
+# Runtime: 1.8.0_66-b17
+# JVM: Java HotSpot(TM) 64-Bit Server VM 25.66-b17
+# OS: Linux 3.16.0-4-amd64 amd64
+# 
+# Analyzer: /usr/bin/dieharder -a -g 200 -Y 1 -k 2 
+# 
+#=============================================================================#
+#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
+#=============================================================================#
+   rng_name    |rands/second|   Seed   |
+stdin_input_raw|  8.57e+06  |4137854788|
+#=============================================================================#
+        test_name   |ntup| tsamples |psamples|  p-value |Assessment
+#=============================================================================#
+   diehard_birthdays|   0|       100|     100|0.41377932|  PASSED  
+      diehard_operm5|   0|   1000000|     100|0.43068389|  PASSED  
+  diehard_rank_32x32|   0|     40000|     100|0.09864020|  PASSED  
+    diehard_rank_6x8|   0|    100000|     100|0.33203502|  PASSED  
+   diehard_bitstream|   0|   2097152|     100|0.46716732|  PASSED  
+        diehard_opso|   0|   2097152|     100|0.52705769|  PASSED  
+        diehard_oqso|   0|   2097152|     100|0.61769679|  PASSED  
+         diehard_dna|   0|   2097152|     100|0.09792456|  PASSED  
+diehard_count_1s_str|   0|    256000|     100|0.64272247|  PASSED  
+diehard_count_1s_byt|   0|    256000|     100|0.22613773|  PASSED  
+ diehard_parking_lot|   0|     12000|     100|0.98727196|  PASSED  
+    diehard_2dsphere|   2|      8000|     100|0.63824725|  PASSED  
+    diehard_3dsphere|   3|      4000|     100|0.32779128|  PASSED  
+     diehard_squeeze|   0|    100000|     100|0.40226180|  PASSED  
+        diehard_sums|   0|       100|     100|0.00712395|  PASSED  
+        diehard_runs|   0|    100000|     100|0.79789724|  PASSED  
+        diehard_runs|   0|    100000|     100|0.05642734|  PASSED  
+       diehard_craps|   0|    200000|     100|0.95181698|  PASSED  
+       diehard_craps|   0|    200000|     100|0.28904414|  PASSED  
+ marsaglia_tsang_gcd|   0|  10000000|     100|0.98520547|  PASSED  
+ marsaglia_tsang_gcd|   0|  10000000|     100|0.37339961|  PASSED  
+         sts_monobit|   1|    100000|     100|0.66302572|  PASSED  
+            sts_runs|   2|    100000|     100|0.97092640|  PASSED  
+          sts_serial|   1|    100000|     100|0.16638697|  PASSED  
+          sts_serial|   2|    100000|     100|0.36061922|  PASSED  
+          sts_serial|   3|    100000|     100|0.06431213|  PASSED  
+          sts_serial|   3|    100000|     100|0.26283736|  PASSED  
+          sts_serial|   4|    100000|     100|0.53979796|  PASSED  
+          sts_serial|   4|    100000|     100|0.86011045|  PASSED  
+          sts_serial|   5|    100000|     100|0.67844160|  PASSED  
+          sts_serial|   5|    100000|     100|0.73843150|  PASSED  
+          sts_serial|   6|    100000|     100|0.82803712|  PASSED  
+          sts_serial|   6|    100000|     100|0.70984129|  PASSED  
+          sts_serial|   7|    100000|     100|0.21575629|  PASSED  
+          sts_serial|   7|    100000|     100|0.22745102|  PASSED  
+          sts_serial|   8|    100000|     100|0.13213154|  PASSED  
+          sts_serial|   8|    100000|     100|0.30575979|  PASSED  
+          sts_serial|   9|    100000|     100|0.34686823|  PASSED  
+          sts_serial|   9|    100000|     100|0.36243200|  PASSED  
+          sts_serial|  10|    100000|     100|0.70363959|  PASSED  
+          sts_serial|  10|    100000|     100|0.84298185|  PASSED  
+          sts_serial|  11|    100000|     100|0.98918819|  PASSED  
+          sts_serial|  11|    100000|     100|0.95692442|  PASSED  
+          sts_serial|  12|    100000|     100|0.80698265|  PASSED  
+          sts_serial|  12|    100000|     100|0.68704909|  PASSED  
+          sts_serial|  13|    100000|     100|0.61600331|  PASSED  
+          sts_serial|  13|    100000|     100|0.25682490|  PASSED  
+          sts_serial|  14|    100000|     100|0.71221014|  PASSED  
+          sts_serial|  14|    100000|     100|0.99934597|   WEAK   
+          sts_serial|  15|    100000|     100|0.98061769|  PASSED  
+          sts_serial|  15|    100000|     100|0.55623022|  PASSED  
+          sts_serial|  16|    100000|     100|0.74324230|  PASSED  
+          sts_serial|  16|    100000|     100|0.19663505|  PASSED  
+          sts_serial|   1|    100000|     200|0.01030154|  PASSED  
+          sts_serial|   2|    100000|     200|0.28075457|  PASSED  
+          sts_serial|   3|    100000|     200|0.00620861|  PASSED  
+          sts_serial|   3|    100000|     200|0.02592878|  PASSED  
+          sts_serial|   4|    100000|     200|0.16909100|  PASSED  
+          sts_serial|   4|    100000|     200|0.82086476|  PASSED  
+          sts_serial|   5|    100000|     200|0.20192706|  PASSED  
+          sts_serial|   5|    100000|     200|0.79643142|  PASSED  
+          sts_serial|   6|    100000|     200|0.57211541|  PASSED  
+          sts_serial|   6|    100000|     200|0.53233417|  PASSED  
+          sts_serial|   7|    100000|     200|0.67540321|  PASSED  
+          sts_serial|   7|    100000|     200|0.91595629|  PASSED  
+          sts_serial|   8|    100000|     200|0.84776370|  PASSED  
+          sts_serial|   8|    100000|     200|0.48084876|  PASSED  
+          sts_serial|   9|    100000|     200|0.71105599|  PASSED  
+          sts_serial|   9|    100000|     200|0.78257380|  PASSED  
+          sts_serial|  10|    100000|     200|0.33994953|  PASSED  
+          sts_serial|  10|    100000|     200|0.16533311|  PASSED  
+          sts_serial|  11|    100000|     200|0.17915407|  PASSED  
+          sts_serial|  11|    100000|     200|0.97757438|  PASSED  
+          sts_serial|  12|    100000|     200|0.15767885|  PASSED  
+          sts_serial|  12|    100000|     200|0.70660237|  PASSED  
+          sts_serial|  13|    100000|     200|0.04894857|  PASSED  
+          sts_serial|  13|    100000|     200|0.26161827|  PASSED  
+          sts_serial|  14|    100000|     200|0.03320222|  PASSED  
+          sts_serial|  14|    100000|     200|0.33848541|  PASSED  
+          sts_serial|  15|    100000|     200|0.00478397|   WEAK   
+          sts_serial|  15|    100000|     200|0.89452421|  PASSED  
+          sts_serial|  16|    100000|     200|0.01756813|  PASSED  
+          sts_serial|  16|    100000|     200|0.19931613|  PASSED  
+          sts_serial|   1|    100000|     300|0.00205544|   WEAK   
+          sts_serial|   2|    100000|     300|0.61937202|  PASSED  
+          sts_serial|   3|    100000|     300|0.03071851|  PASSED  
+          sts_serial|   3|    100000|     300|0.03032828|  PASSED  
+          sts_serial|   4|    100000|     300|0.08984246|  PASSED  
+          sts_serial|   4|    100000|     300|0.69920341|  PASSED  
+          sts_serial|   5|    100000|     300|0.32288784|  PASSED  
+          sts_serial|   5|    100000|     300|0.41056062|  PASSED  
+          sts_serial|   6|    100000|     300|0.44916924|  PASSED  
+          sts_serial|   6|    100000|     300|0.16270803|  PASSED  
+          sts_serial|   7|    100000|     300|0.78587871|  PASSED  
+          sts_serial|   7|    100000|     300|0.73347325|  PASSED  
+          sts_serial|   8|    100000|     300|0.98347896|  PASSED  
+          sts_serial|   8|    100000|     300|0.36027085|  PASSED  
+          sts_serial|   9|    100000|     300|0.58191302|  PASSED  
+          sts_serial|   9|    100000|     300|0.96187028|  PASSED  
+          sts_serial|  10|    100000|     300|0.78912775|  PASSED  
+          sts_serial|  10|    100000|     300|0.33754471|  PASSED  
+          sts_serial|  11|    100000|     300|0.07653014|  PASSED  
+          sts_serial|  11|    100000|     300|0.43036478|  PASSED  
+          sts_serial|  12|    100000|     300|0.10557524|  PASSED  
+          sts_serial|  12|    100000|     300|0.63105000|  PASSED  
+          sts_serial|  13|    100000|     300|0.14206597|  PASSED  
+          sts_serial|  13|    100000|     300|0.54619202|  PASSED  
+          sts_serial|  14|    100000|     300|0.09345313|  PASSED  
+          sts_serial|  14|    100000|     300|0.52252062|  PASSED  
+          sts_serial|  15|    100000|     300|0.01806564|  PASSED  
+          sts_serial|  15|    100000|     300|0.97807773|  PASSED  
+          sts_serial|  16|    100000|     300|0.03263752|  PASSED  
+          sts_serial|  16|    100000|     300|0.07051090|  PASSED  
+          sts_serial|   1|    100000|     400|0.01502923|  PASSED  
+          sts_serial|   2|    100000|     400|0.13228516|  PASSED  
+          sts_serial|   3|    100000|     400|0.00360645|   WEAK   
+          sts_serial|   3|    100000|     400|0.00984887|  PASSED  
+          sts_serial|   4|    100000|     400|0.02166662|  PASSED  
+          sts_serial|   4|    100000|     400|0.53249206|  PASSED  
+          sts_serial|   5|    100000|     400|0.13757613|  PASSED  
+          sts_serial|   5|    100000|     400|0.22631392|  PASSED  
+          sts_serial|   6|    100000|     400|0.91482934|  PASSED  
+          sts_serial|   6|    100000|     400|0.09023090|  PASSED  
+          sts_serial|   7|    100000|     400|0.64054033|  PASSED  
+          sts_serial|   7|    100000|     400|0.44242911|  PASSED  
+          sts_serial|   8|    100000|     400|0.86399072|  PASSED  
+          sts_serial|   8|    100000|     400|0.14521041|  PASSED  
+          sts_serial|   9|    100000|     400|0.79289110|  PASSED  
+          sts_serial|   9|    100000|     400|0.66282885|  PASSED  
+          sts_serial|  10|    100000|     400|0.88414860|  PASSED  
+          sts_serial|  10|    100000|     400|0.58068627|  PASSED  
+          sts_serial|  11|    100000|     400|0.91275543|  PASSED  
+          sts_serial|  11|    100000|     400|0.70471939|  PASSED  
+          sts_serial|  12|    100000|     400|0.22167518|  PASSED  
+          sts_serial|  12|    100000|     400|0.68048707|  PASSED  
+          sts_serial|  13|    100000|     400|0.33805718|  PASSED  
+          sts_serial|  13|    100000|     400|0.70857165|  PASSED  
+          sts_serial|  14|    100000|     400|0.35577976|  PASSED  
+          sts_serial|  14|    100000|     400|0.96667107|  PASSED  
+          sts_serial|  15|    100000|     400|0.21076038|  PASSED  
+          sts_serial|  15|    100000|     400|0.98253218|  PASSED  
+          sts_serial|  16|    100000|     400|0.06071902|  PASSED  
+          sts_serial|  16|    100000|     400|0.08412877|  PASSED  
+          sts_serial|   1|    100000|     500|0.13834123|  PASSED  
+          sts_serial|   2|    100000|     500|0.25024803|  PASSED  
+          sts_serial|   3|    100000|     500|0.01785919|  PASSED  
+          sts_serial|   3|    100000|     500|0.03648554|  PASSED  
+          sts_serial|   4|    100000|     500|0.05924361|  PASSED  
+          sts_serial|   4|    100000|     500|0.38646230|  PASSED  
+          sts_serial|   5|    100000|     500|0.15596968|  PASSED  
+          sts_serial|   5|    100000|     500|0.50872450|  PASSED  
+          sts_serial|   6|    100000|     500|0.88291851|  PASSED  
+          sts_serial|   6|    100000|     500|0.02081203|  PASSED  
+          sts_serial|   7|    100000|     500|0.65824396|  PASSED  
+          sts_serial|   7|    100000|     500|0.55644469|  PASSED  
+          sts_serial|   8|    100000|     500|0.92441847|  PASSED  
+          sts_serial|   8|    100000|     500|0.12875775|  PASSED  
+          sts_serial|   9|    100000|     500|0.82424125|  PASSED  
+          sts_serial|   9|    100000|     500|0.64618913|  PASSED  
+          sts_serial|  10|    100000|     500|0.85661010|  PASSED  
+          sts_serial|  10|    100000|     500|0.14667206|  PASSED  
+          sts_serial|  11|    100000|     500|0.92863616|  PASSED  
+          sts_serial|  11|    100000|     500|0.95895694|  PASSED  
+          sts_serial|  12|    100000|     500|0.28474931|  PASSED  
+          sts_serial|  12|    100000|     500|0.54895548|  PASSED  
+          sts_serial|  13|    100000|     500|0.25982749|  PASSED  
+          sts_serial|  13|    100000|     500|0.46806655|  PASSED  
+          sts_serial|  14|    100000|     500|0.49922708|  PASSED  
+          sts_serial|  14|    100000|     500|0.81653416|  PASSED  
+          sts_serial|  15|    100000|     500|0.35050729|  PASSED  
+          sts_serial|  15|    100000|     500|0.96227025|  PASSED  
+          sts_serial|  16|    100000|     500|0.26401565|  PASSED  
+          sts_serial|  16|    100000|     500|0.37069644|  PASSED  
+         rgb_bitdist|   1|    100000|     100|0.92425608|  PASSED  
+         rgb_bitdist|   2|    100000|     100|0.83940461|  PASSED  
+         rgb_bitdist|   3|    100000|     100|0.84689557|  PASSED  
+         rgb_bitdist|   4|    100000|     100|0.33128106|  PASSED  
+         rgb_bitdist|   5|    100000|     100|0.12842913|  PASSED  
+         rgb_bitdist|   6|    100000|     100|0.21486534|  PASSED  
+         rgb_bitdist|   7|    100000|     100|0.90751856|  PASSED  
+         rgb_bitdist|   8|    100000|     100|0.16633581|  PASSED  
+         rgb_bitdist|   9|    100000|     100|0.31056439|  PASSED  
+         rgb_bitdist|  10|    100000|     100|0.99965960|   WEAK   
+         rgb_bitdist|  10|    100000|     200|0.91538601|  PASSED  
+         rgb_bitdist|  11|    100000|     100|0.24070042|  PASSED  
+         rgb_bitdist|  12|    100000|     100|0.49027792|  PASSED  
+rgb_minimum_distance|   2|     10000|    1000|0.13794213|  PASSED  
+rgb_minimum_distance|   3|     10000|    1000|0.72970342|  PASSED  
+rgb_minimum_distance|   4|     10000|    1000|0.32452086|  PASSED  
+rgb_minimum_distance|   5|     10000|    1000|0.46581590|  PASSED  
+    rgb_permutations|   2|    100000|     100|0.38494734|  PASSED  
+    rgb_permutations|   3|    100000|     100|0.55243592|  PASSED  
+    rgb_permutations|   4|    100000|     100|0.62705490|  PASSED  
+    rgb_permutations|   5|    100000|     100|0.78412476|  PASSED  
+      rgb_lagged_sum|   0|   1000000|     100|0.95652731|  PASSED  
+      rgb_lagged_sum|   1|   1000000|     100|0.97125545|  PASSED  
+      rgb_lagged_sum|   2|   1000000|     100|0.28441088|  PASSED  
+      rgb_lagged_sum|   3|   1000000|     100|0.10571028|  PASSED  
+      rgb_lagged_sum|   4|   1000000|     100|0.18579692|  PASSED  
+      rgb_lagged_sum|   5|   1000000|     100|0.77950641|  PASSED  
+      rgb_lagged_sum|   6|   1000000|     100|0.59250046|  PASSED  
+      rgb_lagged_sum|   7|   1000000|     100|0.02505981|  PASSED  
+      rgb_lagged_sum|   8|   1000000|     100|0.47302995|  PASSED  
+      rgb_lagged_sum|   9|   1000000|     100|0.98595871|  PASSED  
+      rgb_lagged_sum|  10|   1000000|     100|0.98853717|  PASSED  
+      rgb_lagged_sum|  11|   1000000|     100|0.61490023|  PASSED  
+      rgb_lagged_sum|  12|   1000000|     100|0.50160482|  PASSED  
+      rgb_lagged_sum|  13|   1000000|     100|0.12027240|  PASSED  
+      rgb_lagged_sum|  14|   1000000|     100|0.96754010|  PASSED  
+      rgb_lagged_sum|  15|   1000000|     100|0.21334535|  PASSED  
+      rgb_lagged_sum|  16|   1000000|     100|0.88783046|  PASSED  
+      rgb_lagged_sum|  17|   1000000|     100|0.99955140|   WEAK   
+      rgb_lagged_sum|  17|   1000000|     200|0.99971790|   WEAK   
+      rgb_lagged_sum|  17|   1000000|     300|0.40146641|  PASSED  
+      rgb_lagged_sum|  18|   1000000|     100|0.41667502|  PASSED  
+      rgb_lagged_sum|  19|   1000000|     100|0.08874978|  PASSED  
+      rgb_lagged_sum|  20|   1000000|     100|0.90107966|  PASSED  
+      rgb_lagged_sum|  21|   1000000|     100|0.34200440|  PASSED  
+      rgb_lagged_sum|  22|   1000000|     100|0.37963530|  PASSED  
+      rgb_lagged_sum|  23|   1000000|     100|0.97024129|  PASSED  
+      rgb_lagged_sum|  24|   1000000|     100|0.27937268|  PASSED  
+      rgb_lagged_sum|  25|   1000000|     100|0.23074718|  PASSED  
+      rgb_lagged_sum|  26|   1000000|     100|0.77447675|  PASSED  
+      rgb_lagged_sum|  27|   1000000|     100|0.93043715|  PASSED  
+      rgb_lagged_sum|  28|   1000000|     100|0.69797099|  PASSED  
+      rgb_lagged_sum|  29|   1000000|     100|0.49932176|  PASSED  
+      rgb_lagged_sum|  30|   1000000|     100|0.15535844|  PASSED  
+      rgb_lagged_sum|  31|   1000000|     100|0.88161991|  PASSED  
+      rgb_lagged_sum|  32|   1000000|     100|0.79593086|  PASSED  
+     rgb_kstest_test|   0|     10000|    1000|0.19101819|  PASSED  
+     dab_bytedistrib|   0|  51200000|       1|0.42748649|  PASSED  
+             dab_dct| 256|     50000|       1|0.87136468|  PASSED  
+Preparing to run test 207.  ntuple = 0
+        dab_filltree|  32|  15000000|       1|0.56742800|  PASSED  
+        dab_filltree|  32|  15000000|       1|0.82856739|  PASSED  
+Preparing to run test 208.  ntuple = 0
+       dab_filltree2|   0|   5000000|       1|0.26510823|  PASSED  
+       dab_filltree2|   1|   5000000|       1|0.50524832|  PASSED  
+Preparing to run test 209.  ntuple = 0
+        dab_monobit2|  12|  65000000|       1|0.67910494|  PASSED  
+# 
+# Test duration: 150.40452241786667 minutes
+# 
diff --git a/src/site/resources/txt/userguide/rng/stress/dh/run_2/dh_2 b/src/site/resources/txt/userguide/rng/stress/dh/run_2/dh_2
new file mode 100644
index 000000000..029c4e07e
--- /dev/null
+++ b/src/site/resources/txt/userguide/rng/stress/dh/run_2/dh_2
@@ -0,0 +1,140 @@
+# 
+# RNG: org.apache.commons.math4.rng.internal.source32.MersenneTwister
+# 
+# Java: 1.8.0_66
+# Runtime: 1.8.0_66-b17
+# JVM: Java HotSpot(TM) 64-Bit Server VM 25.66-b17
+# OS: Linux 3.16.0-4-amd64 amd64
+# 
+# Analyzer: /usr/bin/dieharder -a -g 200 -Y 1 -k 2 
+# 
+#=============================================================================#
+#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
+#=============================================================================#
+   rng_name    |rands/second|   Seed   |
+stdin_input_raw|  1.15e+07  |1277800222|
+#=============================================================================#
+        test_name   |ntup| tsamples |psamples|  p-value |Assessment
+#=============================================================================#
+   diehard_birthdays|   0|       100|     100|0.83018903|  PASSED  
+      diehard_operm5|   0|   1000000|     100|0.83633437|  PASSED  
+  diehard_rank_32x32|   0|     40000|     100|0.50851126|  PASSED  
+    diehard_rank_6x8|   0|    100000|     100|0.14990437|  PASSED  
+   diehard_bitstream|   0|   2097152|     100|0.92071822|  PASSED  
+        diehard_opso|   0|   2097152|     100|0.81766238|  PASSED  
+        diehard_oqso|   0|   2097152|     100|0.73439841|  PASSED  
+         diehard_dna|   0|   2097152|     100|0.30440003|  PASSED  
+diehard_count_1s_str|   0|    256000|     100|0.78889002|  PASSED  
+diehard_count_1s_byt|   0|    256000|     100|0.65339742|  PASSED  
+ diehard_parking_lot|   0|     12000|     100|0.00043440|   WEAK   
+ diehard_parking_lot|   0|     12000|     200|0.04327588|  PASSED  
+    diehard_2dsphere|   2|      8000|     100|0.48631739|  PASSED  
+    diehard_3dsphere|   3|      4000|     100|0.95061316|  PASSED  
+     diehard_squeeze|   0|    100000|     100|0.14096759|  PASSED  
+        diehard_sums|   0|       100|     100|0.46750328|  PASSED  
+        diehard_runs|   0|    100000|     100|0.95663857|  PASSED  
+        diehard_runs|   0|    100000|     100|0.73895911|  PASSED  
+       diehard_craps|   0|    200000|     100|0.37410375|  PASSED  
+       diehard_craps|   0|    200000|     100|0.52228801|  PASSED  
+ marsaglia_tsang_gcd|   0|  10000000|     100|0.68805022|  PASSED  
+ marsaglia_tsang_gcd|   0|  10000000|     100|0.54566978|  PASSED  
+         sts_monobit|   1|    100000|     100|0.71086339|  PASSED  
+            sts_runs|   2|    100000|     100|0.27451357|  PASSED  
+          sts_serial|   1|    100000|     100|0.28377179|  PASSED  
+          sts_serial|   2|    100000|     100|0.36220838|  PASSED  
+          sts_serial|   3|    100000|     100|0.41180880|  PASSED  
+          sts_serial|   3|    100000|     100|0.75252825|  PASSED  
+          sts_serial|   4|    100000|     100|0.41476323|  PASSED  
+          sts_serial|   4|    100000|     100|0.85743608|  PASSED  
+          sts_serial|   5|    100000|     100|0.64963035|  PASSED  
+          sts_serial|   5|    100000|     100|0.82901243|  PASSED  
+          sts_serial|   6|    100000|     100|0.43147096|  PASSED  
+          sts_serial|   6|    100000|     100|0.13121044|  PASSED  
+          sts_serial|   7|    100000|     100|0.98669558|  PASSED  
+          sts_serial|   7|    100000|     100|0.92833177|  PASSED  
+          sts_serial|   8|    100000|     100|0.45968500|  PASSED  
+          sts_serial|   8|    100000|     100|0.94041262|  PASSED  
+          sts_serial|   9|    100000|     100|0.99274909|  PASSED  
+          sts_serial|   9|    100000|     100|0.71353226|  PASSED  
+          sts_serial|  10|    100000|     100|0.35758926|  PASSED  
+          sts_serial|  10|    100000|     100|0.62132348|  PASSED  
+          sts_serial|  11|    100000|     100|0.95598741|  PASSED  
+          sts_serial|  11|    100000|     100|0.35974491|  PASSED  
+          sts_serial|  12|    100000|     100|0.75156429|  PASSED  
+          sts_serial|  12|    100000|     100|0.16837932|  PASSED  
+          sts_serial|  13|    100000|     100|0.98373346|  PASSED  
+          sts_serial|  13|    100000|     100|0.94512769|  PASSED  
+          sts_serial|  14|    100000|     100|0.61157975|  PASSED  
+          sts_serial|  14|    100000|     100|0.15294120|  PASSED  
+          sts_serial|  15|    100000|     100|0.69383273|  PASSED  
+          sts_serial|  15|    100000|     100|0.49247879|  PASSED  
+          sts_serial|  16|    100000|     100|0.23449799|  PASSED  
+          sts_serial|  16|    100000|     100|0.09706383|  PASSED  
+         rgb_bitdist|   1|    100000|     100|0.76006007|  PASSED  
+         rgb_bitdist|   2|    100000|     100|0.97512548|  PASSED  
+         rgb_bitdist|   3|    100000|     100|0.99523447|   WEAK   
+         rgb_bitdist|   3|    100000|     200|0.12743870|  PASSED  
+         rgb_bitdist|   4|    100000|     100|0.22950891|  PASSED  
+         rgb_bitdist|   5|    100000|     100|0.27343882|  PASSED  
+         rgb_bitdist|   6|    100000|     100|0.83359583|  PASSED  
+         rgb_bitdist|   7|    100000|     100|0.97493515|  PASSED  
+         rgb_bitdist|   8|    100000|     100|0.72344973|  PASSED  
+         rgb_bitdist|   9|    100000|     100|0.18869202|  PASSED  
+         rgb_bitdist|  10|    100000|     100|0.64357304|  PASSED  
+         rgb_bitdist|  11|    100000|     100|0.23423637|  PASSED  
+         rgb_bitdist|  12|    100000|     100|0.46106820|  PASSED  
+rgb_minimum_distance|   2|     10000|    1000|0.78010679|  PASSED  
+rgb_minimum_distance|   3|     10000|    1000|0.69567338|  PASSED  
+rgb_minimum_distance|   4|     10000|    1000|0.33331609|  PASSED  
+rgb_minimum_distance|   5|     10000|    1000|0.59933760|  PASSED  
+    rgb_permutations|   2|    100000|     100|0.38829960|  PASSED  
+    rgb_permutations|   3|    100000|     100|0.55789991|  PASSED  
+    rgb_permutations|   4|    100000|     100|0.69001051|  PASSED  
+    rgb_permutations|   5|    100000|     100|0.62157374|  PASSED  
+      rgb_lagged_sum|   0|   1000000|     100|0.01700889|  PASSED  
+      rgb_lagged_sum|   1|   1000000|     100|0.29371434|  PASSED  
+      rgb_lagged_sum|   2|   1000000|     100|0.85272567|  PASSED  
+      rgb_lagged_sum|   3|   1000000|     100|0.57261486|  PASSED  
+      rgb_lagged_sum|   4|   1000000|     100|0.95761395|  PASSED  
+      rgb_lagged_sum|   5|   1000000|     100|0.33288937|  PASSED  
+      rgb_lagged_sum|   6|   1000000|     100|0.20187862|  PASSED  
+      rgb_lagged_sum|   7|   1000000|     100|0.39926490|  PASSED  
+      rgb_lagged_sum|   8|   1000000|     100|0.18720819|  PASSED  
+      rgb_lagged_sum|   9|   1000000|     100|0.88746650|  PASSED  
+      rgb_lagged_sum|  10|   1000000|     100|0.45892693|  PASSED  
+      rgb_lagged_sum|  11|   1000000|     100|0.01445470|  PASSED  
+      rgb_lagged_sum|  12|   1000000|     100|0.83809167|  PASSED  
+      rgb_lagged_sum|  13|   1000000|     100|0.31910381|  PASSED  
+      rgb_lagged_sum|  14|   1000000|     100|0.99430621|  PASSED  
+      rgb_lagged_sum|  15|   1000000|     100|0.14805002|  PASSED  
+      rgb_lagged_sum|  16|   1000000|     100|0.57730846|  PASSED  
+      rgb_lagged_sum|  17|   1000000|     100|0.20003188|  PASSED  
+      rgb_lagged_sum|  18|   1000000|     100|0.66040701|  PASSED  
+      rgb_lagged_sum|  19|   1000000|     100|0.91001847|  PASSED  
+      rgb_lagged_sum|  20|   1000000|     100|0.09730677|  PASSED  
+      rgb_lagged_sum|  21|   1000000|     100|0.28863728|  PASSED  
+      rgb_lagged_sum|  22|   1000000|     100|0.69063750|  PASSED  
+      rgb_lagged_sum|  23|   1000000|     100|0.56653569|  PASSED  
+      rgb_lagged_sum|  24|   1000000|     100|0.92151039|  PASSED  
+      rgb_lagged_sum|  25|   1000000|     100|0.07121380|  PASSED  
+      rgb_lagged_sum|  26|   1000000|     100|0.67797694|  PASSED  
+      rgb_lagged_sum|  27|   1000000|     100|0.78638953|  PASSED  
+      rgb_lagged_sum|  28|   1000000|     100|0.50998415|  PASSED  
+      rgb_lagged_sum|  29|   1000000|     100|0.34697518|  PASSED  
+      rgb_lagged_sum|  30|   1000000|     100|0.71245062|  PASSED  
+      rgb_lagged_sum|  31|   1000000|     100|0.70362965|  PASSED  
+      rgb_lagged_sum|  32|   1000000|     100|0.96068361|  PASSED  
+     rgb_kstest_test|   0|     10000|    1000|0.05987099|  PASSED  
+     dab_bytedistrib|   0|  51200000|       1|0.92951828|  PASSED  
+             dab_dct| 256|     50000|       1|0.86323735|  PASSED  
+Preparing to run test 207.  ntuple = 0
+        dab_filltree|  32|  15000000|       1|0.03464038|  PASSED  
+        dab_filltree|  32|  15000000|       1|0.76944755|  PASSED  
+Preparing to run test 208.  ntuple = 0
+       dab_filltree2|   0|   5000000|       1|0.25825632|  PASSED  
+       dab_filltree2|   1|   5000000|       1|0.67560717|  PASSED  
+Preparing to run test 209.  ntuple = 0
+        dab_monobit2|  12|  65000000|       1|0.20729674|  PASSED  
+# 
+# Test duration: 143.5374114685 minutes
+# 
diff --git a/src/site/resources/txt/userguide/rng/stress/dh/run_2/dh_3 b/src/site/resources/txt/userguide/rng/stress/dh/run_2/dh_3
new file mode 100644
index 000000000..df61da532
--- /dev/null
+++ b/src/site/resources/txt/userguide/rng/stress/dh/run_2/dh_3
@@ -0,0 +1,139 @@
+# 
+# RNG: org.apache.commons.math4.rng.internal.source32.Well512a
+# 
+# Java: 1.8.0_66
+# Runtime: 1.8.0_66-b17
+# JVM: Java HotSpot(TM) 64-Bit Server VM 25.66-b17
+# OS: Linux 3.16.0-4-amd64 amd64
+# 
+# Analyzer: /usr/bin/dieharder -a -g 200 -Y 1 -k 2 
+# 
+#=============================================================================#
+#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
+#=============================================================================#
+   rng_name    |rands/second|   Seed   |
+stdin_input_raw|  8.35e+06  |3039926621|
+#=============================================================================#
+        test_name   |ntup| tsamples |psamples|  p-value |Assessment
+#=============================================================================#
+   diehard_birthdays|   0|       100|     100|0.65925723|  PASSED  
+      diehard_operm5|   0|   1000000|     100|0.24838406|  PASSED  
+  diehard_rank_32x32|   0|     40000|     100|0.89217314|  PASSED  
+    diehard_rank_6x8|   0|    100000|     100|0.22808738|  PASSED  
+   diehard_bitstream|   0|   2097152|     100|0.12742827|  PASSED  
+        diehard_opso|   0|   2097152|     100|0.37088973|  PASSED  
+        diehard_oqso|   0|   2097152|     100|0.36624898|  PASSED  
+         diehard_dna|   0|   2097152|     100|0.19975594|  PASSED  
+diehard_count_1s_str|   0|    256000|     100|0.28857097|  PASSED  
+diehard_count_1s_byt|   0|    256000|     100|0.86523679|  PASSED  
+ diehard_parking_lot|   0|     12000|     100|0.47786440|  PASSED  
+    diehard_2dsphere|   2|      8000|     100|0.41599958|  PASSED  
+    diehard_3dsphere|   3|      4000|     100|0.94099937|  PASSED  
+     diehard_squeeze|   0|    100000|     100|0.95474734|  PASSED  
+        diehard_sums|   0|       100|     100|0.10394147|  PASSED  
+        diehard_runs|   0|    100000|     100|0.99190374|  PASSED  
+        diehard_runs|   0|    100000|     100|0.58456385|  PASSED  
+       diehard_craps|   0|    200000|     100|0.75100681|  PASSED  
+       diehard_craps|   0|    200000|     100|0.93956528|  PASSED  
+ marsaglia_tsang_gcd|   0|  10000000|     100|0.74829394|  PASSED  
+ marsaglia_tsang_gcd|   0|  10000000|     100|0.55266383|  PASSED  
+         sts_monobit|   1|    100000|     100|0.91676243|  PASSED  
+            sts_runs|   2|    100000|     100|0.84245917|  PASSED  
+          sts_serial|   1|    100000|     100|0.98952676|  PASSED  
+          sts_serial|   2|    100000|     100|0.53452615|  PASSED  
+          sts_serial|   3|    100000|     100|0.92861142|  PASSED  
+          sts_serial|   3|    100000|     100|0.97923884|  PASSED  
+          sts_serial|   4|    100000|     100|0.80345231|  PASSED  
+          sts_serial|   4|    100000|     100|0.48689085|  PASSED  
+          sts_serial|   5|    100000|     100|0.66464949|  PASSED  
+          sts_serial|   5|    100000|     100|0.42874876|  PASSED  
+          sts_serial|   6|    100000|     100|0.40619496|  PASSED  
+          sts_serial|   6|    100000|     100|0.46529689|  PASSED  
+          sts_serial|   7|    100000|     100|0.74711429|  PASSED  
+          sts_serial|   7|    100000|     100|0.70443318|  PASSED  
+          sts_serial|   8|    100000|     100|0.87013219|  PASSED  
+          sts_serial|   8|    100000|     100|0.84304190|  PASSED  
+          sts_serial|   9|    100000|     100|0.17309720|  PASSED  
+          sts_serial|   9|    100000|     100|0.04198352|  PASSED  
+          sts_serial|  10|    100000|     100|0.86229712|  PASSED  
+          sts_serial|  10|    100000|     100|0.15973091|  PASSED  
+          sts_serial|  11|    100000|     100|0.87446331|  PASSED  
+          sts_serial|  11|    100000|     100|0.54795254|  PASSED  
+          sts_serial|  12|    100000|     100|0.74764833|  PASSED  
+          sts_serial|  12|    100000|     100|0.82470249|  PASSED  
+          sts_serial|  13|    100000|     100|0.96686471|  PASSED  
+          sts_serial|  13|    100000|     100|0.94974559|  PASSED  
+          sts_serial|  14|    100000|     100|0.64004526|  PASSED  
+          sts_serial|  14|    100000|     100|0.83637589|  PASSED  
+          sts_serial|  15|    100000|     100|0.81053687|  PASSED  
+          sts_serial|  15|    100000|     100|0.54090818|  PASSED  
+          sts_serial|  16|    100000|     100|0.94014624|  PASSED  
+          sts_serial|  16|    100000|     100|0.37794867|  PASSED  
+         rgb_bitdist|   1|    100000|     100|0.84667603|  PASSED  
+         rgb_bitdist|   2|    100000|     100|0.45601246|  PASSED  
+         rgb_bitdist|   3|    100000|     100|0.49010180|  PASSED  
+         rgb_bitdist|   4|    100000|     100|0.83470734|  PASSED  
+         rgb_bitdist|   5|    100000|     100|0.17934962|  PASSED  
+         rgb_bitdist|   6|    100000|     100|0.28786832|  PASSED  
+         rgb_bitdist|   7|    100000|     100|0.88723743|  PASSED  
+         rgb_bitdist|   8|    100000|     100|0.86241962|  PASSED  
+         rgb_bitdist|   9|    100000|     100|0.35217801|  PASSED  
+         rgb_bitdist|  10|    100000|     100|0.12286924|  PASSED  
+         rgb_bitdist|  11|    100000|     100|0.50554388|  PASSED  
+         rgb_bitdist|  12|    100000|     100|0.82754029|  PASSED  
+rgb_minimum_distance|   2|     10000|    1000|0.60571436|  PASSED  
+rgb_minimum_distance|   3|     10000|    1000|0.08957350|  PASSED  
+rgb_minimum_distance|   4|     10000|    1000|0.47456926|  PASSED  
+rgb_minimum_distance|   5|     10000|    1000|0.59956612|  PASSED  
+    rgb_permutations|   2|    100000|     100|0.66657895|  PASSED  
+    rgb_permutations|   3|    100000|     100|0.14698778|  PASSED  
+    rgb_permutations|   4|    100000|     100|0.22614237|  PASSED  
+    rgb_permutations|   5|    100000|     100|0.74233560|  PASSED  
+      rgb_lagged_sum|   0|   1000000|     100|0.88951138|  PASSED  
+      rgb_lagged_sum|   1|   1000000|     100|0.68300915|  PASSED  
+      rgb_lagged_sum|   2|   1000000|     100|0.55070313|  PASSED  
+      rgb_lagged_sum|   3|   1000000|     100|0.87706432|  PASSED  
+      rgb_lagged_sum|   4|   1000000|     100|0.34048283|  PASSED  
+      rgb_lagged_sum|   5|   1000000|     100|0.80266702|  PASSED  
+      rgb_lagged_sum|   6|   1000000|     100|0.27051638|  PASSED  
+      rgb_lagged_sum|   7|   1000000|     100|0.99977720|   WEAK   
+      rgb_lagged_sum|   7|   1000000|     200|0.70214908|  PASSED  
+      rgb_lagged_sum|   8|   1000000|     100|0.58065020|  PASSED  
+      rgb_lagged_sum|   9|   1000000|     100|0.60779307|  PASSED  
+      rgb_lagged_sum|  10|   1000000|     100|0.17029790|  PASSED  
+      rgb_lagged_sum|  11|   1000000|     100|0.73086778|  PASSED  
+      rgb_lagged_sum|  12|   1000000|     100|0.85769018|  PASSED  
+      rgb_lagged_sum|  13|   1000000|     100|0.20253527|  PASSED  
+      rgb_lagged_sum|  14|   1000000|     100|0.81906672|  PASSED  
+      rgb_lagged_sum|  15|   1000000|     100|0.05452111|  PASSED  
+      rgb_lagged_sum|  16|   1000000|     100|0.31488148|  PASSED  
+      rgb_lagged_sum|  17|   1000000|     100|0.57561285|  PASSED  
+      rgb_lagged_sum|  18|   1000000|     100|0.33432498|  PASSED  
+      rgb_lagged_sum|  19|   1000000|     100|0.87556478|  PASSED  
+      rgb_lagged_sum|  20|   1000000|     100|0.62064793|  PASSED  
+      rgb_lagged_sum|  21|   1000000|     100|0.44057796|  PASSED  
+      rgb_lagged_sum|  22|   1000000|     100|0.77145320|  PASSED  
+      rgb_lagged_sum|  23|   1000000|     100|0.44218644|  PASSED  
+      rgb_lagged_sum|  24|   1000000|     100|0.34580454|  PASSED  
+      rgb_lagged_sum|  25|   1000000|     100|0.86707698|  PASSED  
+      rgb_lagged_sum|  26|   1000000|     100|0.25065903|  PASSED  
+      rgb_lagged_sum|  27|   1000000|     100|0.08845387|  PASSED  
+      rgb_lagged_sum|  28|   1000000|     100|0.44035148|  PASSED  
+      rgb_lagged_sum|  29|   1000000|     100|0.98840474|  PASSED  
+      rgb_lagged_sum|  30|   1000000|     100|0.89618865|  PASSED  
+      rgb_lagged_sum|  31|   1000000|     100|0.03461368|  PASSED  
+      rgb_lagged_sum|  32|   1000000|     100|0.71574074|  PASSED  
+     rgb_kstest_test|   0|     10000|    1000|0.83334922|  PASSED  
+     dab_bytedistrib|   0|  51200000|       1|0.94003448|  PASSED  
+             dab_dct| 256|     50000|       1|0.64360075|  PASSED  
+Preparing to run test 207.  ntuple = 0
+        dab_filltree|  32|  15000000|       1|0.17896690|  PASSED  
+        dab_filltree|  32|  15000000|       1|0.59765176|  PASSED  
+Preparing to run test 208.  ntuple = 0
+       dab_filltree2|   0|   5000000|       1|0.20525483|  PASSED  
+       dab_filltree2|   1|   5000000|       1|0.49968819|  PASSED  
+Preparing to run test 209.  ntuple = 0
+        dab_monobit2|  12|  65000000|       1|0.70382284|  PASSED  
+# 
+# Test duration: 146.3986435312167 minutes
+# 
diff --git a/src/site/resources/txt/userguide/rng/stress/dh/run_2/dh_4 b/src/site/resources/txt/userguide/rng/stress/dh/run_2/dh_4
new file mode 100644
index 000000000..ec0750ef1
--- /dev/null
+++ b/src/site/resources/txt/userguide/rng/stress/dh/run_2/dh_4
@@ -0,0 +1,171 @@
+# 
+# RNG: org.apache.commons.math4.rng.internal.source32.Well1024a
+# 
+# Java: 1.8.0_66
+# Runtime: 1.8.0_66-b17
+# JVM: Java HotSpot(TM) 64-Bit Server VM 25.66-b17
+# OS: Linux 3.16.0-4-amd64 amd64
+# 
+# Analyzer: /usr/bin/dieharder -a -g 200 -Y 1 -k 2 
+# 
+#=============================================================================#
+#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
+#=============================================================================#
+   rng_name    |rands/second|   Seed   |
+stdin_input_raw|  8.28e+06  |4183199985|
+#=============================================================================#
+        test_name   |ntup| tsamples |psamples|  p-value |Assessment
+#=============================================================================#
+   diehard_birthdays|   0|       100|     100|0.37967206|  PASSED  
+      diehard_operm5|   0|   1000000|     100|0.16896039|  PASSED  
+  diehard_rank_32x32|   0|     40000|     100|0.10234056|  PASSED  
+    diehard_rank_6x8|   0|    100000|     100|0.99915806|   WEAK   
+    diehard_rank_6x8|   0|    100000|     200|0.76328994|  PASSED  
+   diehard_bitstream|   0|   2097152|     100|0.04550289|  PASSED  
+        diehard_opso|   0|   2097152|     100|0.18093229|  PASSED  
+        diehard_oqso|   0|   2097152|     100|0.88977379|  PASSED  
+         diehard_dna|   0|   2097152|     100|0.39711689|  PASSED  
+diehard_count_1s_str|   0|    256000|     100|0.91868508|  PASSED  
+diehard_count_1s_byt|   0|    256000|     100|0.09864004|  PASSED  
+ diehard_parking_lot|   0|     12000|     100|0.84439484|  PASSED  
+    diehard_2dsphere|   2|      8000|     100|0.63769359|  PASSED  
+    diehard_3dsphere|   3|      4000|     100|0.99667292|   WEAK   
+    diehard_3dsphere|   3|      4000|     200|0.97890583|  PASSED  
+     diehard_squeeze|   0|    100000|     100|0.08113282|  PASSED  
+        diehard_sums|   0|       100|     100|0.18304848|  PASSED  
+        diehard_runs|   0|    100000|     100|0.93055788|  PASSED  
+        diehard_runs|   0|    100000|     100|0.02722999|  PASSED  
+       diehard_craps|   0|    200000|     100|0.95649653|  PASSED  
+       diehard_craps|   0|    200000|     100|0.10594796|  PASSED  
+ marsaglia_tsang_gcd|   0|  10000000|     100|0.95130745|  PASSED  
+ marsaglia_tsang_gcd|   0|  10000000|     100|0.94675735|  PASSED  
+         sts_monobit|   1|    100000|     100|0.94965858|  PASSED  
+            sts_runs|   2|    100000|     100|0.49268154|  PASSED  
+          sts_serial|   1|    100000|     100|0.67414934|  PASSED  
+          sts_serial|   2|    100000|     100|0.52573235|  PASSED  
+          sts_serial|   3|    100000|     100|0.81327554|  PASSED  
+          sts_serial|   3|    100000|     100|0.90513972|  PASSED  
+          sts_serial|   4|    100000|     100|0.71732065|  PASSED  
+          sts_serial|   4|    100000|     100|0.13308603|  PASSED  
+          sts_serial|   5|    100000|     100|0.23540984|  PASSED  
+          sts_serial|   5|    100000|     100|0.44328515|  PASSED  
+          sts_serial|   6|    100000|     100|0.33156927|  PASSED  
+          sts_serial|   6|    100000|     100|0.78537532|  PASSED  
+          sts_serial|   7|    100000|     100|0.49729112|  PASSED  
+          sts_serial|   7|    100000|     100|0.95479854|  PASSED  
+          sts_serial|   8|    100000|     100|0.05387016|  PASSED  
+          sts_serial|   8|    100000|     100|0.15736901|  PASSED  
+          sts_serial|   9|    100000|     100|0.13780496|  PASSED  
+          sts_serial|   9|    100000|     100|0.74793613|  PASSED  
+          sts_serial|  10|    100000|     100|0.56198066|  PASSED  
+          sts_serial|  10|    100000|     100|0.39265977|  PASSED  
+          sts_serial|  11|    100000|     100|0.66864511|  PASSED  
+          sts_serial|  11|    100000|     100|0.41904624|  PASSED  
+          sts_serial|  12|    100000|     100|0.95726079|  PASSED  
+          sts_serial|  12|    100000|     100|0.26374857|  PASSED  
+          sts_serial|  13|    100000|     100|0.96889789|  PASSED  
+          sts_serial|  13|    100000|     100|0.65655695|  PASSED  
+          sts_serial|  14|    100000|     100|0.98593485|  PASSED  
+          sts_serial|  14|    100000|     100|0.42000525|  PASSED  
+          sts_serial|  15|    100000|     100|0.99865014|   WEAK   
+          sts_serial|  15|    100000|     100|0.78080800|  PASSED  
+          sts_serial|  16|    100000|     100|0.94693227|  PASSED  
+          sts_serial|  16|    100000|     100|0.57689706|  PASSED  
+          sts_serial|   1|    100000|     200|0.75009672|  PASSED  
+          sts_serial|   2|    100000|     200|0.45933997|  PASSED  
+          sts_serial|   3|    100000|     200|0.88239488|  PASSED  
+          sts_serial|   3|    100000|     200|0.38370527|  PASSED  
+          sts_serial|   4|    100000|     200|0.87910017|  PASSED  
+          sts_serial|   4|    100000|     200|0.85888426|  PASSED  
+          sts_serial|   5|    100000|     200|0.64148870|  PASSED  
+          sts_serial|   5|    100000|     200|0.72448038|  PASSED  
+          sts_serial|   6|    100000|     200|0.52416264|  PASSED  
+          sts_serial|   6|    100000|     200|0.59597198|  PASSED  
+          sts_serial|   7|    100000|     200|0.63751373|  PASSED  
+          sts_serial|   7|    100000|     200|0.40881850|  PASSED  
+          sts_serial|   8|    100000|     200|0.23992923|  PASSED  
+          sts_serial|   8|    100000|     200|0.71371195|  PASSED  
+          sts_serial|   9|    100000|     200|0.15240908|  PASSED  
+          sts_serial|   9|    100000|     200|0.44579086|  PASSED  
+          sts_serial|  10|    100000|     200|0.22104239|  PASSED  
+          sts_serial|  10|    100000|     200|0.71386608|  PASSED  
+          sts_serial|  11|    100000|     200|0.47257227|  PASSED  
+          sts_serial|  11|    100000|     200|0.36853280|  PASSED  
+          sts_serial|  12|    100000|     200|0.88238100|  PASSED  
+          sts_serial|  12|    100000|     200|0.69923733|  PASSED  
+          sts_serial|  13|    100000|     200|0.77501701|  PASSED  
+          sts_serial|  13|    100000|     200|0.53610861|  PASSED  
+          sts_serial|  14|    100000|     200|0.90628335|  PASSED  
+          sts_serial|  14|    100000|     200|0.00777700|  PASSED  
+          sts_serial|  15|    100000|     200|0.83242333|  PASSED  
+          sts_serial|  15|    100000|     200|0.46827261|  PASSED  
+          sts_serial|  16|    100000|     200|0.93963409|  PASSED  
+          sts_serial|  16|    100000|     200|0.93327416|  PASSED  
+         rgb_bitdist|   1|    100000|     100|0.90555951|  PASSED  
+         rgb_bitdist|   2|    100000|     100|0.43684064|  PASSED  
+         rgb_bitdist|   3|    100000|     100|0.29045486|  PASSED  
+         rgb_bitdist|   4|    100000|     100|0.31604577|  PASSED  
+         rgb_bitdist|   5|    100000|     100|0.59786472|  PASSED  
+         rgb_bitdist|   6|    100000|     100|0.33428311|  PASSED  
+         rgb_bitdist|   7|    100000|     100|0.82649800|  PASSED  
+         rgb_bitdist|   8|    100000|     100|0.92805252|  PASSED  
+         rgb_bitdist|   9|    100000|     100|0.53762168|  PASSED  
+         rgb_bitdist|  10|    100000|     100|0.25936001|  PASSED  
+         rgb_bitdist|  11|    100000|     100|0.94071508|  PASSED  
+         rgb_bitdist|  12|    100000|     100|0.96301533|  PASSED  
+rgb_minimum_distance|   2|     10000|    1000|0.89820332|  PASSED  
+rgb_minimum_distance|   3|     10000|    1000|0.83852811|  PASSED  
+rgb_minimum_distance|   4|     10000|    1000|0.07554308|  PASSED  
+rgb_minimum_distance|   5|     10000|    1000|0.22658770|  PASSED  
+    rgb_permutations|   2|    100000|     100|0.30090736|  PASSED  
+    rgb_permutations|   3|    100000|     100|0.94143138|  PASSED  
+    rgb_permutations|   4|    100000|     100|0.61659743|  PASSED  
+    rgb_permutations|   5|    100000|     100|0.31714668|  PASSED  
+      rgb_lagged_sum|   0|   1000000|     100|0.72028204|  PASSED  
+      rgb_lagged_sum|   1|   1000000|     100|0.91126692|  PASSED  
+      rgb_lagged_sum|   2|   1000000|     100|0.92236868|  PASSED  
+      rgb_lagged_sum|   3|   1000000|     100|0.57543958|  PASSED  
+      rgb_lagged_sum|   4|   1000000|     100|0.49015039|  PASSED  
+      rgb_lagged_sum|   5|   1000000|     100|0.45677219|  PASSED  
+      rgb_lagged_sum|   6|   1000000|     100|0.14915843|  PASSED  
+      rgb_lagged_sum|   7|   1000000|     100|0.45441388|  PASSED  
+      rgb_lagged_sum|   8|   1000000|     100|0.83995691|  PASSED  
+      rgb_lagged_sum|   9|   1000000|     100|0.75774590|  PASSED  
+      rgb_lagged_sum|  10|   1000000|     100|0.68958257|  PASSED  
+      rgb_lagged_sum|  11|   1000000|     100|0.64431849|  PASSED  
+      rgb_lagged_sum|  12|   1000000|     100|0.63493083|  PASSED  
+      rgb_lagged_sum|  13|   1000000|     100|0.14803740|  PASSED  
+      rgb_lagged_sum|  14|   1000000|     100|0.96401463|  PASSED  
+      rgb_lagged_sum|  15|   1000000|     100|0.99827869|   WEAK   
+      rgb_lagged_sum|  15|   1000000|     200|0.78902787|  PASSED  
+      rgb_lagged_sum|  16|   1000000|     100|0.70048950|  PASSED  
+      rgb_lagged_sum|  17|   1000000|     100|0.97155656|  PASSED  
+      rgb_lagged_sum|  18|   1000000|     100|0.13683972|  PASSED  
+      rgb_lagged_sum|  19|   1000000|     100|0.66010592|  PASSED  
+      rgb_lagged_sum|  20|   1000000|     100|0.79100372|  PASSED  
+      rgb_lagged_sum|  21|   1000000|     100|0.10614381|  PASSED  
+      rgb_lagged_sum|  22|   1000000|     100|0.78268174|  PASSED  
+      rgb_lagged_sum|  23|   1000000|     100|0.67852033|  PASSED  
+      rgb_lagged_sum|  24|   1000000|     100|0.44990687|  PASSED  
+      rgb_lagged_sum|  25|   1000000|     100|0.21184617|  PASSED  
+      rgb_lagged_sum|  26|   1000000|     100|0.16578623|  PASSED  
+      rgb_lagged_sum|  27|   1000000|     100|0.51146717|  PASSED  
+      rgb_lagged_sum|  28|   1000000|     100|0.47461193|  PASSED  
+      rgb_lagged_sum|  29|   1000000|     100|0.11560118|  PASSED  
+      rgb_lagged_sum|  30|   1000000|     100|0.82871666|  PASSED  
+      rgb_lagged_sum|  31|   1000000|     100|0.59624564|  PASSED  
+      rgb_lagged_sum|  32|   1000000|     100|0.56418510|  PASSED  
+     rgb_kstest_test|   0|     10000|    1000|0.53357570|  PASSED  
+     dab_bytedistrib|   0|  51200000|       1|0.29132571|  PASSED  
+             dab_dct| 256|     50000|       1|0.80875808|  PASSED  
+Preparing to run test 207.  ntuple = 0
+        dab_filltree|  32|  15000000|       1|0.88308721|  PASSED  
+        dab_filltree|  32|  15000000|       1|0.74581447|  PASSED  
+Preparing to run test 208.  ntuple = 0
+       dab_filltree2|   0|   5000000|       1|0.09046849|  PASSED  
+       dab_filltree2|   1|   5000000|       1|0.11531268|  PASSED  
+Preparing to run test 209.  ntuple = 0
+        dab_monobit2|  12|  65000000|       1|0.90158558|  PASSED  
+# 
+# Test duration: 148.72610797815003 minutes
+# 
diff --git a/src/site/resources/txt/userguide/rng/stress/dh/run_2/dh_5 b/src/site/resources/txt/userguide/rng/stress/dh/run_2/dh_5
new file mode 100644
index 000000000..1d8f0fa33
--- /dev/null
+++ b/src/site/resources/txt/userguide/rng/stress/dh/run_2/dh_5
@@ -0,0 +1,143 @@
+# 
+# RNG: org.apache.commons.math4.rng.internal.source32.Well19937a
+# 
+# Java: 1.8.0_66
+# Runtime: 1.8.0_66-b17
+# JVM: Java HotSpot(TM) 64-Bit Server VM 25.66-b17
+# OS: Linux 3.16.0-4-amd64 amd64
+# 
+# Analyzer: /usr/bin/dieharder -a -g 200 -Y 1 -k 2 
+# 
+#=============================================================================#
+#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
+#=============================================================================#
+   rng_name    |rands/second|   Seed   |
+stdin_input_raw|  8.11e+06  |1324685015|
+#=============================================================================#
+        test_name   |ntup| tsamples |psamples|  p-value |Assessment
+#=============================================================================#
+   diehard_birthdays|   0|       100|     100|0.97873706|  PASSED  
+      diehard_operm5|   0|   1000000|     100|0.31625234|  PASSED  
+  diehard_rank_32x32|   0|     40000|     100|0.81874010|  PASSED  
+    diehard_rank_6x8|   0|    100000|     100|0.38511330|  PASSED  
+   diehard_bitstream|   0|   2097152|     100|0.72448209|  PASSED  
+        diehard_opso|   0|   2097152|     100|0.21526395|  PASSED  
+        diehard_oqso|   0|   2097152|     100|0.14809241|  PASSED  
+         diehard_dna|   0|   2097152|     100|0.13975350|  PASSED  
+diehard_count_1s_str|   0|    256000|     100|0.27264345|  PASSED  
+diehard_count_1s_byt|   0|    256000|     100|0.23899278|  PASSED  
+ diehard_parking_lot|   0|     12000|     100|0.59288414|  PASSED  
+    diehard_2dsphere|   2|      8000|     100|0.44640415|  PASSED  
+    diehard_3dsphere|   3|      4000|     100|0.89918701|  PASSED  
+     diehard_squeeze|   0|    100000|     100|0.85012417|  PASSED  
+        diehard_sums|   0|       100|     100|0.07862421|  PASSED  
+        diehard_runs|   0|    100000|     100|0.22539800|  PASSED  
+        diehard_runs|   0|    100000|     100|0.25024342|  PASSED  
+       diehard_craps|   0|    200000|     100|0.66918238|  PASSED  
+       diehard_craps|   0|    200000|     100|0.74263938|  PASSED  
+ marsaglia_tsang_gcd|   0|  10000000|     100|0.76388825|  PASSED  
+ marsaglia_tsang_gcd|   0|  10000000|     100|0.12763949|  PASSED  
+         sts_monobit|   1|    100000|     100|0.90379684|  PASSED  
+            sts_runs|   2|    100000|     100|0.96725937|  PASSED  
+          sts_serial|   1|    100000|     100|0.89179612|  PASSED  
+          sts_serial|   2|    100000|     100|0.72323704|  PASSED  
+          sts_serial|   3|    100000|     100|0.52010951|  PASSED  
+          sts_serial|   3|    100000|     100|0.22447689|  PASSED  
+          sts_serial|   4|    100000|     100|0.31207188|  PASSED  
+          sts_serial|   4|    100000|     100|0.00723587|  PASSED  
+          sts_serial|   5|    100000|     100|0.97048978|  PASSED  
+          sts_serial|   5|    100000|     100|0.81338656|  PASSED  
+          sts_serial|   6|    100000|     100|0.13820363|  PASSED  
+          sts_serial|   6|    100000|     100|0.01043639|  PASSED  
+          sts_serial|   7|    100000|     100|0.03953577|  PASSED  
+          sts_serial|   7|    100000|     100|0.02379927|  PASSED  
+          sts_serial|   8|    100000|     100|0.47458458|  PASSED  
+          sts_serial|   8|    100000|     100|0.46015889|  PASSED  
+          sts_serial|   9|    100000|     100|0.81464024|  PASSED  
+          sts_serial|   9|    100000|     100|0.66406361|  PASSED  
+          sts_serial|  10|    100000|     100|0.53261452|  PASSED  
+          sts_serial|  10|    100000|     100|0.88051566|  PASSED  
+          sts_serial|  11|    100000|     100|0.56643984|  PASSED  
+          sts_serial|  11|    100000|     100|0.11383998|  PASSED  
+          sts_serial|  12|    100000|     100|0.29462130|  PASSED  
+          sts_serial|  12|    100000|     100|0.02722840|  PASSED  
+          sts_serial|  13|    100000|     100|0.55119783|  PASSED  
+          sts_serial|  13|    100000|     100|0.72716120|  PASSED  
+          sts_serial|  14|    100000|     100|0.53381465|  PASSED  
+          sts_serial|  14|    100000|     100|0.31932292|  PASSED  
+          sts_serial|  15|    100000|     100|0.68645828|  PASSED  
+          sts_serial|  15|    100000|     100|0.94979473|  PASSED  
+          sts_serial|  16|    100000|     100|0.13657316|  PASSED  
+          sts_serial|  16|    100000|     100|0.26675130|  PASSED  
+         rgb_bitdist|   1|    100000|     100|0.02478061|  PASSED  
+         rgb_bitdist|   2|    100000|     100|0.07528420|  PASSED  
+         rgb_bitdist|   3|    100000|     100|0.57858945|  PASSED  
+         rgb_bitdist|   4|    100000|     100|0.80502569|  PASSED  
+         rgb_bitdist|   5|    100000|     100|0.00483505|   WEAK   
+         rgb_bitdist|   5|    100000|     200|0.10185402|  PASSED  
+         rgb_bitdist|   6|    100000|     100|0.32770207|  PASSED  
+         rgb_bitdist|   7|    100000|     100|0.36675591|  PASSED  
+         rgb_bitdist|   8|    100000|     100|0.88234317|  PASSED  
+         rgb_bitdist|   9|    100000|     100|0.07422959|  PASSED  
+         rgb_bitdist|  10|    100000|     100|0.89191964|  PASSED  
+         rgb_bitdist|  11|    100000|     100|0.99910018|   WEAK   
+         rgb_bitdist|  11|    100000|     200|0.41561250|  PASSED  
+         rgb_bitdist|  12|    100000|     100|0.74345980|  PASSED  
+rgb_minimum_distance|   2|     10000|    1000|0.10392245|  PASSED  
+rgb_minimum_distance|   3|     10000|    1000|0.38843244|  PASSED  
+rgb_minimum_distance|   4|     10000|    1000|0.03155304|  PASSED  
+rgb_minimum_distance|   5|     10000|    1000|0.16214581|  PASSED  
+    rgb_permutations|   2|    100000|     100|0.64186486|  PASSED  
+    rgb_permutations|   3|    100000|     100|0.06742496|  PASSED  
+    rgb_permutations|   4|    100000|     100|0.91809323|  PASSED  
+    rgb_permutations|   5|    100000|     100|0.54190175|  PASSED  
+      rgb_lagged_sum|   0|   1000000|     100|0.81729482|  PASSED  
+      rgb_lagged_sum|   1|   1000000|     100|0.19767763|  PASSED  
+      rgb_lagged_sum|   2|   1000000|     100|0.99809832|   WEAK   
+      rgb_lagged_sum|   2|   1000000|     200|0.41500829|  PASSED  
+      rgb_lagged_sum|   3|   1000000|     100|0.17526318|  PASSED  
+      rgb_lagged_sum|   4|   1000000|     100|0.19400369|  PASSED  
+      rgb_lagged_sum|   5|   1000000|     100|0.52139840|  PASSED  
+      rgb_lagged_sum|   6|   1000000|     100|0.48238904|  PASSED  
+      rgb_lagged_sum|   7|   1000000|     100|0.69067647|  PASSED  
+      rgb_lagged_sum|   8|   1000000|     100|0.91361815|  PASSED  
+      rgb_lagged_sum|   9|   1000000|     100|0.06310703|  PASSED  
+      rgb_lagged_sum|  10|   1000000|     100|0.29108052|  PASSED  
+      rgb_lagged_sum|  11|   1000000|     100|0.94573219|  PASSED  
+      rgb_lagged_sum|  12|   1000000|     100|0.90058722|  PASSED  
+      rgb_lagged_sum|  13|   1000000|     100|0.96964807|  PASSED  
+      rgb_lagged_sum|  14|   1000000|     100|0.23084181|  PASSED  
+      rgb_lagged_sum|  15|   1000000|     100|0.40614194|  PASSED  
+      rgb_lagged_sum|  16|   1000000|     100|0.99734781|   WEAK   
+      rgb_lagged_sum|  16|   1000000|     200|0.90592642|  PASSED  
+      rgb_lagged_sum|  17|   1000000|     100|0.78266848|  PASSED  
+      rgb_lagged_sum|  18|   1000000|     100|0.90745627|  PASSED  
+      rgb_lagged_sum|  19|   1000000|     100|0.46898421|  PASSED  
+      rgb_lagged_sum|  20|   1000000|     100|0.64303764|  PASSED  
+      rgb_lagged_sum|  21|   1000000|     100|0.78785428|  PASSED  
+      rgb_lagged_sum|  22|   1000000|     100|0.64289335|  PASSED  
+      rgb_lagged_sum|  23|   1000000|     100|0.99712926|   WEAK   
+      rgb_lagged_sum|  23|   1000000|     200|0.83532125|  PASSED  
+      rgb_lagged_sum|  24|   1000000|     100|0.37457204|  PASSED  
+      rgb_lagged_sum|  25|   1000000|     100|0.72225826|  PASSED  
+      rgb_lagged_sum|  26|   1000000|     100|0.85509807|  PASSED  
+      rgb_lagged_sum|  27|   1000000|     100|0.19342055|  PASSED  
+      rgb_lagged_sum|  28|   1000000|     100|0.55197797|  PASSED  
+      rgb_lagged_sum|  29|   1000000|     100|0.94564052|  PASSED  
+      rgb_lagged_sum|  30|   1000000|     100|0.98416036|  PASSED  
+      rgb_lagged_sum|  31|   1000000|     100|0.97123174|  PASSED  
+      rgb_lagged_sum|  32|   1000000|     100|0.41819068|  PASSED  
+     rgb_kstest_test|   0|     10000|    1000|0.87419667|  PASSED  
+     dab_bytedistrib|   0|  51200000|       1|0.50271402|  PASSED  
+             dab_dct| 256|     50000|       1|0.35130777|  PASSED  
+Preparing to run test 207.  ntuple = 0
+        dab_filltree|  32|  15000000|       1|0.09459145|  PASSED  
+        dab_filltree|  32|  15000000|       1|0.10110627|  PASSED  
+Preparing to run test 208.  ntuple = 0
+       dab_filltree2|   0|   5000000|       1|0.07851894|  PASSED  
+       dab_filltree2|   1|   5000000|       1|0.50633037|  PASSED  
+Preparing to run test 209.  ntuple = 0
+        dab_monobit2|  12|  65000000|       1|0.45029930|  PASSED  
+# 
+# Test duration: 162.06253442048333 minutes
+# 
diff --git a/src/site/resources/txt/userguide/rng/stress/dh/run_2/dh_6 b/src/site/resources/txt/userguide/rng/stress/dh/run_2/dh_6
new file mode 100644
index 000000000..d276dfef8
--- /dev/null
+++ b/src/site/resources/txt/userguide/rng/stress/dh/run_2/dh_6
@@ -0,0 +1,260 @@
+# 
+# RNG: org.apache.commons.math4.rng.internal.source32.Well19937c
+# 
+# Java: 1.8.0_66
+# Runtime: 1.8.0_66-b17
+# JVM: Java HotSpot(TM) 64-Bit Server VM 25.66-b17
+# OS: Linux 3.16.0-4-amd64 amd64
+# 
+# Analyzer: /usr/bin/dieharder -a -g 200 -Y 1 -k 2 
+# 
+#=============================================================================#
+#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
+#=============================================================================#
+   rng_name    |rands/second|   Seed   |
+stdin_input_raw|  8.37e+06  |3334361804|
+#=============================================================================#
+        test_name   |ntup| tsamples |psamples|  p-value |Assessment
+#=============================================================================#
+   diehard_birthdays|   0|       100|     100|0.33902894|  PASSED  
+      diehard_operm5|   0|   1000000|     100|0.16900958|  PASSED  
+  diehard_rank_32x32|   0|     40000|     100|0.98520421|  PASSED  
+    diehard_rank_6x8|   0|    100000|     100|0.95411917|  PASSED  
+   diehard_bitstream|   0|   2097152|     100|0.65099743|  PASSED  
+        diehard_opso|   0|   2097152|     100|0.72997564|  PASSED  
+        diehard_oqso|   0|   2097152|     100|0.96814123|  PASSED  
+         diehard_dna|   0|   2097152|     100|0.22517961|  PASSED  
+diehard_count_1s_str|   0|    256000|     100|0.86241438|  PASSED  
+diehard_count_1s_byt|   0|    256000|     100|0.17957029|  PASSED  
+ diehard_parking_lot|   0|     12000|     100|0.83744977|  PASSED  
+    diehard_2dsphere|   2|      8000|     100|0.13941120|  PASSED  
+    diehard_3dsphere|   3|      4000|     100|0.68303986|  PASSED  
+     diehard_squeeze|   0|    100000|     100|0.57025791|  PASSED  
+        diehard_sums|   0|       100|     100|0.52231410|  PASSED  
+        diehard_runs|   0|    100000|     100|0.64626314|  PASSED  
+        diehard_runs|   0|    100000|     100|0.81897851|  PASSED  
+       diehard_craps|   0|    200000|     100|0.93418601|  PASSED  
+       diehard_craps|   0|    200000|     100|0.60805271|  PASSED  
+ marsaglia_tsang_gcd|   0|  10000000|     100|0.81819286|  PASSED  
+ marsaglia_tsang_gcd|   0|  10000000|     100|0.52754285|  PASSED  
+         sts_monobit|   1|    100000|     100|0.37890714|  PASSED  
+            sts_runs|   2|    100000|     100|0.96148485|  PASSED  
+          sts_serial|   1|    100000|     100|0.31001355|  PASSED  
+          sts_serial|   2|    100000|     100|0.99599161|   WEAK   
+          sts_serial|   3|    100000|     100|0.52488613|  PASSED  
+          sts_serial|   3|    100000|     100|0.31877707|  PASSED  
+          sts_serial|   4|    100000|     100|0.82948358|  PASSED  
+          sts_serial|   4|    100000|     100|0.20185553|  PASSED  
+          sts_serial|   5|    100000|     100|0.82606199|  PASSED  
+          sts_serial|   5|    100000|     100|0.40795669|  PASSED  
+          sts_serial|   6|    100000|     100|0.99209107|  PASSED  
+          sts_serial|   6|    100000|     100|0.58524695|  PASSED  
+          sts_serial|   7|    100000|     100|0.54602489|  PASSED  
+          sts_serial|   7|    100000|     100|0.51515163|  PASSED  
+          sts_serial|   8|    100000|     100|0.20279979|  PASSED  
+          sts_serial|   8|    100000|     100|0.98276260|  PASSED  
+          sts_serial|   9|    100000|     100|0.99017482|  PASSED  
+          sts_serial|   9|    100000|     100|0.40115439|  PASSED  
+          sts_serial|  10|    100000|     100|0.98381543|  PASSED  
+          sts_serial|  10|    100000|     100|0.97169831|  PASSED  
+          sts_serial|  11|    100000|     100|0.69916793|  PASSED  
+          sts_serial|  11|    100000|     100|0.82244173|  PASSED  
+          sts_serial|  12|    100000|     100|0.98881736|  PASSED  
+          sts_serial|  12|    100000|     100|0.88903637|  PASSED  
+          sts_serial|  13|    100000|     100|0.62493512|  PASSED  
+          sts_serial|  13|    100000|     100|0.02643409|  PASSED  
+          sts_serial|  14|    100000|     100|0.94146388|  PASSED  
+          sts_serial|  14|    100000|     100|0.05129506|  PASSED  
+          sts_serial|  15|    100000|     100|0.33783283|  PASSED  
+          sts_serial|  15|    100000|     100|0.42022922|  PASSED  
+          sts_serial|  16|    100000|     100|0.93096511|  PASSED  
+          sts_serial|  16|    100000|     100|0.08534973|  PASSED  
+          sts_serial|   1|    100000|     200|0.31374350|  PASSED  
+          sts_serial|   2|    100000|     200|0.77622320|  PASSED  
+          sts_serial|   3|    100000|     200|0.87277999|  PASSED  
+          sts_serial|   3|    100000|     200|0.99891004|   WEAK   
+          sts_serial|   4|    100000|     200|0.34087456|  PASSED  
+          sts_serial|   4|    100000|     200|0.21548720|  PASSED  
+          sts_serial|   5|    100000|     200|0.70669660|  PASSED  
+          sts_serial|   5|    100000|     200|0.96704079|  PASSED  
+          sts_serial|   6|    100000|     200|0.74448169|  PASSED  
+          sts_serial|   6|    100000|     200|0.02327035|  PASSED  
+          sts_serial|   7|    100000|     200|0.13512242|  PASSED  
+          sts_serial|   7|    100000|     200|0.04402775|  PASSED  
+          sts_serial|   8|    100000|     200|0.04657087|  PASSED  
+          sts_serial|   8|    100000|     200|0.82707014|  PASSED  
+          sts_serial|   9|    100000|     200|0.78715084|  PASSED  
+          sts_serial|   9|    100000|     200|0.97043527|  PASSED  
+          sts_serial|  10|    100000|     200|0.97470209|  PASSED  
+          sts_serial|  10|    100000|     200|0.96197967|  PASSED  
+          sts_serial|  11|    100000|     200|0.47919447|  PASSED  
+          sts_serial|  11|    100000|     200|0.33035068|  PASSED  
+          sts_serial|  12|    100000|     200|0.73206815|  PASSED  
+          sts_serial|  12|    100000|     200|0.90999844|  PASSED  
+          sts_serial|  13|    100000|     200|0.83430520|  PASSED  
+          sts_serial|  13|    100000|     200|0.52363389|  PASSED  
+          sts_serial|  14|    100000|     200|0.89567712|  PASSED  
+          sts_serial|  14|    100000|     200|0.05256107|  PASSED  
+          sts_serial|  15|    100000|     200|0.39651524|  PASSED  
+          sts_serial|  15|    100000|     200|0.73344344|  PASSED  
+          sts_serial|  16|    100000|     200|0.45612542|  PASSED  
+          sts_serial|  16|    100000|     200|0.48364900|  PASSED  
+          sts_serial|   1|    100000|     300|0.39005846|  PASSED  
+          sts_serial|   2|    100000|     300|0.91116693|  PASSED  
+          sts_serial|   3|    100000|     300|0.90918793|  PASSED  
+          sts_serial|   3|    100000|     300|0.97378321|  PASSED  
+          sts_serial|   4|    100000|     300|0.77199373|  PASSED  
+          sts_serial|   4|    100000|     300|0.66547445|  PASSED  
+          sts_serial|   5|    100000|     300|0.98378648|  PASSED  
+          sts_serial|   5|    100000|     300|0.98923215|  PASSED  
+          sts_serial|   6|    100000|     300|0.72237614|  PASSED  
+          sts_serial|   6|    100000|     300|0.13975497|  PASSED  
+          sts_serial|   7|    100000|     300|0.73870875|  PASSED  
+          sts_serial|   7|    100000|     300|0.33515098|  PASSED  
+          sts_serial|   8|    100000|     300|0.16446282|  PASSED  
+          sts_serial|   8|    100000|     300|0.72851585|  PASSED  
+          sts_serial|   9|    100000|     300|0.99692292|   WEAK   
+          sts_serial|   9|    100000|     300|0.98870291|  PASSED  
+          sts_serial|  10|    100000|     300|0.88653931|  PASSED  
+          sts_serial|  10|    100000|     300|0.99880041|   WEAK   
+          sts_serial|  11|    100000|     300|0.23009197|  PASSED  
+          sts_serial|  11|    100000|     300|0.36184916|  PASSED  
+          sts_serial|  12|    100000|     300|0.65393093|  PASSED  
+          sts_serial|  12|    100000|     300|0.74718009|  PASSED  
+          sts_serial|  13|    100000|     300|0.57240783|  PASSED  
+          sts_serial|  13|    100000|     300|0.39080265|  PASSED  
+          sts_serial|  14|    100000|     300|0.84261940|  PASSED  
+          sts_serial|  14|    100000|     300|0.21697709|  PASSED  
+          sts_serial|  15|    100000|     300|0.98280056|  PASSED  
+          sts_serial|  15|    100000|     300|0.98523833|  PASSED  
+          sts_serial|  16|    100000|     300|0.96840606|  PASSED  
+          sts_serial|  16|    100000|     300|0.59220393|  PASSED  
+          sts_serial|   1|    100000|     400|0.79952430|  PASSED  
+          sts_serial|   2|    100000|     400|0.82688750|  PASSED  
+          sts_serial|   3|    100000|     400|0.65765573|  PASSED  
+          sts_serial|   3|    100000|     400|0.93382369|  PASSED  
+          sts_serial|   4|    100000|     400|0.98598169|  PASSED  
+          sts_serial|   4|    100000|     400|0.99718327|   WEAK   
+          sts_serial|   5|    100000|     400|0.99980289|   WEAK   
+          sts_serial|   5|    100000|     400|0.81777062|  PASSED  
+          sts_serial|   6|    100000|     400|0.33252618|  PASSED  
+          sts_serial|   6|    100000|     400|0.13433104|  PASSED  
+          sts_serial|   7|    100000|     400|0.72568325|  PASSED  
+          sts_serial|   7|    100000|     400|0.28657646|  PASSED  
+          sts_serial|   8|    100000|     400|0.10275109|  PASSED  
+          sts_serial|   8|    100000|     400|0.68117960|  PASSED  
+          sts_serial|   9|    100000|     400|0.49822099|  PASSED  
+          sts_serial|   9|    100000|     400|0.67154776|  PASSED  
+          sts_serial|  10|    100000|     400|0.55659657|  PASSED  
+          sts_serial|  10|    100000|     400|0.98400849|  PASSED  
+          sts_serial|  11|    100000|     400|0.35113327|  PASSED  
+          sts_serial|  11|    100000|     400|0.68666619|  PASSED  
+          sts_serial|  12|    100000|     400|0.77204559|  PASSED  
+          sts_serial|  12|    100000|     400|0.17557545|  PASSED  
+          sts_serial|  13|    100000|     400|0.58660251|  PASSED  
+          sts_serial|  13|    100000|     400|0.28361520|  PASSED  
+          sts_serial|  14|    100000|     400|0.36144480|  PASSED  
+          sts_serial|  14|    100000|     400|0.09021380|  PASSED  
+          sts_serial|  15|    100000|     400|0.26006754|  PASSED  
+          sts_serial|  15|    100000|     400|0.54397030|  PASSED  
+          sts_serial|  16|    100000|     400|0.27929650|  PASSED  
+          sts_serial|  16|    100000|     400|0.61477373|  PASSED  
+          sts_serial|   1|    100000|     500|0.64627198|  PASSED  
+          sts_serial|   2|    100000|     500|0.90417640|  PASSED  
+          sts_serial|   3|    100000|     500|0.37806243|  PASSED  
+          sts_serial|   3|    100000|     500|0.81436817|  PASSED  
+          sts_serial|   4|    100000|     500|0.92155913|  PASSED  
+          sts_serial|   4|    100000|     500|0.92992166|  PASSED  
+          sts_serial|   5|    100000|     500|0.92457412|  PASSED  
+          sts_serial|   5|    100000|     500|0.77345272|  PASSED  
+          sts_serial|   6|    100000|     500|0.21939241|  PASSED  
+          sts_serial|   6|    100000|     500|0.06760935|  PASSED  
+          sts_serial|   7|    100000|     500|0.35973975|  PASSED  
+          sts_serial|   7|    100000|     500|0.24111951|  PASSED  
+          sts_serial|   8|    100000|     500|0.04265546|  PASSED  
+          sts_serial|   8|    100000|     500|0.41737169|  PASSED  
+          sts_serial|   9|    100000|     500|0.27501433|  PASSED  
+          sts_serial|   9|    100000|     500|0.55471507|  PASSED  
+          sts_serial|  10|    100000|     500|0.35831064|  PASSED  
+          sts_serial|  10|    100000|     500|0.83433061|  PASSED  
+          sts_serial|  11|    100000|     500|0.09874252|  PASSED  
+          sts_serial|  11|    100000|     500|0.37036257|  PASSED  
+          sts_serial|  12|    100000|     500|0.66754332|  PASSED  
+          sts_serial|  12|    100000|     500|0.93833550|  PASSED  
+          sts_serial|  13|    100000|     500|0.41458670|  PASSED  
+          sts_serial|  13|    100000|     500|0.38120717|  PASSED  
+          sts_serial|  14|    100000|     500|0.15984249|  PASSED  
+          sts_serial|  14|    100000|     500|0.02687063|  PASSED  
+          sts_serial|  15|    100000|     500|0.53058827|  PASSED  
+          sts_serial|  15|    100000|     500|0.58253309|  PASSED  
+          sts_serial|  16|    100000|     500|0.63785859|  PASSED  
+          sts_serial|  16|    100000|     500|0.57310525|  PASSED  
+         rgb_bitdist|   1|    100000|     100|0.32573254|  PASSED  
+         rgb_bitdist|   2|    100000|     100|0.48041520|  PASSED  
+         rgb_bitdist|   3|    100000|     100|0.71306959|  PASSED  
+         rgb_bitdist|   4|    100000|     100|0.41851101|  PASSED  
+         rgb_bitdist|   5|    100000|     100|0.64475492|  PASSED  
+         rgb_bitdist|   6|    100000|     100|0.73449149|  PASSED  
+         rgb_bitdist|   7|    100000|     100|0.70937060|  PASSED  
+         rgb_bitdist|   8|    100000|     100|0.34067798|  PASSED  
+         rgb_bitdist|   9|    100000|     100|0.56997054|  PASSED  
+         rgb_bitdist|  10|    100000|     100|0.42287847|  PASSED  
+         rgb_bitdist|  11|    100000|     100|0.44738156|  PASSED  
+         rgb_bitdist|  12|    100000|     100|0.22232608|  PASSED  
+rgb_minimum_distance|   2|     10000|    1000|0.19327258|  PASSED  
+rgb_minimum_distance|   3|     10000|    1000|0.81055025|  PASSED  
+rgb_minimum_distance|   4|     10000|    1000|0.90244006|  PASSED  
+rgb_minimum_distance|   5|     10000|    1000|0.27507361|  PASSED  
+    rgb_permutations|   2|    100000|     100|0.82969465|  PASSED  
+    rgb_permutations|   3|    100000|     100|0.60470846|  PASSED  
+    rgb_permutations|   4|    100000|     100|0.93710623|  PASSED  
+    rgb_permutations|   5|    100000|     100|0.12832164|  PASSED  
+      rgb_lagged_sum|   0|   1000000|     100|0.01452483|  PASSED  
+      rgb_lagged_sum|   1|   1000000|     100|0.78105258|  PASSED  
+      rgb_lagged_sum|   2|   1000000|     100|0.15312110|  PASSED  
+      rgb_lagged_sum|   3|   1000000|     100|0.96704133|  PASSED  
+      rgb_lagged_sum|   4|   1000000|     100|0.89155575|  PASSED  
+      rgb_lagged_sum|   5|   1000000|     100|0.10410746|  PASSED  
+      rgb_lagged_sum|   6|   1000000|     100|0.62843428|  PASSED  
+      rgb_lagged_sum|   7|   1000000|     100|0.08391358|  PASSED  
+      rgb_lagged_sum|   8|   1000000|     100|0.61503919|  PASSED  
+      rgb_lagged_sum|   9|   1000000|     100|0.49047843|  PASSED  
+      rgb_lagged_sum|  10|   1000000|     100|0.39668875|  PASSED  
+      rgb_lagged_sum|  11|   1000000|     100|0.25226931|  PASSED  
+      rgb_lagged_sum|  12|   1000000|     100|0.09436183|  PASSED  
+      rgb_lagged_sum|  13|   1000000|     100|0.74510400|  PASSED  
+      rgb_lagged_sum|  14|   1000000|     100|0.81857951|  PASSED  
+      rgb_lagged_sum|  15|   1000000|     100|0.90137981|  PASSED  
+      rgb_lagged_sum|  16|   1000000|     100|0.94752528|  PASSED  
+      rgb_lagged_sum|  17|   1000000|     100|0.83341319|  PASSED  
+      rgb_lagged_sum|  18|   1000000|     100|0.70513074|  PASSED  
+      rgb_lagged_sum|  19|   1000000|     100|0.89718522|  PASSED  
+      rgb_lagged_sum|  20|   1000000|     100|0.33647555|  PASSED  
+      rgb_lagged_sum|  21|   1000000|     100|0.98390612|  PASSED  
+      rgb_lagged_sum|  22|   1000000|     100|0.23675547|  PASSED  
+      rgb_lagged_sum|  23|   1000000|     100|0.48135017|  PASSED  
+      rgb_lagged_sum|  24|   1000000|     100|0.09079197|  PASSED  
+      rgb_lagged_sum|  25|   1000000|     100|0.02305748|  PASSED  
+      rgb_lagged_sum|  26|   1000000|     100|0.26733513|  PASSED  
+      rgb_lagged_sum|  27|   1000000|     100|0.97214481|  PASSED  
+      rgb_lagged_sum|  28|   1000000|     100|0.69460385|  PASSED  
+      rgb_lagged_sum|  29|   1000000|     100|0.58585169|  PASSED  
+      rgb_lagged_sum|  30|   1000000|     100|0.13119563|  PASSED  
+      rgb_lagged_sum|  31|   1000000|     100|0.31757199|  PASSED  
+      rgb_lagged_sum|  32|   1000000|     100|0.95214009|  PASSED  
+     rgb_kstest_test|   0|     10000|    1000|0.10787252|  PASSED  
+     dab_bytedistrib|   0|  51200000|       1|0.93611706|  PASSED  
+             dab_dct| 256|     50000|       1|0.34752816|  PASSED  
+Preparing to run test 207.  ntuple = 0
+        dab_filltree|  32|  15000000|       1|0.64217530|  PASSED  
+        dab_filltree|  32|  15000000|       1|0.44229477|  PASSED  
+Preparing to run test 208.  ntuple = 0
+       dab_filltree2|   0|   5000000|       1|0.99556903|   WEAK   
+       dab_filltree2|   1|   5000000|       1|0.90214349|  PASSED  
+       dab_filltree2|   0|   5000000|     101|0.92818702|  PASSED  
+       dab_filltree2|   1|   5000000|     101|0.94608261|  PASSED  
+Preparing to run test 209.  ntuple = 0
+        dab_monobit2|  12|  65000000|       1|0.46644015|  PASSED  
+# 
+# Test duration: 157.60660263953335 minutes
+# 
diff --git a/src/site/resources/txt/userguide/rng/stress/dh/run_2/dh_7 b/src/site/resources/txt/userguide/rng/stress/dh/run_2/dh_7
new file mode 100644
index 000000000..7a240a040
--- /dev/null
+++ b/src/site/resources/txt/userguide/rng/stress/dh/run_2/dh_7
@@ -0,0 +1,143 @@
+# 
+# RNG: org.apache.commons.math4.rng.internal.source32.Well44497a
+# 
+# Java: 1.8.0_66
+# Runtime: 1.8.0_66-b17
+# JVM: Java HotSpot(TM) 64-Bit Server VM 25.66-b17
+# OS: Linux 3.16.0-4-amd64 amd64
+# 
+# Analyzer: /usr/bin/dieharder -a -g 200 -Y 1 -k 2 
+# 
+#=============================================================================#
+#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
+#=============================================================================#
+   rng_name    |rands/second|   Seed   |
+stdin_input_raw|  8.19e+06  |1041997854|
+#=============================================================================#
+        test_name   |ntup| tsamples |psamples|  p-value |Assessment
+#=============================================================================#
+   diehard_birthdays|   0|       100|     100|0.80187216|  PASSED  
+      diehard_operm5|   0|   1000000|     100|0.61100451|  PASSED  
+  diehard_rank_32x32|   0|     40000|     100|0.75146496|  PASSED  
+    diehard_rank_6x8|   0|    100000|     100|0.93193662|  PASSED  
+   diehard_bitstream|   0|   2097152|     100|0.62788669|  PASSED  
+        diehard_opso|   0|   2097152|     100|0.53661676|  PASSED  
+        diehard_oqso|   0|   2097152|     100|0.12407821|  PASSED  
+         diehard_dna|   0|   2097152|     100|0.98715269|  PASSED  
+diehard_count_1s_str|   0|    256000|     100|0.62644200|  PASSED  
+diehard_count_1s_byt|   0|    256000|     100|0.70348326|  PASSED  
+ diehard_parking_lot|   0|     12000|     100|0.79600924|  PASSED  
+    diehard_2dsphere|   2|      8000|     100|0.61535064|  PASSED  
+    diehard_3dsphere|   3|      4000|     100|0.45708543|  PASSED  
+     diehard_squeeze|   0|    100000|     100|0.50570394|  PASSED  
+        diehard_sums|   0|       100|     100|0.35238433|  PASSED  
+        diehard_runs|   0|    100000|     100|0.15945898|  PASSED  
+        diehard_runs|   0|    100000|     100|0.24231765|  PASSED  
+       diehard_craps|   0|    200000|     100|0.21559884|  PASSED  
+       diehard_craps|   0|    200000|     100|0.55447355|  PASSED  
+ marsaglia_tsang_gcd|   0|  10000000|     100|0.71289644|  PASSED  
+ marsaglia_tsang_gcd|   0|  10000000|     100|0.62127133|  PASSED  
+         sts_monobit|   1|    100000|     100|0.72272298|  PASSED  
+            sts_runs|   2|    100000|     100|0.86196986|  PASSED  
+          sts_serial|   1|    100000|     100|0.35360871|  PASSED  
+          sts_serial|   2|    100000|     100|0.66877839|  PASSED  
+          sts_serial|   3|    100000|     100|0.85271378|  PASSED  
+          sts_serial|   3|    100000|     100|0.97392361|  PASSED  
+          sts_serial|   4|    100000|     100|0.73341160|  PASSED  
+          sts_serial|   4|    100000|     100|0.54790218|  PASSED  
+          sts_serial|   5|    100000|     100|0.99490903|  PASSED  
+          sts_serial|   5|    100000|     100|0.25972060|  PASSED  
+          sts_serial|   6|    100000|     100|0.52193260|  PASSED  
+          sts_serial|   6|    100000|     100|0.36805573|  PASSED  
+          sts_serial|   7|    100000|     100|0.32489079|  PASSED  
+          sts_serial|   7|    100000|     100|0.03388755|  PASSED  
+          sts_serial|   8|    100000|     100|0.07298106|  PASSED  
+          sts_serial|   8|    100000|     100|0.94677478|  PASSED  
+          sts_serial|   9|    100000|     100|0.10061493|  PASSED  
+          sts_serial|   9|    100000|     100|0.18182045|  PASSED  
+          sts_serial|  10|    100000|     100|0.80509182|  PASSED  
+          sts_serial|  10|    100000|     100|0.34719024|  PASSED  
+          sts_serial|  11|    100000|     100|0.82251854|  PASSED  
+          sts_serial|  11|    100000|     100|0.37241756|  PASSED  
+          sts_serial|  12|    100000|     100|0.57742830|  PASSED  
+          sts_serial|  12|    100000|     100|0.14971630|  PASSED  
+          sts_serial|  13|    100000|     100|0.22184499|  PASSED  
+          sts_serial|  13|    100000|     100|0.85784401|  PASSED  
+          sts_serial|  14|    100000|     100|0.33978075|  PASSED  
+          sts_serial|  14|    100000|     100|0.97289399|  PASSED  
+          sts_serial|  15|    100000|     100|0.97904833|  PASSED  
+          sts_serial|  15|    100000|     100|0.62298556|  PASSED  
+          sts_serial|  16|    100000|     100|0.12878687|  PASSED  
+          sts_serial|  16|    100000|     100|0.43284759|  PASSED  
+         rgb_bitdist|   1|    100000|     100|0.77380541|  PASSED  
+         rgb_bitdist|   2|    100000|     100|0.73200370|  PASSED  
+         rgb_bitdist|   3|    100000|     100|0.31724334|  PASSED  
+         rgb_bitdist|   4|    100000|     100|0.01702691|  PASSED  
+         rgb_bitdist|   5|    100000|     100|0.22686084|  PASSED  
+         rgb_bitdist|   6|    100000|     100|0.99971773|   WEAK   
+         rgb_bitdist|   6|    100000|     200|0.48818561|  PASSED  
+         rgb_bitdist|   7|    100000|     100|0.74742009|  PASSED  
+         rgb_bitdist|   8|    100000|     100|0.03339909|  PASSED  
+         rgb_bitdist|   9|    100000|     100|0.38858045|  PASSED  
+         rgb_bitdist|  10|    100000|     100|0.20831290|  PASSED  
+         rgb_bitdist|  11|    100000|     100|0.43093782|  PASSED  
+         rgb_bitdist|  12|    100000|     100|0.17196967|  PASSED  
+rgb_minimum_distance|   2|     10000|    1000|0.69443555|  PASSED  
+rgb_minimum_distance|   3|     10000|    1000|0.89796205|  PASSED  
+rgb_minimum_distance|   4|     10000|    1000|0.80301917|  PASSED  
+rgb_minimum_distance|   5|     10000|    1000|0.57935885|  PASSED  
+    rgb_permutations|   2|    100000|     100|0.99951200|   WEAK   
+    rgb_permutations|   2|    100000|     200|0.99044316|  PASSED  
+    rgb_permutations|   3|    100000|     100|0.46595580|  PASSED  
+    rgb_permutations|   4|    100000|     100|0.54471856|  PASSED  
+    rgb_permutations|   5|    100000|     100|0.56908207|  PASSED  
+      rgb_lagged_sum|   0|   1000000|     100|0.86946802|  PASSED  
+      rgb_lagged_sum|   1|   1000000|     100|0.96657641|  PASSED  
+      rgb_lagged_sum|   2|   1000000|     100|0.90691978|  PASSED  
+      rgb_lagged_sum|   3|   1000000|     100|0.28864821|  PASSED  
+      rgb_lagged_sum|   4|   1000000|     100|0.99943487|   WEAK   
+      rgb_lagged_sum|   4|   1000000|     200|0.77533347|  PASSED  
+      rgb_lagged_sum|   5|   1000000|     100|0.39390734|  PASSED  
+      rgb_lagged_sum|   6|   1000000|     100|0.93343776|  PASSED  
+      rgb_lagged_sum|   7|   1000000|     100|0.83992481|  PASSED  
+      rgb_lagged_sum|   8|   1000000|     100|0.72689904|  PASSED  
+      rgb_lagged_sum|   9|   1000000|     100|0.53910749|  PASSED  
+      rgb_lagged_sum|  10|   1000000|     100|0.52059801|  PASSED  
+      rgb_lagged_sum|  11|   1000000|     100|0.30613618|  PASSED  
+      rgb_lagged_sum|  12|   1000000|     100|0.77276205|  PASSED  
+      rgb_lagged_sum|  13|   1000000|     100|0.40964865|  PASSED  
+      rgb_lagged_sum|  14|   1000000|     100|0.86534443|  PASSED  
+      rgb_lagged_sum|  15|   1000000|     100|0.38541883|  PASSED  
+      rgb_lagged_sum|  16|   1000000|     100|0.89672716|  PASSED  
+      rgb_lagged_sum|  17|   1000000|     100|0.67161251|  PASSED  
+      rgb_lagged_sum|  18|   1000000|     100|0.18683541|  PASSED  
+      rgb_lagged_sum|  19|   1000000|     100|0.98107536|  PASSED  
+      rgb_lagged_sum|  20|   1000000|     100|0.67779362|  PASSED  
+      rgb_lagged_sum|  21|   1000000|     100|0.04985419|  PASSED  
+      rgb_lagged_sum|  22|   1000000|     100|0.36235990|  PASSED  
+      rgb_lagged_sum|  23|   1000000|     100|0.54694571|  PASSED  
+      rgb_lagged_sum|  24|   1000000|     100|0.27203710|  PASSED  
+      rgb_lagged_sum|  25|   1000000|     100|0.78936783|  PASSED  
+      rgb_lagged_sum|  26|   1000000|     100|0.44740362|  PASSED  
+      rgb_lagged_sum|  27|   1000000|     100|0.94535534|  PASSED  
+      rgb_lagged_sum|  28|   1000000|     100|0.65166475|  PASSED  
+      rgb_lagged_sum|  29|   1000000|     100|0.69670377|  PASSED  
+      rgb_lagged_sum|  30|   1000000|     100|0.53551941|  PASSED  
+      rgb_lagged_sum|  31|   1000000|     100|0.79843436|  PASSED  
+      rgb_lagged_sum|  32|   1000000|     100|0.70285114|  PASSED  
+     rgb_kstest_test|   0|     10000|    1000|0.48404789|  PASSED  
+     dab_bytedistrib|   0|  51200000|       1|0.56870408|  PASSED  
+             dab_dct| 256|     50000|       1|0.74939723|  PASSED  
+Preparing to run test 207.  ntuple = 0
+        dab_filltree|  32|  15000000|       1|0.63125846|  PASSED  
+        dab_filltree|  32|  15000000|       1|0.76546612|  PASSED  
+Preparing to run test 208.  ntuple = 0
+       dab_filltree2|   0|   5000000|       1|0.99763961|   WEAK   
+       dab_filltree2|   1|   5000000|       1|0.81326588|  PASSED  
+       dab_filltree2|   0|   5000000|     101|0.69542422|  PASSED  
+       dab_filltree2|   1|   5000000|     101|0.22172752|  PASSED  
+Preparing to run test 209.  ntuple = 0
+        dab_monobit2|  12|  65000000|       1|0.41617820|  PASSED  
+# 
+# Test duration: 156.2953042299667 minutes
+# 
diff --git a/src/site/resources/txt/userguide/rng/stress/dh/run_2/dh_8 b/src/site/resources/txt/userguide/rng/stress/dh/run_2/dh_8
new file mode 100644
index 000000000..6e6eebbd6
--- /dev/null
+++ b/src/site/resources/txt/userguide/rng/stress/dh/run_2/dh_8
@@ -0,0 +1,800 @@
+# 
+# RNG: org.apache.commons.math4.rng.internal.source32.Well44497b
+# 
+# Java: 1.8.0_66
+# Runtime: 1.8.0_66-b17
+# JVM: Java HotSpot(TM) 64-Bit Server VM 25.66-b17
+# OS: Linux 3.16.0-4-amd64 amd64
+# 
+# Analyzer: /usr/bin/dieharder -a -g 200 -Y 1 -k 2 
+# 
+#=============================================================================#
+#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
+#=============================================================================#
+   rng_name    |rands/second|   Seed   |
+stdin_input_raw|  8.14e+06  |3240771676|
+#=============================================================================#
+        test_name   |ntup| tsamples |psamples|  p-value |Assessment
+#=============================================================================#
+   diehard_birthdays|   0|       100|     100|0.81680343|  PASSED  
+      diehard_operm5|   0|   1000000|     100|0.83093104|  PASSED  
+  diehard_rank_32x32|   0|     40000|     100|0.69890950|  PASSED  
+    diehard_rank_6x8|   0|    100000|     100|0.73757194|  PASSED  
+   diehard_bitstream|   0|   2097152|     100|0.79560953|  PASSED  
+        diehard_opso|   0|   2097152|     100|0.91743161|  PASSED  
+        diehard_oqso|   0|   2097152|     100|0.30375937|  PASSED  
+         diehard_dna|   0|   2097152|     100|0.48183957|  PASSED  
+diehard_count_1s_str|   0|    256000|     100|0.58403744|  PASSED  
+diehard_count_1s_byt|   0|    256000|     100|0.13206026|  PASSED  
+ diehard_parking_lot|   0|     12000|     100|0.39368629|  PASSED  
+    diehard_2dsphere|   2|      8000|     100|0.92222474|  PASSED  
+    diehard_3dsphere|   3|      4000|     100|0.43358713|  PASSED  
+     diehard_squeeze|   0|    100000|     100|0.41102170|  PASSED  
+        diehard_sums|   0|       100|     100|0.11298386|  PASSED  
+        diehard_runs|   0|    100000|     100|0.88159233|  PASSED  
+        diehard_runs|   0|    100000|     100|0.90214433|  PASSED  
+       diehard_craps|   0|    200000|     100|0.03843281|  PASSED  
+       diehard_craps|   0|    200000|     100|0.77456635|  PASSED  
+ marsaglia_tsang_gcd|   0|  10000000|     100|0.39987405|  PASSED  
+ marsaglia_tsang_gcd|   0|  10000000|     100|0.05747832|  PASSED  
+         sts_monobit|   1|    100000|     100|0.99464121|  PASSED  
+            sts_runs|   2|    100000|     100|0.94267702|  PASSED  
+          sts_serial|   1|    100000|     100|0.20950020|  PASSED  
+          sts_serial|   2|    100000|     100|0.50407611|  PASSED  
+          sts_serial|   3|    100000|     100|0.85057752|  PASSED  
+          sts_serial|   3|    100000|     100|0.65487831|  PASSED  
+          sts_serial|   4|    100000|     100|0.60209893|  PASSED  
+          sts_serial|   4|    100000|     100|0.32116768|  PASSED  
+          sts_serial|   5|    100000|     100|0.17223680|  PASSED  
+          sts_serial|   5|    100000|     100|0.37939987|  PASSED  
+          sts_serial|   6|    100000|     100|0.66671747|  PASSED  
+          sts_serial|   6|    100000|     100|0.04386058|  PASSED  
+          sts_serial|   7|    100000|     100|0.34604983|  PASSED  
+          sts_serial|   7|    100000|     100|0.47838019|  PASSED  
+          sts_serial|   8|    100000|     100|0.83460317|  PASSED  
+          sts_serial|   8|    100000|     100|0.62981425|  PASSED  
+          sts_serial|   9|    100000|     100|0.77962063|  PASSED  
+          sts_serial|   9|    100000|     100|0.99955982|   WEAK   
+          sts_serial|  10|    100000|     100|0.27605490|  PASSED  
+          sts_serial|  10|    100000|     100|0.15126031|  PASSED  
+          sts_serial|  11|    100000|     100|0.47920323|  PASSED  
+          sts_serial|  11|    100000|     100|0.84941018|  PASSED  
+          sts_serial|  12|    100000|     100|0.19624503|  PASSED  
+          sts_serial|  12|    100000|     100|0.41833940|  PASSED  
+          sts_serial|  13|    100000|     100|0.99389349|  PASSED  
+          sts_serial|  13|    100000|     100|0.77268057|  PASSED  
+          sts_serial|  14|    100000|     100|0.12123384|  PASSED  
+          sts_serial|  14|    100000|     100|0.08863515|  PASSED  
+          sts_serial|  15|    100000|     100|0.92644666|  PASSED  
+          sts_serial|  15|    100000|     100|0.27845301|  PASSED  
+          sts_serial|  16|    100000|     100|0.68209282|  PASSED  
+          sts_serial|  16|    100000|     100|0.37365079|  PASSED  
+          sts_serial|   1|    100000|     200|0.85514360|  PASSED  
+          sts_serial|   2|    100000|     200|0.25674755|  PASSED  
+          sts_serial|   3|    100000|     200|0.93645219|  PASSED  
+          sts_serial|   3|    100000|     200|0.37775574|  PASSED  
+          sts_serial|   4|    100000|     200|0.37714408|  PASSED  
+          sts_serial|   4|    100000|     200|0.08978336|  PASSED  
+          sts_serial|   5|    100000|     200|0.03040927|  PASSED  
+          sts_serial|   5|    100000|     200|0.33012285|  PASSED  
+          sts_serial|   6|    100000|     200|0.15022462|  PASSED  
+          sts_serial|   6|    100000|     200|0.62285283|  PASSED  
+          sts_serial|   7|    100000|     200|0.60916939|  PASSED  
+          sts_serial|   7|    100000|     200|0.09498785|  PASSED  
+          sts_serial|   8|    100000|     200|0.99833151|   WEAK   
+          sts_serial|   8|    100000|     200|0.61048753|  PASSED  
+          sts_serial|   9|    100000|     200|0.72509686|  PASSED  
+          sts_serial|   9|    100000|     200|0.83391077|  PASSED  
+          sts_serial|  10|    100000|     200|0.31533498|  PASSED  
+          sts_serial|  10|    100000|     200|0.07040741|  PASSED  
+          sts_serial|  11|    100000|     200|0.90100087|  PASSED  
+          sts_serial|  11|    100000|     200|0.56791314|  PASSED  
+          sts_serial|  12|    100000|     200|0.15266979|  PASSED  
+          sts_serial|  12|    100000|     200|0.20452573|  PASSED  
+          sts_serial|  13|    100000|     200|0.65792351|  PASSED  
+          sts_serial|  13|    100000|     200|0.57757768|  PASSED  
+          sts_serial|  14|    100000|     200|0.28899730|  PASSED  
+          sts_serial|  14|    100000|     200|0.39326344|  PASSED  
+          sts_serial|  15|    100000|     200|0.91378879|  PASSED  
+          sts_serial|  15|    100000|     200|0.98983256|  PASSED  
+          sts_serial|  16|    100000|     200|0.58185239|  PASSED  
+          sts_serial|  16|    100000|     200|0.71642908|  PASSED  
+          sts_serial|   1|    100000|     300|0.82681350|  PASSED  
+          sts_serial|   2|    100000|     300|0.10070102|  PASSED  
+          sts_serial|   3|    100000|     300|0.99186311|  PASSED  
+          sts_serial|   3|    100000|     300|0.42794292|  PASSED  
+          sts_serial|   4|    100000|     300|0.66544070|  PASSED  
+          sts_serial|   4|    100000|     300|0.74721513|  PASSED  
+          sts_serial|   5|    100000|     300|0.07913374|  PASSED  
+          sts_serial|   5|    100000|     300|0.76937303|  PASSED  
+          sts_serial|   6|    100000|     300|0.41149255|  PASSED  
+          sts_serial|   6|    100000|     300|0.72328073|  PASSED  
+          sts_serial|   7|    100000|     300|0.18088411|  PASSED  
+          sts_serial|   7|    100000|     300|0.07732748|  PASSED  
+          sts_serial|   8|    100000|     300|0.99778892|   WEAK   
+          sts_serial|   8|    100000|     300|0.19794588|  PASSED  
+          sts_serial|   9|    100000|     300|0.31694204|  PASSED  
+          sts_serial|   9|    100000|     300|0.40963719|  PASSED  
+          sts_serial|  10|    100000|     300|0.58866464|  PASSED  
+          sts_serial|  10|    100000|     300|0.37044609|  PASSED  
+          sts_serial|  11|    100000|     300|0.90954698|  PASSED  
+          sts_serial|  11|    100000|     300|0.93679327|  PASSED  
+          sts_serial|  12|    100000|     300|0.16721541|  PASSED  
+          sts_serial|  12|    100000|     300|0.29015556|  PASSED  
+          sts_serial|  13|    100000|     300|0.98544489|  PASSED  
+          sts_serial|  13|    100000|     300|0.49195350|  PASSED  
+          sts_serial|  14|    100000|     300|0.40461847|  PASSED  
+          sts_serial|  14|    100000|     300|0.15438435|  PASSED  
+          sts_serial|  15|    100000|     300|0.51499395|  PASSED  
+          sts_serial|  15|    100000|     300|0.48512487|  PASSED  
+          sts_serial|  16|    100000|     300|0.55473985|  PASSED  
+          sts_serial|  16|    100000|     300|0.99925069|   WEAK   
+          sts_serial|   1|    100000|     400|0.91477126|  PASSED  
+          sts_serial|   2|    100000|     400|0.15222902|  PASSED  
+          sts_serial|   3|    100000|     400|0.96838682|  PASSED  
+          sts_serial|   3|    100000|     400|0.37167619|  PASSED  
+          sts_serial|   4|    100000|     400|0.54585635|  PASSED  
+          sts_serial|   4|    100000|     400|0.40316876|  PASSED  
+          sts_serial|   5|    100000|     400|0.36013870|  PASSED  
+          sts_serial|   5|    100000|     400|0.41187042|  PASSED  
+          sts_serial|   6|    100000|     400|0.61926551|  PASSED  
+          sts_serial|   6|    100000|     400|0.47016641|  PASSED  
+          sts_serial|   7|    100000|     400|0.01319731|  PASSED  
+          sts_serial|   7|    100000|     400|0.02256028|  PASSED  
+          sts_serial|   8|    100000|     400|0.89223551|  PASSED  
+          sts_serial|   8|    100000|     400|0.44511237|  PASSED  
+          sts_serial|   9|    100000|     400|0.13665073|  PASSED  
+          sts_serial|   9|    100000|     400|0.81777364|  PASSED  
+          sts_serial|  10|    100000|     400|0.35117496|  PASSED  
+          sts_serial|  10|    100000|     400|0.32811900|  PASSED  
+          sts_serial|  11|    100000|     400|0.51927196|  PASSED  
+          sts_serial|  11|    100000|     400|0.46028397|  PASSED  
+          sts_serial|  12|    100000|     400|0.56846897|  PASSED  
+          sts_serial|  12|    100000|     400|0.40343961|  PASSED  
+          sts_serial|  13|    100000|     400|0.67339065|  PASSED  
+          sts_serial|  13|    100000|     400|0.07356258|  PASSED  
+          sts_serial|  14|    100000|     400|0.99961302|   WEAK   
+          sts_serial|  14|    100000|     400|0.39703484|  PASSED  
+          sts_serial|  15|    100000|     400|0.93626795|  PASSED  
+          sts_serial|  15|    100000|     400|0.34835385|  PASSED  
+          sts_serial|  16|    100000|     400|0.89094486|  PASSED  
+          sts_serial|  16|    100000|     400|0.94074061|  PASSED  
+          sts_serial|   1|    100000|     500|0.99764292|   WEAK   
+          sts_serial|   2|    100000|     500|0.10353788|  PASSED  
+          sts_serial|   3|    100000|     500|0.92483869|  PASSED  
+          sts_serial|   3|    100000|     500|0.58729338|  PASSED  
+          sts_serial|   4|    100000|     500|0.43825816|  PASSED  
+          sts_serial|   4|    100000|     500|0.50964777|  PASSED  
+          sts_serial|   5|    100000|     500|0.68467771|  PASSED  
+          sts_serial|   5|    100000|     500|0.35440277|  PASSED  
+          sts_serial|   6|    100000|     500|0.72101174|  PASSED  
+          sts_serial|   6|    100000|     500|0.85784275|  PASSED  
+          sts_serial|   7|    100000|     500|0.01312564|  PASSED  
+          sts_serial|   7|    100000|     500|0.01124853|  PASSED  
+          sts_serial|   8|    100000|     500|0.68702794|  PASSED  
+          sts_serial|   8|    100000|     500|0.14592370|  PASSED  
+          sts_serial|   9|    100000|     500|0.40761042|  PASSED  
+          sts_serial|   9|    100000|     500|0.74684653|  PASSED  
+          sts_serial|  10|    100000|     500|0.38239694|  PASSED  
+          sts_serial|  10|    100000|     500|0.46906467|  PASSED  
+          sts_serial|  11|    100000|     500|0.66678934|  PASSED  
+          sts_serial|  11|    100000|     500|0.95223451|  PASSED  
+          sts_serial|  12|    100000|     500|0.19149871|  PASSED  
+          sts_serial|  12|    100000|     500|0.22826763|  PASSED  
+          sts_serial|  13|    100000|     500|0.79736117|  PASSED  
+          sts_serial|  13|    100000|     500|0.31747450|  PASSED  
+          sts_serial|  14|    100000|     500|0.98998414|  PASSED  
+          sts_serial|  14|    100000|     500|0.27483287|  PASSED  
+          sts_serial|  15|    100000|     500|0.91326397|  PASSED  
+          sts_serial|  15|    100000|     500|0.24579086|  PASSED  
+          sts_serial|  16|    100000|     500|0.93879994|  PASSED  
+          sts_serial|  16|    100000|     500|0.83805166|  PASSED  
+          sts_serial|   1|    100000|     600|0.78485463|  PASSED  
+          sts_serial|   2|    100000|     600|0.32392650|  PASSED  
+          sts_serial|   3|    100000|     600|0.91841337|  PASSED  
+          sts_serial|   3|    100000|     600|0.41798964|  PASSED  
+          sts_serial|   4|    100000|     600|0.54476915|  PASSED  
+          sts_serial|   4|    100000|     600|0.40208091|  PASSED  
+          sts_serial|   5|    100000|     600|0.66246372|  PASSED  
+          sts_serial|   5|    100000|     600|0.42489368|  PASSED  
+          sts_serial|   6|    100000|     600|0.43583042|  PASSED  
+          sts_serial|   6|    100000|     600|0.31021111|  PASSED  
+          sts_serial|   7|    100000|     600|0.00039352|   WEAK   
+          sts_serial|   7|    100000|     600|0.00146274|   WEAK   
+          sts_serial|   8|    100000|     600|0.44118099|  PASSED  
+          sts_serial|   8|    100000|     600|0.07235683|  PASSED  
+          sts_serial|   9|    100000|     600|0.44458653|  PASSED  
+          sts_serial|   9|    100000|     600|0.81046431|  PASSED  
+          sts_serial|  10|    100000|     600|0.51987632|  PASSED  
+          sts_serial|  10|    100000|     600|0.87105281|  PASSED  
+          sts_serial|  11|    100000|     600|0.67131290|  PASSED  
+          sts_serial|  11|    100000|     600|0.85232113|  PASSED  
+          sts_serial|  12|    100000|     600|0.18431319|  PASSED  
+          sts_serial|  12|    100000|     600|0.11597416|  PASSED  
+          sts_serial|  13|    100000|     600|0.72127533|  PASSED  
+          sts_serial|  13|    100000|     600|0.16330688|  PASSED  
+          sts_serial|  14|    100000|     600|0.93531023|  PASSED  
+          sts_serial|  14|    100000|     600|0.17729286|  PASSED  
+          sts_serial|  15|    100000|     600|0.85965667|  PASSED  
+          sts_serial|  15|    100000|     600|0.44778523|  PASSED  
+          sts_serial|  16|    100000|     600|0.92673903|  PASSED  
+          sts_serial|  16|    100000|     600|0.56719213|  PASSED  
+          sts_serial|   1|    100000|     700|0.94579474|  PASSED  
+          sts_serial|   2|    100000|     700|0.08143280|  PASSED  
+          sts_serial|   3|    100000|     700|0.81955562|  PASSED  
+          sts_serial|   3|    100000|     700|0.80963159|  PASSED  
+          sts_serial|   4|    100000|     700|0.33248546|  PASSED  
+          sts_serial|   4|    100000|     700|0.59198853|  PASSED  
+          sts_serial|   5|    100000|     700|0.73958194|  PASSED  
+          sts_serial|   5|    100000|     700|0.43709310|  PASSED  
+          sts_serial|   6|    100000|     700|0.96687779|  PASSED  
+          sts_serial|   6|    100000|     700|0.68857633|  PASSED  
+          sts_serial|   7|    100000|     700|0.00089270|   WEAK   
+          sts_serial|   7|    100000|     700|0.00092661|   WEAK   
+          sts_serial|   8|    100000|     700|0.66233470|  PASSED  
+          sts_serial|   8|    100000|     700|0.13924117|  PASSED  
+          sts_serial|   9|    100000|     700|0.30536680|  PASSED  
+          sts_serial|   9|    100000|     700|0.80029719|  PASSED  
+          sts_serial|  10|    100000|     700|0.64051471|  PASSED  
+          sts_serial|  10|    100000|     700|0.83393044|  PASSED  
+          sts_serial|  11|    100000|     700|0.62712714|  PASSED  
+          sts_serial|  11|    100000|     700|0.91325196|  PASSED  
+          sts_serial|  12|    100000|     700|0.43310696|  PASSED  
+          sts_serial|  12|    100000|     700|0.34001489|  PASSED  
+          sts_serial|  13|    100000|     700|0.52875568|  PASSED  
+          sts_serial|  13|    100000|     700|0.14286094|  PASSED  
+          sts_serial|  14|    100000|     700|0.93895562|  PASSED  
+          sts_serial|  14|    100000|     700|0.29284026|  PASSED  
+          sts_serial|  15|    100000|     700|0.56926292|  PASSED  
+          sts_serial|  15|    100000|     700|0.74315221|  PASSED  
+          sts_serial|  16|    100000|     700|0.92764752|  PASSED  
+          sts_serial|  16|    100000|     700|0.97917867|  PASSED  
+          sts_serial|   1|    100000|     800|0.99992965|   WEAK   
+          sts_serial|   2|    100000|     800|0.30498925|  PASSED  
+          sts_serial|   3|    100000|     800|0.47310147|  PASSED  
+          sts_serial|   3|    100000|     800|0.55419435|  PASSED  
+          sts_serial|   4|    100000|     800|0.27240850|  PASSED  
+          sts_serial|   4|    100000|     800|0.76247014|  PASSED  
+          sts_serial|   5|    100000|     800|0.53829860|  PASSED  
+          sts_serial|   5|    100000|     800|0.67014909|  PASSED  
+          sts_serial|   6|    100000|     800|0.99361371|  PASSED  
+          sts_serial|   6|    100000|     800|0.72099846|  PASSED  
+          sts_serial|   7|    100000|     800|0.00674251|  PASSED  
+          sts_serial|   7|    100000|     800|0.00041677|   WEAK   
+          sts_serial|   8|    100000|     800|0.84526855|  PASSED  
+          sts_serial|   8|    100000|     800|0.08436608|  PASSED  
+          sts_serial|   9|    100000|     800|0.64567990|  PASSED  
+          sts_serial|   9|    100000|     800|0.77859499|  PASSED  
+          sts_serial|  10|    100000|     800|0.89803433|  PASSED  
+          sts_serial|  10|    100000|     800|0.97597483|  PASSED  
+          sts_serial|  11|    100000|     800|0.75303628|  PASSED  
+          sts_serial|  11|    100000|     800|0.70893781|  PASSED  
+          sts_serial|  12|    100000|     800|0.29705854|  PASSED  
+          sts_serial|  12|    100000|     800|0.33449916|  PASSED  
+          sts_serial|  13|    100000|     800|0.61926537|  PASSED  
+          sts_serial|  13|    100000|     800|0.08300415|  PASSED  
+          sts_serial|  14|    100000|     800|0.80560218|  PASSED  
+          sts_serial|  14|    100000|     800|0.07971245|  PASSED  
+          sts_serial|  15|    100000|     800|0.34440994|  PASSED  
+          sts_serial|  15|    100000|     800|0.86732059|  PASSED  
+          sts_serial|  16|    100000|     800|0.93641193|  PASSED  
+          sts_serial|  16|    100000|     800|0.99378250|  PASSED  
+          sts_serial|   1|    100000|     900|0.97268295|  PASSED  
+          sts_serial|   2|    100000|     900|0.26275510|  PASSED  
+          sts_serial|   3|    100000|     900|0.15139991|  PASSED  
+          sts_serial|   3|    100000|     900|0.27809823|  PASSED  
+          sts_serial|   4|    100000|     900|0.15182430|  PASSED  
+          sts_serial|   4|    100000|     900|0.63138280|  PASSED  
+          sts_serial|   5|    100000|     900|0.63265600|  PASSED  
+          sts_serial|   5|    100000|     900|0.42202151|  PASSED  
+          sts_serial|   6|    100000|     900|0.89267137|  PASSED  
+          sts_serial|   6|    100000|     900|0.83841948|  PASSED  
+          sts_serial|   7|    100000|     900|0.05245939|  PASSED  
+          sts_serial|   7|    100000|     900|0.00169352|   WEAK   
+          sts_serial|   8|    100000|     900|0.87346669|  PASSED  
+          sts_serial|   8|    100000|     900|0.10310322|  PASSED  
+          sts_serial|   9|    100000|     900|0.75809475|  PASSED  
+          sts_serial|   9|    100000|     900|0.90772018|  PASSED  
+          sts_serial|  10|    100000|     900|0.99208917|  PASSED  
+          sts_serial|  10|    100000|     900|0.80495036|  PASSED  
+          sts_serial|  11|    100000|     900|0.58769548|  PASSED  
+          sts_serial|  11|    100000|     900|0.34727661|  PASSED  
+          sts_serial|  12|    100000|     900|0.12968038|  PASSED  
+          sts_serial|  12|    100000|     900|0.34546602|  PASSED  
+          sts_serial|  13|    100000|     900|0.44569517|  PASSED  
+          sts_serial|  13|    100000|     900|0.26801594|  PASSED  
+          sts_serial|  14|    100000|     900|0.48233899|  PASSED  
+          sts_serial|  14|    100000|     900|0.19980494|  PASSED  
+          sts_serial|  15|    100000|     900|0.66126080|  PASSED  
+          sts_serial|  15|    100000|     900|0.72453315|  PASSED  
+          sts_serial|  16|    100000|     900|0.91430088|  PASSED  
+          sts_serial|  16|    100000|     900|0.87273205|  PASSED  
+          sts_serial|   1|    100000|    1000|0.82411233|  PASSED  
+          sts_serial|   2|    100000|    1000|0.26998969|  PASSED  
+          sts_serial|   3|    100000|    1000|0.14408595|  PASSED  
+          sts_serial|   3|    100000|    1000|0.44563640|  PASSED  
+          sts_serial|   4|    100000|    1000|0.18231844|  PASSED  
+          sts_serial|   4|    100000|    1000|0.41612297|  PASSED  
+          sts_serial|   5|    100000|    1000|0.59258354|  PASSED  
+          sts_serial|   5|    100000|    1000|0.37009573|  PASSED  
+          sts_serial|   6|    100000|    1000|0.97605186|  PASSED  
+          sts_serial|   6|    100000|    1000|0.83416557|  PASSED  
+          sts_serial|   7|    100000|    1000|0.02783969|  PASSED  
+          sts_serial|   7|    100000|    1000|0.00202682|   WEAK   
+          sts_serial|   8|    100000|    1000|0.71656832|  PASSED  
+          sts_serial|   8|    100000|    1000|0.00813774|  PASSED  
+          sts_serial|   9|    100000|    1000|0.46700666|  PASSED  
+          sts_serial|   9|    100000|    1000|0.56956917|  PASSED  
+          sts_serial|  10|    100000|    1000|0.82740340|  PASSED  
+          sts_serial|  10|    100000|    1000|0.77197956|  PASSED  
+          sts_serial|  11|    100000|    1000|0.14951925|  PASSED  
+          sts_serial|  11|    100000|    1000|0.16565264|  PASSED  
+          sts_serial|  12|    100000|    1000|0.05325737|  PASSED  
+          sts_serial|  12|    100000|    1000|0.48046528|  PASSED  
+          sts_serial|  13|    100000|    1000|0.30264306|  PASSED  
+          sts_serial|  13|    100000|    1000|0.48529480|  PASSED  
+          sts_serial|  14|    100000|    1000|0.34908410|  PASSED  
+          sts_serial|  14|    100000|    1000|0.31098177|  PASSED  
+          sts_serial|  15|    100000|    1000|0.42339092|  PASSED  
+          sts_serial|  15|    100000|    1000|0.52634295|  PASSED  
+          sts_serial|  16|    100000|    1000|0.82317727|  PASSED  
+          sts_serial|  16|    100000|    1000|0.91461036|  PASSED  
+          sts_serial|   1|    100000|    1100|0.91371549|  PASSED  
+          sts_serial|   2|    100000|    1100|0.47206645|  PASSED  
+          sts_serial|   3|    100000|    1100|0.06463235|  PASSED  
+          sts_serial|   3|    100000|    1100|0.57932876|  PASSED  
+          sts_serial|   4|    100000|    1100|0.07286050|  PASSED  
+          sts_serial|   4|    100000|    1100|0.29406646|  PASSED  
+          sts_serial|   5|    100000|    1100|0.30699003|  PASSED  
+          sts_serial|   5|    100000|    1100|0.54070676|  PASSED  
+          sts_serial|   6|    100000|    1100|0.71784287|  PASSED  
+          sts_serial|   6|    100000|    1100|0.84008280|  PASSED  
+          sts_serial|   7|    100000|    1100|0.08586917|  PASSED  
+          sts_serial|   7|    100000|    1100|0.00440856|   WEAK   
+          sts_serial|   8|    100000|    1100|0.44039805|  PASSED  
+          sts_serial|   8|    100000|    1100|0.00565388|  PASSED  
+          sts_serial|   9|    100000|    1100|0.37467495|  PASSED  
+          sts_serial|   9|    100000|    1100|0.69559816|  PASSED  
+          sts_serial|  10|    100000|    1100|0.65886410|  PASSED  
+          sts_serial|  10|    100000|    1100|0.95890422|  PASSED  
+          sts_serial|  11|    100000|    1100|0.06356606|  PASSED  
+          sts_serial|  11|    100000|    1100|0.06560565|  PASSED  
+          sts_serial|  12|    100000|    1100|0.04793661|  PASSED  
+          sts_serial|  12|    100000|    1100|0.48707844|  PASSED  
+          sts_serial|  13|    100000|    1100|0.80661224|  PASSED  
+          sts_serial|  13|    100000|    1100|0.14242905|  PASSED  
+          sts_serial|  14|    100000|    1100|0.51415682|  PASSED  
+          sts_serial|  14|    100000|    1100|0.21942618|  PASSED  
+          sts_serial|  15|    100000|    1100|0.20047033|  PASSED  
+          sts_serial|  15|    100000|    1100|0.22904578|  PASSED  
+          sts_serial|  16|    100000|    1100|0.66874015|  PASSED  
+          sts_serial|  16|    100000|    1100|0.94393624|  PASSED  
+          sts_serial|   1|    100000|    1200|0.83256312|  PASSED  
+          sts_serial|   2|    100000|    1200|0.54502958|  PASSED  
+          sts_serial|   3|    100000|    1200|0.30225528|  PASSED  
+          sts_serial|   3|    100000|    1200|0.67315402|  PASSED  
+          sts_serial|   4|    100000|    1200|0.07155105|  PASSED  
+          sts_serial|   4|    100000|    1200|0.18371377|  PASSED  
+          sts_serial|   5|    100000|    1200|0.17266011|  PASSED  
+          sts_serial|   5|    100000|    1200|0.72410320|  PASSED  
+          sts_serial|   6|    100000|    1200|0.50540113|  PASSED  
+          sts_serial|   6|    100000|    1200|0.76683179|  PASSED  
+          sts_serial|   7|    100000|    1200|0.31259978|  PASSED  
+          sts_serial|   7|    100000|    1200|0.00453731|   WEAK   
+          sts_serial|   8|    100000|    1200|0.56282680|  PASSED  
+          sts_serial|   8|    100000|    1200|0.05513951|  PASSED  
+          sts_serial|   9|    100000|    1200|0.62161232|  PASSED  
+          sts_serial|   9|    100000|    1200|0.46001506|  PASSED  
+          sts_serial|  10|    100000|    1200|0.76817901|  PASSED  
+          sts_serial|  10|    100000|    1200|0.93601114|  PASSED  
+          sts_serial|  11|    100000|    1200|0.07653136|  PASSED  
+          sts_serial|  11|    100000|    1200|0.08153342|  PASSED  
+          sts_serial|  12|    100000|    1200|0.14402564|  PASSED  
+          sts_serial|  12|    100000|    1200|0.42213918|  PASSED  
+          sts_serial|  13|    100000|    1200|0.80226269|  PASSED  
+          sts_serial|  13|    100000|    1200|0.34730320|  PASSED  
+          sts_serial|  14|    100000|    1200|0.49397783|  PASSED  
+          sts_serial|  14|    100000|    1200|0.15008752|  PASSED  
+          sts_serial|  15|    100000|    1200|0.17104398|  PASSED  
+          sts_serial|  15|    100000|    1200|0.24731581|  PASSED  
+          sts_serial|  16|    100000|    1200|0.49367500|  PASSED  
+          sts_serial|  16|    100000|    1200|0.82105876|  PASSED  
+          sts_serial|   1|    100000|    1300|0.92274318|  PASSED  
+          sts_serial|   2|    100000|    1300|0.63805111|  PASSED  
+          sts_serial|   3|    100000|    1300|0.36082068|  PASSED  
+          sts_serial|   3|    100000|    1300|0.70604654|  PASSED  
+          sts_serial|   4|    100000|    1300|0.11335910|  PASSED  
+          sts_serial|   4|    100000|    1300|0.21437386|  PASSED  
+          sts_serial|   5|    100000|    1300|0.29961043|  PASSED  
+          sts_serial|   5|    100000|    1300|0.63716795|  PASSED  
+          sts_serial|   6|    100000|    1300|0.37024703|  PASSED  
+          sts_serial|   6|    100000|    1300|0.65282461|  PASSED  
+          sts_serial|   7|    100000|    1300|0.24149584|  PASSED  
+          sts_serial|   7|    100000|    1300|0.00301040|   WEAK   
+          sts_serial|   8|    100000|    1300|0.34119283|  PASSED  
+          sts_serial|   8|    100000|    1300|0.03534010|  PASSED  
+          sts_serial|   9|    100000|    1300|0.30884092|  PASSED  
+          sts_serial|   9|    100000|    1300|0.18952870|  PASSED  
+          sts_serial|  10|    100000|    1300|0.63752445|  PASSED  
+          sts_serial|  10|    100000|    1300|0.42766349|  PASSED  
+          sts_serial|  11|    100000|    1300|0.04311184|  PASSED  
+          sts_serial|  11|    100000|    1300|0.11501413|  PASSED  
+          sts_serial|  12|    100000|    1300|0.16731505|  PASSED  
+          sts_serial|  12|    100000|    1300|0.60143648|  PASSED  
+          sts_serial|  13|    100000|    1300|0.60826059|  PASSED  
+          sts_serial|  13|    100000|    1300|0.53157449|  PASSED  
+          sts_serial|  14|    100000|    1300|0.43211642|  PASSED  
+          sts_serial|  14|    100000|    1300|0.19293483|  PASSED  
+          sts_serial|  15|    100000|    1300|0.12771534|  PASSED  
+          sts_serial|  15|    100000|    1300|0.30582300|  PASSED  
+          sts_serial|  16|    100000|    1300|0.63225566|  PASSED  
+          sts_serial|  16|    100000|    1300|0.93152615|  PASSED  
+          sts_serial|   1|    100000|    1400|0.77736273|  PASSED  
+          sts_serial|   2|    100000|    1400|0.56918231|  PASSED  
+          sts_serial|   3|    100000|    1400|0.55055131|  PASSED  
+          sts_serial|   3|    100000|    1400|0.81925225|  PASSED  
+          sts_serial|   4|    100000|    1400|0.17224631|  PASSED  
+          sts_serial|   4|    100000|    1400|0.31339860|  PASSED  
+          sts_serial|   5|    100000|    1400|0.32544492|  PASSED  
+          sts_serial|   5|    100000|    1400|0.52238003|  PASSED  
+          sts_serial|   6|    100000|    1400|0.56629527|  PASSED  
+          sts_serial|   6|    100000|    1400|0.69243979|  PASSED  
+          sts_serial|   7|    100000|    1400|0.08242956|  PASSED  
+          sts_serial|   7|    100000|    1400|0.00057844|   WEAK   
+          sts_serial|   8|    100000|    1400|0.39479926|  PASSED  
+          sts_serial|   8|    100000|    1400|0.04064990|  PASSED  
+          sts_serial|   9|    100000|    1400|0.40248037|  PASSED  
+          sts_serial|   9|    100000|    1400|0.18754970|  PASSED  
+          sts_serial|  10|    100000|    1400|0.48319195|  PASSED  
+          sts_serial|  10|    100000|    1400|0.43277261|  PASSED  
+          sts_serial|  11|    100000|    1400|0.06813786|  PASSED  
+          sts_serial|  11|    100000|    1400|0.15420448|  PASSED  
+          sts_serial|  12|    100000|    1400|0.39617325|  PASSED  
+          sts_serial|  12|    100000|    1400|0.45351934|  PASSED  
+          sts_serial|  13|    100000|    1400|0.74529191|  PASSED  
+          sts_serial|  13|    100000|    1400|0.61146146|  PASSED  
+          sts_serial|  14|    100000|    1400|0.47009628|  PASSED  
+          sts_serial|  14|    100000|    1400|0.21393676|  PASSED  
+          sts_serial|  15|    100000|    1400|0.12323527|  PASSED  
+          sts_serial|  15|    100000|    1400|0.31276375|  PASSED  
+          sts_serial|  16|    100000|    1400|0.75635646|  PASSED  
+          sts_serial|  16|    100000|    1400|0.94133178|  PASSED  
+          sts_serial|   1|    100000|    1500|0.81000036|  PASSED  
+          sts_serial|   2|    100000|    1500|0.98236363|  PASSED  
+          sts_serial|   3|    100000|    1500|0.72644430|  PASSED  
+          sts_serial|   3|    100000|    1500|0.90972061|  PASSED  
+          sts_serial|   4|    100000|    1500|0.32339138|  PASSED  
+          sts_serial|   4|    100000|    1500|0.55759988|  PASSED  
+          sts_serial|   5|    100000|    1500|0.54408244|  PASSED  
+          sts_serial|   5|    100000|    1500|0.46032452|  PASSED  
+          sts_serial|   6|    100000|    1500|0.69297720|  PASSED  
+          sts_serial|   6|    100000|    1500|0.64094130|  PASSED  
+          sts_serial|   7|    100000|    1500|0.05381328|  PASSED  
+          sts_serial|   7|    100000|    1500|0.00173982|   WEAK   
+          sts_serial|   8|    100000|    1500|0.39892360|  PASSED  
+          sts_serial|   8|    100000|    1500|0.02143211|  PASSED  
+          sts_serial|   9|    100000|    1500|0.35289759|  PASSED  
+          sts_serial|   9|    100000|    1500|0.20117257|  PASSED  
+          sts_serial|  10|    100000|    1500|0.56342408|  PASSED  
+          sts_serial|  10|    100000|    1500|0.27142404|  PASSED  
+          sts_serial|  11|    100000|    1500|0.04509473|  PASSED  
+          sts_serial|  11|    100000|    1500|0.01492224|  PASSED  
+          sts_serial|  12|    100000|    1500|0.53370220|  PASSED  
+          sts_serial|  12|    100000|    1500|0.47791977|  PASSED  
+          sts_serial|  13|    100000|    1500|0.89187219|  PASSED  
+          sts_serial|  13|    100000|    1500|0.51447055|  PASSED  
+          sts_serial|  14|    100000|    1500|0.43332804|  PASSED  
+          sts_serial|  14|    100000|    1500|0.31753356|  PASSED  
+          sts_serial|  15|    100000|    1500|0.18918418|  PASSED  
+          sts_serial|  15|    100000|    1500|0.43101496|  PASSED  
+          sts_serial|  16|    100000|    1500|0.93716939|  PASSED  
+          sts_serial|  16|    100000|    1500|0.86733760|  PASSED  
+          sts_serial|   1|    100000|    1600|0.76184902|  PASSED  
+          sts_serial|   2|    100000|    1600|0.99915613|   WEAK   
+          sts_serial|   3|    100000|    1600|0.76666027|  PASSED  
+          sts_serial|   3|    100000|    1600|0.92478197|  PASSED  
+          sts_serial|   4|    100000|    1600|0.47692755|  PASSED  
+          sts_serial|   4|    100000|    1600|0.46847946|  PASSED  
+          sts_serial|   5|    100000|    1600|0.78978912|  PASSED  
+          sts_serial|   5|    100000|    1600|0.25192213|  PASSED  
+          sts_serial|   6|    100000|    1600|0.73932074|  PASSED  
+          sts_serial|   6|    100000|    1600|0.59158050|  PASSED  
+          sts_serial|   7|    100000|    1600|0.04622548|  PASSED  
+          sts_serial|   7|    100000|    1600|0.00124978|   WEAK   
+          sts_serial|   8|    100000|    1600|0.32313708|  PASSED  
+          sts_serial|   8|    100000|    1600|0.00804022|  PASSED  
+          sts_serial|   9|    100000|    1600|0.42206573|  PASSED  
+          sts_serial|   9|    100000|    1600|0.39843716|  PASSED  
+          sts_serial|  10|    100000|    1600|0.49478862|  PASSED  
+          sts_serial|  10|    100000|    1600|0.49202955|  PASSED  
+          sts_serial|  11|    100000|    1600|0.02973993|  PASSED  
+          sts_serial|  11|    100000|    1600|0.01946525|  PASSED  
+          sts_serial|  12|    100000|    1600|0.39044990|  PASSED  
+          sts_serial|  12|    100000|    1600|0.38913968|  PASSED  
+          sts_serial|  13|    100000|    1600|0.95788218|  PASSED  
+          sts_serial|  13|    100000|    1600|0.35178639|  PASSED  
+          sts_serial|  14|    100000|    1600|0.56114226|  PASSED  
+          sts_serial|  14|    100000|    1600|0.40303996|  PASSED  
+          sts_serial|  15|    100000|    1600|0.12277171|  PASSED  
+          sts_serial|  15|    100000|    1600|0.43726352|  PASSED  
+          sts_serial|  16|    100000|    1600|0.88618219|  PASSED  
+          sts_serial|  16|    100000|    1600|0.78861412|  PASSED  
+          sts_serial|   1|    100000|    1700|0.63181734|  PASSED  
+          sts_serial|   2|    100000|    1700|0.99365384|  PASSED  
+          sts_serial|   3|    100000|    1700|0.71641322|  PASSED  
+          sts_serial|   3|    100000|    1700|0.70347035|  PASSED  
+          sts_serial|   4|    100000|    1700|0.62243769|  PASSED  
+          sts_serial|   4|    100000|    1700|0.49733460|  PASSED  
+          sts_serial|   5|    100000|    1700|0.83027883|  PASSED  
+          sts_serial|   5|    100000|    1700|0.29310567|  PASSED  
+          sts_serial|   6|    100000|    1700|0.70140417|  PASSED  
+          sts_serial|   6|    100000|    1700|0.52144357|  PASSED  
+          sts_serial|   7|    100000|    1700|0.04266698|  PASSED  
+          sts_serial|   7|    100000|    1700|0.00149197|   WEAK   
+          sts_serial|   8|    100000|    1700|0.30610432|  PASSED  
+          sts_serial|   8|    100000|    1700|0.00934316|  PASSED  
+          sts_serial|   9|    100000|    1700|0.54878347|  PASSED  
+          sts_serial|   9|    100000|    1700|0.60752522|  PASSED  
+          sts_serial|  10|    100000|    1700|0.43286110|  PASSED  
+          sts_serial|  10|    100000|    1700|0.45373918|  PASSED  
+          sts_serial|  11|    100000|    1700|0.07602053|  PASSED  
+          sts_serial|  11|    100000|    1700|0.04644017|  PASSED  
+          sts_serial|  12|    100000|    1700|0.50105416|  PASSED  
+          sts_serial|  12|    100000|    1700|0.59916935|  PASSED  
+          sts_serial|  13|    100000|    1700|0.71681850|  PASSED  
+          sts_serial|  13|    100000|    1700|0.30969231|  PASSED  
+          sts_serial|  14|    100000|    1700|0.88845616|  PASSED  
+          sts_serial|  14|    100000|    1700|0.60075207|  PASSED  
+          sts_serial|  15|    100000|    1700|0.20434702|  PASSED  
+          sts_serial|  15|    100000|    1700|0.48959599|  PASSED  
+          sts_serial|  16|    100000|    1700|0.98447746|  PASSED  
+          sts_serial|  16|    100000|    1700|0.83867799|  PASSED  
+          sts_serial|   1|    100000|    1800|0.58627801|  PASSED  
+          sts_serial|   2|    100000|    1800|0.98011063|  PASSED  
+          sts_serial|   3|    100000|    1800|0.77687580|  PASSED  
+          sts_serial|   3|    100000|    1800|0.73110104|  PASSED  
+          sts_serial|   4|    100000|    1800|0.47989786|  PASSED  
+          sts_serial|   4|    100000|    1800|0.45100274|  PASSED  
+          sts_serial|   5|    100000|    1800|0.83153314|  PASSED  
+          sts_serial|   5|    100000|    1800|0.33507173|  PASSED  
+          sts_serial|   6|    100000|    1800|0.36943890|  PASSED  
+          sts_serial|   6|    100000|    1800|0.45533320|  PASSED  
+          sts_serial|   7|    100000|    1800|0.04772195|  PASSED  
+          sts_serial|   7|    100000|    1800|0.00223851|   WEAK   
+          sts_serial|   8|    100000|    1800|0.54716709|  PASSED  
+          sts_serial|   8|    100000|    1800|0.01703973|  PASSED  
+          sts_serial|   9|    100000|    1800|0.59021583|  PASSED  
+          sts_serial|   9|    100000|    1800|0.30023970|  PASSED  
+          sts_serial|  10|    100000|    1800|0.29010593|  PASSED  
+          sts_serial|  10|    100000|    1800|0.27946468|  PASSED  
+          sts_serial|  11|    100000|    1800|0.09680659|  PASSED  
+          sts_serial|  11|    100000|    1800|0.03906677|  PASSED  
+          sts_serial|  12|    100000|    1800|0.32254234|  PASSED  
+          sts_serial|  12|    100000|    1800|0.49988569|  PASSED  
+          sts_serial|  13|    100000|    1800|0.57219382|  PASSED  
+          sts_serial|  13|    100000|    1800|0.29760085|  PASSED  
+          sts_serial|  14|    100000|    1800|0.81229863|  PASSED  
+          sts_serial|  14|    100000|    1800|0.69796981|  PASSED  
+          sts_serial|  15|    100000|    1800|0.44633976|  PASSED  
+          sts_serial|  15|    100000|    1800|0.27286585|  PASSED  
+          sts_serial|  16|    100000|    1800|0.96307867|  PASSED  
+          sts_serial|  16|    100000|    1800|0.72486610|  PASSED  
+          sts_serial|   1|    100000|    1900|0.75862642|  PASSED  
+          sts_serial|   2|    100000|    1900|0.97508292|  PASSED  
+          sts_serial|   3|    100000|    1900|0.57052065|  PASSED  
+          sts_serial|   3|    100000|    1900|0.90572245|  PASSED  
+          sts_serial|   4|    100000|    1900|0.38913217|  PASSED  
+          sts_serial|   4|    100000|    1900|0.58588475|  PASSED  
+          sts_serial|   5|    100000|    1900|0.88828104|  PASSED  
+          sts_serial|   5|    100000|    1900|0.31880379|  PASSED  
+          sts_serial|   6|    100000|    1900|0.36276708|  PASSED  
+          sts_serial|   6|    100000|    1900|0.51418500|  PASSED  
+          sts_serial|   7|    100000|    1900|0.05268077|  PASSED  
+          sts_serial|   7|    100000|    1900|0.00210539|   WEAK   
+          sts_serial|   8|    100000|    1900|0.73113743|  PASSED  
+          sts_serial|   8|    100000|    1900|0.01971416|  PASSED  
+          sts_serial|   9|    100000|    1900|0.66459759|  PASSED  
+          sts_serial|   9|    100000|    1900|0.22773934|  PASSED  
+          sts_serial|  10|    100000|    1900|0.44611405|  PASSED  
+          sts_serial|  10|    100000|    1900|0.21677275|  PASSED  
+          sts_serial|  11|    100000|    1900|0.06766129|  PASSED  
+          sts_serial|  11|    100000|    1900|0.02085774|  PASSED  
+          sts_serial|  12|    100000|    1900|0.23775078|  PASSED  
+          sts_serial|  12|    100000|    1900|0.49416831|  PASSED  
+          sts_serial|  13|    100000|    1900|0.66510739|  PASSED  
+          sts_serial|  13|    100000|    1900|0.22445717|  PASSED  
+          sts_serial|  14|    100000|    1900|0.70173255|  PASSED  
+          sts_serial|  14|    100000|    1900|0.58186778|  PASSED  
+          sts_serial|  15|    100000|    1900|0.37810628|  PASSED  
+          sts_serial|  15|    100000|    1900|0.19459492|  PASSED  
+          sts_serial|  16|    100000|    1900|0.99092844|  PASSED  
+          sts_serial|  16|    100000|    1900|0.72455520|  PASSED  
+          sts_serial|   1|    100000|    2000|0.50185498|  PASSED  
+          sts_serial|   2|    100000|    2000|0.94671319|  PASSED  
+          sts_serial|   3|    100000|    2000|0.49494481|  PASSED  
+          sts_serial|   3|    100000|    2000|0.96843881|  PASSED  
+          sts_serial|   4|    100000|    2000|0.34386068|  PASSED  
+          sts_serial|   4|    100000|    2000|0.36958380|  PASSED  
+          sts_serial|   5|    100000|    2000|0.70726676|  PASSED  
+          sts_serial|   5|    100000|    2000|0.35828509|  PASSED  
+          sts_serial|   6|    100000|    2000|0.35570236|  PASSED  
+          sts_serial|   6|    100000|    2000|0.59079599|  PASSED  
+          sts_serial|   7|    100000|    2000|0.04513913|  PASSED  
+          sts_serial|   7|    100000|    2000|0.00199436|   WEAK   
+          sts_serial|   8|    100000|    2000|0.74561405|  PASSED  
+          sts_serial|   8|    100000|    2000|0.01336202|  PASSED  
+          sts_serial|   9|    100000|    2000|0.57185834|  PASSED  
+          sts_serial|   9|    100000|    2000|0.24424734|  PASSED  
+          sts_serial|  10|    100000|    2000|0.49247842|  PASSED  
+          sts_serial|  10|    100000|    2000|0.18455062|  PASSED  
+          sts_serial|  11|    100000|    2000|0.10555616|  PASSED  
+          sts_serial|  11|    100000|    2000|0.01363137|  PASSED  
+          sts_serial|  12|    100000|    2000|0.23290045|  PASSED  
+          sts_serial|  12|    100000|    2000|0.37989284|  PASSED  
+          sts_serial|  13|    100000|    2000|0.85301514|  PASSED  
+          sts_serial|  13|    100000|    2000|0.24974837|  PASSED  
+          sts_serial|  14|    100000|    2000|0.57041912|  PASSED  
+          sts_serial|  14|    100000|    2000|0.47576450|  PASSED  
+          sts_serial|  15|    100000|    2000|0.35127341|  PASSED  
+          sts_serial|  15|    100000|    2000|0.10414440|  PASSED  
+          sts_serial|  16|    100000|    2000|0.98328739|  PASSED  
+          sts_serial|  16|    100000|    2000|0.79169835|  PASSED  
+          sts_serial|   1|    100000|    2100|0.47490098|  PASSED  
+          sts_serial|   2|    100000|    2100|0.84414482|  PASSED  
+          sts_serial|   3|    100000|    2100|0.50143598|  PASSED  
+          sts_serial|   3|    100000|    2100|0.95422605|  PASSED  
+          sts_serial|   4|    100000|    2100|0.37916453|  PASSED  
+          sts_serial|   4|    100000|    2100|0.30775747|  PASSED  
+          sts_serial|   5|    100000|    2100|0.56741394|  PASSED  
+          sts_serial|   5|    100000|    2100|0.56506493|  PASSED  
+          sts_serial|   6|    100000|    2100|0.28592773|  PASSED  
+          sts_serial|   6|    100000|    2100|0.52026019|  PASSED  
+          sts_serial|   7|    100000|    2100|0.09699332|  PASSED  
+          sts_serial|   7|    100000|    2100|0.00299178|   WEAK   
+          sts_serial|   8|    100000|    2100|0.81269842|  PASSED  
+          sts_serial|   8|    100000|    2100|0.02348495|  PASSED  
+          sts_serial|   9|    100000|    2100|0.62895590|  PASSED  
+          sts_serial|   9|    100000|    2100|0.19754659|  PASSED  
+          sts_serial|  10|    100000|    2100|0.71972641|  PASSED  
+          sts_serial|  10|    100000|    2100|0.22902343|  PASSED  
+          sts_serial|  11|    100000|    2100|0.09595733|  PASSED  
+          sts_serial|  11|    100000|    2100|0.00718452|  PASSED  
+          sts_serial|  12|    100000|    2100|0.23922763|  PASSED  
+          sts_serial|  12|    100000|    2100|0.52839650|  PASSED  
+          sts_serial|  13|    100000|    2100|0.90758620|  PASSED  
+          sts_serial|  13|    100000|    2100|0.30996045|  PASSED  
+          sts_serial|  14|    100000|    2100|0.55852599|  PASSED  
+          sts_serial|  14|    100000|    2100|0.44590008|  PASSED  
+          sts_serial|  15|    100000|    2100|0.32624015|  PASSED  
+          sts_serial|  15|    100000|    2100|0.09377023|  PASSED  
+          sts_serial|  16|    100000|    2100|0.98865059|  PASSED  
+          sts_serial|  16|    100000|    2100|0.59357838|  PASSED  
+          sts_serial|   1|    100000|    2200|0.44918609|  PASSED  
+          sts_serial|   2|    100000|    2200|0.80728270|  PASSED  
+          sts_serial|   3|    100000|    2200|0.61163760|  PASSED  
+          sts_serial|   3|    100000|    2200|0.99877518|   WEAK   
+          sts_serial|   4|    100000|    2200|0.32402755|  PASSED  
+          sts_serial|   4|    100000|    2200|0.50853106|  PASSED  
+          sts_serial|   5|    100000|    2200|0.57173050|  PASSED  
+          sts_serial|   5|    100000|    2200|0.74843643|  PASSED  
+          sts_serial|   6|    100000|    2200|0.58043723|  PASSED  
+          sts_serial|   6|    100000|    2200|0.76916150|  PASSED  
+          sts_serial|   7|    100000|    2200|0.15306859|  PASSED  
+          sts_serial|   7|    100000|    2200|0.00580800|  PASSED  
+          sts_serial|   8|    100000|    2200|0.80843841|  PASSED  
+          sts_serial|   8|    100000|    2200|0.03071090|  PASSED  
+          sts_serial|   9|    100000|    2200|0.68316272|  PASSED  
+          sts_serial|   9|    100000|    2200|0.27354677|  PASSED  
+          sts_serial|  10|    100000|    2200|0.82402928|  PASSED  
+          sts_serial|  10|    100000|    2200|0.27790257|  PASSED  
+          sts_serial|  11|    100000|    2200|0.09262009|  PASSED  
+          sts_serial|  11|    100000|    2200|0.01086558|  PASSED  
+          sts_serial|  12|    100000|    2200|0.24453638|  PASSED  
+          sts_serial|  12|    100000|    2200|0.52323854|  PASSED  
+          sts_serial|  13|    100000|    2200|0.88898826|  PASSED  
+          sts_serial|  13|    100000|    2200|0.29584341|  PASSED  
+          sts_serial|  14|    100000|    2200|0.59752375|  PASSED  
+          sts_serial|  14|    100000|    2200|0.39102616|  PASSED  
+          sts_serial|  15|    100000|    2200|0.43704260|  PASSED  
+          sts_serial|  15|    100000|    2200|0.13260799|  PASSED  
+          sts_serial|  16|    100000|    2200|0.99015086|  PASSED  
+          sts_serial|  16|    100000|    2200|0.52197271|  PASSED  
+          sts_serial|   1|    100000|    2300|0.44755305|  PASSED  
+          sts_serial|   2|    100000|    2300|0.86508985|  PASSED  
+          sts_serial|   3|    100000|    2300|0.70274787|  PASSED  
+          sts_serial|   3|    100000|    2300|0.98228774|  PASSED  
+          sts_serial|   4|    100000|    2300|0.32533810|  PASSED  
+          sts_serial|   4|    100000|    2300|0.42352819|  PASSED  
+          sts_serial|   5|    100000|    2300|0.58385424|  PASSED  
+          sts_serial|   5|    100000|    2300|0.78151515|  PASSED  
+          sts_serial|   6|    100000|    2300|0.72391324|  PASSED  
+          sts_serial|   6|    100000|    2300|0.61981085|  PASSED  
+          sts_serial|   7|    100000|    2300|0.15893656|  PASSED  
+          sts_serial|   7|    100000|    2300|0.01481637|  PASSED  
+          sts_serial|   8|    100000|    2300|0.83467699|  PASSED  
+          sts_serial|   8|    100000|    2300|0.03116149|  PASSED  
+          sts_serial|   9|    100000|    2300|0.72801965|  PASSED  
+          sts_serial|   9|    100000|    2300|0.20434985|  PASSED  
+          sts_serial|  10|    100000|    2300|0.79508708|  PASSED  
+          sts_serial|  10|    100000|    2300|0.25943233|  PASSED  
+          sts_serial|  11|    100000|    2300|0.05806935|  PASSED  
+          sts_serial|  11|    100000|    2300|0.01133229|  PASSED  
+          sts_serial|  12|    100000|    2300|0.32280893|  PASSED  
+          sts_serial|  12|    100000|    2300|0.46947576|  PASSED  
+          sts_serial|  13|    100000|    2300|0.91825546|  PASSED  
+          sts_serial|  13|    100000|    2300|0.30479787|  PASSED  
+          sts_serial|  14|    100000|    2300|0.50360900|  PASSED  
+          sts_serial|  14|    100000|    2300|0.24722754|  PASSED  
+          sts_serial|  15|    100000|    2300|0.51102753|  PASSED  
+          sts_serial|  15|    100000|    2300|0.07958363|  PASSED  
+          sts_serial|  16|    100000|    2300|0.99087437|  PASSED  
+          sts_serial|  16|    100000|    2300|0.86245064|  PASSED  
+         rgb_bitdist|   1|    100000|     100|0.84299386|  PASSED  
+         rgb_bitdist|   2|    100000|     100|0.77136192|  PASSED  
+         rgb_bitdist|   3|    100000|     100|0.16094576|  PASSED  
+         rgb_bitdist|   4|    100000|     100|0.82786506|  PASSED  
+         rgb_bitdist|   5|    100000|     100|0.65614955|  PASSED  
+         rgb_bitdist|   6|    100000|     100|0.20409618|  PASSED  
+         rgb_bitdist|   7|    100000|     100|0.51982583|  PASSED  
+         rgb_bitdist|   8|    100000|     100|0.57119684|  PASSED  
+         rgb_bitdist|   9|    100000|     100|0.93699028|  PASSED  
+         rgb_bitdist|  10|    100000|     100|0.14851199|  PASSED  
+         rgb_bitdist|  11|    100000|     100|0.32072911|  PASSED  
+         rgb_bitdist|  12|    100000|     100|0.71985848|  PASSED  
+rgb_minimum_distance|   2|     10000|    1000|0.58669648|  PASSED  
+rgb_minimum_distance|   3|     10000|    1000|0.70067921|  PASSED  
+rgb_minimum_distance|   4|     10000|    1000|0.56029570|  PASSED  
+rgb_minimum_distance|   5|     10000|    1000|0.03218202|  PASSED  
+    rgb_permutations|   2|    100000|     100|0.10089228|  PASSED  
+    rgb_permutations|   3|    100000|     100|0.81993233|  PASSED  
+    rgb_permutations|   4|    100000|     100|0.35169436|  PASSED  
+    rgb_permutations|   5|    100000|     100|0.95915086|  PASSED  
+      rgb_lagged_sum|   0|   1000000|     100|0.47547304|  PASSED  
+      rgb_lagged_sum|   1|   1000000|     100|0.99764818|   WEAK   
+      rgb_lagged_sum|   1|   1000000|     200|0.59742695|  PASSED  
+      rgb_lagged_sum|   2|   1000000|     100|0.09261855|  PASSED  
+      rgb_lagged_sum|   3|   1000000|     100|0.94553898|  PASSED  
+      rgb_lagged_sum|   4|   1000000|     100|0.99708960|   WEAK   
+      rgb_lagged_sum|   4|   1000000|     200|0.30445032|  PASSED  
+      rgb_lagged_sum|   5|   1000000|     100|0.17537517|  PASSED  
+      rgb_lagged_sum|   6|   1000000|     100|0.68796973|  PASSED  
+      rgb_lagged_sum|   7|   1000000|     100|0.23050463|  PASSED  
+      rgb_lagged_sum|   8|   1000000|     100|0.19961188|  PASSED  
+      rgb_lagged_sum|   9|   1000000|     100|0.25228769|  PASSED  
+      rgb_lagged_sum|  10|   1000000|     100|0.33034369|  PASSED  
+      rgb_lagged_sum|  11|   1000000|     100|0.96894967|  PASSED  
+      rgb_lagged_sum|  12|   1000000|     100|0.22687060|  PASSED  
+      rgb_lagged_sum|  13|   1000000|     100|0.06439499|  PASSED  
+      rgb_lagged_sum|  14|   1000000|     100|0.78703319|  PASSED  
+      rgb_lagged_sum|  15|   1000000|     100|0.37057974|  PASSED  
+      rgb_lagged_sum|  16|   1000000|     100|0.72612544|  PASSED  
+      rgb_lagged_sum|  17|   1000000|     100|0.98517311|  PASSED  
+      rgb_lagged_sum|  18|   1000000|     100|0.74679052|  PASSED  
+      rgb_lagged_sum|  19|   1000000|     100|0.89983005|  PASSED  
+      rgb_lagged_sum|  20|   1000000|     100|0.40325651|  PASSED  
+      rgb_lagged_sum|  21|   1000000|     100|0.45127906|  PASSED  
+      rgb_lagged_sum|  22|   1000000|     100|0.25602012|  PASSED  
+      rgb_lagged_sum|  23|   1000000|     100|0.45346967|  PASSED  
+      rgb_lagged_sum|  24|   1000000|     100|0.73107982|  PASSED  
+      rgb_lagged_sum|  25|   1000000|     100|0.46672596|  PASSED  
+      rgb_lagged_sum|  26|   1000000|     100|0.77836826|  PASSED  
+      rgb_lagged_sum|  27|   1000000|     100|0.87491781|  PASSED  
+      rgb_lagged_sum|  28|   1000000|     100|0.94292289|  PASSED  
+      rgb_lagged_sum|  29|   1000000|     100|0.95504266|  PASSED  
+      rgb_lagged_sum|  30|   1000000|     100|0.22599821|  PASSED  
+      rgb_lagged_sum|  31|   1000000|     100|0.69815285|  PASSED  
+      rgb_lagged_sum|  32|   1000000|     100|0.08943179|  PASSED  
+     rgb_kstest_test|   0|     10000|    1000|0.20323250|  PASSED  
+     dab_bytedistrib|   0|  51200000|       1|0.23346032|  PASSED  
+             dab_dct| 256|     50000|       1|0.02458160|  PASSED  
+Preparing to run test 207.  ntuple = 0
+        dab_filltree|  32|  15000000|       1|0.10654186|  PASSED  
+        dab_filltree|  32|  15000000|       1|0.98020536|  PASSED  
+Preparing to run test 208.  ntuple = 0
+       dab_filltree2|   0|   5000000|       1|0.44472851|  PASSED  
+       dab_filltree2|   1|   5000000|       1|0.80526071|  PASSED  
+Preparing to run test 209.  ntuple = 0
+        dab_monobit2|  12|  65000000|       1|0.91826083|  PASSED  
+# 
+# Test duration: 158.92324526918335 minutes
+# 
diff --git a/src/site/resources/txt/userguide/rng/stress/dh/run_2/dh_9 b/src/site/resources/txt/userguide/rng/stress/dh/run_2/dh_9
new file mode 100644
index 000000000..e9751de1e
--- /dev/null
+++ b/src/site/resources/txt/userguide/rng/stress/dh/run_2/dh_9
@@ -0,0 +1,175 @@
+# 
+# RNG: org.apache.commons.math4.rng.internal.source32.ISAACRandom
+# 
+# Java: 1.8.0_66
+# Runtime: 1.8.0_66-b17
+# JVM: Java HotSpot(TM) 64-Bit Server VM 25.66-b17
+# OS: Linux 3.16.0-4-amd64 amd64
+# 
+# Analyzer: /usr/bin/dieharder -a -g 200 -Y 1 -k 2 
+# 
+#=============================================================================#
+#            dieharder version 3.31.1 Copyright 2003 Robert G. Brown          #
+#=============================================================================#
+   rng_name    |rands/second|   Seed   |
+stdin_input_raw|  1.18e+07  | 497564842|
+#=============================================================================#
+        test_name   |ntup| tsamples |psamples|  p-value |Assessment
+#=============================================================================#
+   diehard_birthdays|   0|       100|     100|0.35374914|  PASSED  
+      diehard_operm5|   0|   1000000|     100|0.59069448|  PASSED  
+  diehard_rank_32x32|   0|     40000|     100|0.43612131|  PASSED  
+    diehard_rank_6x8|   0|    100000|     100|0.74197773|  PASSED  
+   diehard_bitstream|   0|   2097152|     100|0.83750479|  PASSED  
+        diehard_opso|   0|   2097152|     100|0.31158581|  PASSED  
+        diehard_oqso|   0|   2097152|     100|0.84060093|  PASSED  
+         diehard_dna|   0|   2097152|     100|0.42145904|  PASSED  
+diehard_count_1s_str|   0|    256000|     100|0.71132913|  PASSED  
+diehard_count_1s_byt|   0|    256000|     100|0.70714491|  PASSED  
+ diehard_parking_lot|   0|     12000|     100|0.54683180|  PASSED  
+    diehard_2dsphere|   2|      8000|     100|0.28081789|  PASSED  
+    diehard_3dsphere|   3|      4000|     100|0.78254047|  PASSED  
+     diehard_squeeze|   0|    100000|     100|0.92143241|  PASSED  
+        diehard_sums|   0|       100|     100|0.00010924|   WEAK   
+        diehard_sums|   0|       100|     200|0.00003613|   WEAK   
+        diehard_sums|   0|       100|     300|0.00013445|   WEAK   
+        diehard_sums|   0|       100|     400|0.00010952|   WEAK   
+        diehard_sums|   0|       100|     500|0.00000919|   WEAK   
+        diehard_sums|   0|       100|     600|0.00000165|   WEAK   
+        diehard_sums|   0|       100|     700|0.00000016|  FAILED  
+        diehard_runs|   0|    100000|     100|0.34008263|  PASSED  
+        diehard_runs|   0|    100000|     100|0.00670337|  PASSED  
+       diehard_craps|   0|    200000|     100|0.93617848|  PASSED  
+       diehard_craps|   0|    200000|     100|0.11439052|  PASSED  
+ marsaglia_tsang_gcd|   0|  10000000|     100|0.87864160|  PASSED  
+ marsaglia_tsang_gcd|   0|  10000000|     100|0.29279911|  PASSED  
+         sts_monobit|   1|    100000|     100|0.97322027|  PASSED  
+            sts_runs|   2|    100000|     100|0.32151434|  PASSED  
+          sts_serial|   1|    100000|     100|0.45816918|  PASSED  
+          sts_serial|   2|    100000|     100|0.05693067|  PASSED  
+          sts_serial|   3|    100000|     100|0.27177228|  PASSED  
+          sts_serial|   3|    100000|     100|0.62784580|  PASSED  
+          sts_serial|   4|    100000|     100|0.30933771|  PASSED  
+          sts_serial|   4|    100000|     100|0.80494271|  PASSED  
+          sts_serial|   5|    100000|     100|0.94943059|  PASSED  
+          sts_serial|   5|    100000|     100|0.20993620|  PASSED  
+          sts_serial|   6|    100000|     100|0.90542502|  PASSED  
+          sts_serial|   6|    100000|     100|0.86467206|  PASSED  
+          sts_serial|   7|    100000|     100|0.56421895|  PASSED  
+          sts_serial|   7|    100000|     100|0.86877060|  PASSED  
+          sts_serial|   8|    100000|     100|0.98525616|  PASSED  
+          sts_serial|   8|    100000|     100|0.28527702|  PASSED  
+          sts_serial|   9|    100000|     100|0.63916254|  PASSED  
+          sts_serial|   9|    100000|     100|0.12606074|  PASSED  
+          sts_serial|  10|    100000|     100|0.48519022|  PASSED  
+          sts_serial|  10|    100000|     100|0.79594465|  PASSED  
+          sts_serial|  11|    100000|     100|0.19871085|  PASSED  
+          sts_serial|  11|    100000|     100|0.19029163|  PASSED  
+          sts_serial|  12|    100000|     100|0.82889857|  PASSED  
+          sts_serial|  12|    100000|     100|0.03457363|  PASSED  
+          sts_serial|  13|    100000|     100|0.85973678|  PASSED  
+          sts_serial|  13|    100000|     100|0.36479869|  PASSED  
+          sts_serial|  14|    100000|     100|0.54213412|  PASSED  
+          sts_serial|  14|    100000|     100|0.99810579|   WEAK   
+          sts_serial|  15|    100000|     100|0.24295957|  PASSED  
+          sts_serial|  15|    100000|     100|0.10399853|  PASSED  
+          sts_serial|  16|    100000|     100|0.69927942|  PASSED  
+          sts_serial|  16|    100000|     100|0.25609478|  PASSED  
+          sts_serial|   1|    100000|     200|0.15012642|  PASSED  
+          sts_serial|   2|    100000|     200|0.44808137|  PASSED  
+          sts_serial|   3|    100000|     200|0.62375609|  PASSED  
+          sts_serial|   3|    100000|     200|0.81806595|  PASSED  
+          sts_serial|   4|    100000|     200|0.64167235|  PASSED  
+          sts_serial|   4|    100000|     200|0.99198656|  PASSED  
+          sts_serial|   5|    100000|     200|0.69024667|  PASSED  
+          sts_serial|   5|    100000|     200|0.09311174|  PASSED  
+          sts_serial|   6|    100000|     200|0.76046917|  PASSED  
+          sts_serial|   6|    100000|     200|0.90897121|  PASSED  
+          sts_serial|   7|    100000|     200|0.40768604|  PASSED  
+          sts_serial|   7|    100000|     200|0.54661418|  PASSED  
+          sts_serial|   8|    100000|     200|0.47518217|  PASSED  
+          sts_serial|   8|    100000|     200|0.10192384|  PASSED  
+          sts_serial|   9|    100000|     200|0.19074350|  PASSED  
+          sts_serial|   9|    100000|     200|0.48858586|  PASSED  
+          sts_serial|  10|    100000|     200|0.78976019|  PASSED  
+          sts_serial|  10|    100000|     200|0.32778006|  PASSED  
+          sts_serial|  11|    100000|     200|0.67548835|  PASSED  
+          sts_serial|  11|    100000|     200|0.74458339|  PASSED  
+          sts_serial|  12|    100000|     200|0.95546290|  PASSED  
+          sts_serial|  12|    100000|     200|0.16110007|  PASSED  
+          sts_serial|  13|    100000|     200|0.31546551|  PASSED  
+          sts_serial|  13|    100000|     200|0.25978662|  PASSED  
+          sts_serial|  14|    100000|     200|0.02736663|  PASSED  
+          sts_serial|  14|    100000|     200|0.16251749|  PASSED  
+          sts_serial|  15|    100000|     200|0.78060042|  PASSED  
+          sts_serial|  15|    100000|     200|0.20094257|  PASSED  
+          sts_serial|  16|    100000|     200|0.48697350|  PASSED  
+          sts_serial|  16|    100000|     200|0.43392026|  PASSED  
+         rgb_bitdist|   1|    100000|     100|0.08388708|  PASSED  
+         rgb_bitdist|   2|    100000|     100|0.74624476|  PASSED  
+         rgb_bitdist|   3|    100000|     100|0.96873964|  PASSED  
+         rgb_bitdist|   4|    100000|     100|0.65143929|  PASSED  
+         rgb_bitdist|   5|    100000|     100|0.83496501|  PASSED  
+         rgb_bitdist|   6|    100000|     100|0.67105685|  PASSED  
+         rgb_bitdist|   7|    100000|     100|0.29809745|  PASSED  
+         rgb_bitdist|   8|    100000|     100|0.94043550|  PASSED  
+         rgb_bitdist|   9|    100000|     100|0.97347808|  PASSED  
+         rgb_bitdist|  10|    100000|     100|0.99348777|  PASSED  
+         rgb_bitdist|  11|    100000|     100|0.41763768|  PASSED  
+         rgb_bitdist|  12|    100000|     100|0.03098129|  PASSED  
+rgb_minimum_distance|   2|     10000|    1000|0.31530075|  PASSED  
+rgb_minimum_distance|   3|     10000|    1000|0.81456839|  PASSED  
+rgb_minimum_distance|   4|     10000|    1000|0.36921067|  PASSED  
+rgb_minimum_distance|   5|     10000|    1000|0.90733972|  PASSED  
+    rgb_permutations|   2|    100000|     100|0.34952033|  PASSED  
+    rgb_permutations|   3|    100000|     100|0.43945554|  PASSED  
+    rgb_permutations|   4|    100000|     100|0.78184214|  PASSED  
+    rgb_permutations|   5|    100000|     100|0.39033347|  PASSED  
+      rgb_lagged_sum|   0|   1000000|     100|0.93704275|  PASSED  
+      rgb_lagged_sum|   1|   1000000|     100|0.98747394|  PASSED  
+      rgb_lagged_sum|   2|   1000000|     100|0.44799883|  PASSED  
+      rgb_lagged_sum|   3|   1000000|     100|0.19630019|  PASSED  
+      rgb_lagged_sum|   4|   1000000|     100|0.09039870|  PASSED  
+      rgb_lagged_sum|   5|   1000000|     100|0.33906385|  PASSED  
+      rgb_lagged_sum|   6|   1000000|     100|0.43332179|  PASSED  
+      rgb_lagged_sum|   7|   1000000|     100|0.69585324|  PASSED  
+      rgb_lagged_sum|   8|   1000000|     100|0.83947414|  PASSED  
+      rgb_lagged_sum|   9|   1000000|     100|0.65175667|  PASSED  
+      rgb_lagged_sum|  10|   1000000|     100|0.51247847|  PASSED  
+      rgb_lagged_sum|  11|   1000000|     100|0.14010074|  PASSED  
+      rgb_lagged_sum|  12|   1000000|     100|0.99722066|   WEAK   
+      rgb_lagged_sum|  12|   1000000|     200|0.96500133|  PASSED  
+      rgb_lagged_sum|  13|   1000000|     100|0.80390216|  PASSED  
+      rgb_lagged_sum|  14|   1000000|     100|0.18909264|  PASSED  
+      rgb_lagged_sum|  15|   1000000|     100|0.78289464|  PASSED  
+      rgb_lagged_sum|  16|   1000000|     100|0.92852678|  PASSED  
+      rgb_lagged_sum|  17|   1000000|     100|0.70690359|  PASSED  
+      rgb_lagged_sum|  18|   1000000|     100|0.28389751|  PASSED  
+      rgb_lagged_sum|  19|   1000000|     100|0.26175376|  PASSED  
+      rgb_lagged_sum|  20|   1000000|     100|0.40097449|  PASSED  
+      rgb_lagged_sum|  21|   1000000|     100|0.93922485|  PASSED  
+      rgb_lagged_sum|  22|   1000000|     100|0.62567689|  PASSED  
+      rgb_lagged_sum|  23|   1000000|     100|0.63904120|  PASSED  
+      rgb_lagged_sum|  24|   1000000|     100|0.68885659|  PASSED  
+      rgb_lagged_sum|  25|   1000000|     100|0.52922307|  PASSED  
+      rgb_lagged_sum|  26|   1000000|     100|0.76450329|  PASSED  
+      rgb_lagged_sum|  27|   1000000|     100|0.85008648|  PASSED  
+      rgb_lagged_sum|  28|   1000000|     100|0.13351208|  PASSED  
+      rgb_lagged_sum|  29|   1000000|     100|0.63907788|  PASSED  
+      rgb_lagged_sum|  30|   1000000|     100|0.92353327|  PASSED  
+      rgb_lagged_sum|  31|   1000000|     100|0.72849039|  PASSED  
+      rgb_lagged_sum|  32|   1000000|     100|0.90021014|  PASSED  
+     rgb_kstest_test|   0|     10000|    1000|0.60184224|  PASSED  
+     dab_bytedistrib|   0|  51200000|       1|0.42241921|  PASSED  
+             dab_dct| 256|     50000|       1|0.18173767|  PASSED  
+Preparing to run test 207.  ntuple = 0
+        dab_filltree|  32|  15000000|       1|0.36572673|  PASSED  
+        dab_filltree|  32|  15000000|       1|0.69629195|  PASSED  
+Preparing to run test 208.  ntuple = 0
+       dab_filltree2|   0|   5000000|       1|0.27853367|  PASSED  
+       dab_filltree2|   1|   5000000|       1|0.50830727|  PASSED  
+Preparing to run test 209.  ntuple = 0
+        dab_monobit2|  12|  65000000|       1|0.85962195|  PASSED  
+# 
+# Test duration: 147.66484655655 minutes
+# 
diff --git a/src/site/resources/txt/userguide/rng/stress/tu/run_1/tu_1 b/src/site/resources/txt/userguide/rng/stress/tu/run_1/tu_1
new file mode 100644
index 000000000..628452358
--- /dev/null
+++ b/src/site/resources/txt/userguide/rng/stress/tu/run_1/tu_1
@@ -0,0 +1,3882 @@
+# 
+# RNG: org.apache.commons.math4.rng.internal.source32.JDKRandom
+# 
+# Java: 1.8.0_66
+# Runtime: 1.8.0_66-b17
+# JVM: Java HotSpot(TM) 64-Bit Server VM 25.66-b17
+# OS: Linux 3.16.0-4-amd64 amd64
+# 
+# Analyzer: ./stdin2testu01 BigCrush 
+# 
+xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
+                 Starting BigCrush
+                 Version: TestU01 1.2.3
+xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
+
+
+***********************************************************
+Test smarsa_SerialOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N =  1,  n = 1000000000,  r =  0,   d =  256,   t =  3,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =           16777216
+       Expected number per cell =   59.604645
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =   0.0083558402,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          : 16711680
+Value of the statistic                : 1.99e+9
+p-value of test                       :   eps      *****
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:59.81
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_SerialOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N =  1,  n = 1000000000,  r = 22,   d =  256,   t =  3,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =           16777216
+       Expected number per cell =   59.604645
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =   0.0083558402,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          : 16711680
+Value of the statistic                : 1.67e+7
+p-value of test                       :  4.2e-3
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:39.36
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  0,   d = 2097152,   t =  2,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :        0
+p-value of test                       : 1 - eps1    *****
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795333120
+  j =  1                              :        600000000
+  j =  2                              :                0
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:04:56.37
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  9,   d = 2097152,   t =  2,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1335
+p-value of test                       :    0.78
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334455
+  j =  1                              :        599997330
+  j =  2                              :             1335
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:04:20.59
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  0,   d = 16384,   t =  3,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :        0
+p-value of test                       : 1 - eps1    *****
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795333120
+  j =  1                              :        600000000
+  j =  2                              :                0
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:05:31.36
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r = 16,   d = 16384,   t =  3,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1405
+p-value of test                       :    0.14
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334525
+  j =  1                              :        599997190
+  j =  2                              :             1405
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:05:30.79
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  0,   d =   64,   t =  7,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         : 348341580
+p-value of test                       :   eps      *****
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131941143674700
+  j =  1                              :              180
+  j =  2                              :        154974900
+  j =  3                              :         96683340
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:05:37.50
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r = 24,   d =   64,   t =  7,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1337
+p-value of test                       :    0.76
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334457
+  j =  1                              :        599997326
+  j =  2                              :             1337
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:05:29.25
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  0,   d =    8,   t = 14,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         : 348341381
+p-value of test                       :   eps      *****
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131941143674501
+  j =  1                              :              379
+  j =  2                              :        154975099
+  j =  3                              :         96683141
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:04:32.00
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r = 27,   d =    8,   t = 14,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1341
+p-value of test                       :    0.73
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334461
+  j =  1                              :        599997318
+  j =  2                              :             1341
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:05:24.46
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  0,   d =    4,   t = 21,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         : 348341180
+p-value of test                       :   eps      *****
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131941143674300
+  j =  1                              :              580
+  j =  2                              :        154975300
+  j =  3                              :         96682940
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:05:25.94
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r = 28,   d =    4,   t = 21,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1376
+p-value of test                       :    0.38
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334496
+  j =  1                              :        599997248
+  j =  2                              :             1376
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:07:52.76
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 100,  n = 10000000,  r =  0,    d = 2147483648,    t = 2,    p = 1
+
+
+      Number of cells = d^t = 4611686018427387904
+      Lambda = Poisson mean =      54.2101
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    5421.01
+Total observed number                 : 11932277
+p-value of test                       :   eps      *****
+
+
+-----------------------------------------------
+CPU time used                    :  00:04:24.28
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 20000000,  r =  0,    d = 2097152,    t = 3,    p = 1
+
+
+      Number of cells = d^t = 9223372036854775808
+      Lambda = Poisson mean =     216.8404
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    4336.81
+Total observed number                 : 201409327
+p-value of test                       :   eps      *****
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:55.26
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 30000000,  r = 14,    d = 65536,    t = 4,    p = 1
+
+
+      Number of cells = d^t = 18446744073709551616
+      Lambda = Poisson mean =     365.9182
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    7318.36
+Total observed number                 : 4281972
+p-value of test                       :   eps      *****
+
+
+-----------------------------------------------
+CPU time used                    :  00:03:15.55
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 20000000,  r =  0,    d = 512,    t = 7,    p = 1
+
+
+      Number of cells = d^t = 9223372036854775808
+      Lambda = Poisson mean =     216.8404
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    4336.81
+Total observed number                 : 396234610
+p-value of test                       :   eps      *****
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:05.72
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 20000000,  r =  7,    d = 512,    t = 7,    p = 1
+
+
+      Number of cells = d^t = 9223372036854775808
+      Lambda = Poisson mean =     216.8404
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    4336.81
+Total observed number                 : 313496568
+p-value of test                       :   eps      *****
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:22.26
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 30000000,  r = 14,    d = 256,    t = 8,    p = 1
+
+
+      Number of cells = d^t = 18446744073709551616
+      Lambda = Poisson mean =     365.9182
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    7318.36
+Total observed number                 : 85304229
+p-value of test                       :   eps      *****
+
+
+-----------------------------------------------
+CPU time used                    :  00:03:57.89
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 30000000,  r = 22,    d = 256,    t = 8,    p = 1
+
+
+      Number of cells = d^t = 18446744073709551616
+      Lambda = Poisson mean =     365.9182
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    7318.36
+Total observed number                 :  745503
+p-value of test                       :   eps      *****
+
+
+-----------------------------------------------
+CPU time used                    :  00:03:56.14
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 30000000,  r =  0,    d = 16,    t = 16,    p = 1
+
+
+      Number of cells = d^t = 18446744073709551616
+      Lambda = Poisson mean =     365.9182
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    7318.36
+Total observed number                 : 595349080
+p-value of test                       :   eps      *****
+
+
+-----------------------------------------------
+CPU time used                    :  00:04:03.40
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 30000000,  r = 26,    d = 16,    t = 16,    p = 1
+
+
+      Number of cells = d^t = 18446744073709551616
+      Lambda = Poisson mean =     365.9182
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    7318.36
+Total observed number                 : 5165123
+p-value of test                       :   eps      *****
+
+
+-----------------------------------------------
+CPU time used                    :  00:05:30.52
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+snpair_ClosePairs test:
+-----------------------------------------------
+   N = 30,  n = 6000000,  r =  0,  t = 3,  p = 0,  m = 30,  Torus =  TRUE
+
+*********  WARNING in file  ../../probdist/gofs.c  on line  462
+*********  gofs_AndersonDarling:   N <= 0
+*********  WARNING in file  ../../probdist/fbar.c  on line  499
+*********  fbar_AndersonDarling:   N < 1
+
+---------------------------------------
+Test based on the 2 nearest points (NP):
+
+Stat. AD on the N values (NP)         : 1072.10
+p-value of test                       :   eps      *****
+
+
+A2 test based on the spacings between the
+   successive jump times of process Y_n(t):
+
+A2 test on the values of A2 (m-NP)    :  672.27
+p-value of test                       :4.1e-294    *****
+
+Test on the Nm values of W_{n,i}(mNP1):  699.85
+p-value of test                       :   eps      *****
+
+Test on the jump times of Y
+   (superposition of Yn):
+
+Expected number of jumps of Y = mN    :     900
+Number of jumps of Y                  :       0
+p-value of test                       : 1 - eps1    *****
+
+-----------------------------------------------
+CPU time used                    :  00:03:21.27
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+snpair_ClosePairs test:
+-----------------------------------------------
+   N = 20,  n = 4000000,  r =  0,  t = 5,  p = 0,  m = 30,  Torus =  TRUE
+
+*********  WARNING in file  ../../probdist/gofs.c  on line  462
+*********  gofs_AndersonDarling:   N <= 0
+*********  WARNING in file  ../../probdist/fbar.c  on line  499
+*********  fbar_AndersonDarling:   N < 1
+
+---------------------------------------
+Test based on the 2 nearest points (NP):
+
+Stat. AD on the N values (NP)         :  714.74
+p-value of test                       :   eps      *****
+
+
+A2 test based on the spacings between the
+   successive jump times of process Y_n(t):
+
+A2 test on the values of A2 (m-NP)    :  714.74
+p-value of test                       :   eps      *****
+
+Test on the Nm values of W_{n,i}(mNP1):14871.66
+p-value of test                       :   eps      *****
+
+Test on the jump times of Y
+   (superposition of Yn):
+
+Expected number of jumps of Y = mN    :     600
+Number of jumps of Y                  :       0
+p-value of test                       : 1 - eps1    *****
+
+-----------------------------------------------
+CPU time used                    :  00:14:24.21
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+snpair_ClosePairs test:
+-----------------------------------------------
+   N = 10,  n = 3000000,  r =  0,  t = 9,  p = 0,  m = 30,  Torus =  TRUE
+
+*********  WARNING in file  ../../probdist/gofs.c  on line  462
+*********  gofs_AndersonDarling:   N <= 0
+*********  WARNING in file  ../../probdist/fbar.c  on line  499
+*********  fbar_AndersonDarling:   N < 1
+
+---------------------------------------
+Test based on the 2 nearest points (NP):
+
+Stat. AD on the N values (NP)         :  357.37
+p-value of test                       :3.2e-157    *****
+
+
+A2 test based on the spacings between the
+   successive jump times of process Y_n(t):
+
+A2 test on the values of A2 (m-NP)    :  357.37
+p-value of test                       :3.2e-157    *****
+
+Test on the Nm values of W_{n,i}(mNP1): 7943.61
+p-value of test                       :   eps      *****
+
+Test on the jump times of Y
+   (superposition of Yn):
+
+Expected number of jumps of Y = mN    :     300
+Number of jumps of Y                  :       0
+p-value of test                       : 1 - eps1    *****
+
+-----------------------------------------------
+CPU time used                    :  00:27:14.61
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+snpair_ClosePairs test:
+-----------------------------------------------
+   N =  5,  n = 2000000,  r =  0,  t = 16,  p = 0,  m = 30,  Torus =  TRUE
+
+*********  WARNING in file  ../../testu01/snpair.c  on line  294
+*********  res->NumClose > 50000
+*********  WARNING in file  ../../testu01/snpair.c  on line  294
+*********  res->NumClose > 50000
+*********  WARNING in file  ../../testu01/snpair.c  on line  294
+*********  res->NumClose > 50000
+*********  WARNING in file  ../../testu01/snpair.c  on line  294
+*********  res->NumClose > 50000
+*********  WARNING in file  ../../testu01/snpair.c  on line  294
+*********  res->NumClose > 50000
+
+---------------------------------------
+Test based on the 2 nearest points (NP):
+
+Stat. AD on the N values (NP)         :  178.68
+p-value of test                       : 1.8e-79    *****
+
+
+A2 test based on the spacings between the
+   successive jump times of process Y_n(t):
+
+A2 test on the values of A2 (m-NP)    :  178.68
+p-value of test                       : 1.8e-79    *****
+
+Test on the Nm values of W_{n,i}(mNP1): 5360.52
+p-value of test                       :   eps      *****
+
+Test on the jump times of Y
+   (superposition of Yn):
+
+Expected number of jumps of Y = mN    :     150
+Number of jumps of Y                  > 250000     *****
+p-value of test                       :   eps      *****
+
+Stat. AD (mNP2)                       : 8.93e+6
+p-value of test                       :   eps      *****
+
+Stat. AD after spacings (mNP2-S)      : 8.93e+6
+p-value of test                       :   eps      *****
+
+-----------------------------------------------
+CPU time used                    :  00:03:03.62
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_SimpPoker test:
+-----------------------------------------------
+   N =  1,  n = 400000000,  r =  0,   d =    8,   k =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    7
+Chi-square statistic                  : 4476.86
+p-value of test                       :   eps      *****
+
+-----------------------------------------------
+CPU time used                    :  00:01:17.82
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_SimpPoker test:
+-----------------------------------------------
+   N =  1,  n = 400000000,  r = 27,   d =    8,   k =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    7
+Chi-square statistic                  :    6.89
+p-value of test                       :    0.44
+
+-----------------------------------------------
+CPU time used                    :  00:01:29.34
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_SimpPoker test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r =  0,   d =   32,   k =   32
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   18
+Chi-square statistic                  :32196.55
+p-value of test                       :   eps      *****
+
+-----------------------------------------------
+CPU time used                    :  00:01:17.05
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_SimpPoker test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r = 25,   d =   32,   k =   32
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   18
+Chi-square statistic                  :   15.15
+p-value of test                       :    0.65
+
+-----------------------------------------------
+CPU time used                    :  00:01:27.01
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_CouponCollector test:
+-----------------------------------------------
+   N =  1,  n = 200000000,  r =  0,   d =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   54
+Chi-square statistic                  : 2.23e+5
+p-value of test                       :   eps      *****
+
+-----------------------------------------------
+CPU time used                    :  00:01:38.42
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_CouponCollector test:
+-----------------------------------------------
+   N =  1,  n = 200000000,  r = 10,   d =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   54
+Chi-square statistic                  : 4075.22
+p-value of test                       :   eps      *****
+
+-----------------------------------------------
+CPU time used                    :  00:01:46.06
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_CouponCollector test:
+-----------------------------------------------
+   N =  1,  n = 200000000,  r = 20,   d =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   54
+Chi-square statistic                  :   56.22
+p-value of test                       :    0.39
+
+-----------------------------------------------
+CPU time used                    :  00:01:41.81
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_CouponCollector test:
+-----------------------------------------------
+   N =  1,  n = 200000000,  r = 27,   d =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   54
+Chi-square statistic                  :   29.80
+p-value of test                       :    0.9970
+
+-----------------------------------------------
+CPU time used                    :  00:01:46.23
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Gap test:
+-----------------------------------------------
+   N =  1,  n = 500000000,  r =  0,   Alpha =        0,   Beta  =   0.0625
+
+
+-----------------------------------------------
+Number of degrees of freedom          :  232
+Chi-square statistic                  : 2.01e+5
+p-value of test                       :   eps      *****
+
+-----------------------------------------------
+CPU time used                    :  00:02:06.05
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Gap test:
+-----------------------------------------------
+   N =  1,  n = 300000000,  r = 25,   Alpha =        0,   Beta  =  0.03125
+
+
+-----------------------------------------------
+Number of degrees of freedom          :  434
+Chi-square statistic                  :  442.43
+p-value of test                       :    0.38
+
+-----------------------------------------------
+CPU time used                    :  00:03:03.40
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Gap test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r =  0,   Alpha =        0,   Beta  = 0.0078125
+
+
+-----------------------------------------------
+Number of degrees of freedom          : 1437
+Chi-square statistic                  : 2.11e+6
+p-value of test                       :   eps      *****
+
+-----------------------------------------------
+CPU time used                    :  00:03:16.50
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Gap test:
+-----------------------------------------------
+   N =  1,  n = 10000000,  r = 20,   Alpha =        0,   Beta  = 0.000976562
+
+
+-----------------------------------------------
+Number of degrees of freedom          : 7046
+Chi-square statistic                  : 7191.96
+p-value of test                       :    0.11
+
+-----------------------------------------------
+CPU time used                    :  00:03:10.00
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Run test:
+-----------------------------------------------
+   N =  5,  n = 1000000000,  r =  0,   Up = FALSE
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    : 2.84e-7
+p-value of test                       : 1 -  2.8e-7    *****
+
+Kolmogorov-Smirnov- statistic = D-    :    1.00
+p-value of test                       : 4.2e-15    *****
+
+Anderson-Darling statistic = A2       :   66.57
+p-value of test                       : 1.5e-30    *****
+
+Test on the sum of all N observations
+Number of degrees of freedom          :   30
+Chi-square statistic                  :  199.09
+p-value of test                       : 7.3e-27    *****
+
+-----------------------------------------------
+CPU time used                    :  00:01:43.97
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Run test:
+-----------------------------------------------
+   N = 10,  n = 1000000000,  r = 15,   Up =  TRUE
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.21
+p-value of test                       :    0.35
+
+Kolmogorov-Smirnov- statistic = D-    :    0.13
+p-value of test                       :    0.66
+
+Anderson-Darling statistic = A2       :    0.57
+p-value of test                       :    0.67
+
+Test on the sum of all N observations
+Number of degrees of freedom          :   60
+Chi-square statistic                  :   51.69
+p-value of test                       :    0.77
+
+-----------------------------------------------
+CPU time used                    :  00:04:02.50
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_Permutation calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N =  1,  n = 1000000000,  r =  5,   t =  3,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =                  6
+       Expected number per cell =  1.6666667e+08
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =  2.5000002e-09,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          :    5
+Value of the statistic                :  256.62
+p-value of test                       :   eps      *****
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:13.67
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_Permutation calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N =  1,  n = 1000000000,  r =  5,   t =  5,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =                120
+       Expected number per cell =   8333333.3
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =  5.9500005e-08,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          :  119
+Value of the statistic                :29156.14
+p-value of test                       :   eps      *****
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:07.14
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_Permutation calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N =  1,  n = 500000000,  r =  5,   t =  7,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =               5040
+       Expected number per cell =   99206.349
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =  5.0390004e-06,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          : 5039
+Value of the statistic                : 1.82e+6
+p-value of test                       :   eps      *****
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:30.29
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_Permutation calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N =  1,  n = 500000000,  r = 10,   t = 10,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =            3628800
+       Expected number per cell =    137.7866
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =   0.0036287993,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          : 3628799
+Value of the statistic                : 5.82e+6
+p-value of test                       :   eps      *****
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:58.15
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_CollisionPermut calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N = 20,  n = 20000000,  r =  0,   t = 14,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =        87178291200
+       Expected number per cell =  1 /  4358.9146
+       EColl = n^2 / (2k) =   2294.14912
+       Hashing =   TRUE
+
+       Collision test,    Mu =      2293.9736,    Sigma =    47.8841
+
+-----------------------------------------------
+Test Results for Collisions
+
+For the total number of collisions, we use
+      the Poisson approximation:
+Expected number of collisions = N*Mu  :    45879.47
+Observed number of collisions         : 305341510
+p-value of test                       :   eps      *****
+
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :    1743471165510
+  j =  1                              :          9476333
+  j =  2                              :         13916426
+  j =  3                              :         11242897
+  j =  4                              :         14934640
+  j =  5                              :         35016751
+
+-----------------------------------------------
+CPU time used                    :  00:03:36.95
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_CollisionPermut calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N = 20,  n = 20000000,  r = 10,   t = 14,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =        87178291200
+       Expected number per cell =  1 /  4358.9146
+       EColl = n^2 / (2k) =   2294.14912
+       Hashing =   TRUE
+
+       Collision test,    Mu =      2293.9736,    Sigma =    47.8841
+
+-----------------------------------------------
+Test Results for Collisions
+
+For the total number of collisions, we use
+      the Poisson approximation:
+Expected number of collisions = N*Mu  :    45879.47
+Observed number of collisions         :    34728
+p-value of test                       : 1 - eps1    *****
+
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :    1743165858728
+  j =  1                              :        399930544
+  j =  2                              :            34728
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:04:28.63
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_MaxOft test:
+-----------------------------------------------
+   N = 40,  n = 10000000,  r =  0,   d = 100000,   t =  8
+
+      Number of categories = 100000
+      Expected number per category  = 100.00
+
+
+-----------------------------------------------
+Test results for chi2 with 99999 degrees of freedom:
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.14
+p-value of test                       :    0.20
+
+Kolmogorov-Smirnov- statistic = D-    :    0.11
+p-value of test                       :    0.36
+
+Anderson-Darling statistic = A2       :    0.99
+p-value of test                       :    0.36
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 3999960
+Chi-square statistic                  : 4.00e+6
+p-value of test                       :    0.51
+
+
+-----------------------------------------------
+Test results for Anderson-Darling:
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.019
+p-value of test                       :    0.96
+
+Kolmogorov-Smirnov- statistic = D-    :    0.81
+p-value of test                       : 4.2e-29    *****
+
+Anderson-Darling statistic = A2       :   57.56
+p-value of test                       : 1.3e-26    *****
+
+
+-----------------------------------------------
+CPU time used                    :  00:03:17.37
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_MaxOft test:
+-----------------------------------------------
+   N = 30,  n = 10000000,  r =  0,   d = 100000,   t = 16
+
+      Number of categories = 100000
+      Expected number per category  = 100.00
+
+
+-----------------------------------------------
+Test results for chi2 with 99999 degrees of freedom:
+
+Kolmogorov-Smirnov+ statistic = D+    : 9.06e-4
+p-value of test                       :    0.9991    *****
+
+Kolmogorov-Smirnov- statistic = D-    :    0.60
+p-value of test                       : 4.8e-11    *****
+
+Anderson-Darling statistic = A2       :   29.84
+p-value of test                       : 2.0e-14    *****
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 2999970
+Chi-square statistic                  : 3.02e+6
+p-value of test                       : 2.9e-15    *****
+
+
+-----------------------------------------------
+Test results for Anderson-Darling:
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.93
+p-value of test                       : 5.9e-36    *****
+
+Kolmogorov-Smirnov- statistic = D-    :   0.046
+p-value of test                       :    0.85
+
+Anderson-Darling statistic = A2       :   56.41
+p-value of test                       : 4.1e-26    *****
+
+
+-----------------------------------------------
+CPU time used                    :  00:03:00.54
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_MaxOft test:
+-----------------------------------------------
+   N = 20,  n = 10000000,  r =  0,   d = 100000,   t = 24
+
+      Number of categories = 100000
+      Expected number per category  = 100.00
+
+
+-----------------------------------------------
+Test results for chi2 with 99999 degrees of freedom:
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.13
+p-value of test                       :    0.48
+
+Kolmogorov-Smirnov- statistic = D-    :    0.18
+p-value of test                       :    0.23
+
+Anderson-Darling statistic = A2       :    0.83
+p-value of test                       :    0.46
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 1999980
+Chi-square statistic                  : 2.00e+6
+p-value of test                       :    0.43
+
+
+-----------------------------------------------
+Test results for Anderson-Darling:
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.37
+p-value of test                       :  3.4e-3
+
+Kolmogorov-Smirnov- statistic = D-    :    0.42
+p-value of test                       :  4.4e-4    *****
+
+Anderson-Darling statistic = A2       :    5.14
+p-value of test                       :  2.5e-3
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:24.46
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_MaxOft test:
+-----------------------------------------------
+   N = 20,  n = 10000000,  r =  0,   d = 100000,   t = 32
+
+      Number of categories = 100000
+      Expected number per category  = 100.00
+
+
+-----------------------------------------------
+Test results for chi2 with 99999 degrees of freedom:
+
+Kolmogorov-Smirnov+ statistic = D+    : 2.35e-4
+p-value of test                       :    0.9998    *****
+
+Kolmogorov-Smirnov- statistic = D-    :    0.45
+p-value of test                       :  1.9e-4    *****
+
+Anderson-Darling statistic = A2       :    9.23
+p-value of test                       :  3.3e-5    *****
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 1999980
+Chi-square statistic                  : 2.01e+6
+p-value of test                       :  2.1e-6    *****
+
+
+-----------------------------------------------
+Test results for Anderson-Darling:
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.99
+p-value of test                       : 1.8e-40    *****
+
+Kolmogorov-Smirnov- statistic = D-    : 5.24e-3
+p-value of test                       :    0.9942
+
+Anderson-Darling statistic = A2       :   77.07
+p-value of test                       : 3.8e-35    *****
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:50.30
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleProd test:
+-----------------------------------------------
+   N = 40,  n = 10000000,  r =  0,   t = 8
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.47
+p-value of test                       :  5.9e-9    *****
+
+Kolmogorov-Smirnov- statistic = D-    :    0.39
+p-value of test                       :  2.1e-6    *****
+
+Anderson-Darling statistic = A2       :   12.59
+p-value of test                       :  9.4e-7    *****
+
+-----------------------------------------------
+CPU time used                    :  00:02:24.79
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleProd test:
+-----------------------------------------------
+   N = 20,  n = 10000000,  r =  0,   t = 16
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    1.00
+p-value of test                       :2.9e-106    *****
+
+Kolmogorov-Smirnov- statistic = D-    : 2.52e-6
+p-value of test                       : 1 -  2.5e-6    *****
+
+Anderson-Darling statistic = A2       :  225.84
+p-value of test                       :5.4e-100    *****
+
+-----------------------------------------------
+CPU time used                    :  00:01:43.35
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleProd test:
+-----------------------------------------------
+   N = 20,  n = 10000000,  r =  0,   t = 24
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.99
+p-value of test                       : 6.6e-46    *****
+
+Kolmogorov-Smirnov- statistic = D-    : 1.99e-3
+p-value of test                       :    0.9979
+
+Anderson-Darling statistic = A2       :   91.82
+p-value of test                       : 1.3e-41    *****
+
+-----------------------------------------------
+CPU time used                    :  00:02:14.85
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleMean test:
+-----------------------------------------------
+   N = 20000000,  n = 30,  r =  0
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    : 3.87e-4
+p-value of test                       :  2.5e-3
+
+Kolmogorov-Smirnov- statistic = D-    : 4.10e-4
+p-value of test                       :  1.2e-3
+
+Anderson-Darling statistic = A2       :    6.23
+p-value of test                       :  7.8e-4    *****
+
+-----------------------------------------------
+CPU time used                    :  00:00:34.56
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleMean test:
+-----------------------------------------------
+   N = 20000000,  n = 30,  r = 10
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    : 7.49e-5
+p-value of test                       :    0.80
+
+Kolmogorov-Smirnov- statistic = D-    : 8.53e-5
+p-value of test                       :    0.75
+
+Anderson-Darling statistic = A2       :    0.25
+p-value of test                       :    0.97
+
+-----------------------------------------------
+CPU time used                    :  00:00:33.70
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleCorr test:
+-----------------------------------------------
+   N =  1,  n = 2000000000,  r =  0,   k = 1
+
+
+-----------------------------------------------
+Normal statistic                      : 1.86e-3
+p-value of test                       :    0.50
+
+-----------------------------------------------
+CPU time used                    :  00:00:33.54
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleCorr test:
+-----------------------------------------------
+   N =  1,  n = 2000000000,  r =  0,   k = 2
+
+
+-----------------------------------------------
+Normal statistic                      :  -0.038
+p-value of test                       :    0.52
+
+-----------------------------------------------
+CPU time used                    :  00:00:33.52
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_AppearanceSpacings test:
+-----------------------------------------------
+   N =  1,   Q = 10000000,   K = 1000000000,   r = 0,   s = 3,   L = 15
+
+   Sequences of n = (K + Q)L =  15150000000 bits
+   Q = 10000000 initialization blocks
+   K = 1000000000 blocks for the test
+   the blocks have L = 15 bits
+
+
+
+-----------------------------------------------
+Normal statistic                      :  116.34
+p-value of test                       :   eps      *****
+
+-----------------------------------------------
+CPU time used                    :  00:01:55.71
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_AppearanceSpacings test:
+-----------------------------------------------
+   N =  1,   Q = 10000000,   K = 1000000000,   r = 27,   s = 3,   L = 15
+
+   Sequences of n = (K + Q)L =  15150000000 bits
+   Q = 10000000 initialization blocks
+   K = 1000000000 blocks for the test
+   the blocks have L = 15 bits
+
+
+
+-----------------------------------------------
+Normal statistic                      :   -1.87
+p-value of test                       :    0.97
+
+-----------------------------------------------
+CPU time used                    :  00:01:56.45
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r =  0,  k = 256,  Alpha =      0,  Beta =   0.25
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   67
+Chi-square statistic                  :42542.13
+p-value of test                       :   eps      *****
+
+-----------------------------------------------
+CPU time used                    :  00:01:19.62
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r = 20,  k = 256,  Alpha =      0,  Beta =   0.25
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   67
+Chi-square statistic                  :  101.15
+p-value of test                       :  4.5e-3
+
+-----------------------------------------------
+CPU time used                    :  00:01:36.22
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r = 28,  k = 256,  Alpha =      0,  Beta =   0.25
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   67
+Chi-square statistic                  :   65.19
+p-value of test                       :    0.54
+
+-----------------------------------------------
+CPU time used                    :  00:01:37.25
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r =  0,  k = 256,  Alpha =      0,  Beta = 0.0625
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   37
+Chi-square statistic                  :23743.56
+p-value of test                       :   eps      *****
+
+-----------------------------------------------
+CPU time used                    :  00:01:23.84
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r = 10,  k = 256,  Alpha =      0,  Beta = 0.0625
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   37
+Chi-square statistic                  :  211.07
+p-value of test                       :   eps      *****
+
+-----------------------------------------------
+CPU time used                    :  00:01:34.86
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r = 26,  k = 256,  Alpha =      0,  Beta = 0.0625
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   37
+Chi-square statistic                  :   58.68
+p-value of test                       :    0.01
+
+-----------------------------------------------
+CPU time used                    :  00:01:43.95
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SumCollector test:
+-----------------------------------------------
+   N =  1,  n = 500000000,  r =  0,   g = 10
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   29
+Chi-square statistic                  :13232.94
+p-value of test                       :   eps      *****
+
+-----------------------------------------------
+CPU time used                    :  00:02:50.78
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N = 10,  n = 1000000,  r =  0,    s = 5,    L = 30,    k = 30
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.016
+p-value of test                       :    0.98
+
+Kolmogorov-Smirnov- statistic = D-    :    0.67
+p-value of test                       :  3.2e-5    *****
+
+Anderson-Darling statistic = A2       :   11.96
+p-value of test                       :  1.8e-6    *****
+
+Test on the sum of all N observations
+Number of degrees of freedom          :   40
+Chi-square statistic                  :   89.07
+p-value of test                       :  1.3e-5    *****
+
+-----------------------------------------------
+CPU time used                    :  00:01:26.68
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N = 10,  n = 1000000,  r = 25,    s = 5,    L = 30,    k = 30
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.27
+p-value of test                       :    0.21
+
+Kolmogorov-Smirnov- statistic = D-    :    0.12
+p-value of test                       :    0.68
+
+Anderson-Darling statistic = A2       :    0.95
+p-value of test                       :    0.38
+
+Test on the sum of all N observations
+Number of degrees of freedom          :   40
+Chi-square statistic                  :   29.50
+p-value of test                       :    0.89
+
+-----------------------------------------------
+CPU time used                    :  00:01:25.47
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N =  1,  n = 5000,  r =  0,    s = 4,    L = 1000,    k = 1000
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    3
+Chi-square statistic                  :    1.69
+p-value of test                       :    0.64
+
+-----------------------------------------------
+CPU time used                    :  00:02:11.01
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N =  1,  n = 5000,  r = 26,    s = 4,    L = 1000,    k = 1000
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    3
+Chi-square statistic                  :    0.63
+p-value of test                       :    0.89
+
+-----------------------------------------------
+CPU time used                    :  00:02:11.25
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N =  1,  n = 80,  r = 15,    s = 15,    L = 5000,    k = 5000
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    2
+Chi-square statistic                  :    1.72
+p-value of test                       :    0.42
+
+-----------------------------------------------
+CPU time used                    :  00:01:32.53
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N =  1,  n = 80,  r =  0,    s = 30,    L = 5000,    k = 5000
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    2
+Chi-square statistic                  :    0.92
+p-value of test                       :    0.63
+
+-----------------------------------------------
+CPU time used                    :  00:01:17.71
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_Savir2 test:
+-----------------------------------------------
+   N = 10,  n = 10000000,  r = 10,    m = 1048576,    t = 30
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.34
+p-value of test                       :    0.07
+
+Kolmogorov-Smirnov- statistic = D-    :   0.056
+p-value of test                       :    0.91
+
+Anderson-Darling statistic = A2       :    1.64
+p-value of test                       :    0.15
+
+Test on the sum of all N observations
+Number of degrees of freedom          :  130
+Chi-square statistic                  :  104.50
+p-value of test                       :    0.95
+
+-----------------------------------------------
+CPU time used                    :  00:00:57.22
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_GCD test:
+-----------------------------------------------
+   N = 10,  n = 50000000,  r =  0,   s = 30
+
+
+-----------------------------------------------
+Test results for GCD values:
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.29
+p-value of test                       :    0.16
+
+Kolmogorov-Smirnov- statistic = D-    :    0.34
+p-value of test                       :    0.08
+
+Anderson-Darling statistic = A2       :    1.38
+p-value of test                       :    0.21
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 17430
+Chi-square statistic                  :17474.88
+p-value of test                       :    0.40
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:52.06
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r =  0,   s = 5,   L0 =   50,   L1 =   50
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :   36
+ChiSquare statistic                   :  883.35
+p-value of test                       :   eps      *****
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :   35
+ChiSquare statistic                   :  619.01
+p-value of test                       :   eps      *****
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          :   25
+ChiSquare statistic                   :  434.44
+p-value of test                       :   eps      *****
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :   24
+ChiSquare statistic                   :  618.93
+p-value of test                       :   eps      *****
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :   17
+ChiSquare statistic                   :  563.57
+p-value of test                       :   eps      *****
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:47.14
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r = 25,   s = 5,   L0 =   50,   L1 =   50
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :   36
+ChiSquare statistic                   :   22.53
+p-value of test                       :    0.96
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :   35
+ChiSquare statistic                   :   34.66
+p-value of test                       :    0.48
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          :   25
+ChiSquare statistic                   :   33.31
+p-value of test                       :    0.12
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :   24
+ChiSquare statistic                   :   33.14
+p-value of test                       :    0.10
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :   17
+ChiSquare statistic                   :   11.27
+p-value of test                       :    0.84
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:48.07
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 10000000,  r =  0,   s = 10,   L0 = 1000,   L1 = 1000
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :  146
+ChiSquare statistic                   :  194.70
+p-value of test                       :  4.4e-3
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :  146
+ChiSquare statistic                   :  226.66
+p-value of test                       :  2.1e-5    *****
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          :  500
+ChiSquare statistic                   :  433.65
+p-value of test                       :    0.99
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :  136
+ChiSquare statistic                   :  146.19
+p-value of test                       :    0.26
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :   74
+ChiSquare statistic                   :   64.81
+p-value of test                       :    0.77
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:54.98
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 10000000,  r = 20,   s = 10,   L0 = 1000,   L1 = 1000
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :  146
+ChiSquare statistic                   :  166.74
+p-value of test                       :    0.12
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :  146
+ChiSquare statistic                   :  151.74
+p-value of test                       :    0.36
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          :  500
+ChiSquare statistic                   :  499.15
+p-value of test                       :    0.50
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :  136
+ChiSquare statistic                   :  129.07
+p-value of test                       :    0.65
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :   74
+ChiSquare statistic                   :   73.84
+p-value of test                       :    0.48
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:56.82
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 1000000,  r =  0,   s = 15,   L0 = 10000,   L1 = 10000
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :  384
+ChiSquare statistic                   :  345.13
+p-value of test                       :    0.92
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :  384
+ChiSquare statistic                   :  395.32
+p-value of test                       :    0.33
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          : 5000
+ChiSquare statistic                   : 4950.98
+p-value of test                       :    0.69
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :  378
+ChiSquare statistic                   :  383.38
+p-value of test                       :    0.41
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :  200
+ChiSquare statistic                   :  222.52
+p-value of test                       :    0.13
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:48.27
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 1000000,  r = 15,   s = 15,   L0 = 10000,   L1 = 10000
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :  384
+ChiSquare statistic                   :  377.34
+p-value of test                       :    0.59
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :  384
+ChiSquare statistic                   :  395.69
+p-value of test                       :    0.33
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          : 5000
+ChiSquare statistic                   : 4789.59
+p-value of test                       :    0.98
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :  378
+ChiSquare statistic                   :  363.77
+p-value of test                       :    0.69
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :  200
+ChiSquare statistic                   :  182.86
+p-value of test                       :    0.80
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:47.23
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+scomp_LinearComp test:
+-----------------------------------------------
+   N =  1,  n = 400020,  r =  0,    s = 1
+
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   12
+Chi2 statistic for size of jumps      :   18.22
+p-value of test                       :    0.11
+
+
+-----------------------------------------------
+Normal statistic for number of jumps  :   -0.64
+p-value of test                       :    0.74
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:23.44
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+scomp_LinearComp test:
+-----------------------------------------------
+   N =  1,  n = 400020,  r = 29,    s = 1
+
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   12
+Chi2 statistic for size of jumps      :    4.23
+p-value of test                       :    0.98
+
+
+-----------------------------------------------
+Normal statistic for number of jumps  : -1.49e-3
+p-value of test                       :    0.50
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:24.35
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+scomp_LempelZiv test:
+-----------------------------------------------
+   N = 10,  n = 134217728,  r =  0,   s =   30,   k =   27
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.093
+p-value of test                       :    0.79
+
+Kolmogorov-Smirnov- statistic = D-    :    0.15
+p-value of test                       :    0.59
+
+Anderson-Darling statistic = A2       :    0.25
+p-value of test                       :    0.97
+
+Tests on the sum of all N observations
+Standardized normal statistic         :    0.25
+p-value of test                       :    0.40
+
+Sample variance                       :    0.90
+p-value of test                       :    0.52
+
+-----------------------------------------------
+CPU time used                    :  00:00:57.87
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+scomp_LempelZiv test:
+-----------------------------------------------
+   N = 10,  n = 134217728,  r = 15,   s =   15,   k =   27
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.15
+p-value of test                       :    0.57
+
+Kolmogorov-Smirnov- statistic = D-    :    0.25
+p-value of test                       :    0.25
+
+Anderson-Darling statistic = A2       :    0.87
+p-value of test                       :    0.43
+
+Tests on the sum of all N observations
+Standardized normal statistic         :    0.58
+p-value of test                       :    0.28
+
+Sample variance                       :    1.45
+p-value of test                       :    0.16
+
+-----------------------------------------------
+CPU time used                    :  00:01:02.31
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sspectral_Fourier3 test:
+-----------------------------------------------
+   N = 100000,  n = 16384,  r =  0,   s =    3,   k =   14
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.032
+p-value of test                       :  2.2e-4    *****
+
+Kolmogorov-Smirnov- statistic = D-    :   0.016
+p-value of test                       :    0.11
+
+Anderson-Darling statistic = A2       :    6.74
+p-value of test                       :  4.5e-4    *****
+
+-----------------------------------------------
+CPU time used                    :  00:00:47.23
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sspectral_Fourier3 test:
+-----------------------------------------------
+   N = 100000,  n = 16384,  r = 27,   s =    3,   k =   14
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    : 4.86e-3
+p-value of test                       :    0.82
+
+Kolmogorov-Smirnov- statistic = D-    :   0.011
+p-value of test                       :    0.37
+
+Anderson-Darling statistic = A2       :    0.31
+p-value of test                       :    0.93
+
+-----------------------------------------------
+CPU time used                    :  00:00:46.19
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_LongestHeadRun test:
+-----------------------------------------------
+   N =  1,  n = 1000,  r =  0,   s = 3,   L = 10000020
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    8
+Chi-square statistic                  : 4943.38
+p-value of test                       :   eps      *****
+
+-----------------------------------------------
+Global longest run of 1               :   26.00
+p-value of test                       : 1 - eps1    *****
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:35.59
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_LongestHeadRun test:
+-----------------------------------------------
+   N =  1,  n = 1000,  r = 27,   s = 3,   L = 10000020
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    8
+Chi-square statistic                  :   12.51
+p-value of test                       :    0.13
+
+-----------------------------------------------
+Global longest run of 1               :   35.00
+p-value of test                       :    0.14
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:40.70
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_PeriodsInStrings test:
+-----------------------------------------------
+   N = 10,  n = 500000000,  r =  0,   s =   10
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.95
+p-value of test                       : 1.3e-13    *****
+
+Kolmogorov-Smirnov- statistic = D-    : 6.32e-5
+p-value of test                       : 1 -  6.3e-5    *****
+
+Anderson-Darling statistic = A2       :   38.61
+p-value of test                       : 2.7e-18    *****
+
+Test on the sum of all N observations
+Number of degrees of freedom          :  200
+Chi-square statistic                  :   70.73
+p-value of test                       : 1 - eps1    *****
+
+-----------------------------------------------
+CPU time used                    :  00:02:45.29
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_PeriodsInStrings test:
+-----------------------------------------------
+   N = 10,  n = 500000000,  r = 20,   s =   10
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.29
+p-value of test                       :    0.15
+
+Kolmogorov-Smirnov- statistic = D-    :   0.086
+p-value of test                       :    0.82
+
+Anderson-Darling statistic = A2       :    0.98
+p-value of test                       :    0.36
+
+Test on the sum of all N observations
+Number of degrees of freedom          :  200
+Chi-square statistic                  :  179.20
+p-value of test                       :    0.85
+
+-----------------------------------------------
+CPU time used                    :  00:02:44.37
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingWeight2 test:
+-----------------------------------------------
+   N = 10,  n = 1000000000,  r =  0,   s = 3,   L = 1000000
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.60
+p-value of test                       :  2.6e-4    *****
+
+Kolmogorov-Smirnov- statistic = D-    :   0.025
+p-value of test                       :    0.97
+
+Anderson-Darling statistic = A2       :    7.12
+p-value of test                       :  3.2e-4    *****
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 10000
+Chi-square statistic                  : 9518.02
+p-value of test                       :    0.9997    *****
+
+-----------------------------------------------
+CPU time used                    :  00:01:07.69
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingWeight2 test:
+-----------------------------------------------
+   N = 10,  n = 1000000000,  r = 27,   s = 3,   L = 1000000
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    : 7.40e-3
+p-value of test                       :    0.9921
+
+Kolmogorov-Smirnov- statistic = D-    :    0.48
+p-value of test                       :  5.5e-3
+
+Anderson-Darling statistic = A2       :    4.56
+p-value of test                       :  4.9e-3
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 10000
+Chi-square statistic                  :10407.91
+p-value of test                       :  2.2e-3
+
+-----------------------------------------------
+CPU time used                    :  00:01:10.32
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingCorr test:
+-----------------------------------------------
+   N =  1,  n = 1000000000,  r = 10,   s = 10,   L = 30
+
+
+
+-----------------------------------------------
+Normal statistic                      :   -0.37
+p-value of test                       :    0.65
+
+-----------------------------------------------
+CPU time used                    :  00:01:20.22
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingCorr test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r = 10,   s = 10,   L = 300
+
+
+
+-----------------------------------------------
+Normal statistic                      :   -1.05
+p-value of test                       :    0.85
+
+-----------------------------------------------
+CPU time used                    :  00:01:17.12
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingCorr test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r = 10,   s = 10,   L = 1200
+
+
+
+-----------------------------------------------
+Normal statistic                      :   -0.52
+p-value of test                       :    0.70
+
+-----------------------------------------------
+CPU time used                    :  00:05:06.31
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N = 10,  n = 30000000,  r =  0,   s = 3,   L = 30,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.000
+p-value of test                       : 1 - eps1    *****
+
+Kolmogorov-Smirnov- statistic = D-    :    1.00
+p-value of test                       :   eps      *****
+
+Anderson-Darling statistic = A2       :  357.37
+p-value of test                       :3.2e-157    *****
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 4890
+Chi-square statistic                  :70626.35
+p-value of test                       :   eps      *****
+
+-----------------------------------------------
+CPU time used                    :  00:02:09.32
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N = 10,  n = 30000000,  r = 27,   s = 3,   L = 30,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.12
+p-value of test                       :    0.68
+
+Kolmogorov-Smirnov- statistic = D-    :    0.17
+p-value of test                       :    0.50
+
+Anderson-Darling statistic = A2       :    0.44
+p-value of test                       :    0.80
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 4890
+Chi-square statistic                  : 4881.37
+p-value of test                       :    0.53
+
+-----------------------------------------------
+CPU time used                    :  00:02:13.45
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N =  1,  n = 30000000,  r =  0,   s = 4,   L = 300,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+Number of degrees of freedom          : 4117
+Chi-square statistic                  :35758.91
+p-value of test                       :   eps      *****
+
+-----------------------------------------------
+CPU time used                    :  00:01:36.92
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N =  1,  n = 30000000,  r = 26,   s = 4,   L = 300,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+Number of degrees of freedom          : 4117
+Chi-square statistic                  : 4071.97
+p-value of test                       :    0.69
+
+-----------------------------------------------
+CPU time used                    :  00:01:41.54
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N =  1,  n = 10000000,  r =  0,   s = 5,   L = 1200,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+Number of degrees of freedom          : 11825
+Chi-square statistic                  : 4.45e+5
+p-value of test                       :   eps      *****
+
+-----------------------------------------------
+CPU time used                    :  00:01:48.33
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N =  1,  n = 10000000,  r = 25,   s = 5,   L = 1200,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+Number of degrees of freedom          : 11825
+Chi-square statistic                  :11859.05
+p-value of test                       :    0.41
+
+-----------------------------------------------
+CPU time used                    :  00:01:49.34
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_Run test:
+-----------------------------------------------
+   N =  1,  n = 2000000000,  r =  0,   s =    3
+
+
+-----------------------------------------------
+Total number of 1 runs:  2000000000
+
+Number of degrees of freedom          :   54
+Chi2 statistic for number of runs     : 8531.55
+p-value of test                       :   eps      *****
+
+
+-----------------------------------------------
+Total number of bits:  7999997250
+
+Normal statistic for number of bits   :  -0.022
+p-value of test                       :    0.51
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:17.56
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_Run test:
+-----------------------------------------------
+   N =  1,  n = 2000000000,  r = 27,   s =    3
+
+
+-----------------------------------------------
+Total number of 1 runs:  2000000001
+
+Number of degrees of freedom          :   54
+Chi2 statistic for number of runs     :   47.77
+p-value of test                       :    0.71
+
+
+-----------------------------------------------
+Total number of bits:  8000096154
+
+Normal statistic for number of bits   :    0.76
+p-value of test                       :    0.22
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:20.13
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_AutoCor test:
+-----------------------------------------------
+   N = 10,  n = 1000000030,  r =  0,   s = 3,   d = 1
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.46
+p-value of test                       :  9.3e-3
+
+Kolmogorov-Smirnov- statistic = D-    :    0.43
+p-value of test                       :    0.02
+
+Anderson-Darling statistic = A2       :    3.13
+p-value of test                       :    0.02
+
+Tests on the sum of all N observations
+Standardized normal statistic         :  -0.043
+p-value of test                       :    0.52
+
+Sample variance                       : 8.55e-3
+p-value of test                       : 1 -  8.0e-9    *****
+
+-----------------------------------------------
+CPU time used                    :  00:02:41.40
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_AutoCor test:
+-----------------------------------------------
+   N = 10,  n = 1000000029,  r =  0,   s = 3,   d = 3
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.67
+p-value of test                       :  3.5e-5    *****
+
+Kolmogorov-Smirnov- statistic = D-    :    0.29
+p-value of test                       :    0.15
+
+Anderson-Darling statistic = A2       :    4.98
+p-value of test                       :  3.1e-3
+
+Tests on the sum of all N observations
+Standardized normal statistic         :   -1.53
+p-value of test                       :    0.94
+
+Sample variance                       : 1.90e-3
+p-value of test                       : 1 - 9.3e-12    *****
+
+-----------------------------------------------
+CPU time used                    :  00:02:13.20
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_AutoCor test:
+-----------------------------------------------
+   N = 10,  n = 1000000030,  r = 27,   s = 3,   d = 1
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.15
+p-value of test                       :    0.57
+
+Kolmogorov-Smirnov- statistic = D-    :    0.25
+p-value of test                       :    0.26
+
+Anderson-Darling statistic = A2       :    0.66
+p-value of test                       :    0.59
+
+Tests on the sum of all N observations
+Standardized normal statistic         :    0.45
+p-value of test                       :    0.33
+
+Sample variance                       :    0.51
+p-value of test                       :    0.87
+
+-----------------------------------------------
+CPU time used                    :  00:02:28.81
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_AutoCor test:
+-----------------------------------------------
+   N = 10,  n = 1000000029,  r = 27,   s = 3,   d = 3
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.19
+p-value of test                       :    0.44
+
+Kolmogorov-Smirnov- statistic = D-    :   0.044
+p-value of test                       :    0.93
+
+Anderson-Darling statistic = A2       :    0.45
+p-value of test                       :    0.79
+
+Tests on the sum of all N observations
+Standardized normal statistic         :   -0.80
+p-value of test                       :    0.79
+
+Sample variance                       :    0.88
+p-value of test                       :    0.55
+
+-----------------------------------------------
+CPU time used                    :  00:02:11.90
+
+Generator state:
+N/A
+
+
+
+
+========= Summary results of BigCrush =========
+
+ Version:          TestU01 1.2.3
+ Generator:        stdin
+ Number of statistics:  155
+ Total CPU time:   04:48:24.38
+ The following tests gave p-values outside [0.001, 0.9990]:
+ (eps  means a value < 1.0e-300):
+ (eps1 means a value < 1.0e-15):
+
+       Test                          p-value
+ ----------------------------------------------
+  1  SerialOver, r = 0                eps  
+  3  CollisionOver, t = 2           1 - eps1
+  5  CollisionOver, t = 3           1 - eps1
+  7  CollisionOver, t = 7             eps  
+  9  CollisionOver, t = 14            eps  
+ 11  CollisionOver, t = 21            eps  
+ 13  BirthdaySpacings, t = 2          eps  
+ 14  BirthdaySpacings, t = 3          eps  
+ 15  BirthdaySpacings, t = 4          eps  
+ 16  BirthdaySpacings, t = 7          eps  
+ 17  BirthdaySpacings, t = 7          eps  
+ 18  BirthdaySpacings, t = 8          eps  
+ 19  BirthdaySpacings, t = 8          eps  
+ 20  BirthdaySpacings, t = 16         eps  
+ 21  BirthdaySpacings, t = 16         eps  
+ 22  ClosePairs NP, t = 3             eps  
+ 22  ClosePairs mNP, t = 3         4.1e-294
+ 22  ClosePairs mNP1, t = 3           eps  
+ 22  ClosePairs mNP2, t = 3           eps  
+ 22  ClosePairs NJumps, t = 3       1 - eps1
+ 23  ClosePairs NP, t = 5             eps  
+ 23  ClosePairs mNP, t = 5            eps  
+ 23  ClosePairs mNP1, t = 5           eps  
+ 23  ClosePairs NJumps, t = 5       1 - eps1
+ 24  ClosePairs NP, t = 9          3.2e-157
+ 24  ClosePairs mNP, t = 9         3.2e-157
+ 24  ClosePairs mNP1, t = 9           eps  
+ 24  ClosePairs NJumps, t = 9       1 - eps1
+ 25  ClosePairs NP, t = 16          1.8e-79
+ 25  ClosePairs mNP, t = 16         1.8e-79
+ 25  ClosePairs mNP1, t = 16          eps  
+ 25  ClosePairs mNP2, t = 16          eps  
+ 25  ClosePairs NJumps, t = 16        eps  
+ 25  ClosePairs mNP2S, t = 16         eps  
+ 26  SimpPoker, r = 0                 eps  
+ 28  SimpPoker, r = 0                 eps  
+ 30  CouponCollector, r = 0           eps  
+ 31  CouponCollector, r = 10          eps  
+ 34  Gap, r = 0                       eps  
+ 36  Gap, r = 0                       eps  
+ 38  Run, r = 0                     7.3e-27
+ 40  Permutation, t = 3               eps  
+ 41  Permutation, t = 5               eps  
+ 42  Permutation, t = 7               eps  
+ 43  Permutation, t = 10              eps  
+ 44  CollisionPermut, r = 0           eps  
+ 45  CollisionPermut, r = 10        1 - eps1
+ 46  MaxOft AD, t = 8               1.3e-26
+ 47  MaxOft, t = 16                 2.9e-15
+ 47  MaxOft AD, t = 16              4.1e-26
+ 49  MaxOft, t = 32                  2.1e-6
+ 49  MaxOft AD, t = 32              3.8e-35
+ 50  SampleProd, t = 8               9.4e-7
+ 51  SampleProd, t = 16            5.4e-100
+ 52  SampleProd, t = 24             1.3e-41
+ 53  SampleMean, r = 0               7.8e-4
+ 57  AppearanceSpacings, r = 0        eps  
+ 59  WeightDistrib, r = 0             eps  
+ 62  WeightDistrib, r = 0             eps  
+ 63  WeightDistrib, r = 10            eps  
+ 65  SumCollector                     eps  
+ 66  MatrixRank, L=30, r=0           1.3e-5
+ 74  RandomWalk1 H (L=50, r=0)        eps  
+ 74  RandomWalk1 M (L=50, r=0)        eps  
+ 74  RandomWalk1 J (L=50, r=0)        eps  
+ 74  RandomWalk1 R (L=50, r=0)        eps  
+ 74  RandomWalk1 C (L=50, r=0)        eps  
+ 76  RandomWalk1 M (L=1000, r=0)     2.1e-5
+ 84  Fourier3, r = 0                 4.5e-4
+ 86  LongestHeadRun, r = 0            eps  
+ 86  LongestHeadRun, r = 0          1 - eps1
+ 88  PeriodsInStrings, r = 0        1 - eps1
+ 90  HammingWeight2, r = 0           0.9997 
+ 95  HammingIndep, L=30, r=0          eps  
+ 97  HammingIndep, L=300, r=0         eps  
+ 99  HammingIndep, L=1200, r=0        eps  
+ 101  Run of bits, r = 0               eps  
+ ----------------------------------------------
+ All other tests were passed
+
+
+
+# 
+# Test duration: 1421.7311415373501 minutes
+# 
diff --git a/src/site/resources/txt/userguide/rng/stress/tu/run_1/tu_10 b/src/site/resources/txt/userguide/rng/stress/tu/run_1/tu_10
new file mode 100644
index 000000000..bb38491f1
--- /dev/null
+++ b/src/site/resources/txt/userguide/rng/stress/tu/run_1/tu_10
@@ -0,0 +1,3803 @@
+# 
+# RNG: org.apache.commons.math4.rng.internal.source64.MersenneTwister64
+# 
+# Java: 1.8.0_66
+# Runtime: 1.8.0_66-b17
+# JVM: Java HotSpot(TM) 64-Bit Server VM 25.66-b17
+# OS: Linux 3.16.0-4-amd64 amd64
+# 
+# Analyzer: ./stdin2testu01 BigCrush 
+# 
+xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
+                 Starting BigCrush
+                 Version: TestU01 1.2.3
+xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
+
+
+***********************************************************
+Test smarsa_SerialOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N =  1,  n = 1000000000,  r =  0,   d =  256,   t =  3,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =           16777216
+       Expected number per cell =   59.604645
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =   0.0083558402,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          : 16711680
+Value of the statistic                : 1.67e+7
+p-value of test                       :    0.89
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:55.65
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_SerialOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N =  1,  n = 1000000000,  r = 22,   d =  256,   t =  3,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =           16777216
+       Expected number per cell =   59.604645
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =   0.0083558402,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          : 16711680
+Value of the statistic                : 1.67e+7
+p-value of test                       :    0.21
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:40.84
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  0,   d = 2097152,   t =  2,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1403
+p-value of test                       :    0.15
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334523
+  j =  1                              :        599997194
+  j =  2                              :             1403
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:04:26.23
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  9,   d = 2097152,   t =  2,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1457
+p-value of test                       :  6.7e-3
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334577
+  j =  1                              :        599997086
+  j =  2                              :             1457
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:04:19.63
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  0,   d = 16384,   t =  3,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1288
+p-value of test                       :    0.98
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334408
+  j =  1                              :        599997424
+  j =  2                              :             1288
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:05:56.74
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r = 16,   d = 16384,   t =  3,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1297
+p-value of test                       :    0.97
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334417
+  j =  1                              :        599997406
+  j =  2                              :             1297
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:05:44.82
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  0,   d =   64,   t =  7,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1458
+p-value of test                       :  6.2e-3
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334578
+  j =  1                              :        599997084
+  j =  2                              :             1458
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:06:16.71
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r = 24,   d =   64,   t =  7,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1303
+p-value of test                       :    0.95
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334423
+  j =  1                              :        599997394
+  j =  2                              :             1303
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:06:10.61
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  0,   d =    8,   t = 14,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1416
+p-value of test                       :    0.08
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334536
+  j =  1                              :        599997168
+  j =  2                              :             1416
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:05:46.09
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r = 27,   d =    8,   t = 14,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1409
+p-value of test                       :    0.12
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334529
+  j =  1                              :        599997182
+  j =  2                              :             1409
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:07:16.26
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  0,   d =    4,   t = 21,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1363
+p-value of test                       :    0.51
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334483
+  j =  1                              :        599997274
+  j =  2                              :             1363
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:06:07.25
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r = 28,   d =    4,   t = 21,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1400
+p-value of test                       :    0.17
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334520
+  j =  1                              :        599997200
+  j =  2                              :             1400
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:05:59.67
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 100,  n = 10000000,  r =  0,    d = 2147483648,    t = 2,    p = 1
+
+
+      Number of cells = d^t = 4611686018427387904
+      Lambda = Poisson mean =      54.2101
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    5421.01
+Total observed number                 :    5392
+p-value of test                       :    0.65
+
+
+-----------------------------------------------
+CPU time used                    :  00:04:26.40
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 20000000,  r =  0,    d = 2097152,    t = 3,    p = 1
+
+
+      Number of cells = d^t = 9223372036854775808
+      Lambda = Poisson mean =     216.8404
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    4336.81
+Total observed number                 :    4244
+p-value of test                       :    0.92
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:57.09
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 30000000,  r = 14,    d = 65536,    t = 4,    p = 1
+
+
+      Number of cells = d^t = 18446744073709551616
+      Lambda = Poisson mean =     365.9182
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    7318.36
+Total observed number                 :    7481
+p-value of test                       :    0.03
+
+
+-----------------------------------------------
+CPU time used                    :  00:03:17.39
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 20000000,  r =  0,    d = 512,    t = 7,    p = 1
+
+
+      Number of cells = d^t = 9223372036854775808
+      Lambda = Poisson mean =     216.8404
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    4336.81
+Total observed number                 :    4235
+p-value of test                       :    0.94
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:22.77
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 20000000,  r =  7,    d = 512,    t = 7,    p = 1
+
+
+      Number of cells = d^t = 9223372036854775808
+      Lambda = Poisson mean =     216.8404
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    4336.81
+Total observed number                 :    4343
+p-value of test                       :    0.46
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:33.71
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 30000000,  r = 14,    d = 256,    t = 8,    p = 1
+
+
+      Number of cells = d^t = 18446744073709551616
+      Lambda = Poisson mean =     365.9182
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    7318.36
+Total observed number                 :    7330
+p-value of test                       :    0.45
+
+
+-----------------------------------------------
+CPU time used                    :  00:04:03.75
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 30000000,  r = 22,    d = 256,    t = 8,    p = 1
+
+
+      Number of cells = d^t = 18446744073709551616
+      Lambda = Poisson mean =     365.9182
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    7318.36
+Total observed number                 :    7404
+p-value of test                       :    0.16
+
+
+-----------------------------------------------
+CPU time used                    :  00:04:02.43
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 30000000,  r =  0,    d = 16,    t = 16,    p = 1
+
+
+      Number of cells = d^t = 18446744073709551616
+      Lambda = Poisson mean =     365.9182
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    7318.36
+Total observed number                 :    7303
+p-value of test                       :    0.57
+
+
+-----------------------------------------------
+CPU time used                    :  00:05:06.77
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 30000000,  r = 26,    d = 16,    t = 16,    p = 1
+
+
+      Number of cells = d^t = 18446744073709551616
+      Lambda = Poisson mean =     365.9182
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    7318.36
+Total observed number                 :    7367
+p-value of test                       :    0.29
+
+
+-----------------------------------------------
+CPU time used                    :  00:05:39.10
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+snpair_ClosePairs test:
+-----------------------------------------------
+   N = 30,  n = 6000000,  r =  0,  t = 3,  p = 0,  m = 30,  Torus =  TRUE
+
+
+---------------------------------------
+Test based on the 2 nearest points (NP):
+
+Stat. AD on the N values (NP)         :    1.78
+p-value of test                       :    0.12
+
+
+A2 test based on the spacings between the
+   successive jump times of process Y_n(t):
+
+A2 test on the values of A2 (m-NP)    :    0.72
+p-value of test                       :    0.54
+
+Test on the Nm values of W_{n,i}(mNP1):    0.40
+p-value of test                       :    0.85
+
+Test on the jump times of Y
+   (superposition of Yn):
+
+Expected number of jumps of Y = mN    :     900
+Number of jumps of Y                  :     941
+p-value of test                       :    0.09
+
+Stat. AD (mNP2)                       :    1.34
+p-value of test                       :    0.22
+
+Stat. AD after spacings (mNP2-S)      :    0.86
+p-value of test                       :    0.44
+
+-----------------------------------------------
+CPU time used                    :  00:03:20.18
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+snpair_ClosePairs test:
+-----------------------------------------------
+   N = 20,  n = 4000000,  r =  0,  t = 5,  p = 0,  m = 30,  Torus =  TRUE
+
+
+---------------------------------------
+Test based on the 2 nearest points (NP):
+
+Stat. AD on the N values (NP)         :    0.69
+p-value of test                       :    0.57
+
+
+A2 test based on the spacings between the
+   successive jump times of process Y_n(t):
+
+A2 test on the values of A2 (m-NP)    :    2.64
+p-value of test                       :    0.04
+
+Test on the Nm values of W_{n,i}(mNP1):    0.17
+p-value of test                       :    0.9963
+
+Test on the jump times of Y
+   (superposition of Yn):
+
+Expected number of jumps of Y = mN    :     600
+Number of jumps of Y                  :     611
+p-value of test                       :    0.33
+
+Stat. AD (mNP2)                       :    0.36
+p-value of test                       :    0.89
+
+Stat. AD after spacings (mNP2-S)      :    0.32
+p-value of test                       :    0.92
+
+-----------------------------------------------
+CPU time used                    :  00:02:03.50
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+snpair_ClosePairs test:
+-----------------------------------------------
+   N = 10,  n = 3000000,  r =  0,  t = 9,  p = 0,  m = 30,  Torus =  TRUE
+
+
+---------------------------------------
+Test based on the 2 nearest points (NP):
+
+Stat. AD on the N values (NP)         :    1.14
+p-value of test                       :    0.29
+
+
+A2 test based on the spacings between the
+   successive jump times of process Y_n(t):
+
+A2 test on the values of A2 (m-NP)    :    2.85
+p-value of test                       :    0.03
+
+Test on the Nm values of W_{n,i}(mNP1):    0.42
+p-value of test                       :    0.83
+
+Test on the jump times of Y
+   (superposition of Yn):
+
+Expected number of jumps of Y = mN    :     300
+Number of jumps of Y                  :     295
+p-value of test                       :    0.60
+
+Stat. AD (mNP2)                       :    0.89
+p-value of test                       :    0.42
+
+Stat. AD after spacings (mNP2-S)      :    1.07
+p-value of test                       :    0.32
+
+-----------------------------------------------
+CPU time used                    :  00:03:03.34
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+snpair_ClosePairs test:
+-----------------------------------------------
+   N =  5,  n = 2000000,  r =  0,  t = 16,  p = 0,  m = 30,  Torus =  TRUE
+
+
+---------------------------------------
+Test based on the 2 nearest points (NP):
+
+Stat. AD on the N values (NP)         :    1.88
+p-value of test                       :    0.11
+
+
+A2 test based on the spacings between the
+   successive jump times of process Y_n(t):
+
+A2 test on the values of A2 (m-NP)    :    0.70
+p-value of test                       :    0.55
+
+Test on the Nm values of W_{n,i}(mNP1):    0.37
+p-value of test                       :    0.88
+
+Test on the jump times of Y
+   (superposition of Yn):
+
+Expected number of jumps of Y = mN    :     150
+Number of jumps of Y                  :     152
+p-value of test                       :    0.45
+
+Stat. AD (mNP2)                       :    0.55
+p-value of test                       :    0.69
+
+Stat. AD after spacings (mNP2-S)      :    0.95
+p-value of test                       :    0.38
+
+-----------------------------------------------
+CPU time used                    :  00:03:19.02
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_SimpPoker test:
+-----------------------------------------------
+   N =  1,  n = 400000000,  r =  0,   d =    8,   k =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    7
+Chi-square statistic                  :    5.72
+p-value of test                       :    0.57
+
+-----------------------------------------------
+CPU time used                    :  00:01:21.21
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_SimpPoker test:
+-----------------------------------------------
+   N =  1,  n = 400000000,  r = 27,   d =    8,   k =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    7
+Chi-square statistic                  :    6.79
+p-value of test                       :    0.45
+
+-----------------------------------------------
+CPU time used                    :  00:01:32.50
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_SimpPoker test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r =  0,   d =   32,   k =   32
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   18
+Chi-square statistic                  :    8.61
+p-value of test                       :    0.97
+
+-----------------------------------------------
+CPU time used                    :  00:01:20.34
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_SimpPoker test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r = 25,   d =   32,   k =   32
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   18
+Chi-square statistic                  :   18.60
+p-value of test                       :    0.42
+
+-----------------------------------------------
+CPU time used                    :  00:01:32.90
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_CouponCollector test:
+-----------------------------------------------
+   N =  1,  n = 200000000,  r =  0,   d =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   54
+Chi-square statistic                  :   35.12
+p-value of test                       :    0.98
+
+-----------------------------------------------
+CPU time used                    :  00:01:39.81
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_CouponCollector test:
+-----------------------------------------------
+   N =  1,  n = 200000000,  r = 10,   d =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   54
+Chi-square statistic                  :   40.19
+p-value of test                       :    0.92
+
+-----------------------------------------------
+CPU time used                    :  00:01:59.17
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_CouponCollector test:
+-----------------------------------------------
+   N =  1,  n = 200000000,  r = 20,   d =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   54
+Chi-square statistic                  :   57.76
+p-value of test                       :    0.34
+
+-----------------------------------------------
+CPU time used                    :  00:01:59.42
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_CouponCollector test:
+-----------------------------------------------
+   N =  1,  n = 200000000,  r = 27,   d =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   54
+Chi-square statistic                  :   56.94
+p-value of test                       :    0.37
+
+-----------------------------------------------
+CPU time used                    :  00:01:56.31
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Gap test:
+-----------------------------------------------
+   N =  1,  n = 500000000,  r =  0,   Alpha =        0,   Beta  =   0.0625
+
+
+-----------------------------------------------
+Number of degrees of freedom          :  232
+Chi-square statistic                  :  198.51
+p-value of test                       :    0.95
+
+-----------------------------------------------
+CPU time used                    :  00:02:10.81
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Gap test:
+-----------------------------------------------
+   N =  1,  n = 300000000,  r = 25,   Alpha =        0,   Beta  =  0.03125
+
+
+-----------------------------------------------
+Number of degrees of freedom          :  434
+Chi-square statistic                  :  429.65
+p-value of test                       :    0.55
+
+-----------------------------------------------
+CPU time used                    :  00:02:56.97
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Gap test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r =  0,   Alpha =        0,   Beta  = 0.0078125
+
+
+-----------------------------------------------
+Number of degrees of freedom          : 1437
+Chi-square statistic                  : 1474.17
+p-value of test                       :    0.24
+
+-----------------------------------------------
+CPU time used                    :  00:03:15.50
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Gap test:
+-----------------------------------------------
+   N =  1,  n = 10000000,  r = 20,   Alpha =        0,   Beta  = 0.000976562
+
+
+-----------------------------------------------
+Number of degrees of freedom          : 7046
+Chi-square statistic                  : 7205.53
+p-value of test                       :    0.09
+
+-----------------------------------------------
+CPU time used                    :  00:03:02.85
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Run test:
+-----------------------------------------------
+   N =  5,  n = 1000000000,  r =  0,   Up = FALSE
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.23
+p-value of test                       :    0.50
+
+Kolmogorov-Smirnov- statistic = D-    :   0.090
+p-value of test                       :    0.87
+
+Anderson-Darling statistic = A2       :    0.51
+p-value of test                       :    0.72
+
+Test on the sum of all N observations
+Number of degrees of freedom          :   30
+Chi-square statistic                  :   23.83
+p-value of test                       :    0.78
+
+-----------------------------------------------
+CPU time used                    :  00:01:44.81
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Run test:
+-----------------------------------------------
+   N = 10,  n = 1000000000,  r = 15,   Up =  TRUE
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.035
+p-value of test                       :    0.95
+
+Kolmogorov-Smirnov- statistic = D-    :    0.23
+p-value of test                       :    0.30
+
+Anderson-Darling statistic = A2       :    0.58
+p-value of test                       :    0.67
+
+Test on the sum of all N observations
+Number of degrees of freedom          :   60
+Chi-square statistic                  :   69.35
+p-value of test                       :    0.19
+
+-----------------------------------------------
+CPU time used                    :  00:04:11.09
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_Permutation calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N =  1,  n = 1000000000,  r =  5,   t =  3,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =                  6
+       Expected number per cell =  1.6666667e+08
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =  2.5000002e-09,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          :    5
+Value of the statistic                :    9.65
+p-value of test                       :    0.09
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:12.02
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_Permutation calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N =  1,  n = 1000000000,  r =  5,   t =  5,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =                120
+       Expected number per cell =   8333333.3
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =  5.9500005e-08,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          :  119
+Value of the statistic                :  133.05
+p-value of test                       :    0.18
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:06.11
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_Permutation calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N =  1,  n = 500000000,  r =  5,   t =  7,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =               5040
+       Expected number per cell =   99206.349
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =  5.0390004e-06,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          : 5039
+Value of the statistic                : 5010.31
+p-value of test                       :    0.61
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:32.69
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_Permutation calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N =  1,  n = 500000000,  r = 10,   t = 10,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =            3628800
+       Expected number per cell =    137.7866
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =   0.0036287993,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          : 3628799
+Value of the statistic                : 3.63e+6
+p-value of test                       :    0.54
+
+
+-----------------------------------------------
+CPU time used                    :  00:03:20.65
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_CollisionPermut calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N = 20,  n = 20000000,  r =  0,   t = 14,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =        87178291200
+       Expected number per cell =  1 /  4358.9146
+       EColl = n^2 / (2k) =   2294.14912
+       Hashing =   TRUE
+
+       Collision test,    Mu =      2293.9736,    Sigma =    47.8841
+
+-----------------------------------------------
+Test Results for Collisions
+
+For the total number of collisions, we use
+      the Poisson approximation:
+Expected number of collisions = N*Mu  :    45879.47
+Observed number of collisions         :    45629
+p-value of test                       :    0.88
+
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :    1743165869629
+  j =  1                              :        399908743
+  j =  2                              :            45627
+  j =  3                              :                1
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:04:28.80
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_CollisionPermut calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N = 20,  n = 20000000,  r = 10,   t = 14,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =        87178291200
+       Expected number per cell =  1 /  4358.9146
+       EColl = n^2 / (2k) =   2294.14912
+       Hashing =   TRUE
+
+       Collision test,    Mu =      2293.9736,    Sigma =    47.8841
+
+-----------------------------------------------
+Test Results for Collisions
+
+For the total number of collisions, we use
+      the Poisson approximation:
+Expected number of collisions = N*Mu  :    45879.47
+Observed number of collisions         :    45872
+p-value of test                       :    0.51
+
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :    1743165869872
+  j =  1                              :        399908259
+  j =  2                              :            45866
+  j =  3                              :                3
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:04:47.45
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_MaxOft test:
+-----------------------------------------------
+   N = 40,  n = 10000000,  r =  0,   d = 100000,   t =  8
+
+      Number of categories = 100000
+      Expected number per category  = 100.00
+
+
+-----------------------------------------------
+Test results for chi2 with 99999 degrees of freedom:
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.13
+p-value of test                       :    0.25
+
+Kolmogorov-Smirnov- statistic = D-    :   0.022
+p-value of test                       :    0.95
+
+Anderson-Darling statistic = A2       :    0.95
+p-value of test                       :    0.38
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 3999960
+Chi-square statistic                  : 4.00e+6
+p-value of test                       :    0.90
+
+
+-----------------------------------------------
+Test results for Anderson-Darling:
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.090
+p-value of test                       :    0.50
+
+Kolmogorov-Smirnov- statistic = D-    :   0.094
+p-value of test                       :    0.46
+
+Anderson-Darling statistic = A2       :    0.53
+p-value of test                       :    0.71
+
+
+-----------------------------------------------
+CPU time used                    :  00:03:31.40
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_MaxOft test:
+-----------------------------------------------
+   N = 30,  n = 10000000,  r =  0,   d = 100000,   t = 16
+
+      Number of categories = 100000
+      Expected number per category  = 100.00
+
+
+-----------------------------------------------
+Test results for chi2 with 99999 degrees of freedom:
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.049
+p-value of test                       :    0.84
+
+Kolmogorov-Smirnov- statistic = D-    :    0.17
+p-value of test                       :    0.16
+
+Anderson-Darling statistic = A2       :    1.02
+p-value of test                       :    0.35
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 2999970
+Chi-square statistic                  : 3.00e+6
+p-value of test                       :    0.18
+
+
+-----------------------------------------------
+Test results for Anderson-Darling:
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.14
+p-value of test                       :    0.30
+
+Kolmogorov-Smirnov- statistic = D-    :   0.057
+p-value of test                       :    0.79
+
+Anderson-Darling statistic = A2       :    0.35
+p-value of test                       :    0.90
+
+
+-----------------------------------------------
+CPU time used                    :  00:03:12.68
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_MaxOft test:
+-----------------------------------------------
+   N = 20,  n = 10000000,  r =  0,   d = 100000,   t = 24
+
+      Number of categories = 100000
+      Expected number per category  = 100.00
+
+
+-----------------------------------------------
+Test results for chi2 with 99999 degrees of freedom:
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.11
+p-value of test                       :    0.58
+
+Kolmogorov-Smirnov- statistic = D-    :   0.073
+p-value of test                       :    0.77
+
+Anderson-Darling statistic = A2       :    0.28
+p-value of test                       :    0.96
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 1999980
+Chi-square statistic                  : 2.00e+6
+p-value of test                       :    0.57
+
+
+-----------------------------------------------
+Test results for Anderson-Darling:
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.051
+p-value of test                       :    0.87
+
+Kolmogorov-Smirnov- statistic = D-    :    0.19
+p-value of test                       :    0.20
+
+Anderson-Darling statistic = A2       :    0.78
+p-value of test                       :    0.49
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:34.62
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_MaxOft test:
+-----------------------------------------------
+   N = 20,  n = 10000000,  r =  0,   d = 100000,   t = 32
+
+      Number of categories = 100000
+      Expected number per category  = 100.00
+
+
+-----------------------------------------------
+Test results for chi2 with 99999 degrees of freedom:
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.26
+p-value of test                       :    0.05
+
+Kolmogorov-Smirnov- statistic = D-    :   0.075
+p-value of test                       :    0.76
+
+Anderson-Darling statistic = A2       :    1.25
+p-value of test                       :    0.25
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 1999980
+Chi-square statistic                  : 2.00e+6
+p-value of test                       :    0.85
+
+
+-----------------------------------------------
+Test results for Anderson-Darling:
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.13
+p-value of test                       :    0.47
+
+Kolmogorov-Smirnov- statistic = D-    :   0.094
+p-value of test                       :    0.66
+
+Anderson-Darling statistic = A2       :    0.56
+p-value of test                       :    0.68
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:50.64
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleProd test:
+-----------------------------------------------
+   N = 40,  n = 10000000,  r =  0,   t = 8
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.048
+p-value of test                       :    0.80
+
+Kolmogorov-Smirnov- statistic = D-    :    0.15
+p-value of test                       :    0.15
+
+Anderson-Darling statistic = A2       :    0.67
+p-value of test                       :    0.59
+
+-----------------------------------------------
+CPU time used                    :  00:02:33.67
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleProd test:
+-----------------------------------------------
+   N = 20,  n = 10000000,  r =  0,   t = 16
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.24
+p-value of test                       :    0.09
+
+Kolmogorov-Smirnov- statistic = D-    :   0.019
+p-value of test                       :    0.97
+
+Anderson-Darling statistic = A2       :    2.86
+p-value of test                       :    0.03
+
+-----------------------------------------------
+CPU time used                    :  00:01:46.42
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleProd test:
+-----------------------------------------------
+   N = 20,  n = 10000000,  r =  0,   t = 24
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.14
+p-value of test                       :    0.43
+
+Kolmogorov-Smirnov- statistic = D-    :    0.15
+p-value of test                       :    0.36
+
+Anderson-Darling statistic = A2       :    0.94
+p-value of test                       :    0.39
+
+-----------------------------------------------
+CPU time used                    :  00:02:20.54
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleMean test:
+-----------------------------------------------
+   N = 20000000,  n = 30,  r =  0
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    : 2.17e-4
+p-value of test                       :    0.15
+
+Kolmogorov-Smirnov- statistic = D-    : 3.61e-5
+p-value of test                       :    0.95
+
+Anderson-Darling statistic = A2       :    2.02
+p-value of test                       :    0.09
+
+-----------------------------------------------
+CPU time used                    :  00:00:32.82
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleMean test:
+-----------------------------------------------
+   N = 20000000,  n = 30,  r = 10
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    : 8.62e-5
+p-value of test                       :    0.74
+
+Kolmogorov-Smirnov- statistic = D-    : 2.20e-4
+p-value of test                       :    0.14
+
+Anderson-Darling statistic = A2       :    0.81
+p-value of test                       :    0.47
+
+-----------------------------------------------
+CPU time used                    :  00:00:35.60
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleCorr test:
+-----------------------------------------------
+   N =  1,  n = 2000000000,  r =  0,   k = 1
+
+
+-----------------------------------------------
+Normal statistic                      :    0.11
+p-value of test                       :    0.46
+
+-----------------------------------------------
+CPU time used                    :  00:00:34.64
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleCorr test:
+-----------------------------------------------
+   N =  1,  n = 2000000000,  r =  0,   k = 2
+
+
+-----------------------------------------------
+Normal statistic                      :   -0.83
+p-value of test                       :    0.80
+
+-----------------------------------------------
+CPU time used                    :  00:00:34.43
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_AppearanceSpacings test:
+-----------------------------------------------
+   N =  1,   Q = 10000000,   K = 1000000000,   r = 0,   s = 3,   L = 15
+
+   Sequences of n = (K + Q)L =  15150000000 bits
+   Q = 10000000 initialization blocks
+   K = 1000000000 blocks for the test
+   the blocks have L = 15 bits
+
+
+
+-----------------------------------------------
+Normal statistic                      :    0.30
+p-value of test                       :    0.38
+
+-----------------------------------------------
+CPU time used                    :  00:02:02.62
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_AppearanceSpacings test:
+-----------------------------------------------
+   N =  1,   Q = 10000000,   K = 1000000000,   r = 27,   s = 3,   L = 15
+
+   Sequences of n = (K + Q)L =  15150000000 bits
+   Q = 10000000 initialization blocks
+   K = 1000000000 blocks for the test
+   the blocks have L = 15 bits
+
+
+
+-----------------------------------------------
+Normal statistic                      :   -0.57
+p-value of test                       :    0.72
+
+-----------------------------------------------
+CPU time used                    :  00:02:06.04
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r =  0,  k = 256,  Alpha =      0,  Beta =   0.25
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   67
+Chi-square statistic                  :   66.90
+p-value of test                       :    0.48
+
+-----------------------------------------------
+CPU time used                    :  00:01:28.97
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r = 20,  k = 256,  Alpha =      0,  Beta =   0.25
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   67
+Chi-square statistic                  :   53.93
+p-value of test                       :    0.88
+
+-----------------------------------------------
+CPU time used                    :  00:01:37.12
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r = 28,  k = 256,  Alpha =      0,  Beta =   0.25
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   67
+Chi-square statistic                  :   89.58
+p-value of test                       :    0.03
+
+-----------------------------------------------
+CPU time used                    :  00:01:40.29
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r =  0,  k = 256,  Alpha =      0,  Beta = 0.0625
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   37
+Chi-square statistic                  :   32.44
+p-value of test                       :    0.68
+
+-----------------------------------------------
+CPU time used                    :  00:01:24.47
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r = 10,  k = 256,  Alpha =      0,  Beta = 0.0625
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   37
+Chi-square statistic                  :   46.06
+p-value of test                       :    0.15
+
+-----------------------------------------------
+CPU time used                    :  00:01:39.63
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r = 26,  k = 256,  Alpha =      0,  Beta = 0.0625
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   37
+Chi-square statistic                  :   23.54
+p-value of test                       :    0.96
+
+-----------------------------------------------
+CPU time used                    :  00:01:38.19
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SumCollector test:
+-----------------------------------------------
+   N =  1,  n = 500000000,  r =  0,   g = 10
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   29
+Chi-square statistic                  :   38.05
+p-value of test                       :    0.12
+
+-----------------------------------------------
+CPU time used                    :  00:02:50.04
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N = 10,  n = 1000000,  r =  0,    s = 5,    L = 30,    k = 30
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.13
+p-value of test                       :    0.66
+
+Kolmogorov-Smirnov- statistic = D-    :    0.20
+p-value of test                       :    0.40
+
+Anderson-Darling statistic = A2       :    0.24
+p-value of test                       :    0.98
+
+Test on the sum of all N observations
+Number of degrees of freedom          :   40
+Chi-square statistic                  :   39.32
+p-value of test                       :    0.50
+
+-----------------------------------------------
+CPU time used                    :  00:01:26.25
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N = 10,  n = 1000000,  r = 25,    s = 5,    L = 30,    k = 30
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.32
+p-value of test                       :    0.10
+
+Kolmogorov-Smirnov- statistic = D-    :   0.053
+p-value of test                       :    0.92
+
+Anderson-Darling statistic = A2       :    1.37
+p-value of test                       :    0.21
+
+Test on the sum of all N observations
+Number of degrees of freedom          :   40
+Chi-square statistic                  :   26.44
+p-value of test                       :    0.95
+
+-----------------------------------------------
+CPU time used                    :  00:01:27.62
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N =  1,  n = 5000,  r =  0,    s = 4,    L = 1000,    k = 1000
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    3
+Chi-square statistic                  :    3.30
+p-value of test                       :    0.35
+
+-----------------------------------------------
+CPU time used                    :  00:02:15.45
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N =  1,  n = 5000,  r = 26,    s = 4,    L = 1000,    k = 1000
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    3
+Chi-square statistic                  :    2.73
+p-value of test                       :    0.43
+
+-----------------------------------------------
+CPU time used                    :  00:02:24.38
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N =  1,  n = 80,  r = 15,    s = 15,    L = 5000,    k = 5000
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    2
+Chi-square statistic                  :    1.44
+p-value of test                       :    0.49
+
+-----------------------------------------------
+CPU time used                    :  00:01:32.95
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N =  1,  n = 80,  r =  0,    s = 30,    L = 5000,    k = 5000
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    2
+Chi-square statistic                  :    0.37
+p-value of test                       :    0.83
+
+-----------------------------------------------
+CPU time used                    :  00:01:18.35
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_Savir2 test:
+-----------------------------------------------
+   N = 10,  n = 10000000,  r = 10,    m = 1048576,    t = 30
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.22
+p-value of test                       :    0.32
+
+Kolmogorov-Smirnov- statistic = D-    :    0.25
+p-value of test                       :    0.26
+
+Anderson-Darling statistic = A2       :    0.82
+p-value of test                       :    0.46
+
+Test on the sum of all N observations
+Number of degrees of freedom          :  130
+Chi-square statistic                  :  131.11
+p-value of test                       :    0.46
+
+-----------------------------------------------
+CPU time used                    :  00:00:58.37
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_GCD test:
+-----------------------------------------------
+   N = 10,  n = 50000000,  r =  0,   s = 30
+
+
+-----------------------------------------------
+Test results for GCD values:
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.063
+p-value of test                       :    0.89
+
+Kolmogorov-Smirnov- statistic = D-    :    0.27
+p-value of test                       :    0.19
+
+Anderson-Darling statistic = A2       :    0.82
+p-value of test                       :    0.46
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 17430
+Chi-square statistic                  :17591.13
+p-value of test                       :    0.19
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:53.78
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r =  0,   s = 5,   L0 =   50,   L1 =   50
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :   36
+ChiSquare statistic                   :   28.01
+p-value of test                       :    0.83
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :   35
+ChiSquare statistic                   :   31.89
+p-value of test                       :    0.62
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          :   25
+ChiSquare statistic                   :   21.37
+p-value of test                       :    0.67
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :   24
+ChiSquare statistic                   :   28.64
+p-value of test                       :    0.23
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :   17
+ChiSquare statistic                   :   14.80
+p-value of test                       :    0.61
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:52.51
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r = 25,   s = 5,   L0 =   50,   L1 =   50
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :   36
+ChiSquare statistic                   :   46.73
+p-value of test                       :    0.11
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :   35
+ChiSquare statistic                   :   37.93
+p-value of test                       :    0.34
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          :   25
+ChiSquare statistic                   :   18.78
+p-value of test                       :    0.81
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :   24
+ChiSquare statistic                   :   27.76
+p-value of test                       :    0.27
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :   17
+ChiSquare statistic                   :    8.83
+p-value of test                       :    0.95
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:53.04
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 10000000,  r =  0,   s = 10,   L0 = 1000,   L1 = 1000
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :  146
+ChiSquare statistic                   :  173.73
+p-value of test                       :    0.06
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :  146
+ChiSquare statistic                   :  152.19
+p-value of test                       :    0.35
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          :  500
+ChiSquare statistic                   :  534.78
+p-value of test                       :    0.14
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :  136
+ChiSquare statistic                   :  149.62
+p-value of test                       :    0.20
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :   74
+ChiSquare statistic                   :   83.41
+p-value of test                       :    0.21
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:02.20
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 10000000,  r = 20,   s = 10,   L0 = 1000,   L1 = 1000
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :  146
+ChiSquare statistic                   :  142.70
+p-value of test                       :    0.56
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :  146
+ChiSquare statistic                   :  115.30
+p-value of test                       :    0.97
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          :  500
+ChiSquare statistic                   :  534.93
+p-value of test                       :    0.14
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :  136
+ChiSquare statistic                   :  137.01
+p-value of test                       :    0.46
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :   74
+ChiSquare statistic                   :   72.85
+p-value of test                       :    0.52
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:59.95
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 1000000,  r =  0,   s = 15,   L0 = 10000,   L1 = 10000
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :  384
+ChiSquare statistic                   :  400.39
+p-value of test                       :    0.27
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :  384
+ChiSquare statistic                   :  368.40
+p-value of test                       :    0.71
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          : 5000
+ChiSquare statistic                   : 4854.66
+p-value of test                       :    0.93
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :  378
+ChiSquare statistic                   :  376.36
+p-value of test                       :    0.51
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :  200
+ChiSquare statistic                   :  214.76
+p-value of test                       :    0.23
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:49.93
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 1000000,  r = 15,   s = 15,   L0 = 10000,   L1 = 10000
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :  384
+ChiSquare statistic                   :  377.61
+p-value of test                       :    0.58
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :  384
+ChiSquare statistic                   :  369.98
+p-value of test                       :    0.69
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          : 5000
+ChiSquare statistic                   : 5122.54
+p-value of test                       :    0.11
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :  378
+ChiSquare statistic                   :  384.64
+p-value of test                       :    0.40
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :  200
+ChiSquare statistic                   :  174.34
+p-value of test                       :    0.90
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:50.01
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+scomp_LinearComp test:
+-----------------------------------------------
+   N =  1,  n = 400020,  r =  0,    s = 1
+
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   12
+Chi2 statistic for size of jumps      :   17.68
+p-value of test                       :    0.13
+
+
+-----------------------------------------------
+Normal statistic for number of jumps  : -403.29
+p-value of test                       : 1 - eps1    *****
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:07.80
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+scomp_LinearComp test:
+-----------------------------------------------
+   N =  1,  n = 400020,  r = 29,    s = 1
+
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   12
+Chi2 statistic for size of jumps      :   14.77
+p-value of test                       :    0.25
+
+
+-----------------------------------------------
+Normal statistic for number of jumps  : -402.48
+p-value of test                       : 1 - eps1    *****
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:07.82
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+scomp_LempelZiv test:
+-----------------------------------------------
+   N = 10,  n = 134217728,  r =  0,   s =   30,   k =   27
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.18
+p-value of test                       :    0.48
+
+Kolmogorov-Smirnov- statistic = D-    :   0.072
+p-value of test                       :    0.86
+
+Anderson-Darling statistic = A2       :    0.67
+p-value of test                       :    0.58
+
+Tests on the sum of all N observations
+Standardized normal statistic         :   -0.93
+p-value of test                       :    0.83
+
+Sample variance                       :    1.37
+p-value of test                       :    0.20
+
+-----------------------------------------------
+CPU time used                    :  00:00:57.62
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+scomp_LempelZiv test:
+-----------------------------------------------
+   N = 10,  n = 134217728,  r = 15,   s =   15,   k =   27
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.20
+p-value of test                       :    0.41
+
+Kolmogorov-Smirnov- statistic = D-    :    0.19
+p-value of test                       :    0.43
+
+Anderson-Darling statistic = A2       :    0.67
+p-value of test                       :    0.58
+
+Tests on the sum of all N observations
+Standardized normal statistic         :    0.10
+p-value of test                       :    0.46
+
+Sample variance                       :    0.37
+p-value of test                       :    0.95
+
+-----------------------------------------------
+CPU time used                    :  00:01:01.36
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sspectral_Fourier3 test:
+-----------------------------------------------
+   N = 100000,  n = 16384,  r =  0,   s =    3,   k =   14
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.016
+p-value of test                       :    0.13
+
+Kolmogorov-Smirnov- statistic = D-    : 5.72e-3
+p-value of test                       :    0.76
+
+Anderson-Darling statistic = A2       :    0.80
+p-value of test                       :    0.48
+
+-----------------------------------------------
+CPU time used                    :  00:00:48.60
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sspectral_Fourier3 test:
+-----------------------------------------------
+   N = 100000,  n = 16384,  r = 27,   s =    3,   k =   14
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.012
+p-value of test                       :    0.28
+
+Kolmogorov-Smirnov- statistic = D-    :   0.013
+p-value of test                       :    0.24
+
+Anderson-Darling statistic = A2       :    0.71
+p-value of test                       :    0.55
+
+-----------------------------------------------
+CPU time used                    :  00:00:48.14
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_LongestHeadRun test:
+-----------------------------------------------
+   N =  1,  n = 1000,  r =  0,   s = 3,   L = 10000020
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    8
+Chi-square statistic                  :    3.54
+p-value of test                       :    0.90
+
+-----------------------------------------------
+Global longest run of 1               :   34.00
+p-value of test                       :    0.25
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:41.54
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_LongestHeadRun test:
+-----------------------------------------------
+   N =  1,  n = 1000,  r = 27,   s = 3,   L = 10000020
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    8
+Chi-square statistic                  :   13.19
+p-value of test                       :    0.11
+
+-----------------------------------------------
+Global longest run of 1               :   32.00
+p-value of test                       :    0.50
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:45.72
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_PeriodsInStrings test:
+-----------------------------------------------
+   N = 10,  n = 500000000,  r =  0,   s =   10
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.14
+p-value of test                       :    0.61
+
+Kolmogorov-Smirnov- statistic = D-    :    0.13
+p-value of test                       :    0.65
+
+Anderson-Darling statistic = A2       :    0.34
+p-value of test                       :    0.90
+
+Test on the sum of all N observations
+Number of degrees of freedom          :  200
+Chi-square statistic                  :  188.94
+p-value of test                       :    0.70
+
+-----------------------------------------------
+CPU time used                    :  00:02:54.38
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_PeriodsInStrings test:
+-----------------------------------------------
+   N = 10,  n = 500000000,  r = 20,   s =   10
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.29
+p-value of test                       :    0.15
+
+Kolmogorov-Smirnov- statistic = D-    :   0.030
+p-value of test                       :    0.96
+
+Anderson-Darling statistic = A2       :    1.07
+p-value of test                       :    0.32
+
+Test on the sum of all N observations
+Number of degrees of freedom          :  200
+Chi-square statistic                  :  173.91
+p-value of test                       :    0.91
+
+-----------------------------------------------
+CPU time used                    :  00:03:03.27
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingWeight2 test:
+-----------------------------------------------
+   N = 10,  n = 1000000000,  r =  0,   s = 3,   L = 1000000
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.28
+p-value of test                       :    0.18
+
+Kolmogorov-Smirnov- statistic = D-    :   0.095
+p-value of test                       :    0.79
+
+Anderson-Darling statistic = A2       :    0.76
+p-value of test                       :    0.51
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 10000
+Chi-square statistic                  : 9904.24
+p-value of test                       :    0.75
+
+-----------------------------------------------
+CPU time used                    :  00:01:09.04
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingWeight2 test:
+-----------------------------------------------
+   N = 10,  n = 1000000000,  r = 27,   s = 3,   L = 1000000
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.21
+p-value of test                       :    0.35
+
+Kolmogorov-Smirnov- statistic = D-    :    0.11
+p-value of test                       :    0.73
+
+Anderson-Darling statistic = A2       :    0.66
+p-value of test                       :    0.59
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 10000
+Chi-square statistic                  : 9903.18
+p-value of test                       :    0.75
+
+-----------------------------------------------
+CPU time used                    :  00:01:10.96
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingCorr test:
+-----------------------------------------------
+   N =  1,  n = 1000000000,  r = 10,   s = 10,   L = 30
+
+
+
+-----------------------------------------------
+Normal statistic                      :   -0.36
+p-value of test                       :    0.64
+
+-----------------------------------------------
+CPU time used                    :  00:01:24.13
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingCorr test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r = 10,   s = 10,   L = 300
+
+
+
+-----------------------------------------------
+Normal statistic                      :   -1.04
+p-value of test                       :    0.85
+
+-----------------------------------------------
+CPU time used                    :  00:01:19.54
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingCorr test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r = 10,   s = 10,   L = 1200
+
+
+
+-----------------------------------------------
+Normal statistic                      :    0.31
+p-value of test                       :    0.38
+
+-----------------------------------------------
+CPU time used                    :  00:05:09.09
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N = 10,  n = 30000000,  r =  0,   s = 3,   L = 30,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.069
+p-value of test                       :    0.87
+
+Kolmogorov-Smirnov- statistic = D-    :    0.25
+p-value of test                       :    0.24
+
+Anderson-Darling statistic = A2       :    0.84
+p-value of test                       :    0.45
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 4890
+Chi-square statistic                  : 4985.29
+p-value of test                       :    0.17
+
+-----------------------------------------------
+CPU time used                    :  00:02:10.26
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N = 10,  n = 30000000,  r = 27,   s = 3,   L = 30,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.11
+p-value of test                       :    0.74
+
+Kolmogorov-Smirnov- statistic = D-    :    0.41
+p-value of test                       :    0.03
+
+Anderson-Darling statistic = A2       :    1.36
+p-value of test                       :    0.21
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 4890
+Chi-square statistic                  : 4990.13
+p-value of test                       :    0.16
+
+-----------------------------------------------
+CPU time used                    :  00:02:14.45
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N =  1,  n = 30000000,  r =  0,   s = 4,   L = 300,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+Number of degrees of freedom          : 4117
+Chi-square statistic                  : 4177.93
+p-value of test                       :    0.25
+
+-----------------------------------------------
+CPU time used                    :  00:01:36.44
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N =  1,  n = 30000000,  r = 26,   s = 4,   L = 300,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+Number of degrees of freedom          : 4117
+Chi-square statistic                  : 4108.48
+p-value of test                       :    0.53
+
+-----------------------------------------------
+CPU time used                    :  00:01:42.10
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N =  1,  n = 10000000,  r =  0,   s = 5,   L = 1200,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+Number of degrees of freedom          : 11825
+Chi-square statistic                  :11744.33
+p-value of test                       :    0.70
+
+-----------------------------------------------
+CPU time used                    :  00:01:47.25
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N =  1,  n = 10000000,  r = 25,   s = 5,   L = 1200,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+Number of degrees of freedom          : 11825
+Chi-square statistic                  :11699.99
+p-value of test                       :    0.79
+
+-----------------------------------------------
+CPU time used                    :  00:01:48.81
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_Run test:
+-----------------------------------------------
+   N =  1,  n = 2000000000,  r =  0,   s =    3
+
+
+-----------------------------------------------
+Total number of 1 runs:  2000000000
+
+Number of degrees of freedom          :   54
+Chi2 statistic for number of runs     :   46.70
+p-value of test                       :    0.75
+
+
+-----------------------------------------------
+Total number of bits:  8000048127
+
+Normal statistic for number of bits   :    0.38
+p-value of test                       :    0.35
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:23.45
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_Run test:
+-----------------------------------------------
+   N =  1,  n = 2000000000,  r = 27,   s =    3
+
+
+-----------------------------------------------
+Total number of 1 runs:  2000000000
+
+Number of degrees of freedom          :   54
+Chi2 statistic for number of runs     :   50.63
+p-value of test                       :    0.60
+
+
+-----------------------------------------------
+Total number of bits:  7999959627
+
+Normal statistic for number of bits   :   -0.32
+p-value of test                       :    0.63
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:26.05
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_AutoCor test:
+-----------------------------------------------
+   N = 10,  n = 1000000030,  r =  0,   s = 3,   d = 1
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.088
+p-value of test                       :    0.81
+
+Kolmogorov-Smirnov- statistic = D-    :    0.29
+p-value of test                       :    0.15
+
+Anderson-Darling statistic = A2       :    1.04
+p-value of test                       :    0.33
+
+Tests on the sum of all N observations
+Standardized normal statistic         :    1.12
+p-value of test                       :    0.13
+
+Sample variance                       :    0.66
+p-value of test                       :    0.74
+
+-----------------------------------------------
+CPU time used                    :  00:02:53.27
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_AutoCor test:
+-----------------------------------------------
+   N = 10,  n = 1000000029,  r =  0,   s = 3,   d = 3
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.14
+p-value of test                       :    0.64
+
+Kolmogorov-Smirnov- statistic = D-    :    0.13
+p-value of test                       :    0.66
+
+Anderson-Darling statistic = A2       :    0.25
+p-value of test                       :    0.97
+
+Tests on the sum of all N observations
+Standardized normal statistic         :    0.33
+p-value of test                       :    0.37
+
+Sample variance                       :    0.82
+p-value of test                       :    0.60
+
+-----------------------------------------------
+CPU time used                    :  00:02:35.73
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_AutoCor test:
+-----------------------------------------------
+   N = 10,  n = 1000000030,  r = 27,   s = 3,   d = 1
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.19
+p-value of test                       :    0.45
+
+Kolmogorov-Smirnov- statistic = D-    :    0.12
+p-value of test                       :    0.68
+
+Anderson-Darling statistic = A2       :    0.49
+p-value of test                       :    0.75
+
+Tests on the sum of all N observations
+Standardized normal statistic         :   -0.50
+p-value of test                       :    0.69
+
+Sample variance                       :    1.37
+p-value of test                       :    0.20
+
+-----------------------------------------------
+CPU time used                    :  00:03:00.20
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_AutoCor test:
+-----------------------------------------------
+   N = 10,  n = 1000000029,  r = 27,   s = 3,   d = 3
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.086
+p-value of test                       :    0.82
+
+Kolmogorov-Smirnov- statistic = D-    :    0.19
+p-value of test                       :    0.44
+
+Anderson-Darling statistic = A2       :    0.28
+p-value of test                       :    0.95
+
+Tests on the sum of all N observations
+Standardized normal statistic         :    0.24
+p-value of test                       :    0.40
+
+Sample variance                       :    1.13
+p-value of test                       :    0.34
+
+-----------------------------------------------
+CPU time used                    :  00:02:31.85
+
+Generator state:
+N/A
+
+
+
+
+========= Summary results of BigCrush =========
+
+ Version:          TestU01 1.2.3
+ Generator:        stdin
+ Number of statistics:  160
+ Total CPU time:   04:20:07.21
+ The following tests gave p-values outside [0.001, 0.9990]:
+ (eps  means a value < 1.0e-300):
+ (eps1 means a value < 1.0e-15):
+
+       Test                          p-value
+ ----------------------------------------------
+ 80  LinearComp, r = 0              1 - eps1
+ 81  LinearComp, r = 29             1 - eps1
+ ----------------------------------------------
+ All other tests were passed
+
+
+
+# 
+# Test duration: 1350.4745436515834 minutes
+# 
diff --git a/src/site/resources/txt/userguide/rng/stress/tu/run_1/tu_11 b/src/site/resources/txt/userguide/rng/stress/tu/run_1/tu_11
new file mode 100644
index 000000000..e33d72242
--- /dev/null
+++ b/src/site/resources/txt/userguide/rng/stress/tu/run_1/tu_11
@@ -0,0 +1,3795 @@
+# 
+# RNG: org.apache.commons.math4.rng.internal.source64.SplitMix64
+# 
+# Java: 1.8.0_66
+# Runtime: 1.8.0_66-b17
+# JVM: Java HotSpot(TM) 64-Bit Server VM 25.66-b17
+# OS: Linux 3.16.0-4-amd64 amd64
+# 
+# Analyzer: ./stdin2testu01 BigCrush 
+# 
+xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
+                 Starting BigCrush
+                 Version: TestU01 1.2.3
+xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
+
+
+***********************************************************
+Test smarsa_SerialOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N =  1,  n = 1000000000,  r =  0,   d =  256,   t =  3,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =           16777216
+       Expected number per cell =   59.604645
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =   0.0083558402,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          : 16711680
+Value of the statistic                : 1.67e+7
+p-value of test                       :    0.42
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:33.87
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_SerialOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N =  1,  n = 1000000000,  r = 22,   d =  256,   t =  3,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =           16777216
+       Expected number per cell =   59.604645
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =   0.0083558402,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          : 16711680
+Value of the statistic                : 1.67e+7
+p-value of test                       :    0.65
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:54.12
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  0,   d = 2097152,   t =  2,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1402
+p-value of test                       :    0.16
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334522
+  j =  1                              :        599997196
+  j =  2                              :             1402
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:04:15.50
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  9,   d = 2097152,   t =  2,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1322
+p-value of test                       :    0.87
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334442
+  j =  1                              :        599997356
+  j =  2                              :             1322
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:04:18.97
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  0,   d = 16384,   t =  3,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1363
+p-value of test                       :    0.51
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334483
+  j =  1                              :        599997274
+  j =  2                              :             1363
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:05:53.75
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r = 16,   d = 16384,   t =  3,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1399
+p-value of test                       :    0.18
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334519
+  j =  1                              :        599997202
+  j =  2                              :             1399
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:05:24.21
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  0,   d =   64,   t =  7,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1322
+p-value of test                       :    0.87
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334442
+  j =  1                              :        599997356
+  j =  2                              :             1322
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:06:04.97
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r = 24,   d =   64,   t =  7,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1380
+p-value of test                       :    0.34
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334500
+  j =  1                              :        599997240
+  j =  2                              :             1380
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:05:48.26
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  0,   d =    8,   t = 14,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1277
+p-value of test                       :    0.9911
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334397
+  j =  1                              :        599997446
+  j =  2                              :             1277
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:05:55.40
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r = 27,   d =    8,   t = 14,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1395
+p-value of test                       :    0.21
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334515
+  j =  1                              :        599997210
+  j =  2                              :             1395
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:05:44.36
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  0,   d =    4,   t = 21,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1361
+p-value of test                       :    0.53
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334481
+  j =  1                              :        599997278
+  j =  2                              :             1361
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:05:26.44
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r = 28,   d =    4,   t = 21,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1353
+p-value of test                       :    0.61
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334473
+  j =  1                              :        599997294
+  j =  2                              :             1353
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:05:15.53
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 100,  n = 10000000,  r =  0,    d = 2147483648,    t = 2,    p = 1
+
+
+      Number of cells = d^t = 4611686018427387904
+      Lambda = Poisson mean =      54.2101
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    5421.01
+Total observed number                 :    5498
+p-value of test                       :    0.15
+
+
+-----------------------------------------------
+CPU time used                    :  00:04:31.05
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 20000000,  r =  0,    d = 2097152,    t = 3,    p = 1
+
+
+      Number of cells = d^t = 9223372036854775808
+      Lambda = Poisson mean =     216.8404
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    4336.81
+Total observed number                 :    4319
+p-value of test                       :    0.60
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:54.84
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 30000000,  r = 14,    d = 65536,    t = 4,    p = 1
+
+
+      Number of cells = d^t = 18446744073709551616
+      Lambda = Poisson mean =     365.9182
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    7318.36
+Total observed number                 :    7347
+p-value of test                       :    0.37
+
+
+-----------------------------------------------
+CPU time used                    :  00:03:20.86
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 20000000,  r =  0,    d = 512,    t = 7,    p = 1
+
+
+      Number of cells = d^t = 9223372036854775808
+      Lambda = Poisson mean =     216.8404
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    4336.81
+Total observed number                 :    4313
+p-value of test                       :    0.64
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:23.96
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 20000000,  r =  7,    d = 512,    t = 7,    p = 1
+
+
+      Number of cells = d^t = 9223372036854775808
+      Lambda = Poisson mean =     216.8404
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    4336.81
+Total observed number                 :    4394
+p-value of test                       :    0.19
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:32.09
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 30000000,  r = 14,    d = 256,    t = 8,    p = 1
+
+
+      Number of cells = d^t = 18446744073709551616
+      Lambda = Poisson mean =     365.9182
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    7318.36
+Total observed number                 :    7266
+p-value of test                       :    0.73
+
+
+-----------------------------------------------
+CPU time used                    :  00:04:07.75
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 30000000,  r = 22,    d = 256,    t = 8,    p = 1
+
+
+      Number of cells = d^t = 18446744073709551616
+      Lambda = Poisson mean =     365.9182
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    7318.36
+Total observed number                 :    7299
+p-value of test                       :    0.59
+
+
+-----------------------------------------------
+CPU time used                    :  00:04:07.02
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 30000000,  r =  0,    d = 16,    t = 16,    p = 1
+
+
+      Number of cells = d^t = 18446744073709551616
+      Lambda = Poisson mean =     365.9182
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    7318.36
+Total observed number                 :    7310
+p-value of test                       :    0.54
+
+
+-----------------------------------------------
+CPU time used                    :  00:05:09.05
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 30000000,  r = 26,    d = 16,    t = 16,    p = 1
+
+
+      Number of cells = d^t = 18446744073709551616
+      Lambda = Poisson mean =     365.9182
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    7318.36
+Total observed number                 :    7423
+p-value of test                       :    0.11
+
+
+-----------------------------------------------
+CPU time used                    :  00:05:37.85
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+snpair_ClosePairs test:
+-----------------------------------------------
+   N = 30,  n = 6000000,  r =  0,  t = 3,  p = 0,  m = 30,  Torus =  TRUE
+
+
+---------------------------------------
+Test based on the 2 nearest points (NP):
+
+Stat. AD on the N values (NP)         :    0.74
+p-value of test                       :    0.53
+
+
+A2 test based on the spacings between the
+   successive jump times of process Y_n(t):
+
+A2 test on the values of A2 (m-NP)    :    1.13
+p-value of test                       :    0.30
+
+Test on the Nm values of W_{n,i}(mNP1):    0.93
+p-value of test                       :    0.40
+
+Test on the jump times of Y
+   (superposition of Yn):
+
+Expected number of jumps of Y = mN    :     900
+Number of jumps of Y                  :     860
+p-value of test                       :    0.91
+
+Stat. AD (mNP2)                       :    0.55
+p-value of test                       :    0.70
+
+Stat. AD after spacings (mNP2-S)      :    1.25
+p-value of test                       :    0.25
+
+-----------------------------------------------
+CPU time used                    :  00:03:19.32
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+snpair_ClosePairs test:
+-----------------------------------------------
+   N = 20,  n = 4000000,  r =  0,  t = 5,  p = 0,  m = 30,  Torus =  TRUE
+
+
+---------------------------------------
+Test based on the 2 nearest points (NP):
+
+Stat. AD on the N values (NP)         :    0.51
+p-value of test                       :    0.74
+
+
+A2 test based on the spacings between the
+   successive jump times of process Y_n(t):
+
+A2 test on the values of A2 (m-NP)    :    1.08
+p-value of test                       :    0.32
+
+Test on the Nm values of W_{n,i}(mNP1):    1.37
+p-value of test                       :    0.21
+
+Test on the jump times of Y
+   (superposition of Yn):
+
+Expected number of jumps of Y = mN    :     600
+Number of jumps of Y                  :     626
+p-value of test                       :    0.15
+
+Stat. AD (mNP2)                       :    0.49
+p-value of test                       :    0.76
+
+Stat. AD after spacings (mNP2-S)      :    1.90
+p-value of test                       :    0.10
+
+-----------------------------------------------
+CPU time used                    :  00:02:06.94
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+snpair_ClosePairs test:
+-----------------------------------------------
+   N = 10,  n = 3000000,  r =  0,  t = 9,  p = 0,  m = 30,  Torus =  TRUE
+
+
+---------------------------------------
+Test based on the 2 nearest points (NP):
+
+Stat. AD on the N values (NP)         :    1.32
+p-value of test                       :    0.23
+
+
+A2 test based on the spacings between the
+   successive jump times of process Y_n(t):
+
+A2 test on the values of A2 (m-NP)    :    0.32
+p-value of test                       :    0.92
+
+Test on the Nm values of W_{n,i}(mNP1):    0.36
+p-value of test                       :    0.89
+
+Test on the jump times of Y
+   (superposition of Yn):
+
+Expected number of jumps of Y = mN    :     300
+Number of jumps of Y                  :     300
+p-value of test                       :    0.51
+
+Stat. AD (mNP2)                       :    0.69
+p-value of test                       :    0.56
+
+Stat. AD after spacings (mNP2-S)      :    0.21
+p-value of test                       :    0.99
+
+-----------------------------------------------
+CPU time used                    :  00:03:06.80
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+snpair_ClosePairs test:
+-----------------------------------------------
+   N =  5,  n = 2000000,  r =  0,  t = 16,  p = 0,  m = 30,  Torus =  TRUE
+
+
+---------------------------------------
+Test based on the 2 nearest points (NP):
+
+Stat. AD on the N values (NP)         :    0.27
+p-value of test                       :    0.96
+
+
+A2 test based on the spacings between the
+   successive jump times of process Y_n(t):
+
+A2 test on the values of A2 (m-NP)    :    1.58
+p-value of test                       :    0.16
+
+Test on the Nm values of W_{n,i}(mNP1):    0.30
+p-value of test                       :    0.94
+
+Test on the jump times of Y
+   (superposition of Yn):
+
+Expected number of jumps of Y = mN    :     150
+Number of jumps of Y                  :     141
+p-value of test                       :    0.75
+
+Stat. AD (mNP2)                       :    1.33
+p-value of test                       :    0.22
+
+Stat. AD after spacings (mNP2-S)      :    0.52
+p-value of test                       :    0.72
+
+-----------------------------------------------
+CPU time used                    :  00:03:23.53
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_SimpPoker test:
+-----------------------------------------------
+   N =  1,  n = 400000000,  r =  0,   d =    8,   k =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    7
+Chi-square statistic                  :    5.26
+p-value of test                       :    0.63
+
+-----------------------------------------------
+CPU time used                    :  00:01:17.63
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_SimpPoker test:
+-----------------------------------------------
+   N =  1,  n = 400000000,  r = 27,   d =    8,   k =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    7
+Chi-square statistic                  :    5.35
+p-value of test                       :    0.62
+
+-----------------------------------------------
+CPU time used                    :  00:01:33.82
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_SimpPoker test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r =  0,   d =   32,   k =   32
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   18
+Chi-square statistic                  :   20.06
+p-value of test                       :    0.33
+
+-----------------------------------------------
+CPU time used                    :  00:01:16.72
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_SimpPoker test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r = 25,   d =   32,   k =   32
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   18
+Chi-square statistic                  :   10.39
+p-value of test                       :    0.92
+
+-----------------------------------------------
+CPU time used                    :  00:01:28.81
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_CouponCollector test:
+-----------------------------------------------
+   N =  1,  n = 200000000,  r =  0,   d =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   54
+Chi-square statistic                  :   52.09
+p-value of test                       :    0.55
+
+-----------------------------------------------
+CPU time used                    :  00:01:40.60
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_CouponCollector test:
+-----------------------------------------------
+   N =  1,  n = 200000000,  r = 10,   d =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   54
+Chi-square statistic                  :   68.39
+p-value of test                       :    0.09
+
+-----------------------------------------------
+CPU time used                    :  00:01:53.64
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_CouponCollector test:
+-----------------------------------------------
+   N =  1,  n = 200000000,  r = 20,   d =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   54
+Chi-square statistic                  :   38.64
+p-value of test                       :    0.94
+
+-----------------------------------------------
+CPU time used                    :  00:01:52.61
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_CouponCollector test:
+-----------------------------------------------
+   N =  1,  n = 200000000,  r = 27,   d =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   54
+Chi-square statistic                  :   62.95
+p-value of test                       :    0.19
+
+-----------------------------------------------
+CPU time used                    :  00:01:54.98
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Gap test:
+-----------------------------------------------
+   N =  1,  n = 500000000,  r =  0,   Alpha =        0,   Beta  =   0.0625
+
+
+-----------------------------------------------
+Number of degrees of freedom          :  232
+Chi-square statistic                  :  201.34
+p-value of test                       :    0.93
+
+-----------------------------------------------
+CPU time used                    :  00:02:09.26
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Gap test:
+-----------------------------------------------
+   N =  1,  n = 300000000,  r = 25,   Alpha =        0,   Beta  =  0.03125
+
+
+-----------------------------------------------
+Number of degrees of freedom          :  434
+Chi-square statistic                  :  445.52
+p-value of test                       :    0.34
+
+-----------------------------------------------
+CPU time used                    :  00:02:54.17
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Gap test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r =  0,   Alpha =        0,   Beta  = 0.0078125
+
+
+-----------------------------------------------
+Number of degrees of freedom          : 1437
+Chi-square statistic                  : 1401.96
+p-value of test                       :    0.74
+
+-----------------------------------------------
+CPU time used                    :  00:03:06.27
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Gap test:
+-----------------------------------------------
+   N =  1,  n = 10000000,  r = 20,   Alpha =        0,   Beta  = 0.000976562
+
+
+-----------------------------------------------
+Number of degrees of freedom          : 7046
+Chi-square statistic                  : 7078.92
+p-value of test                       :    0.39
+
+-----------------------------------------------
+CPU time used                    :  00:02:57.35
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Run test:
+-----------------------------------------------
+   N =  5,  n = 1000000000,  r =  0,   Up = FALSE
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.13
+p-value of test                       :    0.79
+
+Kolmogorov-Smirnov- statistic = D-    :    0.26
+p-value of test                       :    0.43
+
+Anderson-Darling statistic = A2       :    0.28
+p-value of test                       :    0.95
+
+Test on the sum of all N observations
+Number of degrees of freedom          :   30
+Chi-square statistic                  :   29.81
+p-value of test                       :    0.48
+
+-----------------------------------------------
+CPU time used                    :  00:01:44.72
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Run test:
+-----------------------------------------------
+   N = 10,  n = 1000000000,  r = 15,   Up =  TRUE
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.40
+p-value of test                       :    0.03
+
+Kolmogorov-Smirnov- statistic = D-    : 8.36e-3
+p-value of test                       :    0.9910
+
+Anderson-Darling statistic = A2       :    2.98
+p-value of test                       :    0.03
+
+Test on the sum of all N observations
+Number of degrees of freedom          :   60
+Chi-square statistic                  :   36.62
+p-value of test                       :    0.9926
+
+-----------------------------------------------
+CPU time used                    :  00:04:14.57
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_Permutation calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N =  1,  n = 1000000000,  r =  5,   t =  3,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =                  6
+       Expected number per cell =  1.6666667e+08
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =  2.5000002e-09,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          :    5
+Value of the statistic                :    5.67
+p-value of test                       :    0.34
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:14.31
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_Permutation calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N =  1,  n = 1000000000,  r =  5,   t =  5,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =                120
+       Expected number per cell =   8333333.3
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =  5.9500005e-08,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          :  119
+Value of the statistic                :  109.13
+p-value of test                       :    0.73
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:02.52
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_Permutation calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N =  1,  n = 500000000,  r =  5,   t =  7,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =               5040
+       Expected number per cell =   99206.349
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =  5.0390004e-06,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          : 5039
+Value of the statistic                : 5105.16
+p-value of test                       :    0.25
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:36.04
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_Permutation calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N =  1,  n = 500000000,  r = 10,   t = 10,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =            3628800
+       Expected number per cell =    137.7866
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =   0.0036287993,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          : 3628799
+Value of the statistic                : 3.63e+6
+p-value of test                       :    0.19
+
+
+-----------------------------------------------
+CPU time used                    :  00:03:14.04
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_CollisionPermut calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N = 20,  n = 20000000,  r =  0,   t = 14,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =        87178291200
+       Expected number per cell =  1 /  4358.9146
+       EColl = n^2 / (2k) =   2294.14912
+       Hashing =   TRUE
+
+       Collision test,    Mu =      2293.9736,    Sigma =    47.8841
+
+-----------------------------------------------
+Test Results for Collisions
+
+For the total number of collisions, we use
+      the Poisson approximation:
+Expected number of collisions = N*Mu  :    45879.47
+Observed number of collisions         :    45949
+p-value of test                       :    0.37
+
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :    1743165869949
+  j =  1                              :        399908107
+  j =  2                              :            45939
+  j =  3                              :                5
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:04:34.70
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_CollisionPermut calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N = 20,  n = 20000000,  r = 10,   t = 14,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =        87178291200
+       Expected number per cell =  1 /  4358.9146
+       EColl = n^2 / (2k) =   2294.14912
+       Hashing =   TRUE
+
+       Collision test,    Mu =      2293.9736,    Sigma =    47.8841
+
+-----------------------------------------------
+Test Results for Collisions
+
+For the total number of collisions, we use
+      the Poisson approximation:
+Expected number of collisions = N*Mu  :    45879.47
+Observed number of collisions         :    45681
+p-value of test                       :    0.82
+
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :    1743165869681
+  j =  1                              :        399908643
+  j =  2                              :            45671
+  j =  3                              :                5
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:04:48.73
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_MaxOft test:
+-----------------------------------------------
+   N = 40,  n = 10000000,  r =  0,   d = 100000,   t =  8
+
+      Number of categories = 100000
+      Expected number per category  = 100.00
+
+
+-----------------------------------------------
+Test results for chi2 with 99999 degrees of freedom:
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.097
+p-value of test                       :    0.44
+
+Kolmogorov-Smirnov- statistic = D-    :   0.099
+p-value of test                       :    0.43
+
+Anderson-Darling statistic = A2       :    0.54
+p-value of test                       :    0.71
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 3999960
+Chi-square statistic                  : 4.00e+6
+p-value of test                       :    0.74
+
+
+-----------------------------------------------
+Test results for Anderson-Darling:
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.24
+p-value of test                       :  7.2e-3
+
+Kolmogorov-Smirnov- statistic = D-    :   0.059
+p-value of test                       :    0.73
+
+Anderson-Darling statistic = A2       :    1.41
+p-value of test                       :    0.20
+
+
+-----------------------------------------------
+CPU time used                    :  00:03:30.65
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_MaxOft test:
+-----------------------------------------------
+   N = 30,  n = 10000000,  r =  0,   d = 100000,   t = 16
+
+      Number of categories = 100000
+      Expected number per category  = 100.00
+
+
+-----------------------------------------------
+Test results for chi2 with 99999 degrees of freedom:
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.093
+p-value of test                       :    0.56
+
+Kolmogorov-Smirnov- statistic = D-    :    0.21
+p-value of test                       :    0.06
+
+Anderson-Darling statistic = A2       :    1.15
+p-value of test                       :    0.29
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 2999970
+Chi-square statistic                  : 3.00e+6
+p-value of test                       :    0.33
+
+
+-----------------------------------------------
+Test results for Anderson-Darling:
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.011
+p-value of test                       :    0.98
+
+Kolmogorov-Smirnov- statistic = D-    :    0.23
+p-value of test                       :    0.04
+
+Anderson-Darling statistic = A2       :    2.94
+p-value of test                       :    0.03
+
+
+-----------------------------------------------
+CPU time used                    :  00:03:14.86
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_MaxOft test:
+-----------------------------------------------
+   N = 20,  n = 10000000,  r =  0,   d = 100000,   t = 24
+
+      Number of categories = 100000
+      Expected number per category  = 100.00
+
+
+-----------------------------------------------
+Test results for chi2 with 99999 degrees of freedom:
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.41
+p-value of test                       :  7.3e-4    *****
+
+Kolmogorov-Smirnov- statistic = D-    :   0.020
+p-value of test                       :    0.97
+
+Anderson-Darling statistic = A2       :    4.50
+p-value of test                       :  5.2e-3
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 1999980
+Chi-square statistic                  : 1.99e+6
+p-value of test                       :    0.9954
+
+
+-----------------------------------------------
+Test results for Anderson-Darling:
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.16
+p-value of test                       :    0.34
+
+Kolmogorov-Smirnov- statistic = D-    :    0.15
+p-value of test                       :    0.35
+
+Anderson-Darling statistic = A2       :    0.48
+p-value of test                       :    0.77
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:32.20
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_MaxOft test:
+-----------------------------------------------
+   N = 20,  n = 10000000,  r =  0,   d = 100000,   t = 32
+
+      Number of categories = 100000
+      Expected number per category  = 100.00
+
+
+-----------------------------------------------
+Test results for chi2 with 99999 degrees of freedom:
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.22
+p-value of test                       :    0.12
+
+Kolmogorov-Smirnov- statistic = D-    :   0.071
+p-value of test                       :    0.78
+
+Anderson-Darling statistic = A2       :    1.05
+p-value of test                       :    0.33
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 1999980
+Chi-square statistic                  : 2.00e+6
+p-value of test                       :    0.75
+
+
+-----------------------------------------------
+Test results for Anderson-Darling:
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.17
+p-value of test                       :    0.28
+
+Kolmogorov-Smirnov- statistic = D-    : 8.13e-3
+p-value of test                       :    0.9905
+
+Anderson-Darling statistic = A2       :    1.06
+p-value of test                       :    0.33
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:52.62
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleProd test:
+-----------------------------------------------
+   N = 40,  n = 10000000,  r =  0,   t = 8
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.062
+p-value of test                       :    0.70
+
+Kolmogorov-Smirnov- statistic = D-    :    0.13
+p-value of test                       :    0.26
+
+Anderson-Darling statistic = A2       :    0.98
+p-value of test                       :    0.37
+
+-----------------------------------------------
+CPU time used                    :  00:02:27.82
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleProd test:
+-----------------------------------------------
+   N = 20,  n = 10000000,  r =  0,   t = 16
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.082
+p-value of test                       :    0.73
+
+Kolmogorov-Smirnov- statistic = D-    :    0.12
+p-value of test                       :    0.50
+
+Anderson-Darling statistic = A2       :    0.37
+p-value of test                       :    0.88
+
+-----------------------------------------------
+CPU time used                    :  00:01:40.71
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleProd test:
+-----------------------------------------------
+   N = 20,  n = 10000000,  r =  0,   t = 24
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.23
+p-value of test                       :    0.10
+
+Kolmogorov-Smirnov- statistic = D-    :   0.017
+p-value of test                       :    0.98
+
+Anderson-Darling statistic = A2       :    1.38
+p-value of test                       :    0.21
+
+-----------------------------------------------
+CPU time used                    :  00:02:10.87
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleMean test:
+-----------------------------------------------
+   N = 20000000,  n = 30,  r =  0
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    : 1.87e-4
+p-value of test                       :    0.25
+
+Kolmogorov-Smirnov- statistic = D-    : 9.18e-5
+p-value of test                       :    0.71
+
+Anderson-Darling statistic = A2       :    0.62
+p-value of test                       :    0.63
+
+-----------------------------------------------
+CPU time used                    :  00:00:32.57
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleMean test:
+-----------------------------------------------
+   N = 20000000,  n = 30,  r = 10
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    : 1.05e-4
+p-value of test                       :    0.64
+
+Kolmogorov-Smirnov- statistic = D-    : 2.27e-4
+p-value of test                       :    0.13
+
+Anderson-Darling statistic = A2       :    1.22
+p-value of test                       :    0.26
+
+-----------------------------------------------
+CPU time used                    :  00:00:33.44
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleCorr test:
+-----------------------------------------------
+   N =  1,  n = 2000000000,  r =  0,   k = 1
+
+
+-----------------------------------------------
+Normal statistic                      :   -0.82
+p-value of test                       :    0.79
+
+-----------------------------------------------
+CPU time used                    :  00:00:33.62
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleCorr test:
+-----------------------------------------------
+   N =  1,  n = 2000000000,  r =  0,   k = 2
+
+
+-----------------------------------------------
+Normal statistic                      :    1.75
+p-value of test                       :    0.04
+
+-----------------------------------------------
+CPU time used                    :  00:00:33.64
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_AppearanceSpacings test:
+-----------------------------------------------
+   N =  1,   Q = 10000000,   K = 1000000000,   r = 0,   s = 3,   L = 15
+
+   Sequences of n = (K + Q)L =  15150000000 bits
+   Q = 10000000 initialization blocks
+   K = 1000000000 blocks for the test
+   the blocks have L = 15 bits
+
+
+
+-----------------------------------------------
+Normal statistic                      :   -1.04
+p-value of test                       :    0.85
+
+-----------------------------------------------
+CPU time used                    :  00:02:04.51
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_AppearanceSpacings test:
+-----------------------------------------------
+   N =  1,   Q = 10000000,   K = 1000000000,   r = 27,   s = 3,   L = 15
+
+   Sequences of n = (K + Q)L =  15150000000 bits
+   Q = 10000000 initialization blocks
+   K = 1000000000 blocks for the test
+   the blocks have L = 15 bits
+
+
+
+-----------------------------------------------
+Normal statistic                      :    0.81
+p-value of test                       :    0.21
+
+-----------------------------------------------
+CPU time used                    :  00:02:04.92
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r =  0,  k = 256,  Alpha =      0,  Beta =   0.25
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   67
+Chi-square statistic                  :   73.26
+p-value of test                       :    0.28
+
+-----------------------------------------------
+CPU time used                    :  00:01:22.45
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r = 20,  k = 256,  Alpha =      0,  Beta =   0.25
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   67
+Chi-square statistic                  :   54.58
+p-value of test                       :    0.86
+
+-----------------------------------------------
+CPU time used                    :  00:01:35.13
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r = 28,  k = 256,  Alpha =      0,  Beta =   0.25
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   67
+Chi-square statistic                  :   49.25
+p-value of test                       :    0.95
+
+-----------------------------------------------
+CPU time used                    :  00:01:34.20
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r =  0,  k = 256,  Alpha =      0,  Beta = 0.0625
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   37
+Chi-square statistic                  :   49.80
+p-value of test                       :    0.08
+
+-----------------------------------------------
+CPU time used                    :  00:01:22.17
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r = 10,  k = 256,  Alpha =      0,  Beta = 0.0625
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   37
+Chi-square statistic                  :   25.16
+p-value of test                       :    0.93
+
+-----------------------------------------------
+CPU time used                    :  00:01:33.95
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r = 26,  k = 256,  Alpha =      0,  Beta = 0.0625
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   37
+Chi-square statistic                  :   29.57
+p-value of test                       :    0.80
+
+-----------------------------------------------
+CPU time used                    :  00:01:38.39
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SumCollector test:
+-----------------------------------------------
+   N =  1,  n = 500000000,  r =  0,   g = 10
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   29
+Chi-square statistic                  :   37.44
+p-value of test                       :    0.14
+
+-----------------------------------------------
+CPU time used                    :  00:02:37.65
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N = 10,  n = 1000000,  r =  0,    s = 5,    L = 30,    k = 30
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.063
+p-value of test                       :    0.89
+
+Kolmogorov-Smirnov- statistic = D-    :    0.20
+p-value of test                       :    0.40
+
+Anderson-Darling statistic = A2       :    0.32
+p-value of test                       :    0.92
+
+Test on the sum of all N observations
+Number of degrees of freedom          :   40
+Chi-square statistic                  :   44.54
+p-value of test                       :    0.29
+
+-----------------------------------------------
+CPU time used                    :  00:01:26.93
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N = 10,  n = 1000000,  r = 25,    s = 5,    L = 30,    k = 30
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.24
+p-value of test                       :    0.26
+
+Kolmogorov-Smirnov- statistic = D-    :    0.11
+p-value of test                       :    0.74
+
+Anderson-Darling statistic = A2       :    0.71
+p-value of test                       :    0.54
+
+Test on the sum of all N observations
+Number of degrees of freedom          :   40
+Chi-square statistic                  :   38.62
+p-value of test                       :    0.53
+
+-----------------------------------------------
+CPU time used                    :  00:01:22.72
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N =  1,  n = 5000,  r =  0,    s = 4,    L = 1000,    k = 1000
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    3
+Chi-square statistic                  :    6.17
+p-value of test                       :    0.10
+
+-----------------------------------------------
+CPU time used                    :  00:02:18.52
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N =  1,  n = 5000,  r = 26,    s = 4,    L = 1000,    k = 1000
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    3
+Chi-square statistic                  :    1.51
+p-value of test                       :    0.68
+
+-----------------------------------------------
+CPU time used                    :  00:02:15.46
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N =  1,  n = 80,  r = 15,    s = 15,    L = 5000,    k = 5000
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    2
+Chi-square statistic                  :   0.059
+p-value of test                       :    0.97
+
+-----------------------------------------------
+CPU time used                    :  00:01:33.79
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N =  1,  n = 80,  r =  0,    s = 30,    L = 5000,    k = 5000
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    2
+Chi-square statistic                  :    0.77
+p-value of test                       :    0.68
+
+-----------------------------------------------
+CPU time used                    :  00:01:17.84
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_Savir2 test:
+-----------------------------------------------
+   N = 10,  n = 10000000,  r = 10,    m = 1048576,    t = 30
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.16
+p-value of test                       :    0.56
+
+Kolmogorov-Smirnov- statistic = D-    :    0.35
+p-value of test                       :    0.07
+
+Anderson-Darling statistic = A2       :    0.95
+p-value of test                       :    0.38
+
+Test on the sum of all N observations
+Number of degrees of freedom          :  130
+Chi-square statistic                  :  137.23
+p-value of test                       :    0.31
+
+-----------------------------------------------
+CPU time used                    :  00:00:57.67
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_GCD test:
+-----------------------------------------------
+   N = 10,  n = 50000000,  r =  0,   s = 30
+
+
+-----------------------------------------------
+Test results for GCD values:
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.26
+p-value of test                       :    0.23
+
+Kolmogorov-Smirnov- statistic = D-    :    0.10
+p-value of test                       :    0.76
+
+Anderson-Darling statistic = A2       :    0.44
+p-value of test                       :    0.81
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 17430
+Chi-square statistic                  :17385.97
+p-value of test                       :    0.59
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:55.51
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r =  0,   s = 5,   L0 =   50,   L1 =   50
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :   36
+ChiSquare statistic                   :   29.70
+p-value of test                       :    0.76
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :   35
+ChiSquare statistic                   :   41.56
+p-value of test                       :    0.21
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          :   25
+ChiSquare statistic                   :   19.40
+p-value of test                       :    0.78
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :   24
+ChiSquare statistic                   :   15.60
+p-value of test                       :    0.90
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :   17
+ChiSquare statistic                   :   24.14
+p-value of test                       :    0.12
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:50.82
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r = 25,   s = 5,   L0 =   50,   L1 =   50
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :   36
+ChiSquare statistic                   :   34.06
+p-value of test                       :    0.56
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :   35
+ChiSquare statistic                   :   24.86
+p-value of test                       :    0.90
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          :   25
+ChiSquare statistic                   :   22.87
+p-value of test                       :    0.59
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :   24
+ChiSquare statistic                   :   16.00
+p-value of test                       :    0.89
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :   17
+ChiSquare statistic                   :   19.86
+p-value of test                       :    0.28
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:51.77
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 10000000,  r =  0,   s = 10,   L0 = 1000,   L1 = 1000
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :  146
+ChiSquare statistic                   :  154.24
+p-value of test                       :    0.30
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :  146
+ChiSquare statistic                   :  164.38
+p-value of test                       :    0.14
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          :  500
+ChiSquare statistic                   :  481.61
+p-value of test                       :    0.71
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :  136
+ChiSquare statistic                   :  114.39
+p-value of test                       :    0.91
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :   74
+ChiSquare statistic                   :  100.15
+p-value of test                       :    0.02
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:00.37
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 10000000,  r = 20,   s = 10,   L0 = 1000,   L1 = 1000
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :  146
+ChiSquare statistic                   :  151.92
+p-value of test                       :    0.35
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :  146
+ChiSquare statistic                   :  141.16
+p-value of test                       :    0.60
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          :  500
+ChiSquare statistic                   :  526.56
+p-value of test                       :    0.20
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :  136
+ChiSquare statistic                   :  128.43
+p-value of test                       :    0.67
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :   74
+ChiSquare statistic                   :   57.96
+p-value of test                       :    0.92
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:00.68
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 1000000,  r =  0,   s = 15,   L0 = 10000,   L1 = 10000
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :  384
+ChiSquare statistic                   :  365.83
+p-value of test                       :    0.74
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :  384
+ChiSquare statistic                   :  351.72
+p-value of test                       :    0.88
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          : 5000
+ChiSquare statistic                   : 4974.44
+p-value of test                       :    0.60
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :  378
+ChiSquare statistic                   :  374.64
+p-value of test                       :    0.54
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :  200
+ChiSquare statistic                   :  221.82
+p-value of test                       :    0.14
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:49.56
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 1000000,  r = 15,   s = 15,   L0 = 10000,   L1 = 10000
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :  384
+ChiSquare statistic                   :  376.42
+p-value of test                       :    0.60
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :  384
+ChiSquare statistic                   :  420.86
+p-value of test                       :    0.09
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          : 5000
+ChiSquare statistic                   : 4876.83
+p-value of test                       :    0.89
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :  378
+ChiSquare statistic                   :  335.12
+p-value of test                       :    0.95
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :  200
+ChiSquare statistic                   :  220.37
+p-value of test                       :    0.15
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:47.94
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+scomp_LinearComp test:
+-----------------------------------------------
+   N =  1,  n = 400020,  r =  0,    s = 1
+
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   12
+Chi2 statistic for size of jumps      :    7.72
+p-value of test                       :    0.81
+
+
+-----------------------------------------------
+Normal statistic for number of jumps  :   -0.39
+p-value of test                       :    0.65
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:23.57
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+scomp_LinearComp test:
+-----------------------------------------------
+   N =  1,  n = 400020,  r = 29,    s = 1
+
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   12
+Chi2 statistic for size of jumps      :   12.61
+p-value of test                       :    0.40
+
+
+-----------------------------------------------
+Normal statistic for number of jumps  :    0.62
+p-value of test                       :    0.27
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:35.45
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+scomp_LempelZiv test:
+-----------------------------------------------
+   N = 10,  n = 134217728,  r =  0,   s =   30,   k =   27
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.13
+p-value of test                       :    0.65
+
+Kolmogorov-Smirnov- statistic = D-    :    0.19
+p-value of test                       :    0.44
+
+Anderson-Darling statistic = A2       :    0.37
+p-value of test                       :    0.87
+
+Tests on the sum of all N observations
+Standardized normal statistic         :   0.016
+p-value of test                       :    0.49
+
+Sample variance                       :    1.24
+p-value of test                       :    0.27
+
+-----------------------------------------------
+CPU time used                    :  00:01:06.56
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+scomp_LempelZiv test:
+-----------------------------------------------
+   N = 10,  n = 134217728,  r = 15,   s =   15,   k =   27
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.24
+p-value of test                       :    0.28
+
+Kolmogorov-Smirnov- statistic = D-    :   0.072
+p-value of test                       :    0.87
+
+Anderson-Darling statistic = A2       :    0.89
+p-value of test                       :    0.42
+
+Tests on the sum of all N observations
+Standardized normal statistic         :   -0.97
+p-value of test                       :    0.83
+
+Sample variance                       :    0.83
+p-value of test                       :    0.58
+
+-----------------------------------------------
+CPU time used                    :  00:00:59.09
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sspectral_Fourier3 test:
+-----------------------------------------------
+   N = 100000,  n = 16384,  r =  0,   s =    3,   k =   14
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    : 9.35e-3
+p-value of test                       :    0.49
+
+Kolmogorov-Smirnov- statistic = D-    : 6.91e-3
+p-value of test                       :    0.67
+
+Anderson-Darling statistic = A2       :    0.44
+p-value of test                       :    0.81
+
+-----------------------------------------------
+CPU time used                    :  00:00:47.15
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sspectral_Fourier3 test:
+-----------------------------------------------
+   N = 100000,  n = 16384,  r = 27,   s =    3,   k =   14
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    : 6.89e-3
+p-value of test                       :    0.67
+
+Kolmogorov-Smirnov- statistic = D-    : 9.25e-3
+p-value of test                       :    0.49
+
+Anderson-Darling statistic = A2       :    0.26
+p-value of test                       :    0.97
+
+-----------------------------------------------
+CPU time used                    :  00:00:46.85
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_LongestHeadRun test:
+-----------------------------------------------
+   N =  1,  n = 1000,  r =  0,   s = 3,   L = 10000020
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    8
+Chi-square statistic                  :    5.17
+p-value of test                       :    0.74
+
+-----------------------------------------------
+Global longest run of 1               :   34.00
+p-value of test                       :    0.25
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:42.17
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_LongestHeadRun test:
+-----------------------------------------------
+   N =  1,  n = 1000,  r = 27,   s = 3,   L = 10000020
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    8
+Chi-square statistic                  :    7.96
+p-value of test                       :    0.44
+
+-----------------------------------------------
+Global longest run of 1               :   31.00
+p-value of test                       :    0.69
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:42.73
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_PeriodsInStrings test:
+-----------------------------------------------
+   N = 10,  n = 500000000,  r =  0,   s =   10
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.11
+p-value of test                       :    0.73
+
+Kolmogorov-Smirnov- statistic = D-    :    0.25
+p-value of test                       :    0.24
+
+Anderson-Darling statistic = A2       :    0.84
+p-value of test                       :    0.45
+
+Test on the sum of all N observations
+Number of degrees of freedom          :  200
+Chi-square statistic                  :  218.15
+p-value of test                       :    0.18
+
+-----------------------------------------------
+CPU time used                    :  00:02:58.00
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_PeriodsInStrings test:
+-----------------------------------------------
+   N = 10,  n = 500000000,  r = 20,   s =   10
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.19
+p-value of test                       :    0.42
+
+Kolmogorov-Smirnov- statistic = D-    :    0.27
+p-value of test                       :    0.20
+
+Anderson-Darling statistic = A2       :    0.95
+p-value of test                       :    0.38
+
+Test on the sum of all N observations
+Number of degrees of freedom          :  200
+Chi-square statistic                  :  211.05
+p-value of test                       :    0.28
+
+-----------------------------------------------
+CPU time used                    :  00:02:55.72
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingWeight2 test:
+-----------------------------------------------
+   N = 10,  n = 1000000000,  r =  0,   s = 3,   L = 1000000
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.062
+p-value of test                       :    0.89
+
+Kolmogorov-Smirnov- statistic = D-    :    0.27
+p-value of test                       :    0.20
+
+Anderson-Darling statistic = A2       :    1.11
+p-value of test                       :    0.30
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 10000
+Chi-square statistic                  :10197.59
+p-value of test                       :    0.08
+
+-----------------------------------------------
+CPU time used                    :  00:01:08.60
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingWeight2 test:
+-----------------------------------------------
+   N = 10,  n = 1000000000,  r = 27,   s = 3,   L = 1000000
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.065
+p-value of test                       :    0.88
+
+Kolmogorov-Smirnov- statistic = D-    :    0.27
+p-value of test                       :    0.19
+
+Anderson-Darling statistic = A2       :    1.14
+p-value of test                       :    0.29
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 10000
+Chi-square statistic                  :10181.56
+p-value of test                       :    0.10
+
+-----------------------------------------------
+CPU time used                    :  00:01:10.94
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingCorr test:
+-----------------------------------------------
+   N =  1,  n = 1000000000,  r = 10,   s = 10,   L = 30
+
+
+
+-----------------------------------------------
+Normal statistic                      :    0.62
+p-value of test                       :    0.27
+
+-----------------------------------------------
+CPU time used                    :  00:01:24.14
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingCorr test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r = 10,   s = 10,   L = 300
+
+
+
+-----------------------------------------------
+Normal statistic                      :    0.20
+p-value of test                       :    0.42
+
+-----------------------------------------------
+CPU time used                    :  00:01:18.62
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingCorr test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r = 10,   s = 10,   L = 1200
+
+
+
+-----------------------------------------------
+Normal statistic                      :   -1.33
+p-value of test                       :    0.91
+
+-----------------------------------------------
+CPU time used                    :  00:05:09.51
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N = 10,  n = 30000000,  r =  0,   s = 3,   L = 30,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.30
+p-value of test                       :    0.13
+
+Kolmogorov-Smirnov- statistic = D-    :   0.029
+p-value of test                       :    0.96
+
+Anderson-Darling statistic = A2       :    1.45
+p-value of test                       :    0.19
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 4890
+Chi-square statistic                  : 4735.64
+p-value of test                       :    0.94
+
+-----------------------------------------------
+CPU time used                    :  00:02:13.43
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N = 10,  n = 30000000,  r = 27,   s = 3,   L = 30,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.18
+p-value of test                       :    0.49
+
+Kolmogorov-Smirnov- statistic = D-    :   0.077
+p-value of test                       :    0.85
+
+Anderson-Darling statistic = A2       :    0.49
+p-value of test                       :    0.75
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 4890
+Chi-square statistic                  : 4833.33
+p-value of test                       :    0.72
+
+-----------------------------------------------
+CPU time used                    :  00:02:14.46
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N =  1,  n = 30000000,  r =  0,   s = 4,   L = 300,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+Number of degrees of freedom          : 4117
+Chi-square statistic                  : 4081.96
+p-value of test                       :    0.65
+
+-----------------------------------------------
+CPU time used                    :  00:01:39.05
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N =  1,  n = 30000000,  r = 26,   s = 4,   L = 300,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+Number of degrees of freedom          : 4117
+Chi-square statistic                  : 4202.00
+p-value of test                       :    0.17
+
+-----------------------------------------------
+CPU time used                    :  00:01:38.97
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N =  1,  n = 10000000,  r =  0,   s = 5,   L = 1200,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+Number of degrees of freedom          : 11825
+Chi-square statistic                  :11859.94
+p-value of test                       :    0.41
+
+-----------------------------------------------
+CPU time used                    :  00:01:47.40
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N =  1,  n = 10000000,  r = 25,   s = 5,   L = 1200,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+Number of degrees of freedom          : 11825
+Chi-square statistic                  :11710.35
+p-value of test                       :    0.77
+
+-----------------------------------------------
+CPU time used                    :  00:01:49.42
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_Run test:
+-----------------------------------------------
+   N =  1,  n = 2000000000,  r =  0,   s =    3
+
+
+-----------------------------------------------
+Total number of 1 runs:  2000000000
+
+Number of degrees of freedom          :   54
+Chi2 statistic for number of runs     :   36.70
+p-value of test                       :    0.97
+
+
+-----------------------------------------------
+Total number of bits:  7999988499
+
+Normal statistic for number of bits   :  -0.091
+p-value of test                       :    0.54
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:20.29
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_Run test:
+-----------------------------------------------
+   N =  1,  n = 2000000000,  r = 27,   s =    3
+
+
+-----------------------------------------------
+Total number of 1 runs:  2000000000
+
+Number of degrees of freedom          :   54
+Chi2 statistic for number of runs     :   53.24
+p-value of test                       :    0.50
+
+
+-----------------------------------------------
+Total number of bits:  7999932948
+
+Normal statistic for number of bits   :   -0.53
+p-value of test                       :    0.70
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:22.52
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_AutoCor test:
+-----------------------------------------------
+   N = 10,  n = 1000000030,  r =  0,   s = 3,   d = 1
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.096
+p-value of test                       :    0.78
+
+Kolmogorov-Smirnov- statistic = D-    :    0.20
+p-value of test                       :    0.41
+
+Anderson-Darling statistic = A2       :    0.56
+p-value of test                       :    0.69
+
+Tests on the sum of all N observations
+Standardized normal statistic         :    0.67
+p-value of test                       :    0.25
+
+Sample variance                       :    0.59
+p-value of test                       :    0.81
+
+-----------------------------------------------
+CPU time used                    :  00:02:52.10
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_AutoCor test:
+-----------------------------------------------
+   N = 10,  n = 1000000029,  r =  0,   s = 3,   d = 3
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.25
+p-value of test                       :    0.25
+
+Kolmogorov-Smirnov- statistic = D-    :   0.036
+p-value of test                       :    0.95
+
+Anderson-Darling statistic = A2       :    0.99
+p-value of test                       :    0.36
+
+Tests on the sum of all N observations
+Standardized normal statistic         :   -1.34
+p-value of test                       :    0.91
+
+Sample variance                       :    1.17
+p-value of test                       :    0.31
+
+-----------------------------------------------
+CPU time used                    :  00:02:40.37
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_AutoCor test:
+-----------------------------------------------
+   N = 10,  n = 1000000030,  r = 27,   s = 3,   d = 1
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.10
+p-value of test                       :    0.76
+
+Kolmogorov-Smirnov- statistic = D-    :    0.24
+p-value of test                       :    0.27
+
+Anderson-Darling statistic = A2       :    0.62
+p-value of test                       :    0.63
+
+Tests on the sum of all N observations
+Standardized normal statistic         :    0.80
+p-value of test                       :    0.21
+
+Sample variance                       :    0.79
+p-value of test                       :    0.62
+
+-----------------------------------------------
+CPU time used                    :  00:02:51.54
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_AutoCor test:
+-----------------------------------------------
+   N = 10,  n = 1000000029,  r = 27,   s = 3,   d = 3
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.18
+p-value of test                       :    0.48
+
+Kolmogorov-Smirnov- statistic = D-    :    0.23
+p-value of test                       :    0.31
+
+Anderson-Darling statistic = A2       :    0.75
+p-value of test                       :    0.52
+
+Tests on the sum of all N observations
+Standardized normal statistic         :   -0.23
+p-value of test                       :    0.59
+
+Sample variance                       :    1.55
+p-value of test                       :    0.12
+
+-----------------------------------------------
+CPU time used                    :  00:02:30.34
+
+Generator state:
+N/A
+
+
+
+
+========= Summary results of BigCrush =========
+
+ Version:          TestU01 1.2.3
+ Generator:        stdin
+ Number of statistics:  160
+ Total CPU time:   04:20:08.45
+
+ All tests were passed
+
+
+
+# 
+# Test duration: 1356.1262149745833 minutes
+# 
diff --git a/src/site/resources/txt/userguide/rng/stress/tu/run_1/tu_12 b/src/site/resources/txt/userguide/rng/stress/tu/run_1/tu_12
new file mode 100644
index 000000000..4d9d01a94
--- /dev/null
+++ b/src/site/resources/txt/userguide/rng/stress/tu/run_1/tu_12
@@ -0,0 +1,3803 @@
+# 
+# RNG: org.apache.commons.math4.rng.internal.source64.XorShift1024Star
+# 
+# Java: 1.8.0_66
+# Runtime: 1.8.0_66-b17
+# JVM: Java HotSpot(TM) 64-Bit Server VM 25.66-b17
+# OS: Linux 3.16.0-4-amd64 amd64
+# 
+# Analyzer: ./stdin2testu01 BigCrush 
+# 
+xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
+                 Starting BigCrush
+                 Version: TestU01 1.2.3
+xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
+
+
+***********************************************************
+Test smarsa_SerialOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N =  1,  n = 1000000000,  r =  0,   d =  256,   t =  3,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =           16777216
+       Expected number per cell =   59.604645
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =   0.0083558402,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          : 16711680
+Value of the statistic                : 1.67e+7
+p-value of test                       :    0.12
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:12.69
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_SerialOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N =  1,  n = 1000000000,  r = 22,   d =  256,   t =  3,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =           16777216
+       Expected number per cell =   59.604645
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =   0.0083558402,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          : 16711680
+Value of the statistic                : 1.67e+7
+p-value of test                       :    0.76
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:35.97
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  0,   d = 2097152,   t =  2,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1351
+p-value of test                       :    0.63
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334471
+  j =  1                              :        599997298
+  j =  2                              :             1351
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:06:20.64
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  9,   d = 2097152,   t =  2,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1363
+p-value of test                       :    0.51
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334483
+  j =  1                              :        599997274
+  j =  2                              :             1363
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:04:22.63
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  0,   d = 16384,   t =  3,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1347
+p-value of test                       :    0.67
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334467
+  j =  1                              :        599997306
+  j =  2                              :             1347
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:05:30.73
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r = 16,   d = 16384,   t =  3,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1346
+p-value of test                       :    0.68
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334466
+  j =  1                              :        599997308
+  j =  2                              :             1346
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:05:52.54
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  0,   d =   64,   t =  7,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1339
+p-value of test                       :    0.75
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334459
+  j =  1                              :        599997322
+  j =  2                              :             1339
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:06:16.22
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r = 24,   d =   64,   t =  7,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1412
+p-value of test                       :    0.10
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334532
+  j =  1                              :        599997176
+  j =  2                              :             1412
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:06:03.73
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  0,   d =    8,   t = 14,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1382
+p-value of test                       :    0.32
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334502
+  j =  1                              :        599997236
+  j =  2                              :             1382
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:05:44.71
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r = 27,   d =    8,   t = 14,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1378
+p-value of test                       :    0.36
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334498
+  j =  1                              :        599997244
+  j =  2                              :             1378
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:05:53.44
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  0,   d =    4,   t = 21,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1406
+p-value of test                       :    0.13
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334526
+  j =  1                              :        599997188
+  j =  2                              :             1406
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:06:00.03
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r = 28,   d =    4,   t = 21,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1326
+p-value of test                       :    0.85
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334446
+  j =  1                              :        599997348
+  j =  2                              :             1326
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:05:22.67
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 100,  n = 10000000,  r =  0,    d = 2147483648,    t = 2,    p = 1
+
+
+      Number of cells = d^t = 4611686018427387904
+      Lambda = Poisson mean =      54.2101
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    5421.01
+Total observed number                 :    5441
+p-value of test                       :    0.39
+
+
+-----------------------------------------------
+CPU time used                    :  00:04:27.51
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 20000000,  r =  0,    d = 2097152,    t = 3,    p = 1
+
+
+      Number of cells = d^t = 9223372036854775808
+      Lambda = Poisson mean =     216.8404
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    4336.81
+Total observed number                 :    4421
+p-value of test                       :    0.10
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:56.13
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 30000000,  r = 14,    d = 65536,    t = 4,    p = 1
+
+
+      Number of cells = d^t = 18446744073709551616
+      Lambda = Poisson mean =     365.9182
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    7318.36
+Total observed number                 :    7257
+p-value of test                       :    0.76
+
+
+-----------------------------------------------
+CPU time used                    :  00:03:14.34
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 20000000,  r =  0,    d = 512,    t = 7,    p = 1
+
+
+      Number of cells = d^t = 9223372036854775808
+      Lambda = Poisson mean =     216.8404
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    4336.81
+Total observed number                 :    4363
+p-value of test                       :    0.35
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:22.39
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 20000000,  r =  7,    d = 512,    t = 7,    p = 1
+
+
+      Number of cells = d^t = 9223372036854775808
+      Lambda = Poisson mean =     216.8404
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    4336.81
+Total observed number                 :    4418
+p-value of test                       :    0.11
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:31.98
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 30000000,  r = 14,    d = 256,    t = 8,    p = 1
+
+
+      Number of cells = d^t = 18446744073709551616
+      Lambda = Poisson mean =     365.9182
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    7318.36
+Total observed number                 :    7290
+p-value of test                       :    0.63
+
+
+-----------------------------------------------
+CPU time used                    :  00:04:00.56
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 30000000,  r = 22,    d = 256,    t = 8,    p = 1
+
+
+      Number of cells = d^t = 18446744073709551616
+      Lambda = Poisson mean =     365.9182
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    7318.36
+Total observed number                 :    7385
+p-value of test                       :    0.22
+
+
+-----------------------------------------------
+CPU time used                    :  00:03:59.22
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 30000000,  r =  0,    d = 16,    t = 16,    p = 1
+
+
+      Number of cells = d^t = 18446744073709551616
+      Lambda = Poisson mean =     365.9182
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    7318.36
+Total observed number                 :    7362
+p-value of test                       :    0.31
+
+
+-----------------------------------------------
+CPU time used                    :  00:04:57.60
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 30000000,  r = 26,    d = 16,    t = 16,    p = 1
+
+
+      Number of cells = d^t = 18446744073709551616
+      Lambda = Poisson mean =     365.9182
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    7318.36
+Total observed number                 :    7264
+p-value of test                       :    0.74
+
+
+-----------------------------------------------
+CPU time used                    :  00:05:37.30
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+snpair_ClosePairs test:
+-----------------------------------------------
+   N = 30,  n = 6000000,  r =  0,  t = 3,  p = 0,  m = 30,  Torus =  TRUE
+
+
+---------------------------------------
+Test based on the 2 nearest points (NP):
+
+Stat. AD on the N values (NP)         :    0.65
+p-value of test                       :    0.60
+
+
+A2 test based on the spacings between the
+   successive jump times of process Y_n(t):
+
+A2 test on the values of A2 (m-NP)    :    0.83
+p-value of test                       :    0.46
+
+Test on the Nm values of W_{n,i}(mNP1):    2.98
+p-value of test                       :    0.03
+
+Test on the jump times of Y
+   (superposition of Yn):
+
+Expected number of jumps of Y = mN    :     900
+Number of jumps of Y                  :     948
+p-value of test                       :    0.06
+
+Stat. AD (mNP2)                       :    1.73
+p-value of test                       :    0.13
+
+Stat. AD after spacings (mNP2-S)      :    0.85
+p-value of test                       :    0.45
+
+-----------------------------------------------
+CPU time used                    :  00:03:14.19
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+snpair_ClosePairs test:
+-----------------------------------------------
+   N = 20,  n = 4000000,  r =  0,  t = 5,  p = 0,  m = 30,  Torus =  TRUE
+
+
+---------------------------------------
+Test based on the 2 nearest points (NP):
+
+Stat. AD on the N values (NP)         :    1.00
+p-value of test                       :    0.35
+
+
+A2 test based on the spacings between the
+   successive jump times of process Y_n(t):
+
+A2 test on the values of A2 (m-NP)    :    1.71
+p-value of test                       :    0.13
+
+Test on the Nm values of W_{n,i}(mNP1):    1.03
+p-value of test                       :    0.34
+
+Test on the jump times of Y
+   (superposition of Yn):
+
+Expected number of jumps of Y = mN    :     600
+Number of jumps of Y                  :     578
+p-value of test                       :    0.81
+
+Stat. AD (mNP2)                       :    0.54
+p-value of test                       :    0.71
+
+Stat. AD after spacings (mNP2-S)      :    0.45
+p-value of test                       :    0.79
+
+-----------------------------------------------
+CPU time used                    :  00:02:11.25
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+snpair_ClosePairs test:
+-----------------------------------------------
+   N = 10,  n = 3000000,  r =  0,  t = 9,  p = 0,  m = 30,  Torus =  TRUE
+
+
+---------------------------------------
+Test based on the 2 nearest points (NP):
+
+Stat. AD on the N values (NP)         :    2.45
+p-value of test                       :    0.05
+
+
+A2 test based on the spacings between the
+   successive jump times of process Y_n(t):
+
+A2 test on the values of A2 (m-NP)    :    2.12
+p-value of test                       :    0.08
+
+Test on the Nm values of W_{n,i}(mNP1):    1.25
+p-value of test                       :    0.25
+
+Test on the jump times of Y
+   (superposition of Yn):
+
+Expected number of jumps of Y = mN    :     300
+Number of jumps of Y                  :     289
+p-value of test                       :    0.73
+
+Stat. AD (mNP2)                       :    2.77
+p-value of test                       :    0.04
+
+Stat. AD after spacings (mNP2-S)      :    0.87
+p-value of test                       :    0.44
+
+-----------------------------------------------
+CPU time used                    :  00:03:00.61
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+snpair_ClosePairs test:
+-----------------------------------------------
+   N =  5,  n = 2000000,  r =  0,  t = 16,  p = 0,  m = 30,  Torus =  TRUE
+
+
+---------------------------------------
+Test based on the 2 nearest points (NP):
+
+Stat. AD on the N values (NP)         :    0.58
+p-value of test                       :    0.66
+
+
+A2 test based on the spacings between the
+   successive jump times of process Y_n(t):
+
+A2 test on the values of A2 (m-NP)    :    0.77
+p-value of test                       :    0.49
+
+Test on the Nm values of W_{n,i}(mNP1):    1.01
+p-value of test                       :    0.35
+
+Test on the jump times of Y
+   (superposition of Yn):
+
+Expected number of jumps of Y = mN    :     150
+Number of jumps of Y                  :     161
+p-value of test                       :    0.19
+
+Stat. AD (mNP2)                       :    0.29
+p-value of test                       :    0.95
+
+Stat. AD after spacings (mNP2-S)      :    0.72
+p-value of test                       :    0.54
+
+-----------------------------------------------
+CPU time used                    :  00:03:16.10
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_SimpPoker test:
+-----------------------------------------------
+   N =  1,  n = 400000000,  r =  0,   d =    8,   k =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    7
+Chi-square statistic                  :    0.32
+p-value of test                       :    0.9999    *****
+
+-----------------------------------------------
+CPU time used                    :  00:01:17.28
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_SimpPoker test:
+-----------------------------------------------
+   N =  1,  n = 400000000,  r = 27,   d =    8,   k =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    7
+Chi-square statistic                  :   10.67
+p-value of test                       :    0.15
+
+-----------------------------------------------
+CPU time used                    :  00:01:31.35
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_SimpPoker test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r =  0,   d =   32,   k =   32
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   18
+Chi-square statistic                  :   18.51
+p-value of test                       :    0.42
+
+-----------------------------------------------
+CPU time used                    :  00:01:16.51
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_SimpPoker test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r = 25,   d =   32,   k =   32
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   18
+Chi-square statistic                  :   20.49
+p-value of test                       :    0.31
+
+-----------------------------------------------
+CPU time used                    :  00:01:30.88
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_CouponCollector test:
+-----------------------------------------------
+   N =  1,  n = 200000000,  r =  0,   d =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   54
+Chi-square statistic                  :   61.87
+p-value of test                       :    0.22
+
+-----------------------------------------------
+CPU time used                    :  00:01:42.81
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_CouponCollector test:
+-----------------------------------------------
+   N =  1,  n = 200000000,  r = 10,   d =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   54
+Chi-square statistic                  :   32.45
+p-value of test                       :    0.9912
+
+-----------------------------------------------
+CPU time used                    :  00:01:56.89
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_CouponCollector test:
+-----------------------------------------------
+   N =  1,  n = 200000000,  r = 20,   d =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   54
+Chi-square statistic                  :   50.89
+p-value of test                       :    0.59
+
+-----------------------------------------------
+CPU time used                    :  00:01:59.28
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_CouponCollector test:
+-----------------------------------------------
+   N =  1,  n = 200000000,  r = 27,   d =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   54
+Chi-square statistic                  :   56.98
+p-value of test                       :    0.36
+
+-----------------------------------------------
+CPU time used                    :  00:01:57.72
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Gap test:
+-----------------------------------------------
+   N =  1,  n = 500000000,  r =  0,   Alpha =        0,   Beta  =   0.0625
+
+
+-----------------------------------------------
+Number of degrees of freedom          :  232
+Chi-square statistic                  :  193.95
+p-value of test                       :    0.97
+
+-----------------------------------------------
+CPU time used                    :  00:02:10.30
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Gap test:
+-----------------------------------------------
+   N =  1,  n = 300000000,  r = 25,   Alpha =        0,   Beta  =  0.03125
+
+
+-----------------------------------------------
+Number of degrees of freedom          :  434
+Chi-square statistic                  :  454.43
+p-value of test                       :    0.24
+
+-----------------------------------------------
+CPU time used                    :  00:02:58.42
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Gap test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r =  0,   Alpha =        0,   Beta  = 0.0078125
+
+
+-----------------------------------------------
+Number of degrees of freedom          : 1437
+Chi-square statistic                  : 1476.45
+p-value of test                       :    0.23
+
+-----------------------------------------------
+CPU time used                    :  00:03:08.10
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Gap test:
+-----------------------------------------------
+   N =  1,  n = 10000000,  r = 20,   Alpha =        0,   Beta  = 0.000976562
+
+
+-----------------------------------------------
+Number of degrees of freedom          : 7046
+Chi-square statistic                  : 7241.10
+p-value of test                       :    0.05
+
+-----------------------------------------------
+CPU time used                    :  00:03:00.22
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Run test:
+-----------------------------------------------
+   N =  5,  n = 1000000000,  r =  0,   Up = FALSE
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.35
+p-value of test                       :    0.25
+
+Kolmogorov-Smirnov- statistic = D-    :    0.13
+p-value of test                       :    0.78
+
+Anderson-Darling statistic = A2       :    0.73
+p-value of test                       :    0.53
+
+Test on the sum of all N observations
+Number of degrees of freedom          :   30
+Chi-square statistic                  :   22.77
+p-value of test                       :    0.82
+
+-----------------------------------------------
+CPU time used                    :  00:01:43.90
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Run test:
+-----------------------------------------------
+   N = 10,  n = 1000000000,  r = 15,   Up =  TRUE
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.15
+p-value of test                       :    0.59
+
+Kolmogorov-Smirnov- statistic = D-    :    0.13
+p-value of test                       :    0.66
+
+Anderson-Darling statistic = A2       :    0.41
+p-value of test                       :    0.84
+
+Test on the sum of all N observations
+Number of degrees of freedom          :   60
+Chi-square statistic                  :   59.80
+p-value of test                       :    0.48
+
+-----------------------------------------------
+CPU time used                    :  00:04:09.72
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_Permutation calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N =  1,  n = 1000000000,  r =  5,   t =  3,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =                  6
+       Expected number per cell =  1.6666667e+08
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =  2.5000002e-09,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          :    5
+Value of the statistic                :    3.62
+p-value of test                       :    0.61
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:10.95
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_Permutation calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N =  1,  n = 1000000000,  r =  5,   t =  5,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =                120
+       Expected number per cell =   8333333.3
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =  5.9500005e-08,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          :  119
+Value of the statistic                :  120.91
+p-value of test                       :    0.43
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:05.76
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_Permutation calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N =  1,  n = 500000000,  r =  5,   t =  7,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =               5040
+       Expected number per cell =   99206.349
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =  5.0390004e-06,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          : 5039
+Value of the statistic                : 4958.56
+p-value of test                       :    0.79
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:31.87
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_Permutation calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N =  1,  n = 500000000,  r = 10,   t = 10,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =            3628800
+       Expected number per cell =    137.7866
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =   0.0036287993,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          : 3628799
+Value of the statistic                : 3.63e+6
+p-value of test                       :    0.66
+
+
+-----------------------------------------------
+CPU time used                    :  00:03:05.04
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_CollisionPermut calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N = 20,  n = 20000000,  r =  0,   t = 14,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =        87178291200
+       Expected number per cell =  1 /  4358.9146
+       EColl = n^2 / (2k) =   2294.14912
+       Hashing =   TRUE
+
+       Collision test,    Mu =      2293.9736,    Sigma =    47.8841
+
+-----------------------------------------------
+Test Results for Collisions
+
+For the total number of collisions, we use
+      the Poisson approximation:
+Expected number of collisions = N*Mu  :    45879.47
+Observed number of collisions         :    46291
+p-value of test                       :    0.03
+
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :    1743165870291
+  j =  1                              :        399907422
+  j =  2                              :            46283
+  j =  3                              :                4
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:04:22.84
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_CollisionPermut calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N = 20,  n = 20000000,  r = 10,   t = 14,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =        87178291200
+       Expected number per cell =  1 /  4358.9146
+       EColl = n^2 / (2k) =   2294.14912
+       Hashing =   TRUE
+
+       Collision test,    Mu =      2293.9736,    Sigma =    47.8841
+
+-----------------------------------------------
+Test Results for Collisions
+
+For the total number of collisions, we use
+      the Poisson approximation:
+Expected number of collisions = N*Mu  :    45879.47
+Observed number of collisions         :    45938
+p-value of test                       :    0.39
+
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :    1743165869938
+  j =  1                              :        399908127
+  j =  2                              :            45932
+  j =  3                              :                3
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:04:47.79
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_MaxOft test:
+-----------------------------------------------
+   N = 40,  n = 10000000,  r =  0,   d = 100000,   t =  8
+
+      Number of categories = 100000
+      Expected number per category  = 100.00
+
+
+-----------------------------------------------
+Test results for chi2 with 99999 degrees of freedom:
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.046
+p-value of test                       :    0.82
+
+Kolmogorov-Smirnov- statistic = D-    :   0.098
+p-value of test                       :    0.44
+
+Anderson-Darling statistic = A2       :    0.55
+p-value of test                       :    0.69
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 3999960
+Chi-square statistic                  : 4.00e+6
+p-value of test                       :    0.31
+
+
+-----------------------------------------------
+Test results for Anderson-Darling:
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.097
+p-value of test                       :    0.44
+
+Kolmogorov-Smirnov- statistic = D-    :   0.065
+p-value of test                       :    0.68
+
+Anderson-Darling statistic = A2       :    0.63
+p-value of test                       :    0.61
+
+
+-----------------------------------------------
+CPU time used                    :  00:03:24.68
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_MaxOft test:
+-----------------------------------------------
+   N = 30,  n = 10000000,  r =  0,   d = 100000,   t = 16
+
+      Number of categories = 100000
+      Expected number per category  = 100.00
+
+
+-----------------------------------------------
+Test results for chi2 with 99999 degrees of freedom:
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.13
+p-value of test                       :    0.34
+
+Kolmogorov-Smirnov- statistic = D-    :   0.076
+p-value of test                       :    0.67
+
+Anderson-Darling statistic = A2       :    0.50
+p-value of test                       :    0.75
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 2999970
+Chi-square statistic                  : 3.00e+6
+p-value of test                       :    0.63
+
+
+-----------------------------------------------
+Test results for Anderson-Darling:
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.16
+p-value of test                       :    0.21
+
+Kolmogorov-Smirnov- statistic = D-    :   0.081
+p-value of test                       :    0.64
+
+Anderson-Darling statistic = A2       :    0.64
+p-value of test                       :    0.61
+
+
+-----------------------------------------------
+CPU time used                    :  00:03:12.34
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_MaxOft test:
+-----------------------------------------------
+   N = 20,  n = 10000000,  r =  0,   d = 100000,   t = 24
+
+      Number of categories = 100000
+      Expected number per category  = 100.00
+
+
+-----------------------------------------------
+Test results for chi2 with 99999 degrees of freedom:
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.22
+p-value of test                       :    0.13
+
+Kolmogorov-Smirnov- statistic = D-    :   0.034
+p-value of test                       :    0.93
+
+Anderson-Darling statistic = A2       :    0.94
+p-value of test                       :    0.39
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 1999980
+Chi-square statistic                  : 2.00e+6
+p-value of test                       :    0.88
+
+
+-----------------------------------------------
+Test results for Anderson-Darling:
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.22
+p-value of test                       :    0.13
+
+Kolmogorov-Smirnov- statistic = D-    :   0.044
+p-value of test                       :    0.90
+
+Anderson-Darling statistic = A2       :    0.72
+p-value of test                       :    0.54
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:34.07
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_MaxOft test:
+-----------------------------------------------
+   N = 20,  n = 10000000,  r =  0,   d = 100000,   t = 32
+
+      Number of categories = 100000
+      Expected number per category  = 100.00
+
+
+-----------------------------------------------
+Test results for chi2 with 99999 degrees of freedom:
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.21
+p-value of test                       :    0.14
+
+Kolmogorov-Smirnov- statistic = D-    :    0.13
+p-value of test                       :    0.49
+
+Anderson-Darling statistic = A2       :    0.88
+p-value of test                       :    0.43
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 1999980
+Chi-square statistic                  : 2.00e+6
+p-value of test                       :    0.55
+
+
+-----------------------------------------------
+Test results for Anderson-Darling:
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.13
+p-value of test                       :    0.47
+
+Kolmogorov-Smirnov- statistic = D-    :    0.16
+p-value of test                       :    0.34
+
+Anderson-Darling statistic = A2       :    0.62
+p-value of test                       :    0.63
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:52.93
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleProd test:
+-----------------------------------------------
+   N = 40,  n = 10000000,  r =  0,   t = 8
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.28
+p-value of test                       :  1.5e-3
+
+Kolmogorov-Smirnov- statistic = D-    :   0.045
+p-value of test                       :    0.83
+
+Anderson-Darling statistic = A2       :    3.36
+p-value of test                       :    0.02
+
+-----------------------------------------------
+CPU time used                    :  00:02:25.71
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleProd test:
+-----------------------------------------------
+   N = 20,  n = 10000000,  r =  0,   t = 16
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.19
+p-value of test                       :    0.20
+
+Kolmogorov-Smirnov- statistic = D-    : 9.32e-3
+p-value of test                       :    0.99
+
+Anderson-Darling statistic = A2       :    1.74
+p-value of test                       :    0.13
+
+-----------------------------------------------
+CPU time used                    :  00:01:44.06
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleProd test:
+-----------------------------------------------
+   N = 20,  n = 10000000,  r =  0,   t = 24
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.040
+p-value of test                       :    0.91
+
+Kolmogorov-Smirnov- statistic = D-    :    0.12
+p-value of test                       :    0.50
+
+Anderson-Darling statistic = A2       :    0.35
+p-value of test                       :    0.90
+
+-----------------------------------------------
+CPU time used                    :  00:02:13.35
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleMean test:
+-----------------------------------------------
+   N = 20000000,  n = 30,  r =  0
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    : 1.19e-4
+p-value of test                       :    0.57
+
+Kolmogorov-Smirnov- statistic = D-    : 9.42e-5
+p-value of test                       :    0.70
+
+Anderson-Darling statistic = A2       :    0.30
+p-value of test                       :    0.93
+
+-----------------------------------------------
+CPU time used                    :  00:00:32.43
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleMean test:
+-----------------------------------------------
+   N = 20000000,  n = 30,  r = 10
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    : 1.31e-4
+p-value of test                       :    0.50
+
+Kolmogorov-Smirnov- statistic = D-    : 2.56e-4
+p-value of test                       :    0.07
+
+Anderson-Darling statistic = A2       :    1.32
+p-value of test                       :    0.23
+
+-----------------------------------------------
+CPU time used                    :  00:00:33.90
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleCorr test:
+-----------------------------------------------
+   N =  1,  n = 2000000000,  r =  0,   k = 1
+
+
+-----------------------------------------------
+Normal statistic                      :   -0.69
+p-value of test                       :    0.75
+
+-----------------------------------------------
+CPU time used                    :  00:00:28.89
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleCorr test:
+-----------------------------------------------
+   N =  1,  n = 2000000000,  r =  0,   k = 2
+
+
+-----------------------------------------------
+Normal statistic                      :    0.42
+p-value of test                       :    0.34
+
+-----------------------------------------------
+CPU time used                    :  00:00:31.28
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_AppearanceSpacings test:
+-----------------------------------------------
+   N =  1,   Q = 10000000,   K = 1000000000,   r = 0,   s = 3,   L = 15
+
+   Sequences of n = (K + Q)L =  15150000000 bits
+   Q = 10000000 initialization blocks
+   K = 1000000000 blocks for the test
+   the blocks have L = 15 bits
+
+
+
+-----------------------------------------------
+Normal statistic                      :    0.57
+p-value of test                       :    0.28
+
+-----------------------------------------------
+CPU time used                    :  00:02:02.35
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_AppearanceSpacings test:
+-----------------------------------------------
+   N =  1,   Q = 10000000,   K = 1000000000,   r = 27,   s = 3,   L = 15
+
+   Sequences of n = (K + Q)L =  15150000000 bits
+   Q = 10000000 initialization blocks
+   K = 1000000000 blocks for the test
+   the blocks have L = 15 bits
+
+
+
+-----------------------------------------------
+Normal statistic                      :   -0.29
+p-value of test                       :    0.61
+
+-----------------------------------------------
+CPU time used                    :  00:02:10.32
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r =  0,  k = 256,  Alpha =      0,  Beta =   0.25
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   67
+Chi-square statistic                  :   43.47
+p-value of test                       :    0.99
+
+-----------------------------------------------
+CPU time used                    :  00:01:20.62
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r = 20,  k = 256,  Alpha =      0,  Beta =   0.25
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   67
+Chi-square statistic                  :   78.98
+p-value of test                       :    0.15
+
+-----------------------------------------------
+CPU time used                    :  00:01:41.59
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r = 28,  k = 256,  Alpha =      0,  Beta =   0.25
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   67
+Chi-square statistic                  :   66.93
+p-value of test                       :    0.48
+
+-----------------------------------------------
+CPU time used                    :  00:01:41.38
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r =  0,  k = 256,  Alpha =      0,  Beta = 0.0625
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   37
+Chi-square statistic                  :   28.48
+p-value of test                       :    0.84
+
+-----------------------------------------------
+CPU time used                    :  00:01:22.32
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r = 10,  k = 256,  Alpha =      0,  Beta = 0.0625
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   37
+Chi-square statistic                  :   30.46
+p-value of test                       :    0.77
+
+-----------------------------------------------
+CPU time used                    :  00:01:38.57
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r = 26,  k = 256,  Alpha =      0,  Beta = 0.0625
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   37
+Chi-square statistic                  :   33.93
+p-value of test                       :    0.61
+
+-----------------------------------------------
+CPU time used                    :  00:01:41.54
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SumCollector test:
+-----------------------------------------------
+   N =  1,  n = 500000000,  r =  0,   g = 10
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   29
+Chi-square statistic                  :   33.00
+p-value of test                       :    0.28
+
+-----------------------------------------------
+CPU time used                    :  00:02:42.81
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N = 10,  n = 1000000,  r =  0,    s = 5,    L = 30,    k = 30
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.33
+p-value of test                       :    0.08
+
+Kolmogorov-Smirnov- statistic = D-    : 7.27e-3
+p-value of test                       :    0.9922
+
+Anderson-Darling statistic = A2       :    2.23
+p-value of test                       :    0.07
+
+Test on the sum of all N observations
+Number of degrees of freedom          :   40
+Chi-square statistic                  :   23.85
+p-value of test                       :    0.98
+
+-----------------------------------------------
+CPU time used                    :  00:01:26.70
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N = 10,  n = 1000000,  r = 25,    s = 5,    L = 30,    k = 30
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.062
+p-value of test                       :    0.89
+
+Kolmogorov-Smirnov- statistic = D-    :    0.34
+p-value of test                       :    0.07
+
+Anderson-Darling statistic = A2       :    1.34
+p-value of test                       :    0.22
+
+Test on the sum of all N observations
+Number of degrees of freedom          :   40
+Chi-square statistic                  :   47.76
+p-value of test                       :    0.19
+
+-----------------------------------------------
+CPU time used                    :  00:01:33.67
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N =  1,  n = 5000,  r =  0,    s = 4,    L = 1000,    k = 1000
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    3
+Chi-square statistic                  :    4.19
+p-value of test                       :    0.24
+
+-----------------------------------------------
+CPU time used                    :  00:02:22.57
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N =  1,  n = 5000,  r = 26,    s = 4,    L = 1000,    k = 1000
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    3
+Chi-square statistic                  :    2.41
+p-value of test                       :    0.49
+
+-----------------------------------------------
+CPU time used                    :  00:02:16.57
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N =  1,  n = 80,  r = 15,    s = 15,    L = 5000,    k = 5000
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    2
+Chi-square statistic                  :    3.12
+p-value of test                       :    0.21
+
+-----------------------------------------------
+CPU time used                    :  00:01:32.73
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N =  1,  n = 80,  r =  0,    s = 30,    L = 5000,    k = 5000
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    2
+Chi-square statistic                  :    1.82
+p-value of test                       :    0.40
+
+-----------------------------------------------
+CPU time used                    :  00:01:17.47
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_Savir2 test:
+-----------------------------------------------
+   N = 10,  n = 10000000,  r = 10,    m = 1048576,    t = 30
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.018
+p-value of test                       :    0.98
+
+Kolmogorov-Smirnov- statistic = D-    :    0.51
+p-value of test                       :  2.8e-3
+
+Anderson-Darling statistic = A2       :    3.57
+p-value of test                       :    0.01
+
+Test on the sum of all N observations
+Number of degrees of freedom          :  130
+Chi-square statistic                  :  165.44
+p-value of test                       :    0.02
+
+-----------------------------------------------
+CPU time used                    :  00:01:01.79
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_GCD test:
+-----------------------------------------------
+   N = 10,  n = 50000000,  r =  0,   s = 30
+
+
+-----------------------------------------------
+Test results for GCD values:
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.083
+p-value of test                       :    0.83
+
+Kolmogorov-Smirnov- statistic = D-    :    0.37
+p-value of test                       :    0.05
+
+Anderson-Darling statistic = A2       :    1.37
+p-value of test                       :    0.21
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 17430
+Chi-square statistic                  :17681.10
+p-value of test                       :    0.09
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:55.61
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r =  0,   s = 5,   L0 =   50,   L1 =   50
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :   36
+ChiSquare statistic                   :   29.42
+p-value of test                       :    0.77
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :   35
+ChiSquare statistic                   :   37.42
+p-value of test                       :    0.36
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          :   25
+ChiSquare statistic                   :   22.81
+p-value of test                       :    0.59
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :   24
+ChiSquare statistic                   :   13.86
+p-value of test                       :    0.95
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :   17
+ChiSquare statistic                   :   14.86
+p-value of test                       :    0.61
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:50.87
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r = 25,   s = 5,   L0 =   50,   L1 =   50
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :   36
+ChiSquare statistic                   :   31.02
+p-value of test                       :    0.70
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :   35
+ChiSquare statistic                   :   26.18
+p-value of test                       :    0.86
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          :   25
+ChiSquare statistic                   :   32.19
+p-value of test                       :    0.15
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :   24
+ChiSquare statistic                   :   29.36
+p-value of test                       :    0.21
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :   17
+ChiSquare statistic                   :   16.10
+p-value of test                       :    0.52
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:52.06
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 10000000,  r =  0,   s = 10,   L0 = 1000,   L1 = 1000
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :  146
+ChiSquare statistic                   :  140.98
+p-value of test                       :    0.60
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :  146
+ChiSquare statistic                   :  145.85
+p-value of test                       :    0.49
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          :  500
+ChiSquare statistic                   :  488.81
+p-value of test                       :    0.63
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :  136
+ChiSquare statistic                   :  125.51
+p-value of test                       :    0.73
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :   74
+ChiSquare statistic                   :   92.01
+p-value of test                       :    0.08
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:59.93
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 10000000,  r = 20,   s = 10,   L0 = 1000,   L1 = 1000
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :  146
+ChiSquare statistic                   :  158.78
+p-value of test                       :    0.22
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :  146
+ChiSquare statistic                   :  162.06
+p-value of test                       :    0.17
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          :  500
+ChiSquare statistic                   :  514.96
+p-value of test                       :    0.31
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :  136
+ChiSquare statistic                   :  113.03
+p-value of test                       :    0.92
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :   74
+ChiSquare statistic                   :   76.39
+p-value of test                       :    0.40
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:58.37
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 1000000,  r =  0,   s = 15,   L0 = 10000,   L1 = 10000
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :  384
+ChiSquare statistic                   :  476.81
+p-value of test                       :  8.6e-4    *****
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :  384
+ChiSquare statistic                   :  360.01
+p-value of test                       :    0.81
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          : 5000
+ChiSquare statistic                   : 5095.55
+p-value of test                       :    0.17
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :  378
+ChiSquare statistic                   :  389.90
+p-value of test                       :    0.33
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :  200
+ChiSquare statistic                   :  191.48
+p-value of test                       :    0.65
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:49.17
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 1000000,  r = 15,   s = 15,   L0 = 10000,   L1 = 10000
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :  384
+ChiSquare statistic                   :  412.32
+p-value of test                       :    0.15
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :  384
+ChiSquare statistic                   :  376.91
+p-value of test                       :    0.59
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          : 5000
+ChiSquare statistic                   : 4896.52
+p-value of test                       :    0.85
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :  378
+ChiSquare statistic                   :  404.35
+p-value of test                       :    0.17
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :  200
+ChiSquare statistic                   :  191.43
+p-value of test                       :    0.66
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:47.71
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+scomp_LinearComp test:
+-----------------------------------------------
+   N =  1,  n = 400020,  r =  0,    s = 1
+
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   12
+Chi2 statistic for size of jumps      :   19.82
+p-value of test                       :    0.07
+
+
+-----------------------------------------------
+Normal statistic for number of jumps  :    2.80
+p-value of test                       :  2.6e-3
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:23.35
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+scomp_LinearComp test:
+-----------------------------------------------
+   N =  1,  n = 400020,  r = 29,    s = 1
+
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   12
+Chi2 statistic for size of jumps      :   18.32
+p-value of test                       :    0.11
+
+
+-----------------------------------------------
+Normal statistic for number of jumps  :   -0.46
+p-value of test                       :    0.68
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:24.12
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+scomp_LempelZiv test:
+-----------------------------------------------
+   N = 10,  n = 134217728,  r =  0,   s =   30,   k =   27
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.10
+p-value of test                       :    0.76
+
+Kolmogorov-Smirnov- statistic = D-    :    0.35
+p-value of test                       :    0.06
+
+Anderson-Darling statistic = A2       :    1.77
+p-value of test                       :    0.12
+
+Tests on the sum of all N observations
+Standardized normal statistic         :    1.40
+p-value of test                       :    0.08
+
+Sample variance                       :    0.75
+p-value of test                       :    0.67
+
+-----------------------------------------------
+CPU time used                    :  00:01:00.18
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+scomp_LempelZiv test:
+-----------------------------------------------
+   N = 10,  n = 134217728,  r = 15,   s =   15,   k =   27
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.19
+p-value of test                       :    0.44
+
+Kolmogorov-Smirnov- statistic = D-    :   0.065
+p-value of test                       :    0.88
+
+Anderson-Darling statistic = A2       :    0.56
+p-value of test                       :    0.69
+
+Tests on the sum of all N observations
+Standardized normal statistic         :   -0.78
+p-value of test                       :    0.78
+
+Sample variance                       :    0.92
+p-value of test                       :    0.51
+
+-----------------------------------------------
+CPU time used                    :  00:01:06.23
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sspectral_Fourier3 test:
+-----------------------------------------------
+   N = 100000,  n = 16384,  r =  0,   s =    3,   k =   14
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.010
+p-value of test                       :    0.43
+
+Kolmogorov-Smirnov- statistic = D-    : 4.09e-3
+p-value of test                       :    0.87
+
+Anderson-Darling statistic = A2       :    0.68
+p-value of test                       :    0.58
+
+-----------------------------------------------
+CPU time used                    :  00:00:47.78
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sspectral_Fourier3 test:
+-----------------------------------------------
+   N = 100000,  n = 16384,  r = 27,   s =    3,   k =   14
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    : 8.32e-3
+p-value of test                       :    0.56
+
+Kolmogorov-Smirnov- statistic = D-    : 5.56e-3
+p-value of test                       :    0.77
+
+Anderson-Darling statistic = A2       :    0.29
+p-value of test                       :    0.95
+
+-----------------------------------------------
+CPU time used                    :  00:00:47.13
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_LongestHeadRun test:
+-----------------------------------------------
+   N =  1,  n = 1000,  r =  0,   s = 3,   L = 10000020
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    8
+Chi-square statistic                  :    9.30
+p-value of test                       :    0.32
+
+-----------------------------------------------
+Global longest run of 1               :   32.00
+p-value of test                       :    0.50
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:41.18
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_LongestHeadRun test:
+-----------------------------------------------
+   N =  1,  n = 1000,  r = 27,   s = 3,   L = 10000020
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    8
+Chi-square statistic                  :   10.47
+p-value of test                       :    0.23
+
+-----------------------------------------------
+Global longest run of 1               :   30.00
+p-value of test                       :    0.90
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:43.10
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_PeriodsInStrings test:
+-----------------------------------------------
+   N = 10,  n = 500000000,  r =  0,   s =   10
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.30
+p-value of test                       :    0.13
+
+Kolmogorov-Smirnov- statistic = D-    :    0.10
+p-value of test                       :    0.76
+
+Anderson-Darling statistic = A2       :    1.45
+p-value of test                       :    0.19
+
+Test on the sum of all N observations
+Number of degrees of freedom          :  200
+Chi-square statistic                  :  173.14
+p-value of test                       :    0.92
+
+-----------------------------------------------
+CPU time used                    :  00:02:47.20
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_PeriodsInStrings test:
+-----------------------------------------------
+   N = 10,  n = 500000000,  r = 20,   s =   10
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.048
+p-value of test                       :    0.93
+
+Kolmogorov-Smirnov- statistic = D-    :    0.31
+p-value of test                       :    0.11
+
+Anderson-Darling statistic = A2       :    2.44
+p-value of test                       :    0.05
+
+Test on the sum of all N observations
+Number of degrees of freedom          :  200
+Chi-square statistic                  :  243.67
+p-value of test                       :    0.02
+
+-----------------------------------------------
+CPU time used                    :  00:02:49.40
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingWeight2 test:
+-----------------------------------------------
+   N = 10,  n = 1000000000,  r =  0,   s = 3,   L = 1000000
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.34
+p-value of test                       :    0.08
+
+Kolmogorov-Smirnov- statistic = D-    :   0.014
+p-value of test                       :    0.98
+
+Anderson-Darling statistic = A2       :    1.73
+p-value of test                       :    0.13
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 10000
+Chi-square statistic                  : 9755.01
+p-value of test                       :    0.96
+
+-----------------------------------------------
+CPU time used                    :  00:01:05.84
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingWeight2 test:
+-----------------------------------------------
+   N = 10,  n = 1000000000,  r = 27,   s = 3,   L = 1000000
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.089
+p-value of test                       :    0.81
+
+Kolmogorov-Smirnov- statistic = D-    :    0.40
+p-value of test                       :    0.03
+
+Anderson-Darling statistic = A2       :    2.00
+p-value of test                       :    0.09
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 10000
+Chi-square statistic                  :10219.87
+p-value of test                       :    0.06
+
+-----------------------------------------------
+CPU time used                    :  00:01:06.29
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingCorr test:
+-----------------------------------------------
+   N =  1,  n = 1000000000,  r = 10,   s = 10,   L = 30
+
+
+
+-----------------------------------------------
+Normal statistic                      :    0.47
+p-value of test                       :    0.32
+
+-----------------------------------------------
+CPU time used                    :  00:01:21.62
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingCorr test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r = 10,   s = 10,   L = 300
+
+
+
+-----------------------------------------------
+Normal statistic                      :   -0.40
+p-value of test                       :    0.66
+
+-----------------------------------------------
+CPU time used                    :  00:01:19.22
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingCorr test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r = 10,   s = 10,   L = 1200
+
+
+
+-----------------------------------------------
+Normal statistic                      :    0.57
+p-value of test                       :    0.28
+
+-----------------------------------------------
+CPU time used                    :  00:05:13.55
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N = 10,  n = 30000000,  r =  0,   s = 3,   L = 30,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.17
+p-value of test                       :    0.52
+
+Kolmogorov-Smirnov- statistic = D-    :    0.17
+p-value of test                       :    0.51
+
+Anderson-Darling statistic = A2       :    0.44
+p-value of test                       :    0.81
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 4890
+Chi-square statistic                  : 4866.90
+p-value of test                       :    0.59
+
+-----------------------------------------------
+CPU time used                    :  00:02:09.53
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N = 10,  n = 30000000,  r = 27,   s = 3,   L = 30,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.42
+p-value of test                       :    0.02
+
+Kolmogorov-Smirnov- statistic = D-    :    0.13
+p-value of test                       :    0.67
+
+Anderson-Darling statistic = A2       :    2.27
+p-value of test                       :    0.07
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 4890
+Chi-square statistic                  : 4778.52
+p-value of test                       :    0.87
+
+-----------------------------------------------
+CPU time used                    :  00:02:14.78
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N =  1,  n = 30000000,  r =  0,   s = 4,   L = 300,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+Number of degrees of freedom          : 4117
+Chi-square statistic                  : 4082.68
+p-value of test                       :    0.65
+
+-----------------------------------------------
+CPU time used                    :  00:01:35.68
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N =  1,  n = 30000000,  r = 26,   s = 4,   L = 300,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+Number of degrees of freedom          : 4117
+Chi-square statistic                  : 4075.73
+p-value of test                       :    0.67
+
+-----------------------------------------------
+CPU time used                    :  00:01:38.69
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N =  1,  n = 10000000,  r =  0,   s = 5,   L = 1200,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+Number of degrees of freedom          : 11825
+Chi-square statistic                  :11730.94
+p-value of test                       :    0.73
+
+-----------------------------------------------
+CPU time used                    :  00:01:45.01
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N =  1,  n = 10000000,  r = 25,   s = 5,   L = 1200,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+Number of degrees of freedom          : 11825
+Chi-square statistic                  :11627.85
+p-value of test                       :    0.90
+
+-----------------------------------------------
+CPU time used                    :  00:01:49.65
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_Run test:
+-----------------------------------------------
+   N =  1,  n = 2000000000,  r =  0,   s =    3
+
+
+-----------------------------------------------
+Total number of 1 runs:  2000000000
+
+Number of degrees of freedom          :   54
+Chi2 statistic for number of runs     :   57.88
+p-value of test                       :    0.33
+
+
+-----------------------------------------------
+Total number of bits:  8000019894
+
+Normal statistic for number of bits   :    0.16
+p-value of test                       :    0.44
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:22.90
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_Run test:
+-----------------------------------------------
+   N =  1,  n = 2000000000,  r = 27,   s =    3
+
+
+-----------------------------------------------
+Total number of 1 runs:  2000000000
+
+Number of degrees of freedom          :   54
+Chi2 statistic for number of runs     :   74.00
+p-value of test                       :    0.04
+
+
+-----------------------------------------------
+Total number of bits:  8000149914
+
+Normal statistic for number of bits   :    1.19
+p-value of test                       :    0.12
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:25.45
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_AutoCor test:
+-----------------------------------------------
+   N = 10,  n = 1000000030,  r =  0,   s = 3,   d = 1
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.13
+p-value of test                       :    0.68
+
+Kolmogorov-Smirnov- statistic = D-    :    0.17
+p-value of test                       :    0.50
+
+Anderson-Darling statistic = A2       :    0.49
+p-value of test                       :    0.75
+
+Tests on the sum of all N observations
+Standardized normal statistic         :    0.54
+p-value of test                       :    0.29
+
+Sample variance                       :    0.81
+p-value of test                       :    0.60
+
+-----------------------------------------------
+CPU time used                    :  00:02:48.04
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_AutoCor test:
+-----------------------------------------------
+   N = 10,  n = 1000000029,  r =  0,   s = 3,   d = 3
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.25
+p-value of test                       :    0.24
+
+Kolmogorov-Smirnov- statistic = D-    :    0.14
+p-value of test                       :    0.63
+
+Anderson-Darling statistic = A2       :    0.78
+p-value of test                       :    0.49
+
+Tests on the sum of all N observations
+Standardized normal statistic         :   -0.41
+p-value of test                       :    0.66
+
+Sample variance                       :    0.35
+p-value of test                       :    0.96
+
+-----------------------------------------------
+CPU time used                    :  00:02:31.56
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_AutoCor test:
+-----------------------------------------------
+   N = 10,  n = 1000000030,  r = 27,   s = 3,   d = 1
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.20
+p-value of test                       :    0.41
+
+Kolmogorov-Smirnov- statistic = D-    :   0.064
+p-value of test                       :    0.89
+
+Anderson-Darling statistic = A2       :    0.44
+p-value of test                       :    0.80
+
+Tests on the sum of all N observations
+Standardized normal statistic         :   -0.65
+p-value of test                       :    0.74
+
+Sample variance                       :    1.14
+p-value of test                       :    0.33
+
+-----------------------------------------------
+CPU time used                    :  00:02:46.59
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_AutoCor test:
+-----------------------------------------------
+   N = 10,  n = 1000000029,  r = 27,   s = 3,   d = 3
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.20
+p-value of test                       :    0.41
+
+Kolmogorov-Smirnov- statistic = D-    :    0.27
+p-value of test                       :    0.20
+
+Anderson-Darling statistic = A2       :    0.77
+p-value of test                       :    0.50
+
+Tests on the sum of all N observations
+Standardized normal statistic         : 3.76e-3
+p-value of test                       :    0.50
+
+Sample variance                       :    0.82
+p-value of test                       :    0.60
+
+-----------------------------------------------
+CPU time used                    :  00:02:24.22
+
+Generator state:
+N/A
+
+
+
+
+========= Summary results of BigCrush =========
+
+ Version:          TestU01 1.2.3
+ Generator:        stdin
+ Number of statistics:  160
+ Total CPU time:   04:21:23.01
+ The following tests gave p-values outside [0.001, 0.9990]:
+ (eps  means a value < 1.0e-300):
+ (eps1 means a value < 1.0e-15):
+
+       Test                          p-value
+ ----------------------------------------------
+ 26  SimpPoker, r = 0                0.9999 
+ 78  RandomWalk1 H (L=10000, r=0)    8.6e-4
+ ----------------------------------------------
+ All other tests were passed
+
+
+
+# 
+# Test duration: 1358.10906162945 minutes
+# 
diff --git a/src/site/resources/txt/userguide/rng/stress/tu/run_1/tu_13 b/src/site/resources/txt/userguide/rng/stress/tu/run_1/tu_13
new file mode 100644
index 000000000..9496500bc
--- /dev/null
+++ b/src/site/resources/txt/userguide/rng/stress/tu/run_1/tu_13
@@ -0,0 +1,3802 @@
+# 
+# RNG: org.apache.commons.math4.rng.internal.source64.TwoCmres (Cmres: [0xedce446814d3b3d9L, 33, 330658535] + Cmres: [0xc5b3cf786c806df7L, 33, 331932042])
+# 
+# Java: 1.8.0_66
+# Runtime: 1.8.0_66-b17
+# JVM: Java HotSpot(TM) 64-Bit Server VM 25.66-b17
+# OS: Linux 3.16.0-4-amd64 amd64
+# 
+# Analyzer: ./stdin2testu01 BigCrush 
+# 
+xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
+                 Starting BigCrush
+                 Version: TestU01 1.2.3
+xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
+
+
+***********************************************************
+Test smarsa_SerialOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N =  1,  n = 1000000000,  r =  0,   d =  256,   t =  3,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =           16777216
+       Expected number per cell =   59.604645
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =   0.0083558402,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          : 16711680
+Value of the statistic                : 1.67e+7
+p-value of test                       :    0.97
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:48.06
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_SerialOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N =  1,  n = 1000000000,  r = 22,   d =  256,   t =  3,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =           16777216
+       Expected number per cell =   59.604645
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =   0.0083558402,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          : 16711680
+Value of the statistic                : 1.67e+7
+p-value of test                       :    0.18
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:45.25
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  0,   d = 2097152,   t =  2,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1324
+p-value of test                       :    0.86
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334444
+  j =  1                              :        599997352
+  j =  2                              :             1324
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:04:10.60
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  9,   d = 2097152,   t =  2,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1358
+p-value of test                       :    0.56
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334478
+  j =  1                              :        599997284
+  j =  2                              :             1358
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:04:20.44
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  0,   d = 16384,   t =  3,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1435
+p-value of test                       :    0.03
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334555
+  j =  1                              :        599997130
+  j =  2                              :             1435
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:07:13.28
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r = 16,   d = 16384,   t =  3,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1414
+p-value of test                       :    0.09
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334534
+  j =  1                              :        599997172
+  j =  2                              :             1414
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:08:28.19
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  0,   d =   64,   t =  7,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1381
+p-value of test                       :    0.33
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334501
+  j =  1                              :        599997238
+  j =  2                              :             1381
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:05:23.03
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r = 24,   d =   64,   t =  7,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1434
+p-value of test                       :    0.03
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334554
+  j =  1                              :        599997132
+  j =  2                              :             1434
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:05:31.61
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  0,   d =    8,   t = 14,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1307
+p-value of test                       :    0.94
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334427
+  j =  1                              :        599997386
+  j =  2                              :             1307
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:05:24.88
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r = 27,   d =    8,   t = 14,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1269
+p-value of test                       :    0.9952
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334389
+  j =  1                              :        599997462
+  j =  2                              :             1269
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:05:20.90
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  0,   d =    4,   t = 21,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1304
+p-value of test                       :    0.95
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334424
+  j =  1                              :        599997392
+  j =  2                              :             1304
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:06:33.48
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r = 28,   d =    4,   t = 21,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1364
+p-value of test                       :    0.50
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334484
+  j =  1                              :        599997272
+  j =  2                              :             1364
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:05:16.82
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 100,  n = 10000000,  r =  0,    d = 2147483648,    t = 2,    p = 1
+
+
+      Number of cells = d^t = 4611686018427387904
+      Lambda = Poisson mean =      54.2101
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    5421.01
+Total observed number                 :    5352
+p-value of test                       :    0.82
+
+
+-----------------------------------------------
+CPU time used                    :  00:04:30.96
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 20000000,  r =  0,    d = 2097152,    t = 3,    p = 1
+
+
+      Number of cells = d^t = 9223372036854775808
+      Lambda = Poisson mean =     216.8404
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    4336.81
+Total observed number                 :    4341
+p-value of test                       :    0.48
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:56.53
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 30000000,  r = 14,    d = 65536,    t = 4,    p = 1
+
+
+      Number of cells = d^t = 18446744073709551616
+      Lambda = Poisson mean =     365.9182
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    7318.36
+Total observed number                 :    7271
+p-value of test                       :    0.71
+
+
+-----------------------------------------------
+CPU time used                    :  00:03:13.85
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 20000000,  r =  0,    d = 512,    t = 7,    p = 1
+
+
+      Number of cells = d^t = 9223372036854775808
+      Lambda = Poisson mean =     216.8404
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    4336.81
+Total observed number                 :    4250
+p-value of test                       :    0.91
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:24.36
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 20000000,  r =  7,    d = 512,    t = 7,    p = 1
+
+
+      Number of cells = d^t = 9223372036854775808
+      Lambda = Poisson mean =     216.8404
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    4336.81
+Total observed number                 :    4374
+p-value of test                       :    0.29
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:31.13
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 30000000,  r = 14,    d = 256,    t = 8,    p = 1
+
+
+      Number of cells = d^t = 18446744073709551616
+      Lambda = Poisson mean =     365.9182
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    7318.36
+Total observed number                 :    7353
+p-value of test                       :    0.34
+
+
+-----------------------------------------------
+CPU time used                    :  00:04:01.97
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 30000000,  r = 22,    d = 256,    t = 8,    p = 1
+
+
+      Number of cells = d^t = 18446744073709551616
+      Lambda = Poisson mean =     365.9182
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    7318.36
+Total observed number                 :    7391
+p-value of test                       :    0.20
+
+
+-----------------------------------------------
+CPU time used                    :  00:04:11.52
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 30000000,  r =  0,    d = 16,    t = 16,    p = 1
+
+
+      Number of cells = d^t = 18446744073709551616
+      Lambda = Poisson mean =     365.9182
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    7318.36
+Total observed number                 :    7298
+p-value of test                       :    0.59
+
+
+-----------------------------------------------
+CPU time used                    :  00:05:09.23
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 30000000,  r = 26,    d = 16,    t = 16,    p = 1
+
+
+      Number of cells = d^t = 18446744073709551616
+      Lambda = Poisson mean =     365.9182
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    7318.36
+Total observed number                 :    7315
+p-value of test                       :    0.51
+
+
+-----------------------------------------------
+CPU time used                    :  00:05:38.27
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+snpair_ClosePairs test:
+-----------------------------------------------
+   N = 30,  n = 6000000,  r =  0,  t = 3,  p = 0,  m = 30,  Torus =  TRUE
+
+
+---------------------------------------
+Test based on the 2 nearest points (NP):
+
+Stat. AD on the N values (NP)         :    0.95
+p-value of test                       :    0.38
+
+
+A2 test based on the spacings between the
+   successive jump times of process Y_n(t):
+
+A2 test on the values of A2 (m-NP)    :    0.63
+p-value of test                       :    0.62
+
+Test on the Nm values of W_{n,i}(mNP1):    0.48
+p-value of test                       :    0.76
+
+Test on the jump times of Y
+   (superposition of Yn):
+
+Expected number of jumps of Y = mN    :     900
+Number of jumps of Y                  :     940
+p-value of test                       :    0.09
+
+Stat. AD (mNP2)                       :    1.43
+p-value of test                       :    0.19
+
+Stat. AD after spacings (mNP2-S)      :    1.65
+p-value of test                       :    0.15
+
+-----------------------------------------------
+CPU time used                    :  00:03:19.84
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+snpair_ClosePairs test:
+-----------------------------------------------
+   N = 20,  n = 4000000,  r =  0,  t = 5,  p = 0,  m = 30,  Torus =  TRUE
+
+
+---------------------------------------
+Test based on the 2 nearest points (NP):
+
+Stat. AD on the N values (NP)         :    0.30
+p-value of test                       :    0.94
+
+
+A2 test based on the spacings between the
+   successive jump times of process Y_n(t):
+
+A2 test on the values of A2 (m-NP)    :    0.75
+p-value of test                       :    0.51
+
+Test on the Nm values of W_{n,i}(mNP1):    1.02
+p-value of test                       :    0.34
+
+Test on the jump times of Y
+   (superposition of Yn):
+
+Expected number of jumps of Y = mN    :     600
+Number of jumps of Y                  :     626
+p-value of test                       :    0.15
+
+Stat. AD (mNP2)                       :    1.08
+p-value of test                       :    0.32
+
+Stat. AD after spacings (mNP2-S)      :    1.02
+p-value of test                       :    0.35
+
+-----------------------------------------------
+CPU time used                    :  00:02:09.47
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+snpair_ClosePairs test:
+-----------------------------------------------
+   N = 10,  n = 3000000,  r =  0,  t = 9,  p = 0,  m = 30,  Torus =  TRUE
+
+
+---------------------------------------
+Test based on the 2 nearest points (NP):
+
+Stat. AD on the N values (NP)         :    0.93
+p-value of test                       :    0.39
+
+
+A2 test based on the spacings between the
+   successive jump times of process Y_n(t):
+
+A2 test on the values of A2 (m-NP)    :    0.86
+p-value of test                       :    0.44
+
+Test on the Nm values of W_{n,i}(mNP1):    0.74
+p-value of test                       :    0.53
+
+Test on the jump times of Y
+   (superposition of Yn):
+
+Expected number of jumps of Y = mN    :     300
+Number of jumps of Y                  :     293
+p-value of test                       :    0.64
+
+Stat. AD (mNP2)                       :    0.39
+p-value of test                       :    0.85
+
+Stat. AD after spacings (mNP2-S)      :    0.54
+p-value of test                       :    0.71
+
+-----------------------------------------------
+CPU time used                    :  00:03:03.55
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+snpair_ClosePairs test:
+-----------------------------------------------
+   N =  5,  n = 2000000,  r =  0,  t = 16,  p = 0,  m = 30,  Torus =  TRUE
+
+
+---------------------------------------
+Test based on the 2 nearest points (NP):
+
+Stat. AD on the N values (NP)         :    1.05
+p-value of test                       :    0.33
+
+
+A2 test based on the spacings between the
+   successive jump times of process Y_n(t):
+
+A2 test on the values of A2 (m-NP)    :    0.36
+p-value of test                       :    0.88
+
+Test on the Nm values of W_{n,i}(mNP1):    0.26
+p-value of test                       :    0.97
+
+Test on the jump times of Y
+   (superposition of Yn):
+
+Expected number of jumps of Y = mN    :     150
+Number of jumps of Y                  :     159
+p-value of test                       :    0.24
+
+Stat. AD (mNP2)                       :    0.44
+p-value of test                       :    0.81
+
+Stat. AD after spacings (mNP2-S)      :    0.82
+p-value of test                       :    0.47
+
+-----------------------------------------------
+CPU time used                    :  00:03:19.47
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_SimpPoker test:
+-----------------------------------------------
+   N =  1,  n = 400000000,  r =  0,   d =    8,   k =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    7
+Chi-square statistic                  :    5.82
+p-value of test                       :    0.56
+
+-----------------------------------------------
+CPU time used                    :  00:01:15.64
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_SimpPoker test:
+-----------------------------------------------
+   N =  1,  n = 400000000,  r = 27,   d =    8,   k =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    7
+Chi-square statistic                  :    8.84
+p-value of test                       :    0.26
+
+-----------------------------------------------
+CPU time used                    :  00:01:32.03
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_SimpPoker test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r =  0,   d =   32,   k =   32
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   18
+Chi-square statistic                  :   18.36
+p-value of test                       :    0.43
+
+-----------------------------------------------
+CPU time used                    :  00:01:19.53
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_SimpPoker test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r = 25,   d =   32,   k =   32
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   18
+Chi-square statistic                  :   12.41
+p-value of test                       :    0.83
+
+-----------------------------------------------
+CPU time used                    :  00:01:32.67
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_CouponCollector test:
+-----------------------------------------------
+   N =  1,  n = 200000000,  r =  0,   d =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   54
+Chi-square statistic                  :   50.13
+p-value of test                       :    0.62
+
+-----------------------------------------------
+CPU time used                    :  00:01:39.07
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_CouponCollector test:
+-----------------------------------------------
+   N =  1,  n = 200000000,  r = 10,   d =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   54
+Chi-square statistic                  :   68.28
+p-value of test                       :    0.09
+
+-----------------------------------------------
+CPU time used                    :  00:02:01.22
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_CouponCollector test:
+-----------------------------------------------
+   N =  1,  n = 200000000,  r = 20,   d =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   54
+Chi-square statistic                  :   38.66
+p-value of test                       :    0.94
+
+-----------------------------------------------
+CPU time used                    :  00:01:59.34
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_CouponCollector test:
+-----------------------------------------------
+   N =  1,  n = 200000000,  r = 27,   d =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   54
+Chi-square statistic                  :   53.48
+p-value of test                       :    0.49
+
+-----------------------------------------------
+CPU time used                    :  00:01:58.69
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Gap test:
+-----------------------------------------------
+   N =  1,  n = 500000000,  r =  0,   Alpha =        0,   Beta  =   0.0625
+
+
+-----------------------------------------------
+Number of degrees of freedom          :  232
+Chi-square statistic                  :  277.63
+p-value of test                       :    0.02
+
+-----------------------------------------------
+CPU time used                    :  00:02:13.06
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Gap test:
+-----------------------------------------------
+   N =  1,  n = 300000000,  r = 25,   Alpha =        0,   Beta  =  0.03125
+
+
+-----------------------------------------------
+Number of degrees of freedom          :  434
+Chi-square statistic                  :  441.31
+p-value of test                       :    0.39
+
+-----------------------------------------------
+CPU time used                    :  00:03:16.68
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Gap test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r =  0,   Alpha =        0,   Beta  = 0.0078125
+
+
+-----------------------------------------------
+Number of degrees of freedom          : 1437
+Chi-square statistic                  : 1394.28
+p-value of test                       :    0.79
+
+-----------------------------------------------
+CPU time used                    :  00:03:14.15
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Gap test:
+-----------------------------------------------
+   N =  1,  n = 10000000,  r = 20,   Alpha =        0,   Beta  = 0.000976562
+
+
+-----------------------------------------------
+Number of degrees of freedom          : 7046
+Chi-square statistic                  : 7144.07
+p-value of test                       :    0.20
+
+-----------------------------------------------
+CPU time used                    :  00:03:12.43
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Run test:
+-----------------------------------------------
+   N =  5,  n = 1000000000,  r =  0,   Up = FALSE
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.27
+p-value of test                       :    0.42
+
+Kolmogorov-Smirnov- statistic = D-    :    0.35
+p-value of test                       :    0.24
+
+Anderson-Darling statistic = A2       :    0.67
+p-value of test                       :    0.58
+
+Test on the sum of all N observations
+Number of degrees of freedom          :   30
+Chi-square statistic                  :   28.85
+p-value of test                       :    0.53
+
+-----------------------------------------------
+CPU time used                    :  00:01:47.07
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Run test:
+-----------------------------------------------
+   N = 10,  n = 1000000000,  r = 15,   Up =  TRUE
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.22
+p-value of test                       :    0.33
+
+Kolmogorov-Smirnov- statistic = D-    :    0.15
+p-value of test                       :    0.57
+
+Anderson-Darling statistic = A2       :    0.51
+p-value of test                       :    0.73
+
+Test on the sum of all N observations
+Number of degrees of freedom          :   60
+Chi-square statistic                  :   54.80
+p-value of test                       :    0.67
+
+-----------------------------------------------
+CPU time used                    :  00:04:13.87
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_Permutation calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N =  1,  n = 1000000000,  r =  5,   t =  3,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =                  6
+       Expected number per cell =  1.6666667e+08
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =  2.5000002e-09,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          :    5
+Value of the statistic                :    7.06
+p-value of test                       :    0.22
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:13.86
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_Permutation calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N =  1,  n = 1000000000,  r =  5,   t =  5,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =                120
+       Expected number per cell =   8333333.3
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =  5.9500005e-08,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          :  119
+Value of the statistic                :  109.92
+p-value of test                       :    0.71
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:04.75
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_Permutation calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N =  1,  n = 500000000,  r =  5,   t =  7,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =               5040
+       Expected number per cell =   99206.349
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =  5.0390004e-06,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          : 5039
+Value of the statistic                : 5175.79
+p-value of test                       :    0.09
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:33.30
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_Permutation calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N =  1,  n = 500000000,  r = 10,   t = 10,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =            3628800
+       Expected number per cell =    137.7866
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =   0.0036287993,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          : 3628799
+Value of the statistic                : 3.63e+6
+p-value of test                       :    0.86
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:59.01
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_CollisionPermut calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N = 20,  n = 20000000,  r =  0,   t = 14,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =        87178291200
+       Expected number per cell =  1 /  4358.9146
+       EColl = n^2 / (2k) =   2294.14912
+       Hashing =   TRUE
+
+       Collision test,    Mu =      2293.9736,    Sigma =    47.8841
+
+-----------------------------------------------
+Test Results for Collisions
+
+For the total number of collisions, we use
+      the Poisson approximation:
+Expected number of collisions = N*Mu  :    45879.47
+Observed number of collisions         :    46140
+p-value of test                       :    0.11
+
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :    1743165870140
+  j =  1                              :        399907725
+  j =  2                              :            46130
+  j =  3                              :                5
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:04:18.12
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_CollisionPermut calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N = 20,  n = 20000000,  r = 10,   t = 14,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =        87178291200
+       Expected number per cell =  1 /  4358.9146
+       EColl = n^2 / (2k) =   2294.14912
+       Hashing =   TRUE
+
+       Collision test,    Mu =      2293.9736,    Sigma =    47.8841
+
+-----------------------------------------------
+Test Results for Collisions
+
+For the total number of collisions, we use
+      the Poisson approximation:
+Expected number of collisions = N*Mu  :    45879.47
+Observed number of collisions         :    45982
+p-value of test                       :    0.32
+
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :    1743165869982
+  j =  1                              :        399908039
+  j =  2                              :            45976
+  j =  3                              :                3
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:04:44.10
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_MaxOft test:
+-----------------------------------------------
+   N = 40,  n = 10000000,  r =  0,   d = 100000,   t =  8
+
+      Number of categories = 100000
+      Expected number per category  = 100.00
+
+
+-----------------------------------------------
+Test results for chi2 with 99999 degrees of freedom:
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.16
+p-value of test                       :    0.12
+
+Kolmogorov-Smirnov- statistic = D-    :   0.027
+p-value of test                       :    0.93
+
+Anderson-Darling statistic = A2       :    1.57
+p-value of test                       :    0.16
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 3999960
+Chi-square statistic                  : 4.00e+6
+p-value of test                       :    0.94
+
+
+-----------------------------------------------
+Test results for Anderson-Darling:
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.14
+p-value of test                       :    0.19
+
+Kolmogorov-Smirnov- statistic = D-    :   0.045
+p-value of test                       :    0.83
+
+Anderson-Darling statistic = A2       :    0.90
+p-value of test                       :    0.41
+
+
+-----------------------------------------------
+CPU time used                    :  00:03:35.92
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_MaxOft test:
+-----------------------------------------------
+   N = 30,  n = 10000000,  r =  0,   d = 100000,   t = 16
+
+      Number of categories = 100000
+      Expected number per category  = 100.00
+
+
+-----------------------------------------------
+Test results for chi2 with 99999 degrees of freedom:
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.10
+p-value of test                       :    0.51
+
+Kolmogorov-Smirnov- statistic = D-    :   0.087
+p-value of test                       :    0.60
+
+Anderson-Darling statistic = A2       :    0.32
+p-value of test                       :    0.92
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 2999970
+Chi-square statistic                  : 3.00e+6
+p-value of test                       :    0.47
+
+
+-----------------------------------------------
+Test results for Anderson-Darling:
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.061
+p-value of test                       :    0.77
+
+Kolmogorov-Smirnov- statistic = D-    :    0.15
+p-value of test                       :    0.24
+
+Anderson-Darling statistic = A2       :    0.63
+p-value of test                       :    0.62
+
+
+-----------------------------------------------
+CPU time used                    :  00:03:18.03
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_MaxOft test:
+-----------------------------------------------
+   N = 20,  n = 10000000,  r =  0,   d = 100000,   t = 24
+
+      Number of categories = 100000
+      Expected number per category  = 100.00
+
+
+-----------------------------------------------
+Test results for chi2 with 99999 degrees of freedom:
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.055
+p-value of test                       :    0.85
+
+Kolmogorov-Smirnov- statistic = D-    :    0.16
+p-value of test                       :    0.34
+
+Anderson-Darling statistic = A2       :    0.66
+p-value of test                       :    0.59
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 1999980
+Chi-square statistic                  : 2.00e+6
+p-value of test                       :    0.19
+
+
+-----------------------------------------------
+Test results for Anderson-Darling:
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.29
+p-value of test                       :    0.03
+
+Kolmogorov-Smirnov- statistic = D-    :   0.066
+p-value of test                       :    0.80
+
+Anderson-Darling statistic = A2       :    1.83
+p-value of test                       :    0.11
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:38.54
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_MaxOft test:
+-----------------------------------------------
+   N = 20,  n = 10000000,  r =  0,   d = 100000,   t = 32
+
+      Number of categories = 100000
+      Expected number per category  = 100.00
+
+
+-----------------------------------------------
+Test results for chi2 with 99999 degrees of freedom:
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.19
+p-value of test                       :    0.19
+
+Kolmogorov-Smirnov- statistic = D-    :   0.046
+p-value of test                       :    0.89
+
+Anderson-Darling statistic = A2       :    0.99
+p-value of test                       :    0.36
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 1999980
+Chi-square statistic                  : 2.00e+6
+p-value of test                       :    0.81
+
+
+-----------------------------------------------
+Test results for Anderson-Darling:
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.19
+p-value of test                       :    0.22
+
+Kolmogorov-Smirnov- statistic = D-    :   0.067
+p-value of test                       :    0.80
+
+Anderson-Darling statistic = A2       :    0.94
+p-value of test                       :    0.39
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:57.21
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleProd test:
+-----------------------------------------------
+   N = 40,  n = 10000000,  r =  0,   t = 8
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.014
+p-value of test                       :    0.98
+
+Kolmogorov-Smirnov- statistic = D-    :    0.16
+p-value of test                       :    0.11
+
+Anderson-Darling statistic = A2       :    1.57
+p-value of test                       :    0.16
+
+-----------------------------------------------
+CPU time used                    :  00:02:27.47
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleProd test:
+-----------------------------------------------
+   N = 20,  n = 10000000,  r =  0,   t = 16
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.13
+p-value of test                       :    0.47
+
+Kolmogorov-Smirnov- statistic = D-    :   0.098
+p-value of test                       :    0.64
+
+Anderson-Darling statistic = A2       :    0.45
+p-value of test                       :    0.80
+
+-----------------------------------------------
+CPU time used                    :  00:01:45.11
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleProd test:
+-----------------------------------------------
+   N = 20,  n = 10000000,  r =  0,   t = 24
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.21
+p-value of test                       :    0.16
+
+Kolmogorov-Smirnov- statistic = D-    :   0.037
+p-value of test                       :    0.93
+
+Anderson-Darling statistic = A2       :    0.76
+p-value of test                       :    0.51
+
+-----------------------------------------------
+CPU time used                    :  00:02:14.95
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleMean test:
+-----------------------------------------------
+   N = 20000000,  n = 30,  r =  0
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    : 1.66e-4
+p-value of test                       :    0.33
+
+Kolmogorov-Smirnov- statistic = D-    : 1.02e-4
+p-value of test                       :    0.66
+
+Anderson-Darling statistic = A2       :    0.44
+p-value of test                       :    0.81
+
+-----------------------------------------------
+CPU time used                    :  00:00:32.05
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleMean test:
+-----------------------------------------------
+   N = 20000000,  n = 30,  r = 10
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    : 1.58e-4
+p-value of test                       :    0.37
+
+Kolmogorov-Smirnov- statistic = D-    : 1.45e-4
+p-value of test                       :    0.43
+
+Anderson-Darling statistic = A2       :    1.01
+p-value of test                       :    0.35
+
+-----------------------------------------------
+CPU time used                    :  00:00:34.54
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleCorr test:
+-----------------------------------------------
+   N =  1,  n = 2000000000,  r =  0,   k = 1
+
+
+-----------------------------------------------
+Normal statistic                      :   0.095
+p-value of test                       :    0.46
+
+-----------------------------------------------
+CPU time used                    :  00:00:36.42
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleCorr test:
+-----------------------------------------------
+   N =  1,  n = 2000000000,  r =  0,   k = 2
+
+
+-----------------------------------------------
+Normal statistic                      :    0.33
+p-value of test                       :    0.37
+
+-----------------------------------------------
+CPU time used                    :  00:00:35.45
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_AppearanceSpacings test:
+-----------------------------------------------
+   N =  1,   Q = 10000000,   K = 1000000000,   r = 0,   s = 3,   L = 15
+
+   Sequences of n = (K + Q)L =  15150000000 bits
+   Q = 10000000 initialization blocks
+   K = 1000000000 blocks for the test
+   the blocks have L = 15 bits
+
+
+
+-----------------------------------------------
+Normal statistic                      :    0.61
+p-value of test                       :    0.27
+
+-----------------------------------------------
+CPU time used                    :  00:02:02.17
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_AppearanceSpacings test:
+-----------------------------------------------
+   N =  1,   Q = 10000000,   K = 1000000000,   r = 27,   s = 3,   L = 15
+
+   Sequences of n = (K + Q)L =  15150000000 bits
+   Q = 10000000 initialization blocks
+   K = 1000000000 blocks for the test
+   the blocks have L = 15 bits
+
+
+
+-----------------------------------------------
+Normal statistic                      :   -0.31
+p-value of test                       :    0.62
+
+-----------------------------------------------
+CPU time used                    :  00:02:07.23
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r =  0,  k = 256,  Alpha =      0,  Beta =   0.25
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   67
+Chi-square statistic                  :   70.47
+p-value of test                       :    0.36
+
+-----------------------------------------------
+CPU time used                    :  00:01:22.42
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r = 20,  k = 256,  Alpha =      0,  Beta =   0.25
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   67
+Chi-square statistic                  :   72.21
+p-value of test                       :    0.31
+
+-----------------------------------------------
+CPU time used                    :  00:01:35.29
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r = 28,  k = 256,  Alpha =      0,  Beta =   0.25
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   67
+Chi-square statistic                  :   60.84
+p-value of test                       :    0.69
+
+-----------------------------------------------
+CPU time used                    :  00:01:38.89
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r =  0,  k = 256,  Alpha =      0,  Beta = 0.0625
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   37
+Chi-square statistic                  :   54.21
+p-value of test                       :    0.03
+
+-----------------------------------------------
+CPU time used                    :  00:01:23.25
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r = 10,  k = 256,  Alpha =      0,  Beta = 0.0625
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   37
+Chi-square statistic                  :   35.14
+p-value of test                       :    0.56
+
+-----------------------------------------------
+CPU time used                    :  00:01:35.68
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r = 26,  k = 256,  Alpha =      0,  Beta = 0.0625
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   37
+Chi-square statistic                  :   28.46
+p-value of test                       :    0.84
+
+-----------------------------------------------
+CPU time used                    :  00:01:38.07
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SumCollector test:
+-----------------------------------------------
+   N =  1,  n = 500000000,  r =  0,   g = 10
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   29
+Chi-square statistic                  :   20.00
+p-value of test                       :    0.89
+
+-----------------------------------------------
+CPU time used                    :  00:02:43.95
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N = 10,  n = 1000000,  r =  0,    s = 5,    L = 30,    k = 30
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.11
+p-value of test                       :    0.73
+
+Kolmogorov-Smirnov- statistic = D-    :    0.33
+p-value of test                       :    0.09
+
+Anderson-Darling statistic = A2       :    1.09
+p-value of test                       :    0.31
+
+Test on the sum of all N observations
+Number of degrees of freedom          :   40
+Chi-square statistic                  :   44.04
+p-value of test                       :    0.30
+
+-----------------------------------------------
+CPU time used                    :  00:01:20.95
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N = 10,  n = 1000000,  r = 25,    s = 5,    L = 30,    k = 30
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.21
+p-value of test                       :    0.37
+
+Kolmogorov-Smirnov- statistic = D-    :    0.22
+p-value of test                       :    0.32
+
+Anderson-Darling statistic = A2       :    0.83
+p-value of test                       :    0.46
+
+Test on the sum of all N observations
+Number of degrees of freedom          :   40
+Chi-square statistic                  :   43.98
+p-value of test                       :    0.31
+
+-----------------------------------------------
+CPU time used                    :  00:01:23.64
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N =  1,  n = 5000,  r =  0,    s = 4,    L = 1000,    k = 1000
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    3
+Chi-square statistic                  :    1.08
+p-value of test                       :    0.78
+
+-----------------------------------------------
+CPU time used                    :  00:02:16.22
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N =  1,  n = 5000,  r = 26,    s = 4,    L = 1000,    k = 1000
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    3
+Chi-square statistic                  :    4.36
+p-value of test                       :    0.23
+
+-----------------------------------------------
+CPU time used                    :  00:02:13.23
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N =  1,  n = 80,  r = 15,    s = 15,    L = 5000,    k = 5000
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    2
+Chi-square statistic                  :    2.73
+p-value of test                       :    0.26
+
+-----------------------------------------------
+CPU time used                    :  00:01:32.67
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N =  1,  n = 80,  r =  0,    s = 30,    L = 5000,    k = 5000
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    2
+Chi-square statistic                  :    0.60
+p-value of test                       :    0.74
+
+-----------------------------------------------
+CPU time used                    :  00:01:17.62
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_Savir2 test:
+-----------------------------------------------
+   N = 10,  n = 10000000,  r = 10,    m = 1048576,    t = 30
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.16
+p-value of test                       :    0.55
+
+Kolmogorov-Smirnov- statistic = D-    :    0.15
+p-value of test                       :    0.58
+
+Anderson-Darling statistic = A2       :    0.65
+p-value of test                       :    0.60
+
+Test on the sum of all N observations
+Number of degrees of freedom          :  130
+Chi-square statistic                  :  143.40
+p-value of test                       :    0.20
+
+-----------------------------------------------
+CPU time used                    :  00:01:05.87
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_GCD test:
+-----------------------------------------------
+   N = 10,  n = 50000000,  r =  0,   s = 30
+
+
+-----------------------------------------------
+Test results for GCD values:
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.28
+p-value of test                       :    0.17
+
+Kolmogorov-Smirnov- statistic = D-    :    0.24
+p-value of test                       :    0.26
+
+Anderson-Darling statistic = A2       :    0.79
+p-value of test                       :    0.49
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 17430
+Chi-square statistic                  :17362.59
+p-value of test                       :    0.64
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:53.01
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r =  0,   s = 5,   L0 =   50,   L1 =   50
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :   36
+ChiSquare statistic                   :   37.73
+p-value of test                       :    0.39
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :   35
+ChiSquare statistic                   :   28.10
+p-value of test                       :    0.79
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          :   25
+ChiSquare statistic                   :   24.29
+p-value of test                       :    0.50
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :   24
+ChiSquare statistic                   :   28.24
+p-value of test                       :    0.25
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :   17
+ChiSquare statistic                   :    4.16
+p-value of test                       :    0.9993    *****
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:49.22
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r = 25,   s = 5,   L0 =   50,   L1 =   50
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :   36
+ChiSquare statistic                   :   30.81
+p-value of test                       :    0.71
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :   35
+ChiSquare statistic                   :   46.24
+p-value of test                       :    0.10
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          :   25
+ChiSquare statistic                   :   36.91
+p-value of test                       :    0.06
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :   24
+ChiSquare statistic                   :   27.30
+p-value of test                       :    0.29
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :   17
+ChiSquare statistic                   :   22.97
+p-value of test                       :    0.15
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:49.32
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 10000000,  r =  0,   s = 10,   L0 = 1000,   L1 = 1000
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :  146
+ChiSquare statistic                   :  129.52
+p-value of test                       :    0.83
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :  146
+ChiSquare statistic                   :  139.91
+p-value of test                       :    0.63
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          :  500
+ChiSquare statistic                   :  491.91
+p-value of test                       :    0.59
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :  136
+ChiSquare statistic                   :  134.34
+p-value of test                       :    0.52
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :   74
+ChiSquare statistic                   :   54.78
+p-value of test                       :    0.95
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:59.81
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 10000000,  r = 20,   s = 10,   L0 = 1000,   L1 = 1000
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :  146
+ChiSquare statistic                   :  118.72
+p-value of test                       :    0.95
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :  146
+ChiSquare statistic                   :  146.59
+p-value of test                       :    0.47
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          :  500
+ChiSquare statistic                   :  502.87
+p-value of test                       :    0.46
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :  136
+ChiSquare statistic                   :  124.06
+p-value of test                       :    0.76
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :   74
+ChiSquare statistic                   :   69.92
+p-value of test                       :    0.61
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:05.95
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 1000000,  r =  0,   s = 15,   L0 = 10000,   L1 = 10000
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :  384
+ChiSquare statistic                   :  371.89
+p-value of test                       :    0.66
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :  384
+ChiSquare statistic                   :  369.54
+p-value of test                       :    0.69
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          : 5000
+ChiSquare statistic                   : 5029.22
+p-value of test                       :    0.38
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :  378
+ChiSquare statistic                   :  343.31
+p-value of test                       :    0.90
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :  200
+ChiSquare statistic                   :  226.00
+p-value of test                       :    0.10
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:52.61
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 1000000,  r = 15,   s = 15,   L0 = 10000,   L1 = 10000
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :  384
+ChiSquare statistic                   :  408.45
+p-value of test                       :    0.19
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :  384
+ChiSquare statistic                   :  381.05
+p-value of test                       :    0.53
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          : 5000
+ChiSquare statistic                   : 5085.96
+p-value of test                       :    0.19
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :  378
+ChiSquare statistic                   :  413.51
+p-value of test                       :    0.10
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :  200
+ChiSquare statistic                   :  213.92
+p-value of test                       :    0.24
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:51.80
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+scomp_LinearComp test:
+-----------------------------------------------
+   N =  1,  n = 400020,  r =  0,    s = 1
+
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   12
+Chi2 statistic for size of jumps      :    5.58
+p-value of test                       :    0.94
+
+
+-----------------------------------------------
+Normal statistic for number of jumps  :    1.11
+p-value of test                       :    0.13
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:24.12
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+scomp_LinearComp test:
+-----------------------------------------------
+   N =  1,  n = 400020,  r = 29,    s = 1
+
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   12
+Chi2 statistic for size of jumps      :    9.88
+p-value of test                       :    0.63
+
+
+-----------------------------------------------
+Normal statistic for number of jumps  :    1.27
+p-value of test                       :    0.10
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:23.36
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+scomp_LempelZiv test:
+-----------------------------------------------
+   N = 10,  n = 134217728,  r =  0,   s =   30,   k =   27
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.23
+p-value of test                       :    0.29
+
+Kolmogorov-Smirnov- statistic = D-    :    0.10
+p-value of test                       :    0.75
+
+Anderson-Darling statistic = A2       :    0.58
+p-value of test                       :    0.66
+
+Tests on the sum of all N observations
+Standardized normal statistic         :   -0.58
+p-value of test                       :    0.72
+
+Sample variance                       :    0.62
+p-value of test                       :    0.78
+
+-----------------------------------------------
+CPU time used                    :  00:00:54.79
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+scomp_LempelZiv test:
+-----------------------------------------------
+   N = 10,  n = 134217728,  r = 15,   s =   15,   k =   27
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.32
+p-value of test                       :    0.10
+
+Kolmogorov-Smirnov- statistic = D-    :   0.085
+p-value of test                       :    0.82
+
+Anderson-Darling statistic = A2       :    1.06
+p-value of test                       :    0.33
+
+Tests on the sum of all N observations
+Standardized normal statistic         :   -0.86
+p-value of test                       :    0.80
+
+Sample variance                       :    0.48
+p-value of test                       :    0.89
+
+-----------------------------------------------
+CPU time used                    :  00:01:00.61
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sspectral_Fourier3 test:
+-----------------------------------------------
+   N = 100000,  n = 16384,  r =  0,   s =    3,   k =   14
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.022
+p-value of test                       :    0.02
+
+Kolmogorov-Smirnov- statistic = D-    : 9.63e-3
+p-value of test                       :    0.46
+
+Anderson-Darling statistic = A2       :    2.22
+p-value of test                       :    0.07
+
+-----------------------------------------------
+CPU time used                    :  00:00:47.54
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sspectral_Fourier3 test:
+-----------------------------------------------
+   N = 100000,  n = 16384,  r = 27,   s =    3,   k =   14
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    : 6.98e-3
+p-value of test                       :    0.67
+
+Kolmogorov-Smirnov- statistic = D-    :   0.025
+p-value of test                       :  7.1e-3
+
+Anderson-Darling statistic = A2       :    2.39
+p-value of test                       :    0.06
+
+-----------------------------------------------
+CPU time used                    :  00:00:46.97
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_LongestHeadRun test:
+-----------------------------------------------
+   N =  1,  n = 1000,  r =  0,   s = 3,   L = 10000020
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    8
+Chi-square statistic                  :   10.83
+p-value of test                       :    0.21
+
+-----------------------------------------------
+Global longest run of 1               :   32.00
+p-value of test                       :    0.50
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:41.95
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_LongestHeadRun test:
+-----------------------------------------------
+   N =  1,  n = 1000,  r = 27,   s = 3,   L = 10000020
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    8
+Chi-square statistic                  :    6.24
+p-value of test                       :    0.62
+
+-----------------------------------------------
+Global longest run of 1               :   34.00
+p-value of test                       :    0.25
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:47.12
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_PeriodsInStrings test:
+-----------------------------------------------
+   N = 10,  n = 500000000,  r =  0,   s =   10
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.082
+p-value of test                       :    0.83
+
+Kolmogorov-Smirnov- statistic = D-    :    0.12
+p-value of test                       :    0.71
+
+Anderson-Darling statistic = A2       :    0.54
+p-value of test                       :    0.70
+
+Test on the sum of all N observations
+Number of degrees of freedom          :  200
+Chi-square statistic                  :  219.29
+p-value of test                       :    0.17
+
+-----------------------------------------------
+CPU time used                    :  00:02:55.93
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_PeriodsInStrings test:
+-----------------------------------------------
+   N = 10,  n = 500000000,  r = 20,   s =   10
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.40
+p-value of test                       :    0.03
+
+Kolmogorov-Smirnov- statistic = D-    :   0.092
+p-value of test                       :    0.80
+
+Anderson-Darling statistic = A2       :    1.29
+p-value of test                       :    0.24
+
+Test on the sum of all N observations
+Number of degrees of freedom          :  200
+Chi-square statistic                  :  188.28
+p-value of test                       :    0.71
+
+-----------------------------------------------
+CPU time used                    :  00:02:57.39
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingWeight2 test:
+-----------------------------------------------
+   N = 10,  n = 1000000000,  r =  0,   s = 3,   L = 1000000
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.29
+p-value of test                       :    0.16
+
+Kolmogorov-Smirnov- statistic = D-    :   0.080
+p-value of test                       :    0.84
+
+Anderson-Darling statistic = A2       :    1.00
+p-value of test                       :    0.36
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 10000
+Chi-square statistic                  : 9823.42
+p-value of test                       :    0.89
+
+-----------------------------------------------
+CPU time used                    :  00:01:07.96
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingWeight2 test:
+-----------------------------------------------
+   N = 10,  n = 1000000000,  r = 27,   s = 3,   L = 1000000
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.28
+p-value of test                       :    0.18
+
+Kolmogorov-Smirnov- statistic = D-    :    0.13
+p-value of test                       :    0.67
+
+Anderson-Darling statistic = A2       :    0.91
+p-value of test                       :    0.40
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 10000
+Chi-square statistic                  : 9876.28
+p-value of test                       :    0.81
+
+-----------------------------------------------
+CPU time used                    :  00:01:11.20
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingCorr test:
+-----------------------------------------------
+   N =  1,  n = 1000000000,  r = 10,   s = 10,   L = 30
+
+
+
+-----------------------------------------------
+Normal statistic                      :   -0.31
+p-value of test                       :    0.62
+
+-----------------------------------------------
+CPU time used                    :  00:01:23.14
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingCorr test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r = 10,   s = 10,   L = 300
+
+
+
+-----------------------------------------------
+Normal statistic                      :    0.99
+p-value of test                       :    0.16
+
+-----------------------------------------------
+CPU time used                    :  00:01:18.45
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingCorr test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r = 10,   s = 10,   L = 1200
+
+
+
+-----------------------------------------------
+Normal statistic                      :   -0.45
+p-value of test                       :    0.67
+
+-----------------------------------------------
+CPU time used                    :  00:05:11.62
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N = 10,  n = 30000000,  r =  0,   s = 3,   L = 30,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    : 8.97e-3
+p-value of test                       :    0.9903
+
+Kolmogorov-Smirnov- statistic = D-    :    0.31
+p-value of test                       :    0.12
+
+Anderson-Darling statistic = A2       :    1.17
+p-value of test                       :    0.28
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 4890
+Chi-square statistic                  : 5031.19
+p-value of test                       :    0.08
+
+-----------------------------------------------
+CPU time used                    :  00:02:14.87
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N = 10,  n = 30000000,  r = 27,   s = 3,   L = 30,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.13
+p-value of test                       :    0.66
+
+Kolmogorov-Smirnov- statistic = D-    :    0.36
+p-value of test                       :    0.06
+
+Anderson-Darling statistic = A2       :    1.22
+p-value of test                       :    0.26
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 4890
+Chi-square statistic                  : 4955.08
+p-value of test                       :    0.25
+
+-----------------------------------------------
+CPU time used                    :  00:02:17.37
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N =  1,  n = 30000000,  r =  0,   s = 4,   L = 300,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+Number of degrees of freedom          : 4117
+Chi-square statistic                  : 4052.41
+p-value of test                       :    0.76
+
+-----------------------------------------------
+CPU time used                    :  00:01:39.70
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N =  1,  n = 30000000,  r = 26,   s = 4,   L = 300,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+Number of degrees of freedom          : 4117
+Chi-square statistic                  : 3907.79
+p-value of test                       :    0.9903
+
+-----------------------------------------------
+CPU time used                    :  00:01:41.22
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N =  1,  n = 10000000,  r =  0,   s = 5,   L = 1200,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+Number of degrees of freedom          : 11825
+Chi-square statistic                  :11921.55
+p-value of test                       :    0.26
+
+-----------------------------------------------
+CPU time used                    :  00:01:46.90
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N =  1,  n = 10000000,  r = 25,   s = 5,   L = 1200,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+Number of degrees of freedom          : 11825
+Chi-square statistic                  :11906.73
+p-value of test                       :    0.30
+
+-----------------------------------------------
+CPU time used                    :  00:01:51.81
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_Run test:
+-----------------------------------------------
+   N =  1,  n = 2000000000,  r =  0,   s =    3
+
+
+-----------------------------------------------
+Total number of 1 runs:  2000000000
+
+Number of degrees of freedom          :   54
+Chi2 statistic for number of runs     :   46.28
+p-value of test                       :    0.76
+
+
+-----------------------------------------------
+Total number of bits:  8000045754
+
+Normal statistic for number of bits   :    0.36
+p-value of test                       :    0.36
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:25.12
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_Run test:
+-----------------------------------------------
+   N =  1,  n = 2000000000,  r = 27,   s =    3
+
+
+-----------------------------------------------
+Total number of 1 runs:  2000000001
+
+Number of degrees of freedom          :   54
+Chi2 statistic for number of runs     :   45.11
+p-value of test                       :    0.80
+
+
+-----------------------------------------------
+Total number of bits:  7999963110
+
+Normal statistic for number of bits   :   -0.29
+p-value of test                       :    0.61
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:25.59
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_AutoCor test:
+-----------------------------------------------
+   N = 10,  n = 1000000030,  r =  0,   s = 3,   d = 1
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.22
+p-value of test                       :    0.32
+
+Kolmogorov-Smirnov- statistic = D-    :    0.12
+p-value of test                       :    0.70
+
+Anderson-Darling statistic = A2       :    1.37
+p-value of test                       :    0.21
+
+Tests on the sum of all N observations
+Standardized normal statistic         :   -1.27
+p-value of test                       :    0.90
+
+Sample variance                       :    1.30
+p-value of test                       :    0.23
+
+-----------------------------------------------
+CPU time used                    :  00:02:46.46
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_AutoCor test:
+-----------------------------------------------
+   N = 10,  n = 1000000029,  r =  0,   s = 3,   d = 3
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.13
+p-value of test                       :    0.64
+
+Kolmogorov-Smirnov- statistic = D-    :    0.34
+p-value of test                       :    0.07
+
+Anderson-Darling statistic = A2       :    0.99
+p-value of test                       :    0.36
+
+Tests on the sum of all N observations
+Standardized normal statistic         :    0.44
+p-value of test                       :    0.33
+
+Sample variance                       :    1.02
+p-value of test                       :    0.42
+
+-----------------------------------------------
+CPU time used                    :  00:02:35.73
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_AutoCor test:
+-----------------------------------------------
+   N = 10,  n = 1000000030,  r = 27,   s = 3,   d = 1
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.20
+p-value of test                       :    0.39
+
+Kolmogorov-Smirnov- statistic = D-    :   0.098
+p-value of test                       :    0.77
+
+Anderson-Darling statistic = A2       :    0.28
+p-value of test                       :    0.95
+
+Tests on the sum of all N observations
+Standardized normal statistic         :   -0.27
+p-value of test                       :    0.61
+
+Sample variance                       :    0.92
+p-value of test                       :    0.51
+
+-----------------------------------------------
+CPU time used                    :  00:02:54.43
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_AutoCor test:
+-----------------------------------------------
+   N = 10,  n = 1000000029,  r = 27,   s = 3,   d = 3
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.13
+p-value of test                       :    0.66
+
+Kolmogorov-Smirnov- statistic = D-    :    0.27
+p-value of test                       :    0.20
+
+Anderson-Darling statistic = A2       :    0.58
+p-value of test                       :    0.67
+
+Tests on the sum of all N observations
+Standardized normal statistic         :    0.44
+p-value of test                       :    0.33
+
+Sample variance                       :    0.85
+p-value of test                       :    0.57
+
+-----------------------------------------------
+CPU time used                    :  00:02:35.39
+
+Generator state:
+N/A
+
+
+
+
+========= Summary results of BigCrush =========
+
+ Version:          TestU01 1.2.3
+ Generator:        stdin
+ Number of statistics:  160
+ Total CPU time:   04:23:58.12
+ The following tests gave p-values outside [0.001, 0.9990]:
+ (eps  means a value < 1.0e-300):
+ (eps1 means a value < 1.0e-15):
+
+       Test                          p-value
+ ----------------------------------------------
+ 74  RandomWalk1 C (L=50, r=0)       0.9993 
+ ----------------------------------------------
+ All other tests were passed
+
+
+
+# 
+# Test duration: 1341.5887962447334 minutes
+# 
diff --git a/src/site/resources/txt/userguide/rng/stress/tu/run_1/tu_2 b/src/site/resources/txt/userguide/rng/stress/tu/run_1/tu_2
new file mode 100644
index 000000000..a5a08d04a
--- /dev/null
+++ b/src/site/resources/txt/userguide/rng/stress/tu/run_1/tu_2
@@ -0,0 +1,3803 @@
+# 
+# RNG: org.apache.commons.math4.rng.internal.source32.MersenneTwister
+# 
+# Java: 1.8.0_66
+# Runtime: 1.8.0_66-b17
+# JVM: Java HotSpot(TM) 64-Bit Server VM 25.66-b17
+# OS: Linux 3.16.0-4-amd64 amd64
+# 
+# Analyzer: ./stdin2testu01 BigCrush 
+# 
+xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
+                 Starting BigCrush
+                 Version: TestU01 1.2.3
+xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
+
+
+***********************************************************
+Test smarsa_SerialOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N =  1,  n = 1000000000,  r =  0,   d =  256,   t =  3,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =           16777216
+       Expected number per cell =   59.604645
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =   0.0083558402,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          : 16711680
+Value of the statistic                : 1.67e+7
+p-value of test                       :    0.78
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:11.53
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_SerialOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N =  1,  n = 1000000000,  r = 22,   d =  256,   t =  3,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =           16777216
+       Expected number per cell =   59.604645
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =   0.0083558402,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          : 16711680
+Value of the statistic                : 1.67e+7
+p-value of test                       :    0.36
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:44.50
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  0,   d = 2097152,   t =  2,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1411
+p-value of test                       :    0.11
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334531
+  j =  1                              :        599997178
+  j =  2                              :             1411
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:04:15.49
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  9,   d = 2097152,   t =  2,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1320
+p-value of test                       :    0.88
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334440
+  j =  1                              :        599997360
+  j =  2                              :             1320
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:04:09.07
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  0,   d = 16384,   t =  3,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1376
+p-value of test                       :    0.38
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334496
+  j =  1                              :        599997248
+  j =  2                              :             1376
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:05:24.32
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r = 16,   d = 16384,   t =  3,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1386
+p-value of test                       :    0.28
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334506
+  j =  1                              :        599997228
+  j =  2                              :             1386
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:05:46.06
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  0,   d =   64,   t =  7,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1393
+p-value of test                       :    0.22
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334513
+  j =  1                              :        599997214
+  j =  2                              :             1393
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:05:58.92
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r = 24,   d =   64,   t =  7,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1309
+p-value of test                       :    0.93
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334429
+  j =  1                              :        599997382
+  j =  2                              :             1309
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:06:06.86
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  0,   d =    8,   t = 14,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1372
+p-value of test                       :    0.42
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334492
+  j =  1                              :        599997256
+  j =  2                              :             1372
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:05:48.82
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r = 27,   d =    8,   t = 14,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1321
+p-value of test                       :    0.88
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334441
+  j =  1                              :        599997358
+  j =  2                              :             1321
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:05:24.48
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  0,   d =    4,   t = 21,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1314
+p-value of test                       :    0.91
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334434
+  j =  1                              :        599997372
+  j =  2                              :             1314
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:05:23.86
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r = 28,   d =    4,   t = 21,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1419
+p-value of test                       :    0.07
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334539
+  j =  1                              :        599997162
+  j =  2                              :             1419
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:07:25.94
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 100,  n = 10000000,  r =  0,    d = 2147483648,    t = 2,    p = 1
+
+
+      Number of cells = d^t = 4611686018427387904
+      Lambda = Poisson mean =      54.2101
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    5421.01
+Total observed number                 :    5515
+p-value of test                       :    0.10
+
+
+-----------------------------------------------
+CPU time used                    :  00:04:29.46
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 20000000,  r =  0,    d = 2097152,    t = 3,    p = 1
+
+
+      Number of cells = d^t = 9223372036854775808
+      Lambda = Poisson mean =     216.8404
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    4336.81
+Total observed number                 :    4488
+p-value of test                       :    0.01
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:55.23
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 30000000,  r = 14,    d = 65536,    t = 4,    p = 1
+
+
+      Number of cells = d^t = 18446744073709551616
+      Lambda = Poisson mean =     365.9182
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    7318.36
+Total observed number                 :    7219
+p-value of test                       :    0.88
+
+
+-----------------------------------------------
+CPU time used                    :  00:03:13.53
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 20000000,  r =  0,    d = 512,    t = 7,    p = 1
+
+
+      Number of cells = d^t = 9223372036854775808
+      Lambda = Poisson mean =     216.8404
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    4336.81
+Total observed number                 :    4328
+p-value of test                       :    0.55
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:26.92
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 20000000,  r =  7,    d = 512,    t = 7,    p = 1
+
+
+      Number of cells = d^t = 9223372036854775808
+      Lambda = Poisson mean =     216.8404
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    4336.81
+Total observed number                 :    4154
+p-value of test                       :    0.9973
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:33.42
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 30000000,  r = 14,    d = 256,    t = 8,    p = 1
+
+
+      Number of cells = d^t = 18446744073709551616
+      Lambda = Poisson mean =     365.9182
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    7318.36
+Total observed number                 :    7210
+p-value of test                       :    0.90
+
+
+-----------------------------------------------
+CPU time used                    :  00:04:00.46
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 30000000,  r = 22,    d = 256,    t = 8,    p = 1
+
+
+      Number of cells = d^t = 18446744073709551616
+      Lambda = Poisson mean =     365.9182
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    7318.36
+Total observed number                 :    7227
+p-value of test                       :    0.86
+
+
+-----------------------------------------------
+CPU time used                    :  00:04:04.68
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 30000000,  r =  0,    d = 16,    t = 16,    p = 1
+
+
+      Number of cells = d^t = 18446744073709551616
+      Lambda = Poisson mean =     365.9182
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    7318.36
+Total observed number                 :    7468
+p-value of test                       :    0.04
+
+
+-----------------------------------------------
+CPU time used                    :  00:05:15.89
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 30000000,  r = 26,    d = 16,    t = 16,    p = 1
+
+
+      Number of cells = d^t = 18446744073709551616
+      Lambda = Poisson mean =     365.9182
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    7318.36
+Total observed number                 :    7188
+p-value of test                       :    0.94
+
+
+-----------------------------------------------
+CPU time used                    :  00:05:37.14
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+snpair_ClosePairs test:
+-----------------------------------------------
+   N = 30,  n = 6000000,  r =  0,  t = 3,  p = 0,  m = 30,  Torus =  TRUE
+
+
+---------------------------------------
+Test based on the 2 nearest points (NP):
+
+Stat. AD on the N values (NP)         :    2.06
+p-value of test                       :    0.09
+
+
+A2 test based on the spacings between the
+   successive jump times of process Y_n(t):
+
+A2 test on the values of A2 (m-NP)    :    1.56
+p-value of test                       :    0.16
+
+Test on the Nm values of W_{n,i}(mNP1):    1.21
+p-value of test                       :    0.26
+
+Test on the jump times of Y
+   (superposition of Yn):
+
+Expected number of jumps of Y = mN    :     900
+Number of jumps of Y                  :     912
+p-value of test                       :    0.35
+
+Stat. AD (mNP2)                       :    2.55
+p-value of test                       :    0.05
+
+Stat. AD after spacings (mNP2-S)      :    1.59
+p-value of test                       :    0.16
+
+-----------------------------------------------
+CPU time used                    :  00:03:13.25
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+snpair_ClosePairs test:
+-----------------------------------------------
+   N = 20,  n = 4000000,  r =  0,  t = 5,  p = 0,  m = 30,  Torus =  TRUE
+
+
+---------------------------------------
+Test based on the 2 nearest points (NP):
+
+Stat. AD on the N values (NP)         :    0.58
+p-value of test                       :    0.67
+
+
+A2 test based on the spacings between the
+   successive jump times of process Y_n(t):
+
+A2 test on the values of A2 (m-NP)    :    0.94
+p-value of test                       :    0.39
+
+Test on the Nm values of W_{n,i}(mNP1):    0.40
+p-value of test                       :    0.85
+
+Test on the jump times of Y
+   (superposition of Yn):
+
+Expected number of jumps of Y = mN    :     600
+Number of jumps of Y                  :     608
+p-value of test                       :    0.38
+
+Stat. AD (mNP2)                       :    0.42
+p-value of test                       :    0.83
+
+Stat. AD after spacings (mNP2-S)      :    1.59
+p-value of test                       :    0.16
+
+-----------------------------------------------
+CPU time used                    :  00:02:05.60
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+snpair_ClosePairs test:
+-----------------------------------------------
+   N = 10,  n = 3000000,  r =  0,  t = 9,  p = 0,  m = 30,  Torus =  TRUE
+
+
+---------------------------------------
+Test based on the 2 nearest points (NP):
+
+Stat. AD on the N values (NP)         :    0.91
+p-value of test                       :    0.40
+
+
+A2 test based on the spacings between the
+   successive jump times of process Y_n(t):
+
+A2 test on the values of A2 (m-NP)    :    0.82
+p-value of test                       :    0.46
+
+Test on the Nm values of W_{n,i}(mNP1):    0.77
+p-value of test                       :    0.50
+
+Test on the jump times of Y
+   (superposition of Yn):
+
+Expected number of jumps of Y = mN    :     300
+Number of jumps of Y                  :     295
+p-value of test                       :    0.60
+
+Stat. AD (mNP2)                       :    0.68
+p-value of test                       :    0.57
+
+Stat. AD after spacings (mNP2-S)      :    0.63
+p-value of test                       :    0.62
+
+-----------------------------------------------
+CPU time used                    :  00:03:05.35
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+snpair_ClosePairs test:
+-----------------------------------------------
+   N =  5,  n = 2000000,  r =  0,  t = 16,  p = 0,  m = 30,  Torus =  TRUE
+
+
+---------------------------------------
+Test based on the 2 nearest points (NP):
+
+Stat. AD on the N values (NP)         :    0.61
+p-value of test                       :    0.63
+
+
+A2 test based on the spacings between the
+   successive jump times of process Y_n(t):
+
+A2 test on the values of A2 (m-NP)    :    3.58
+p-value of test                       :    0.02
+
+Test on the Nm values of W_{n,i}(mNP1):    0.44
+p-value of test                       :    0.81
+
+Test on the jump times of Y
+   (superposition of Yn):
+
+Expected number of jumps of Y = mN    :     150
+Number of jumps of Y                  :     159
+p-value of test                       :    0.24
+
+Stat. AD (mNP2)                       :    0.36
+p-value of test                       :    0.89
+
+Stat. AD after spacings (mNP2-S)      :    1.30
+p-value of test                       :    0.23
+
+-----------------------------------------------
+CPU time used                    :  00:03:17.78
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_SimpPoker test:
+-----------------------------------------------
+   N =  1,  n = 400000000,  r =  0,   d =    8,   k =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    7
+Chi-square statistic                  :    3.90
+p-value of test                       :    0.79
+
+-----------------------------------------------
+CPU time used                    :  00:01:18.72
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_SimpPoker test:
+-----------------------------------------------
+   N =  1,  n = 400000000,  r = 27,   d =    8,   k =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    7
+Chi-square statistic                  :   13.09
+p-value of test                       :    0.07
+
+-----------------------------------------------
+CPU time used                    :  00:01:33.47
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_SimpPoker test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r =  0,   d =   32,   k =   32
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   18
+Chi-square statistic                  :   15.57
+p-value of test                       :    0.62
+
+-----------------------------------------------
+CPU time used                    :  00:01:20.00
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_SimpPoker test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r = 25,   d =   32,   k =   32
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   18
+Chi-square statistic                  :   24.53
+p-value of test                       :    0.14
+
+-----------------------------------------------
+CPU time used                    :  00:01:31.75
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_CouponCollector test:
+-----------------------------------------------
+   N =  1,  n = 200000000,  r =  0,   d =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   54
+Chi-square statistic                  :   57.57
+p-value of test                       :    0.34
+
+-----------------------------------------------
+CPU time used                    :  00:01:41.81
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_CouponCollector test:
+-----------------------------------------------
+   N =  1,  n = 200000000,  r = 10,   d =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   54
+Chi-square statistic                  :   55.74
+p-value of test                       :    0.41
+
+-----------------------------------------------
+CPU time used                    :  00:01:58.78
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_CouponCollector test:
+-----------------------------------------------
+   N =  1,  n = 200000000,  r = 20,   d =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   54
+Chi-square statistic                  :   59.94
+p-value of test                       :    0.27
+
+-----------------------------------------------
+CPU time used                    :  00:02:01.02
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_CouponCollector test:
+-----------------------------------------------
+   N =  1,  n = 200000000,  r = 27,   d =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   54
+Chi-square statistic                  :   42.26
+p-value of test                       :    0.88
+
+-----------------------------------------------
+CPU time used                    :  00:02:01.14
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Gap test:
+-----------------------------------------------
+   N =  1,  n = 500000000,  r =  0,   Alpha =        0,   Beta  =   0.0625
+
+
+-----------------------------------------------
+Number of degrees of freedom          :  232
+Chi-square statistic                  :  239.65
+p-value of test                       :    0.35
+
+-----------------------------------------------
+CPU time used                    :  00:02:16.44
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Gap test:
+-----------------------------------------------
+   N =  1,  n = 300000000,  r = 25,   Alpha =        0,   Beta  =  0.03125
+
+
+-----------------------------------------------
+Number of degrees of freedom          :  434
+Chi-square statistic                  :  433.97
+p-value of test                       :    0.49
+
+-----------------------------------------------
+CPU time used                    :  00:03:10.78
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Gap test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r =  0,   Alpha =        0,   Beta  = 0.0078125
+
+
+-----------------------------------------------
+Number of degrees of freedom          : 1437
+Chi-square statistic                  : 1417.11
+p-value of test                       :    0.64
+
+-----------------------------------------------
+CPU time used                    :  00:03:06.19
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Gap test:
+-----------------------------------------------
+   N =  1,  n = 10000000,  r = 20,   Alpha =        0,   Beta  = 0.000976562
+
+
+-----------------------------------------------
+Number of degrees of freedom          : 7046
+Chi-square statistic                  : 7079.51
+p-value of test                       :    0.39
+
+-----------------------------------------------
+CPU time used                    :  00:03:21.94
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Run test:
+-----------------------------------------------
+   N =  5,  n = 1000000000,  r =  0,   Up = FALSE
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.34
+p-value of test                       :    0.25
+
+Kolmogorov-Smirnov- statistic = D-    :    0.17
+p-value of test                       :    0.68
+
+Anderson-Darling statistic = A2       :    0.56
+p-value of test                       :    0.68
+
+Test on the sum of all N observations
+Number of degrees of freedom          :   30
+Chi-square statistic                  :   24.85
+p-value of test                       :    0.73
+
+-----------------------------------------------
+CPU time used                    :  00:01:47.52
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Run test:
+-----------------------------------------------
+   N = 10,  n = 1000000000,  r = 15,   Up =  TRUE
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.20
+p-value of test                       :    0.38
+
+Kolmogorov-Smirnov- statistic = D-    :    0.19
+p-value of test                       :    0.44
+
+Anderson-Darling statistic = A2       :    0.58
+p-value of test                       :    0.67
+
+Test on the sum of all N observations
+Number of degrees of freedom          :   60
+Chi-square statistic                  :   61.90
+p-value of test                       :    0.41
+
+-----------------------------------------------
+CPU time used                    :  00:04:17.06
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_Permutation calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N =  1,  n = 1000000000,  r =  5,   t =  3,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =                  6
+       Expected number per cell =  1.6666667e+08
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =  2.5000002e-09,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          :    5
+Value of the statistic                :    4.02
+p-value of test                       :    0.55
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:12.70
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_Permutation calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N =  1,  n = 1000000000,  r =  5,   t =  5,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =                120
+       Expected number per cell =   8333333.3
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =  5.9500005e-08,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          :  119
+Value of the statistic                :  128.54
+p-value of test                       :    0.26
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:09.12
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_Permutation calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N =  1,  n = 500000000,  r =  5,   t =  7,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =               5040
+       Expected number per cell =   99206.349
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =  5.0390004e-06,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          : 5039
+Value of the statistic                : 5131.07
+p-value of test                       :    0.18
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:34.00
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_Permutation calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N =  1,  n = 500000000,  r = 10,   t = 10,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =            3628800
+       Expected number per cell =    137.7866
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =   0.0036287993,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          : 3628799
+Value of the statistic                : 3.63e+6
+p-value of test                       :    0.49
+
+
+-----------------------------------------------
+CPU time used                    :  00:03:00.13
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_CollisionPermut calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N = 20,  n = 20000000,  r =  0,   t = 14,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =        87178291200
+       Expected number per cell =  1 /  4358.9146
+       EColl = n^2 / (2k) =   2294.14912
+       Hashing =   TRUE
+
+       Collision test,    Mu =      2293.9736,    Sigma =    47.8841
+
+-----------------------------------------------
+Test Results for Collisions
+
+For the total number of collisions, we use
+      the Poisson approximation:
+Expected number of collisions = N*Mu  :    45879.47
+Observed number of collisions         :    45973
+p-value of test                       :    0.33
+
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :    1743165869973
+  j =  1                              :        399908059
+  j =  2                              :            45963
+  j =  3                              :                5
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:04:36.55
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_CollisionPermut calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N = 20,  n = 20000000,  r = 10,   t = 14,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =        87178291200
+       Expected number per cell =  1 /  4358.9146
+       EColl = n^2 / (2k) =   2294.14912
+       Hashing =   TRUE
+
+       Collision test,    Mu =      2293.9736,    Sigma =    47.8841
+
+-----------------------------------------------
+Test Results for Collisions
+
+For the total number of collisions, we use
+      the Poisson approximation:
+Expected number of collisions = N*Mu  :    45879.47
+Observed number of collisions         :    45800
+p-value of test                       :    0.64
+
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :    1743165869800
+  j =  1                              :        399908402
+  j =  2                              :            45796
+  j =  3                              :                2
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:04:48.96
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_MaxOft test:
+-----------------------------------------------
+   N = 40,  n = 10000000,  r =  0,   d = 100000,   t =  8
+
+      Number of categories = 100000
+      Expected number per category  = 100.00
+
+
+-----------------------------------------------
+Test results for chi2 with 99999 degrees of freedom:
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.16
+p-value of test                       :    0.12
+
+Kolmogorov-Smirnov- statistic = D-    :   0.025
+p-value of test                       :    0.94
+
+Anderson-Darling statistic = A2       :    0.98
+p-value of test                       :    0.37
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 3999960
+Chi-square statistic                  : 4.00e+6
+p-value of test                       :    0.87
+
+
+-----------------------------------------------
+Test results for Anderson-Darling:
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.14
+p-value of test                       :    0.18
+
+Kolmogorov-Smirnov- statistic = D-    :   0.086
+p-value of test                       :    0.52
+
+Anderson-Darling statistic = A2       :    1.63
+p-value of test                       :    0.15
+
+
+-----------------------------------------------
+CPU time used                    :  00:03:31.96
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_MaxOft test:
+-----------------------------------------------
+   N = 30,  n = 10000000,  r =  0,   d = 100000,   t = 16
+
+      Number of categories = 100000
+      Expected number per category  = 100.00
+
+
+-----------------------------------------------
+Test results for chi2 with 99999 degrees of freedom:
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.066
+p-value of test                       :    0.74
+
+Kolmogorov-Smirnov- statistic = D-    :   0.073
+p-value of test                       :    0.69
+
+Anderson-Darling statistic = A2       :    0.34
+p-value of test                       :    0.90
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 2999970
+Chi-square statistic                  : 3.00e+6
+p-value of test                       :    0.40
+
+
+-----------------------------------------------
+Test results for Anderson-Darling:
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.11
+p-value of test                       :    0.46
+
+Kolmogorov-Smirnov- statistic = D-    :   0.079
+p-value of test                       :    0.66
+
+Anderson-Darling statistic = A2       :    0.43
+p-value of test                       :    0.81
+
+
+-----------------------------------------------
+CPU time used                    :  00:03:18.34
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_MaxOft test:
+-----------------------------------------------
+   N = 20,  n = 10000000,  r =  0,   d = 100000,   t = 24
+
+      Number of categories = 100000
+      Expected number per category  = 100.00
+
+
+-----------------------------------------------
+Test results for chi2 with 99999 degrees of freedom:
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.13
+p-value of test                       :    0.48
+
+Kolmogorov-Smirnov- statistic = D-    :    0.18
+p-value of test                       :    0.26
+
+Anderson-Darling statistic = A2       :    0.61
+p-value of test                       :    0.64
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 1999980
+Chi-square statistic                  : 2.00e+6
+p-value of test                       :    0.46
+
+
+-----------------------------------------------
+Test results for Anderson-Darling:
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.15
+p-value of test                       :    0.39
+
+Kolmogorov-Smirnov- statistic = D-    :    0.20
+p-value of test                       :    0.17
+
+Anderson-Darling statistic = A2       :    1.00
+p-value of test                       :    0.35
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:32.03
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_MaxOft test:
+-----------------------------------------------
+   N = 20,  n = 10000000,  r =  0,   d = 100000,   t = 32
+
+      Number of categories = 100000
+      Expected number per category  = 100.00
+
+
+-----------------------------------------------
+Test results for chi2 with 99999 degrees of freedom:
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.096
+p-value of test                       :    0.65
+
+Kolmogorov-Smirnov- statistic = D-    :    0.20
+p-value of test                       :    0.17
+
+Anderson-Darling statistic = A2       :    0.71
+p-value of test                       :    0.55
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 1999980
+Chi-square statistic                  : 2.00e+6
+p-value of test                       :    0.26
+
+
+-----------------------------------------------
+Test results for Anderson-Darling:
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.046
+p-value of test                       :    0.89
+
+Kolmogorov-Smirnov- statistic = D-    :    0.16
+p-value of test                       :    0.32
+
+Anderson-Darling statistic = A2       :    0.79
+p-value of test                       :    0.49
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:59.50
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleProd test:
+-----------------------------------------------
+   N = 40,  n = 10000000,  r =  0,   t = 8
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.16
+p-value of test                       :    0.13
+
+Kolmogorov-Smirnov- statistic = D-    :    0.10
+p-value of test                       :    0.41
+
+Anderson-Darling statistic = A2       :    1.17
+p-value of test                       :    0.28
+
+-----------------------------------------------
+CPU time used                    :  00:02:29.73
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleProd test:
+-----------------------------------------------
+   N = 20,  n = 10000000,  r =  0,   t = 16
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.20
+p-value of test                       :    0.18
+
+Kolmogorov-Smirnov- statistic = D-    :   0.057
+p-value of test                       :    0.85
+
+Anderson-Darling statistic = A2       :    1.37
+p-value of test                       :    0.21
+
+-----------------------------------------------
+CPU time used                    :  00:01:45.30
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleProd test:
+-----------------------------------------------
+   N = 20,  n = 10000000,  r =  0,   t = 24
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.22
+p-value of test                       :    0.12
+
+Kolmogorov-Smirnov- statistic = D-    :   0.057
+p-value of test                       :    0.85
+
+Anderson-Darling statistic = A2       :    1.06
+p-value of test                       :    0.33
+
+-----------------------------------------------
+CPU time used                    :  00:02:13.27
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleMean test:
+-----------------------------------------------
+   N = 20000000,  n = 30,  r =  0
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    : 1.36e-4
+p-value of test                       :    0.48
+
+Kolmogorov-Smirnov- statistic = D-    : 6.86e-5
+p-value of test                       :    0.83
+
+Anderson-Darling statistic = A2       :    0.67
+p-value of test                       :    0.59
+
+-----------------------------------------------
+CPU time used                    :  00:00:32.50
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleMean test:
+-----------------------------------------------
+   N = 20000000,  n = 30,  r = 10
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    : 1.43e-4
+p-value of test                       :    0.44
+
+Kolmogorov-Smirnov- statistic = D-    : 1.14e-4
+p-value of test                       :    0.59
+
+Anderson-Darling statistic = A2       :    0.31
+p-value of test                       :    0.93
+
+-----------------------------------------------
+CPU time used                    :  00:00:34.96
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleCorr test:
+-----------------------------------------------
+   N =  1,  n = 2000000000,  r =  0,   k = 1
+
+
+-----------------------------------------------
+Normal statistic                      :    1.55
+p-value of test                       :    0.06
+
+-----------------------------------------------
+CPU time used                    :  00:00:32.40
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleCorr test:
+-----------------------------------------------
+   N =  1,  n = 2000000000,  r =  0,   k = 2
+
+
+-----------------------------------------------
+Normal statistic                      :    0.85
+p-value of test                       :    0.20
+
+-----------------------------------------------
+CPU time used                    :  00:00:36.92
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_AppearanceSpacings test:
+-----------------------------------------------
+   N =  1,   Q = 10000000,   K = 1000000000,   r = 0,   s = 3,   L = 15
+
+   Sequences of n = (K + Q)L =  15150000000 bits
+   Q = 10000000 initialization blocks
+   K = 1000000000 blocks for the test
+   the blocks have L = 15 bits
+
+
+
+-----------------------------------------------
+Normal statistic                      :   -1.70
+p-value of test                       :    0.96
+
+-----------------------------------------------
+CPU time used                    :  00:02:01.87
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_AppearanceSpacings test:
+-----------------------------------------------
+   N =  1,   Q = 10000000,   K = 1000000000,   r = 27,   s = 3,   L = 15
+
+   Sequences of n = (K + Q)L =  15150000000 bits
+   Q = 10000000 initialization blocks
+   K = 1000000000 blocks for the test
+   the blocks have L = 15 bits
+
+
+
+-----------------------------------------------
+Normal statistic                      :   0.042
+p-value of test                       :    0.48
+
+-----------------------------------------------
+CPU time used                    :  00:02:10.54
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r =  0,  k = 256,  Alpha =      0,  Beta =   0.25
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   67
+Chi-square statistic                  :   62.70
+p-value of test                       :    0.63
+
+-----------------------------------------------
+CPU time used                    :  00:01:28.00
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r = 20,  k = 256,  Alpha =      0,  Beta =   0.25
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   67
+Chi-square statistic                  :   64.08
+p-value of test                       :    0.58
+
+-----------------------------------------------
+CPU time used                    :  00:01:38.85
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r = 28,  k = 256,  Alpha =      0,  Beta =   0.25
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   67
+Chi-square statistic                  :   76.76
+p-value of test                       :    0.19
+
+-----------------------------------------------
+CPU time used                    :  00:01:35.68
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r =  0,  k = 256,  Alpha =      0,  Beta = 0.0625
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   37
+Chi-square statistic                  :   43.17
+p-value of test                       :    0.22
+
+-----------------------------------------------
+CPU time used                    :  00:01:26.23
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r = 10,  k = 256,  Alpha =      0,  Beta = 0.0625
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   37
+Chi-square statistic                  :   38.02
+p-value of test                       :    0.42
+
+-----------------------------------------------
+CPU time used                    :  00:01:39.23
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r = 26,  k = 256,  Alpha =      0,  Beta = 0.0625
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   37
+Chi-square statistic                  :   36.57
+p-value of test                       :    0.49
+
+-----------------------------------------------
+CPU time used                    :  00:01:36.88
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SumCollector test:
+-----------------------------------------------
+   N =  1,  n = 500000000,  r =  0,   g = 10
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   29
+Chi-square statistic                  :   38.86
+p-value of test                       :    0.10
+
+-----------------------------------------------
+CPU time used                    :  00:02:39.80
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N = 10,  n = 1000000,  r =  0,    s = 5,    L = 30,    k = 30
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.10
+p-value of test                       :    0.75
+
+Kolmogorov-Smirnov- statistic = D-    :    0.22
+p-value of test                       :    0.34
+
+Anderson-Darling statistic = A2       :    0.74
+p-value of test                       :    0.52
+
+Test on the sum of all N observations
+Number of degrees of freedom          :   40
+Chi-square statistic                  :   48.85
+p-value of test                       :    0.16
+
+-----------------------------------------------
+CPU time used                    :  00:01:24.14
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N = 10,  n = 1000000,  r = 25,    s = 5,    L = 30,    k = 30
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.21
+p-value of test                       :    0.37
+
+Kolmogorov-Smirnov- statistic = D-    :   0.092
+p-value of test                       :    0.80
+
+Anderson-Darling statistic = A2       :    0.72
+p-value of test                       :    0.54
+
+Test on the sum of all N observations
+Number of degrees of freedom          :   40
+Chi-square statistic                  :   37.83
+p-value of test                       :    0.57
+
+-----------------------------------------------
+CPU time used                    :  00:01:24.03
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N =  1,  n = 5000,  r =  0,    s = 4,    L = 1000,    k = 1000
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    3
+Chi-square statistic                  :    1.28
+p-value of test                       :    0.73
+
+-----------------------------------------------
+CPU time used                    :  00:02:19.68
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N =  1,  n = 5000,  r = 26,    s = 4,    L = 1000,    k = 1000
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    3
+Chi-square statistic                  :    0.86
+p-value of test                       :    0.83
+
+-----------------------------------------------
+CPU time used                    :  00:02:14.93
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N =  1,  n = 80,  r = 15,    s = 15,    L = 5000,    k = 5000
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    2
+Chi-square statistic                  :    1.48
+p-value of test                       :    0.48
+
+-----------------------------------------------
+CPU time used                    :  00:01:31.90
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N =  1,  n = 80,  r =  0,    s = 30,    L = 5000,    k = 5000
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    2
+Chi-square statistic                  :    0.32
+p-value of test                       :    0.85
+
+-----------------------------------------------
+CPU time used                    :  00:01:17.80
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_Savir2 test:
+-----------------------------------------------
+   N = 10,  n = 10000000,  r = 10,    m = 1048576,    t = 30
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.36
+p-value of test                       :    0.06
+
+Kolmogorov-Smirnov- statistic = D-    :   0.097
+p-value of test                       :    0.78
+
+Anderson-Darling statistic = A2       :    2.38
+p-value of test                       :    0.06
+
+Test on the sum of all N observations
+Number of degrees of freedom          :  130
+Chi-square statistic                  :  114.27
+p-value of test                       :    0.84
+
+-----------------------------------------------
+CPU time used                    :  00:01:00.76
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_GCD test:
+-----------------------------------------------
+   N = 10,  n = 50000000,  r =  0,   s = 30
+
+
+-----------------------------------------------
+Test results for GCD values:
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.070
+p-value of test                       :    0.87
+
+Kolmogorov-Smirnov- statistic = D-    :    0.24
+p-value of test                       :    0.28
+
+Anderson-Darling statistic = A2       :    0.74
+p-value of test                       :    0.53
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 17430
+Chi-square statistic                  :17567.36
+p-value of test                       :    0.23
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:52.02
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r =  0,   s = 5,   L0 =   50,   L1 =   50
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :   36
+ChiSquare statistic                   :   37.11
+p-value of test                       :    0.42
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :   35
+ChiSquare statistic                   :   22.66
+p-value of test                       :    0.95
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          :   25
+ChiSquare statistic                   :   18.11
+p-value of test                       :    0.84
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :   24
+ChiSquare statistic                   :   15.81
+p-value of test                       :    0.89
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :   17
+ChiSquare statistic                   :   14.70
+p-value of test                       :    0.62
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:48.39
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r = 25,   s = 5,   L0 =   50,   L1 =   50
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :   36
+ChiSquare statistic                   :   35.40
+p-value of test                       :    0.50
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :   35
+ChiSquare statistic                   :   33.85
+p-value of test                       :    0.52
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          :   25
+ChiSquare statistic                   :   22.34
+p-value of test                       :    0.62
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :   24
+ChiSquare statistic                   :   25.93
+p-value of test                       :    0.36
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :   17
+ChiSquare statistic                   :   18.27
+p-value of test                       :    0.37
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:50.95
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 10000000,  r =  0,   s = 10,   L0 = 1000,   L1 = 1000
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :  146
+ChiSquare statistic                   :  146.31
+p-value of test                       :    0.48
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :  146
+ChiSquare statistic                   :  184.08
+p-value of test                       :    0.02
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          :  500
+ChiSquare statistic                   :  528.82
+p-value of test                       :    0.18
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :  136
+ChiSquare statistic                   :  145.17
+p-value of test                       :    0.28
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :   74
+ChiSquare statistic                   :   60.10
+p-value of test                       :    0.88
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:56.57
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 10000000,  r = 20,   s = 10,   L0 = 1000,   L1 = 1000
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :  146
+ChiSquare statistic                   :  176.10
+p-value of test                       :    0.05
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :  146
+ChiSquare statistic                   :  157.33
+p-value of test                       :    0.25
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          :  500
+ChiSquare statistic                   :  514.13
+p-value of test                       :    0.32
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :  136
+ChiSquare statistic                   :  127.05
+p-value of test                       :    0.70
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :   74
+ChiSquare statistic                   :   59.13
+p-value of test                       :    0.90
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:06.29
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 1000000,  r =  0,   s = 15,   L0 = 10000,   L1 = 10000
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :  384
+ChiSquare statistic                   :  411.70
+p-value of test                       :    0.16
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :  384
+ChiSquare statistic                   :  407.33
+p-value of test                       :    0.20
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          : 5000
+ChiSquare statistic                   : 5104.32
+p-value of test                       :    0.15
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :  378
+ChiSquare statistic                   :  377.75
+p-value of test                       :    0.49
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :  200
+ChiSquare statistic                   :  196.48
+p-value of test                       :    0.56
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:53.54
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 1000000,  r = 15,   s = 15,   L0 = 10000,   L1 = 10000
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :  384
+ChiSquare statistic                   :  348.80
+p-value of test                       :    0.90
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :  384
+ChiSquare statistic                   :  377.62
+p-value of test                       :    0.58
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          : 5000
+ChiSquare statistic                   : 4956.05
+p-value of test                       :    0.67
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :  378
+ChiSquare statistic                   :  445.79
+p-value of test                       :  9.2e-3
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :  200
+ChiSquare statistic                   :  191.26
+p-value of test                       :    0.66
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:53.84
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+scomp_LinearComp test:
+-----------------------------------------------
+   N =  1,  n = 400020,  r =  0,    s = 1
+
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   12
+Chi2 statistic for size of jumps      :   13.08
+p-value of test                       :    0.36
+
+
+-----------------------------------------------
+Normal statistic for number of jumps  : -402.60
+p-value of test                       : 1 - eps1    *****
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:07.81
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+scomp_LinearComp test:
+-----------------------------------------------
+   N =  1,  n = 400020,  r = 29,    s = 1
+
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   12
+Chi2 statistic for size of jumps      :    6.08
+p-value of test                       :    0.91
+
+
+-----------------------------------------------
+Normal statistic for number of jumps  : -402.61
+p-value of test                       : 1 - eps1    *****
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:07.95
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+scomp_LempelZiv test:
+-----------------------------------------------
+   N = 10,  n = 134217728,  r =  0,   s =   30,   k =   27
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.35
+p-value of test                       :    0.07
+
+Kolmogorov-Smirnov- statistic = D-    :   0.067
+p-value of test                       :    0.88
+
+Anderson-Darling statistic = A2       :    1.53
+p-value of test                       :    0.17
+
+Tests on the sum of all N observations
+Standardized normal statistic         :   -1.45
+p-value of test                       :    0.93
+
+Sample variance                       :    0.63
+p-value of test                       :    0.77
+
+-----------------------------------------------
+CPU time used                    :  00:01:11.18
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+scomp_LempelZiv test:
+-----------------------------------------------
+   N = 10,  n = 134217728,  r = 15,   s =   15,   k =   27
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.090
+p-value of test                       :    0.80
+
+Kolmogorov-Smirnov- statistic = D-    :    0.23
+p-value of test                       :    0.31
+
+Anderson-Darling statistic = A2       :    0.46
+p-value of test                       :    0.79
+
+Tests on the sum of all N observations
+Standardized normal statistic         :    0.59
+p-value of test                       :    0.28
+
+Sample variance                       :    0.61
+p-value of test                       :    0.79
+
+-----------------------------------------------
+CPU time used                    :  00:01:06.37
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sspectral_Fourier3 test:
+-----------------------------------------------
+   N = 100000,  n = 16384,  r =  0,   s =    3,   k =   14
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    : 3.06e-3
+p-value of test                       :    0.92
+
+Kolmogorov-Smirnov- statistic = D-    :   0.013
+p-value of test                       :    0.24
+
+Anderson-Darling statistic = A2       :    0.68
+p-value of test                       :    0.58
+
+-----------------------------------------------
+CPU time used                    :  00:00:47.30
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sspectral_Fourier3 test:
+-----------------------------------------------
+   N = 100000,  n = 16384,  r = 27,   s =    3,   k =   14
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.017
+p-value of test                       :    0.09
+
+Kolmogorov-Smirnov- statistic = D-    : 5.67e-3
+p-value of test                       :    0.77
+
+Anderson-Darling statistic = A2       :    1.25
+p-value of test                       :    0.25
+
+-----------------------------------------------
+CPU time used                    :  00:00:46.72
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_LongestHeadRun test:
+-----------------------------------------------
+   N =  1,  n = 1000,  r =  0,   s = 3,   L = 10000020
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    8
+Chi-square statistic                  :    9.36
+p-value of test                       :    0.31
+
+-----------------------------------------------
+Global longest run of 1               :   34.00
+p-value of test                       :    0.25
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:45.77
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_LongestHeadRun test:
+-----------------------------------------------
+   N =  1,  n = 1000,  r = 27,   s = 3,   L = 10000020
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    8
+Chi-square statistic                  :    9.93
+p-value of test                       :    0.27
+
+-----------------------------------------------
+Global longest run of 1               :   34.00
+p-value of test                       :    0.25
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:50.12
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_PeriodsInStrings test:
+-----------------------------------------------
+   N = 10,  n = 500000000,  r =  0,   s =   10
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.14
+p-value of test                       :    0.63
+
+Kolmogorov-Smirnov- statistic = D-    :    0.28
+p-value of test                       :    0.18
+
+Anderson-Darling statistic = A2       :    0.59
+p-value of test                       :    0.66
+
+Test on the sum of all N observations
+Number of degrees of freedom          :  200
+Chi-square statistic                  :  208.50
+p-value of test                       :    0.33
+
+-----------------------------------------------
+CPU time used                    :  00:02:53.77
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_PeriodsInStrings test:
+-----------------------------------------------
+   N = 10,  n = 500000000,  r = 20,   s =   10
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.070
+p-value of test                       :    0.87
+
+Kolmogorov-Smirnov- statistic = D-    :    0.29
+p-value of test                       :    0.15
+
+Anderson-Darling statistic = A2       :    0.69
+p-value of test                       :    0.57
+
+Test on the sum of all N observations
+Number of degrees of freedom          :  200
+Chi-square statistic                  :  212.91
+p-value of test                       :    0.25
+
+-----------------------------------------------
+CPU time used                    :  00:02:57.12
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingWeight2 test:
+-----------------------------------------------
+   N = 10,  n = 1000000000,  r =  0,   s = 3,   L = 1000000
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.059
+p-value of test                       :    0.90
+
+Kolmogorov-Smirnov- statistic = D-    :    0.23
+p-value of test                       :    0.31
+
+Anderson-Darling statistic = A2       :    0.59
+p-value of test                       :    0.65
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 10000
+Chi-square statistic                  :10120.05
+p-value of test                       :    0.20
+
+-----------------------------------------------
+CPU time used                    :  00:01:11.12
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingWeight2 test:
+-----------------------------------------------
+   N = 10,  n = 1000000000,  r = 27,   s = 3,   L = 1000000
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.26
+p-value of test                       :    0.21
+
+Kolmogorov-Smirnov- statistic = D-    :   0.053
+p-value of test                       :    0.91
+
+Anderson-Darling statistic = A2       :    1.12
+p-value of test                       :    0.30
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 10000
+Chi-square statistic                  : 9810.19
+p-value of test                       :    0.91
+
+-----------------------------------------------
+CPU time used                    :  00:01:13.86
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingCorr test:
+-----------------------------------------------
+   N =  1,  n = 1000000000,  r = 10,   s = 10,   L = 30
+
+
+
+-----------------------------------------------
+Normal statistic                      :    2.13
+p-value of test                       :    0.02
+
+-----------------------------------------------
+CPU time used                    :  00:01:23.78
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingCorr test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r = 10,   s = 10,   L = 300
+
+
+
+-----------------------------------------------
+Normal statistic                      :   -0.56
+p-value of test                       :    0.71
+
+-----------------------------------------------
+CPU time used                    :  00:01:20.48
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingCorr test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r = 10,   s = 10,   L = 1200
+
+
+
+-----------------------------------------------
+Normal statistic                      :   -0.57
+p-value of test                       :    0.71
+
+-----------------------------------------------
+CPU time used                    :  00:05:20.31
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N = 10,  n = 30000000,  r =  0,   s = 3,   L = 30,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.021
+p-value of test                       :    0.98
+
+Kolmogorov-Smirnov- statistic = D-    :    0.31
+p-value of test                       :    0.12
+
+Anderson-Darling statistic = A2       :    1.18
+p-value of test                       :    0.28
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 4890
+Chi-square statistic                  : 5027.29
+p-value of test                       :    0.08
+
+-----------------------------------------------
+CPU time used                    :  00:02:14.60
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N = 10,  n = 30000000,  r = 27,   s = 3,   L = 30,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.10
+p-value of test                       :    0.76
+
+Kolmogorov-Smirnov- statistic = D-    :    0.13
+p-value of test                       :    0.65
+
+Anderson-Darling statistic = A2       :    0.21
+p-value of test                       :    0.99
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 4890
+Chi-square statistic                  : 4889.41
+p-value of test                       :    0.50
+
+-----------------------------------------------
+CPU time used                    :  00:02:16.51
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N =  1,  n = 30000000,  r =  0,   s = 4,   L = 300,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+Number of degrees of freedom          : 4117
+Chi-square statistic                  : 4135.26
+p-value of test                       :    0.42
+
+-----------------------------------------------
+CPU time used                    :  00:01:39.98
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N =  1,  n = 30000000,  r = 26,   s = 4,   L = 300,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+Number of degrees of freedom          : 4117
+Chi-square statistic                  : 4151.88
+p-value of test                       :    0.35
+
+-----------------------------------------------
+CPU time used                    :  00:01:40.01
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N =  1,  n = 10000000,  r =  0,   s = 5,   L = 1200,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+Number of degrees of freedom          : 11825
+Chi-square statistic                  :11710.85
+p-value of test                       :    0.77
+
+-----------------------------------------------
+CPU time used                    :  00:01:46.18
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N =  1,  n = 10000000,  r = 25,   s = 5,   L = 1200,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+Number of degrees of freedom          : 11825
+Chi-square statistic                  :11926.45
+p-value of test                       :    0.25
+
+-----------------------------------------------
+CPU time used                    :  00:01:52.79
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_Run test:
+-----------------------------------------------
+   N =  1,  n = 2000000000,  r =  0,   s =    3
+
+
+-----------------------------------------------
+Total number of 1 runs:  2000000000
+
+Number of degrees of freedom          :   54
+Chi2 statistic for number of runs     :   53.98
+p-value of test                       :    0.47
+
+
+-----------------------------------------------
+Total number of bits:  7999969503
+
+Normal statistic for number of bits   :   -0.24
+p-value of test                       :    0.60
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:25.18
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_Run test:
+-----------------------------------------------
+   N =  1,  n = 2000000000,  r = 27,   s =    3
+
+
+-----------------------------------------------
+Total number of 1 runs:  2000000000
+
+Number of degrees of freedom          :   54
+Chi2 statistic for number of runs     :   55.07
+p-value of test                       :    0.43
+
+
+-----------------------------------------------
+Total number of bits:  8000023413
+
+Normal statistic for number of bits   :    0.19
+p-value of test                       :    0.43
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:28.48
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_AutoCor test:
+-----------------------------------------------
+   N = 10,  n = 1000000030,  r =  0,   s = 3,   d = 1
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.27
+p-value of test                       :    0.19
+
+Kolmogorov-Smirnov- statistic = D-    :    0.10
+p-value of test                       :    0.76
+
+Anderson-Darling statistic = A2       :    0.62
+p-value of test                       :    0.63
+
+Tests on the sum of all N observations
+Standardized normal statistic         :   -0.67
+p-value of test                       :    0.75
+
+Sample variance                       :    0.62
+p-value of test                       :    0.78
+
+-----------------------------------------------
+CPU time used                    :  00:02:54.37
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_AutoCor test:
+-----------------------------------------------
+   N = 10,  n = 1000000029,  r =  0,   s = 3,   d = 3
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.38
+p-value of test                       :    0.04
+
+Kolmogorov-Smirnov- statistic = D-    :   0.084
+p-value of test                       :    0.83
+
+Anderson-Darling statistic = A2       :    2.70
+p-value of test                       :    0.04
+
+Tests on the sum of all N observations
+Standardized normal statistic         :   -1.87
+p-value of test                       :    0.97
+
+Sample variance                       :    0.32
+p-value of test                       :    0.97
+
+-----------------------------------------------
+CPU time used                    :  00:02:34.68
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_AutoCor test:
+-----------------------------------------------
+   N = 10,  n = 1000000030,  r = 27,   s = 3,   d = 1
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.35
+p-value of test                       :    0.07
+
+Kolmogorov-Smirnov- statistic = D-    :   0.096
+p-value of test                       :    0.78
+
+Anderson-Darling statistic = A2       :    1.09
+p-value of test                       :    0.31
+
+Tests on the sum of all N observations
+Standardized normal statistic         :   -1.19
+p-value of test                       :    0.88
+
+Sample variance                       :    1.01
+p-value of test                       :    0.43
+
+-----------------------------------------------
+CPU time used                    :  00:03:01.54
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_AutoCor test:
+-----------------------------------------------
+   N = 10,  n = 1000000029,  r = 27,   s = 3,   d = 3
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.25
+p-value of test                       :    0.26
+
+Kolmogorov-Smirnov- statistic = D-    :   0.082
+p-value of test                       :    0.83
+
+Anderson-Darling statistic = A2       :    0.47
+p-value of test                       :    0.78
+
+Tests on the sum of all N observations
+Standardized normal statistic         :   -0.61
+p-value of test                       :    0.73
+
+Sample variance                       :    0.80
+p-value of test                       :    0.62
+
+-----------------------------------------------
+CPU time used                    :  00:02:43.51
+
+Generator state:
+N/A
+
+
+
+
+========= Summary results of BigCrush =========
+
+ Version:          TestU01 1.2.3
+ Generator:        stdin
+ Number of statistics:  160
+ Total CPU time:   04:19:28.47
+ The following tests gave p-values outside [0.001, 0.9990]:
+ (eps  means a value < 1.0e-300):
+ (eps1 means a value < 1.0e-15):
+
+       Test                          p-value
+ ----------------------------------------------
+ 80  LinearComp, r = 0              1 - eps1
+ 81  LinearComp, r = 29             1 - eps1
+ ----------------------------------------------
+ All other tests were passed
+
+
+
+# 
+# Test duration: 1337.0305257154666 minutes
+# 
diff --git a/src/site/resources/txt/userguide/rng/stress/tu/run_1/tu_3 b/src/site/resources/txt/userguide/rng/stress/tu/run_1/tu_3
new file mode 100644
index 000000000..16fc7ab06
--- /dev/null
+++ b/src/site/resources/txt/userguide/rng/stress/tu/run_1/tu_3
@@ -0,0 +1,3807 @@
+# 
+# RNG: org.apache.commons.math4.rng.internal.source32.Well512a
+# 
+# Java: 1.8.0_66
+# Runtime: 1.8.0_66-b17
+# JVM: Java HotSpot(TM) 64-Bit Server VM 25.66-b17
+# OS: Linux 3.16.0-4-amd64 amd64
+# 
+# Analyzer: ./stdin2testu01 BigCrush 
+# 
+xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
+                 Starting BigCrush
+                 Version: TestU01 1.2.3
+xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
+
+
+***********************************************************
+Test smarsa_SerialOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N =  1,  n = 1000000000,  r =  0,   d =  256,   t =  3,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =           16777216
+       Expected number per cell =   59.604645
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =   0.0083558402,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          : 16711680
+Value of the statistic                : 1.67e+7
+p-value of test                       :    0.81
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:48.26
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_SerialOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N =  1,  n = 1000000000,  r = 22,   d =  256,   t =  3,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =           16777216
+       Expected number per cell =   59.604645
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =   0.0083558402,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          : 16711680
+Value of the statistic                : 1.67e+7
+p-value of test                       :    0.70
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:43.38
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  0,   d = 2097152,   t =  2,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1359
+p-value of test                       :    0.55
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334479
+  j =  1                              :        599997282
+  j =  2                              :             1359
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:04:15.12
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  9,   d = 2097152,   t =  2,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1318
+p-value of test                       :    0.89
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334438
+  j =  1                              :        599997364
+  j =  2                              :             1318
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:04:28.58
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  0,   d = 16384,   t =  3,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1379
+p-value of test                       :    0.35
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334499
+  j =  1                              :        599997242
+  j =  2                              :             1379
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:05:32.16
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r = 16,   d = 16384,   t =  3,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1360
+p-value of test                       :    0.54
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334480
+  j =  1                              :        599997280
+  j =  2                              :             1360
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:05:30.92
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  0,   d =   64,   t =  7,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1305
+p-value of test                       :    0.94
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334425
+  j =  1                              :        599997390
+  j =  2                              :             1305
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:05:31.25
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r = 24,   d =   64,   t =  7,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1319
+p-value of test                       :    0.89
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334439
+  j =  1                              :        599997362
+  j =  2                              :             1319
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:05:31.73
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  0,   d =    8,   t = 14,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1315
+p-value of test                       :    0.91
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334435
+  j =  1                              :        599997370
+  j =  2                              :             1315
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:05:40.09
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r = 27,   d =    8,   t = 14,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1353
+p-value of test                       :    0.61
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334473
+  j =  1                              :        599997294
+  j =  2                              :             1353
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:05:55.73
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  0,   d =    4,   t = 21,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1412
+p-value of test                       :    0.10
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334532
+  j =  1                              :        599997176
+  j =  2                              :             1412
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:05:28.40
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r = 28,   d =    4,   t = 21,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1349
+p-value of test                       :    0.65
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334469
+  j =  1                              :        599997302
+  j =  2                              :             1349
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:06:26.78
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 100,  n = 10000000,  r =  0,    d = 2147483648,    t = 2,    p = 1
+
+
+      Number of cells = d^t = 4611686018427387904
+      Lambda = Poisson mean =      54.2101
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    5421.01
+Total observed number                 :    5491
+p-value of test                       :    0.17
+
+
+-----------------------------------------------
+CPU time used                    :  00:04:26.40
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 20000000,  r =  0,    d = 2097152,    t = 3,    p = 1
+
+
+      Number of cells = d^t = 9223372036854775808
+      Lambda = Poisson mean =     216.8404
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    4336.81
+Total observed number                 :    4331
+p-value of test                       :    0.53
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:54.59
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 30000000,  r = 14,    d = 65536,    t = 4,    p = 1
+
+
+      Number of cells = d^t = 18446744073709551616
+      Lambda = Poisson mean =     365.9182
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    7318.36
+Total observed number                 :    7321
+p-value of test                       :    0.49
+
+
+-----------------------------------------------
+CPU time used                    :  00:03:11.28
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 20000000,  r =  0,    d = 512,    t = 7,    p = 1
+
+
+      Number of cells = d^t = 9223372036854775808
+      Lambda = Poisson mean =     216.8404
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    4336.81
+Total observed number                 :    4169
+p-value of test                       :    0.9947
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:23.76
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 20000000,  r =  7,    d = 512,    t = 7,    p = 1
+
+
+      Number of cells = d^t = 9223372036854775808
+      Lambda = Poisson mean =     216.8404
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    4336.81
+Total observed number                 :    4303
+p-value of test                       :    0.69
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:29.18
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 30000000,  r = 14,    d = 256,    t = 8,    p = 1
+
+
+      Number of cells = d^t = 18446744073709551616
+      Lambda = Poisson mean =     365.9182
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    7318.36
+Total observed number                 :    7273
+p-value of test                       :    0.70
+
+
+-----------------------------------------------
+CPU time used                    :  00:04:00.14
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 30000000,  r = 22,    d = 256,    t = 8,    p = 1
+
+
+      Number of cells = d^t = 18446744073709551616
+      Lambda = Poisson mean =     365.9182
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    7318.36
+Total observed number                 :    7272
+p-value of test                       :    0.70
+
+
+-----------------------------------------------
+CPU time used                    :  00:04:05.31
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 30000000,  r =  0,    d = 16,    t = 16,    p = 1
+
+
+      Number of cells = d^t = 18446744073709551616
+      Lambda = Poisson mean =     365.9182
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    7318.36
+Total observed number                 :    7282
+p-value of test                       :    0.66
+
+
+-----------------------------------------------
+CPU time used                    :  00:05:11.22
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 30000000,  r = 26,    d = 16,    t = 16,    p = 1
+
+
+      Number of cells = d^t = 18446744073709551616
+      Lambda = Poisson mean =     365.9182
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    7318.36
+Total observed number                 :    7341
+p-value of test                       :    0.40
+
+
+-----------------------------------------------
+CPU time used                    :  00:05:42.10
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+snpair_ClosePairs test:
+-----------------------------------------------
+   N = 30,  n = 6000000,  r =  0,  t = 3,  p = 0,  m = 30,  Torus =  TRUE
+
+
+---------------------------------------
+Test based on the 2 nearest points (NP):
+
+Stat. AD on the N values (NP)         :    0.92
+p-value of test                       :    0.40
+
+
+A2 test based on the spacings between the
+   successive jump times of process Y_n(t):
+
+A2 test on the values of A2 (m-NP)    :    1.40
+p-value of test                       :    0.20
+
+Test on the Nm values of W_{n,i}(mNP1):    0.54
+p-value of test                       :    0.70
+
+Test on the jump times of Y
+   (superposition of Yn):
+
+Expected number of jumps of Y = mN    :     900
+Number of jumps of Y                  :     931
+p-value of test                       :    0.15
+
+Stat. AD (mNP2)                       :    1.13
+p-value of test                       :    0.29
+
+Stat. AD after spacings (mNP2-S)      :    1.58
+p-value of test                       :    0.16
+
+-----------------------------------------------
+CPU time used                    :  00:03:23.28
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+snpair_ClosePairs test:
+-----------------------------------------------
+   N = 20,  n = 4000000,  r =  0,  t = 5,  p = 0,  m = 30,  Torus =  TRUE
+
+
+---------------------------------------
+Test based on the 2 nearest points (NP):
+
+Stat. AD on the N values (NP)         :    0.51
+p-value of test                       :    0.73
+
+
+A2 test based on the spacings between the
+   successive jump times of process Y_n(t):
+
+A2 test on the values of A2 (m-NP)    :    0.68
+p-value of test                       :    0.57
+
+Test on the Nm values of W_{n,i}(mNP1):    1.74
+p-value of test                       :    0.13
+
+Test on the jump times of Y
+   (superposition of Yn):
+
+Expected number of jumps of Y = mN    :     600
+Number of jumps of Y                  :     573
+p-value of test                       :    0.86
+
+Stat. AD (mNP2)                       :    0.65
+p-value of test                       :    0.60
+
+Stat. AD after spacings (mNP2-S)      :    4.63
+p-value of test                       :  4.3e-3
+
+-----------------------------------------------
+CPU time used                    :  00:02:10.30
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+snpair_ClosePairs test:
+-----------------------------------------------
+   N = 10,  n = 3000000,  r =  0,  t = 9,  p = 0,  m = 30,  Torus =  TRUE
+
+
+---------------------------------------
+Test based on the 2 nearest points (NP):
+
+Stat. AD on the N values (NP)         :    0.82
+p-value of test                       :    0.46
+
+
+A2 test based on the spacings between the
+   successive jump times of process Y_n(t):
+
+A2 test on the values of A2 (m-NP)    :    1.26
+p-value of test                       :    0.24
+
+Test on the Nm values of W_{n,i}(mNP1):    0.96
+p-value of test                       :    0.38
+
+Test on the jump times of Y
+   (superposition of Yn):
+
+Expected number of jumps of Y = mN    :     300
+Number of jumps of Y                  :     321
+p-value of test                       :    0.12
+
+Stat. AD (mNP2)                       :    0.63
+p-value of test                       :    0.62
+
+Stat. AD after spacings (mNP2-S)      :    0.58
+p-value of test                       :    0.66
+
+-----------------------------------------------
+CPU time used                    :  00:03:07.57
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+snpair_ClosePairs test:
+-----------------------------------------------
+   N =  5,  n = 2000000,  r =  0,  t = 16,  p = 0,  m = 30,  Torus =  TRUE
+
+
+---------------------------------------
+Test based on the 2 nearest points (NP):
+
+Stat. AD on the N values (NP)         :    0.86
+p-value of test                       :    0.43
+
+
+A2 test based on the spacings between the
+   successive jump times of process Y_n(t):
+
+A2 test on the values of A2 (m-NP)    :    1.34
+p-value of test                       :    0.22
+
+Test on the Nm values of W_{n,i}(mNP1):    0.65
+p-value of test                       :    0.60
+
+Test on the jump times of Y
+   (superposition of Yn):
+
+Expected number of jumps of Y = mN    :     150
+Number of jumps of Y                  :     144
+p-value of test                       :    0.67
+
+Stat. AD (mNP2)                       :    1.31
+p-value of test                       :    0.23
+
+Stat. AD after spacings (mNP2-S)      :    0.79
+p-value of test                       :    0.49
+
+-----------------------------------------------
+CPU time used                    :  00:03:21.07
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_SimpPoker test:
+-----------------------------------------------
+   N =  1,  n = 400000000,  r =  0,   d =    8,   k =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    7
+Chi-square statistic                  :   12.74
+p-value of test                       :    0.08
+
+-----------------------------------------------
+CPU time used                    :  00:01:16.02
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_SimpPoker test:
+-----------------------------------------------
+   N =  1,  n = 400000000,  r = 27,   d =    8,   k =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    7
+Chi-square statistic                  :    6.38
+p-value of test                       :    0.50
+
+-----------------------------------------------
+CPU time used                    :  00:01:27.42
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_SimpPoker test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r =  0,   d =   32,   k =   32
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   18
+Chi-square statistic                  :   27.89
+p-value of test                       :    0.06
+
+-----------------------------------------------
+CPU time used                    :  00:01:19.26
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_SimpPoker test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r = 25,   d =   32,   k =   32
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   18
+Chi-square statistic                  :   21.01
+p-value of test                       :    0.28
+
+-----------------------------------------------
+CPU time used                    :  00:01:27.21
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_CouponCollector test:
+-----------------------------------------------
+   N =  1,  n = 200000000,  r =  0,   d =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   54
+Chi-square statistic                  :   51.66
+p-value of test                       :    0.56
+
+-----------------------------------------------
+CPU time used                    :  00:01:43.28
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_CouponCollector test:
+-----------------------------------------------
+   N =  1,  n = 200000000,  r = 10,   d =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   54
+Chi-square statistic                  :   62.96
+p-value of test                       :    0.19
+
+-----------------------------------------------
+CPU time used                    :  00:01:52.18
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_CouponCollector test:
+-----------------------------------------------
+   N =  1,  n = 200000000,  r = 20,   d =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   54
+Chi-square statistic                  :   59.41
+p-value of test                       :    0.29
+
+-----------------------------------------------
+CPU time used                    :  00:01:50.31
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_CouponCollector test:
+-----------------------------------------------
+   N =  1,  n = 200000000,  r = 27,   d =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   54
+Chi-square statistic                  :   64.98
+p-value of test                       :    0.15
+
+-----------------------------------------------
+CPU time used                    :  00:01:49.27
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Gap test:
+-----------------------------------------------
+   N =  1,  n = 500000000,  r =  0,   Alpha =        0,   Beta  =   0.0625
+
+
+-----------------------------------------------
+Number of degrees of freedom          :  232
+Chi-square statistic                  :  254.17
+p-value of test                       :    0.15
+
+-----------------------------------------------
+CPU time used                    :  00:02:13.22
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Gap test:
+-----------------------------------------------
+   N =  1,  n = 300000000,  r = 25,   Alpha =        0,   Beta  =  0.03125
+
+
+-----------------------------------------------
+Number of degrees of freedom          :  434
+Chi-square statistic                  :  468.03
+p-value of test                       :    0.13
+
+-----------------------------------------------
+CPU time used                    :  00:03:08.02
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Gap test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r =  0,   Alpha =        0,   Beta  = 0.0078125
+
+
+-----------------------------------------------
+Number of degrees of freedom          : 1437
+Chi-square statistic                  : 1438.79
+p-value of test                       :    0.48
+
+-----------------------------------------------
+CPU time used                    :  00:03:13.89
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Gap test:
+-----------------------------------------------
+   N =  1,  n = 10000000,  r = 20,   Alpha =        0,   Beta  = 0.000976562
+
+
+-----------------------------------------------
+Number of degrees of freedom          : 7046
+Chi-square statistic                  : 6973.51
+p-value of test                       :    0.73
+
+-----------------------------------------------
+CPU time used                    :  00:03:07.86
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Run test:
+-----------------------------------------------
+   N =  5,  n = 1000000000,  r =  0,   Up = FALSE
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.014
+p-value of test                       :    0.98
+
+Kolmogorov-Smirnov- statistic = D-    :    0.55
+p-value of test                       :    0.03
+
+Anderson-Darling statistic = A2       :    2.36
+p-value of test                       :    0.06
+
+Test on the sum of all N observations
+Number of degrees of freedom          :   30
+Chi-square statistic                  :   46.99
+p-value of test                       :    0.02
+
+-----------------------------------------------
+CPU time used                    :  00:01:43.44
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Run test:
+-----------------------------------------------
+   N = 10,  n = 1000000000,  r = 15,   Up =  TRUE
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.022
+p-value of test                       :    0.97
+
+Kolmogorov-Smirnov- statistic = D-    :    0.22
+p-value of test                       :    0.32
+
+Anderson-Darling statistic = A2       :    0.75
+p-value of test                       :    0.52
+
+Test on the sum of all N observations
+Number of degrees of freedom          :   60
+Chi-square statistic                  :   72.49
+p-value of test                       :    0.13
+
+-----------------------------------------------
+CPU time used                    :  00:04:15.93
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_Permutation calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N =  1,  n = 1000000000,  r =  5,   t =  3,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =                  6
+       Expected number per cell =  1.6666667e+08
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =  2.5000002e-09,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          :    5
+Value of the statistic                :    3.61
+p-value of test                       :    0.61
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:10.81
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_Permutation calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N =  1,  n = 1000000000,  r =  5,   t =  5,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =                120
+       Expected number per cell =   8333333.3
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =  5.9500005e-08,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          :  119
+Value of the statistic                :  132.61
+p-value of test                       :    0.19
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:56.52
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_Permutation calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N =  1,  n = 500000000,  r =  5,   t =  7,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =               5040
+       Expected number per cell =   99206.349
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =  5.0390004e-06,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          : 5039
+Value of the statistic                : 5145.71
+p-value of test                       :    0.14
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:26.55
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_Permutation calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N =  1,  n = 500000000,  r = 10,   t = 10,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =            3628800
+       Expected number per cell =    137.7866
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =   0.0036287993,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          : 3628799
+Value of the statistic                : 3.63e+6
+p-value of test                       :    0.59
+
+
+-----------------------------------------------
+CPU time used                    :  00:03:05.04
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_CollisionPermut calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N = 20,  n = 20000000,  r =  0,   t = 14,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =        87178291200
+       Expected number per cell =  1 /  4358.9146
+       EColl = n^2 / (2k) =   2294.14912
+       Hashing =   TRUE
+
+       Collision test,    Mu =      2293.9736,    Sigma =    47.8841
+
+-----------------------------------------------
+Test Results for Collisions
+
+For the total number of collisions, we use
+      the Poisson approximation:
+Expected number of collisions = N*Mu  :    45879.47
+Observed number of collisions         :    45840
+p-value of test                       :    0.57
+
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :    1743165869840
+  j =  1                              :        399908323
+  j =  2                              :            45834
+  j =  3                              :                3
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:04:24.40
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_CollisionPermut calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N = 20,  n = 20000000,  r = 10,   t = 14,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =        87178291200
+       Expected number per cell =  1 /  4358.9146
+       EColl = n^2 / (2k) =   2294.14912
+       Hashing =   TRUE
+
+       Collision test,    Mu =      2293.9736,    Sigma =    47.8841
+
+-----------------------------------------------
+Test Results for Collisions
+
+For the total number of collisions, we use
+      the Poisson approximation:
+Expected number of collisions = N*Mu  :    45879.47
+Observed number of collisions         :    45833
+p-value of test                       :    0.58
+
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :    1743165869833
+  j =  1                              :        399908341
+  j =  2                              :            45819
+  j =  3                              :                7
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:04:45.55
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_MaxOft test:
+-----------------------------------------------
+   N = 40,  n = 10000000,  r =  0,   d = 100000,   t =  8
+
+      Number of categories = 100000
+      Expected number per category  = 100.00
+
+
+-----------------------------------------------
+Test results for chi2 with 99999 degrees of freedom:
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.093
+p-value of test                       :    0.47
+
+Kolmogorov-Smirnov- statistic = D-    :   0.098
+p-value of test                       :    0.44
+
+Anderson-Darling statistic = A2       :    0.53
+p-value of test                       :    0.71
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 3999960
+Chi-square statistic                  : 4.00e+6
+p-value of test                       :    0.63
+
+
+-----------------------------------------------
+Test results for Anderson-Darling:
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.013
+p-value of test                       :    0.98
+
+Kolmogorov-Smirnov- statistic = D-    :    0.12
+p-value of test                       :    0.27
+
+Anderson-Darling statistic = A2       :    0.80
+p-value of test                       :    0.48
+
+
+-----------------------------------------------
+CPU time used                    :  00:03:27.03
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_MaxOft test:
+-----------------------------------------------
+   N = 30,  n = 10000000,  r =  0,   d = 100000,   t = 16
+
+      Number of categories = 100000
+      Expected number per category  = 100.00
+
+
+-----------------------------------------------
+Test results for chi2 with 99999 degrees of freedom:
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.13
+p-value of test                       :    0.33
+
+Kolmogorov-Smirnov- statistic = D-    :   0.074
+p-value of test                       :    0.69
+
+Anderson-Darling statistic = A2       :    0.38
+p-value of test                       :    0.87
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 2999970
+Chi-square statistic                  : 3.00e+6
+p-value of test                       :    0.62
+
+
+-----------------------------------------------
+Test results for Anderson-Darling:
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.20
+p-value of test                       :    0.07
+
+Kolmogorov-Smirnov- statistic = D-    :   0.054
+p-value of test                       :    0.81
+
+Anderson-Darling statistic = A2       :    1.54
+p-value of test                       :    0.17
+
+
+-----------------------------------------------
+CPU time used                    :  00:03:14.52
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_MaxOft test:
+-----------------------------------------------
+   N = 20,  n = 10000000,  r =  0,   d = 100000,   t = 24
+
+      Number of categories = 100000
+      Expected number per category  = 100.00
+
+
+-----------------------------------------------
+Test results for chi2 with 99999 degrees of freedom:
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.27
+p-value of test                       :    0.05
+
+Kolmogorov-Smirnov- statistic = D-    :   0.020
+p-value of test                       :    0.97
+
+Anderson-Darling statistic = A2       :    1.60
+p-value of test                       :    0.15
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 1999980
+Chi-square statistic                  : 2.00e+6
+p-value of test                       :    0.93
+
+
+-----------------------------------------------
+Test results for Anderson-Darling:
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.092
+p-value of test                       :    0.67
+
+Kolmogorov-Smirnov- statistic = D-    :    0.17
+p-value of test                       :    0.27
+
+Anderson-Darling statistic = A2       :    0.90
+p-value of test                       :    0.41
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:32.27
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_MaxOft test:
+-----------------------------------------------
+   N = 20,  n = 10000000,  r =  0,   d = 100000,   t = 32
+
+      Number of categories = 100000
+      Expected number per category  = 100.00
+
+
+-----------------------------------------------
+Test results for chi2 with 99999 degrees of freedom:
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.13
+p-value of test                       :    0.46
+
+Kolmogorov-Smirnov- statistic = D-    :    0.21
+p-value of test                       :    0.15
+
+Anderson-Darling statistic = A2       :    0.90
+p-value of test                       :    0.41
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 1999980
+Chi-square statistic                  : 2.00e+6
+p-value of test                       :    0.36
+
+
+-----------------------------------------------
+Test results for Anderson-Darling:
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.077
+p-value of test                       :    0.75
+
+Kolmogorov-Smirnov- statistic = D-    :   0.096
+p-value of test                       :    0.65
+
+Anderson-Darling statistic = A2       :    0.22
+p-value of test                       :    0.98
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:55.06
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleProd test:
+-----------------------------------------------
+   N = 40,  n = 10000000,  r =  0,   t = 8
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.042
+p-value of test                       :    0.84
+
+Kolmogorov-Smirnov- statistic = D-    :    0.15
+p-value of test                       :    0.16
+
+Anderson-Darling statistic = A2       :    0.86
+p-value of test                       :    0.44
+
+-----------------------------------------------
+CPU time used                    :  00:02:24.90
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleProd test:
+-----------------------------------------------
+   N = 20,  n = 10000000,  r =  0,   t = 16
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.085
+p-value of test                       :    0.71
+
+Kolmogorov-Smirnov- statistic = D-    :    0.12
+p-value of test                       :    0.52
+
+Anderson-Darling statistic = A2       :    0.33
+p-value of test                       :    0.91
+
+-----------------------------------------------
+CPU time used                    :  00:01:41.93
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleProd test:
+-----------------------------------------------
+   N = 20,  n = 10000000,  r =  0,   t = 24
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.29
+p-value of test                       :    0.03
+
+Kolmogorov-Smirnov- statistic = D-    :   0.066
+p-value of test                       :    0.80
+
+Anderson-Darling statistic = A2       :    1.89
+p-value of test                       :    0.11
+
+-----------------------------------------------
+CPU time used                    :  00:02:12.77
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleMean test:
+-----------------------------------------------
+   N = 20000000,  n = 30,  r =  0
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    : 2.24e-4
+p-value of test                       :    0.13
+
+Kolmogorov-Smirnov- statistic = D-    : 6.55e-5
+p-value of test                       :    0.84
+
+Anderson-Darling statistic = A2       :    1.11
+p-value of test                       :    0.31
+
+-----------------------------------------------
+CPU time used                    :  00:00:32.47
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleMean test:
+-----------------------------------------------
+   N = 20000000,  n = 30,  r = 10
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    : 1.26e-4
+p-value of test                       :    0.53
+
+Kolmogorov-Smirnov- statistic = D-    : 1.80e-4
+p-value of test                       :    0.27
+
+Anderson-Darling statistic = A2       :    0.52
+p-value of test                       :    0.73
+
+-----------------------------------------------
+CPU time used                    :  00:00:34.60
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleCorr test:
+-----------------------------------------------
+   N =  1,  n = 2000000000,  r =  0,   k = 1
+
+
+-----------------------------------------------
+Normal statistic                      :    2.00
+p-value of test                       :    0.02
+
+-----------------------------------------------
+CPU time used                    :  00:00:33.60
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleCorr test:
+-----------------------------------------------
+   N =  1,  n = 2000000000,  r =  0,   k = 2
+
+
+-----------------------------------------------
+Normal statistic                      :    1.15
+p-value of test                       :    0.12
+
+-----------------------------------------------
+CPU time used                    :  00:00:32.44
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_AppearanceSpacings test:
+-----------------------------------------------
+   N =  1,   Q = 10000000,   K = 1000000000,   r = 0,   s = 3,   L = 15
+
+   Sequences of n = (K + Q)L =  15150000000 bits
+   Q = 10000000 initialization blocks
+   K = 1000000000 blocks for the test
+   the blocks have L = 15 bits
+
+
+
+-----------------------------------------------
+Normal statistic                      :    1.65
+p-value of test                       :    0.05
+
+-----------------------------------------------
+CPU time used                    :  00:02:00.81
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_AppearanceSpacings test:
+-----------------------------------------------
+   N =  1,   Q = 10000000,   K = 1000000000,   r = 27,   s = 3,   L = 15
+
+   Sequences of n = (K + Q)L =  15150000000 bits
+   Q = 10000000 initialization blocks
+   K = 1000000000 blocks for the test
+   the blocks have L = 15 bits
+
+
+
+-----------------------------------------------
+Normal statistic                      : -8.00e-3
+p-value of test                       :    0.50
+
+-----------------------------------------------
+CPU time used                    :  00:02:03.27
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r =  0,  k = 256,  Alpha =      0,  Beta =   0.25
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   67
+Chi-square statistic                  :   66.61
+p-value of test                       :    0.49
+
+-----------------------------------------------
+CPU time used                    :  00:01:19.50
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r = 20,  k = 256,  Alpha =      0,  Beta =   0.25
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   67
+Chi-square statistic                  :   59.00
+p-value of test                       :    0.75
+
+-----------------------------------------------
+CPU time used                    :  00:01:40.26
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r = 28,  k = 256,  Alpha =      0,  Beta =   0.25
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   67
+Chi-square statistic                  :   64.91
+p-value of test                       :    0.55
+
+-----------------------------------------------
+CPU time used                    :  00:01:43.62
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r =  0,  k = 256,  Alpha =      0,  Beta = 0.0625
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   37
+Chi-square statistic                  :   26.91
+p-value of test                       :    0.89
+
+-----------------------------------------------
+CPU time used                    :  00:01:15.00
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r = 10,  k = 256,  Alpha =      0,  Beta = 0.0625
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   37
+Chi-square statistic                  :   30.06
+p-value of test                       :    0.78
+
+-----------------------------------------------
+CPU time used                    :  00:01:45.05
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r = 26,  k = 256,  Alpha =      0,  Beta = 0.0625
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   37
+Chi-square statistic                  :   33.23
+p-value of test                       :    0.65
+
+-----------------------------------------------
+CPU time used                    :  00:01:40.37
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SumCollector test:
+-----------------------------------------------
+   N =  1,  n = 500000000,  r =  0,   g = 10
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   29
+Chi-square statistic                  :   28.76
+p-value of test                       :    0.48
+
+-----------------------------------------------
+CPU time used                    :  00:02:34.61
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N = 10,  n = 1000000,  r =  0,    s = 5,    L = 30,    k = 30
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.20
+p-value of test                       :    0.39
+
+Kolmogorov-Smirnov- statistic = D-    :   0.099
+p-value of test                       :    0.77
+
+Anderson-Darling statistic = A2       :    0.55
+p-value of test                       :    0.69
+
+Test on the sum of all N observations
+Number of degrees of freedom          :   40
+Chi-square statistic                  :   42.36
+p-value of test                       :    0.37
+
+-----------------------------------------------
+CPU time used                    :  00:01:21.95
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N = 10,  n = 1000000,  r = 25,    s = 5,    L = 30,    k = 30
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.19
+p-value of test                       :    0.44
+
+Kolmogorov-Smirnov- statistic = D-    :   0.097
+p-value of test                       :    0.78
+
+Anderson-Darling statistic = A2       :    0.41
+p-value of test                       :    0.83
+
+Test on the sum of all N observations
+Number of degrees of freedom          :   40
+Chi-square statistic                  :   34.95
+p-value of test                       :    0.70
+
+-----------------------------------------------
+CPU time used                    :  00:01:23.92
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N =  1,  n = 5000,  r =  0,    s = 4,    L = 1000,    k = 1000
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    3
+Chi-square statistic                  : 9.41e+5
+p-value of test                       :   eps      *****
+
+-----------------------------------------------
+CPU time used                    :  00:02:01.29
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N =  1,  n = 5000,  r = 26,    s = 4,    L = 1000,    k = 1000
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    3
+Chi-square statistic                  : 9.41e+5
+p-value of test                       :   eps      *****
+
+-----------------------------------------------
+CPU time used                    :  00:01:59.38
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N =  1,  n = 80,  r = 15,    s = 15,    L = 5000,    k = 5000
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    2
+Chi-square statistic                  :  518.64
+p-value of test                       :   eps      *****
+
+-----------------------------------------------
+CPU time used                    :  00:00:48.12
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N =  1,  n = 80,  r =  0,    s = 30,    L = 5000,    k = 5000
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    2
+Chi-square statistic                  :  518.64
+p-value of test                       :   eps      *****
+
+-----------------------------------------------
+CPU time used                    :  00:00:32.96
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_Savir2 test:
+-----------------------------------------------
+   N = 10,  n = 10000000,  r = 10,    m = 1048576,    t = 30
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.073
+p-value of test                       :    0.86
+
+Kolmogorov-Smirnov- statistic = D-    :    0.26
+p-value of test                       :    0.23
+
+Anderson-Darling statistic = A2       :    1.01
+p-value of test                       :    0.35
+
+Test on the sum of all N observations
+Number of degrees of freedom          :  130
+Chi-square statistic                  :  146.99
+p-value of test                       :    0.15
+
+-----------------------------------------------
+CPU time used                    :  00:01:03.28
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_GCD test:
+-----------------------------------------------
+   N = 10,  n = 50000000,  r =  0,   s = 30
+
+
+-----------------------------------------------
+Test results for GCD values:
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.090
+p-value of test                       :    0.80
+
+Kolmogorov-Smirnov- statistic = D-    :    0.26
+p-value of test                       :    0.21
+
+Anderson-Darling statistic = A2       :    0.91
+p-value of test                       :    0.40
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 17430
+Chi-square statistic                  :17652.01
+p-value of test                       :    0.12
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:54.04
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r =  0,   s = 5,   L0 =   50,   L1 =   50
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :   36
+ChiSquare statistic                   :   31.66
+p-value of test                       :    0.68
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :   35
+ChiSquare statistic                   :   36.23
+p-value of test                       :    0.41
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          :   25
+ChiSquare statistic                   :   23.96
+p-value of test                       :    0.52
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :   24
+ChiSquare statistic                   :   22.44
+p-value of test                       :    0.55
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :   17
+ChiSquare statistic                   :   18.08
+p-value of test                       :    0.38
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:49.12
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r = 25,   s = 5,   L0 =   50,   L1 =   50
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :   36
+ChiSquare statistic                   :   28.88
+p-value of test                       :    0.79
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :   35
+ChiSquare statistic                   :   31.12
+p-value of test                       :    0.66
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          :   25
+ChiSquare statistic                   :   34.25
+p-value of test                       :    0.10
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :   24
+ChiSquare statistic                   :   20.52
+p-value of test                       :    0.67
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :   17
+ChiSquare statistic                   :    5.60
+p-value of test                       :    0.9955
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:52.06
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 10000000,  r =  0,   s = 10,   L0 = 1000,   L1 = 1000
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :  146
+ChiSquare statistic                   :  150.32
+p-value of test                       :    0.39
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :  146
+ChiSquare statistic                   :  140.95
+p-value of test                       :    0.60
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          :  500
+ChiSquare statistic                   :  470.27
+p-value of test                       :    0.83
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :  136
+ChiSquare statistic                   :  157.92
+p-value of test                       :    0.10
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :   74
+ChiSquare statistic                   :   95.47
+p-value of test                       :    0.05
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:00.45
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 10000000,  r = 20,   s = 10,   L0 = 1000,   L1 = 1000
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :  146
+ChiSquare statistic                   :  157.35
+p-value of test                       :    0.25
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :  146
+ChiSquare statistic                   :  133.54
+p-value of test                       :    0.76
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          :  500
+ChiSquare statistic                   :  467.42
+p-value of test                       :    0.85
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :  136
+ChiSquare statistic                   :  114.66
+p-value of test                       :    0.91
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :   74
+ChiSquare statistic                   :   80.65
+p-value of test                       :    0.28
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:02.37
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 1000000,  r =  0,   s = 15,   L0 = 10000,   L1 = 10000
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :  384
+ChiSquare statistic                   :  366.81
+p-value of test                       :    0.73
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :  384
+ChiSquare statistic                   :  374.43
+p-value of test                       :    0.63
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          : 5000
+ChiSquare statistic                   : 5040.16
+p-value of test                       :    0.34
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :  378
+ChiSquare statistic                   :  337.03
+p-value of test                       :    0.94
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :  200
+ChiSquare statistic                   :  147.16
+p-value of test                       :    0.9980
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:47.47
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 1000000,  r = 15,   s = 15,   L0 = 10000,   L1 = 10000
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :  384
+ChiSquare statistic                   :  376.66
+p-value of test                       :    0.60
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :  384
+ChiSquare statistic                   :  379.69
+p-value of test                       :    0.55
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          : 5000
+ChiSquare statistic                   : 4961.81
+p-value of test                       :    0.65
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :  378
+ChiSquare statistic                   :  314.00
+p-value of test                       :    0.9928
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :  200
+ChiSquare statistic                   :  167.63
+p-value of test                       :    0.95
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:48.04
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+scomp_LinearComp test:
+-----------------------------------------------
+   N =  1,  n = 400020,  r =  0,    s = 1
+
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   12
+Chi2 statistic for size of jumps      :    7.21
+p-value of test                       :    0.84
+
+
+-----------------------------------------------
+Normal statistic for number of jumps  : -446.00
+p-value of test                       : 1 - eps1    *****
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:00.21
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+scomp_LinearComp test:
+-----------------------------------------------
+   N =  1,  n = 400020,  r = 29,    s = 1
+
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   12
+Chi2 statistic for size of jumps      :    7.90
+p-value of test                       :    0.79
+
+
+-----------------------------------------------
+Normal statistic for number of jumps  : -446.10
+p-value of test                       : 1 - eps1    *****
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:00.19
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+scomp_LempelZiv test:
+-----------------------------------------------
+   N = 10,  n = 134217728,  r =  0,   s =   30,   k =   27
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.16
+p-value of test                       :    0.54
+
+Kolmogorov-Smirnov- statistic = D-    :   0.088
+p-value of test                       :    0.81
+
+Anderson-Darling statistic = A2       :    0.27
+p-value of test                       :    0.96
+
+Tests on the sum of all N observations
+Standardized normal statistic         :   -0.24
+p-value of test                       :    0.59
+
+Sample variance                       :    1.05
+p-value of test                       :    0.40
+
+-----------------------------------------------
+CPU time used                    :  00:00:59.51
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+scomp_LempelZiv test:
+-----------------------------------------------
+   N = 10,  n = 134217728,  r = 15,   s =   15,   k =   27
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.12
+p-value of test                       :    0.69
+
+Kolmogorov-Smirnov- statistic = D-    :    0.27
+p-value of test                       :    0.20
+
+Anderson-Darling statistic = A2       :    0.64
+p-value of test                       :    0.61
+
+Tests on the sum of all N observations
+Standardized normal statistic         :    0.60
+p-value of test                       :    0.27
+
+Sample variance                       :    0.62
+p-value of test                       :    0.78
+
+-----------------------------------------------
+CPU time used                    :  00:00:58.78
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sspectral_Fourier3 test:
+-----------------------------------------------
+   N = 100000,  n = 16384,  r =  0,   s =    3,   k =   14
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    : 6.97e-3
+p-value of test                       :    0.67
+
+Kolmogorov-Smirnov- statistic = D-    :   0.011
+p-value of test                       :    0.35
+
+Anderson-Darling statistic = A2       :    0.89
+p-value of test                       :    0.42
+
+-----------------------------------------------
+CPU time used                    :  00:00:47.23
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sspectral_Fourier3 test:
+-----------------------------------------------
+   N = 100000,  n = 16384,  r = 27,   s =    3,   k =   14
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    : 7.81e-3
+p-value of test                       :    0.60
+
+Kolmogorov-Smirnov- statistic = D-    : 9.67e-3
+p-value of test                       :    0.46
+
+Anderson-Darling statistic = A2       :    0.44
+p-value of test                       :    0.81
+
+-----------------------------------------------
+CPU time used                    :  00:00:46.71
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_LongestHeadRun test:
+-----------------------------------------------
+   N =  1,  n = 1000,  r =  0,   s = 3,   L = 10000020
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    8
+Chi-square statistic                  :   10.07
+p-value of test                       :    0.26
+
+-----------------------------------------------
+Global longest run of 1               :   30.00
+p-value of test                       :    0.90
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:40.05
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_LongestHeadRun test:
+-----------------------------------------------
+   N =  1,  n = 1000,  r = 27,   s = 3,   L = 10000020
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    8
+Chi-square statistic                  :   15.08
+p-value of test                       :    0.06
+
+-----------------------------------------------
+Global longest run of 1               :   32.00
+p-value of test                       :    0.50
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:42.57
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_PeriodsInStrings test:
+-----------------------------------------------
+   N = 10,  n = 500000000,  r =  0,   s =   10
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.14
+p-value of test                       :    0.62
+
+Kolmogorov-Smirnov- statistic = D-    :    0.21
+p-value of test                       :    0.38
+
+Anderson-Darling statistic = A2       :    0.47
+p-value of test                       :    0.78
+
+Test on the sum of all N observations
+Number of degrees of freedom          :  200
+Chi-square statistic                  :  201.30
+p-value of test                       :    0.46
+
+-----------------------------------------------
+CPU time used                    :  00:02:58.87
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_PeriodsInStrings test:
+-----------------------------------------------
+   N = 10,  n = 500000000,  r = 20,   s =   10
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.28
+p-value of test                       :    0.18
+
+Kolmogorov-Smirnov- statistic = D-    :    0.17
+p-value of test                       :    0.51
+
+Anderson-Darling statistic = A2       :    0.87
+p-value of test                       :    0.43
+
+Test on the sum of all N observations
+Number of degrees of freedom          :  200
+Chi-square statistic                  :  181.72
+p-value of test                       :    0.82
+
+-----------------------------------------------
+CPU time used                    :  00:02:58.89
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingWeight2 test:
+-----------------------------------------------
+   N = 10,  n = 1000000000,  r =  0,   s = 3,   L = 1000000
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.11
+p-value of test                       :    0.72
+
+Kolmogorov-Smirnov- statistic = D-    :    0.14
+p-value of test                       :    0.64
+
+Anderson-Darling statistic = A2       :    0.24
+p-value of test                       :    0.98
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 10000
+Chi-square statistic                  : 9999.96
+p-value of test                       :    0.50
+
+-----------------------------------------------
+CPU time used                    :  00:01:06.78
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingWeight2 test:
+-----------------------------------------------
+   N = 10,  n = 1000000000,  r = 27,   s = 3,   L = 1000000
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.25
+p-value of test                       :    0.24
+
+Kolmogorov-Smirnov- statistic = D-    :    0.26
+p-value of test                       :    0.23
+
+Anderson-Darling statistic = A2       :    2.74
+p-value of test                       :    0.04
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 10000
+Chi-square statistic                  :10035.57
+p-value of test                       :    0.40
+
+-----------------------------------------------
+CPU time used                    :  00:01:11.70
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingCorr test:
+-----------------------------------------------
+   N =  1,  n = 1000000000,  r = 10,   s = 10,   L = 30
+
+
+
+-----------------------------------------------
+Normal statistic                      :   -1.38
+p-value of test                       :    0.92
+
+-----------------------------------------------
+CPU time used                    :  00:01:21.48
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingCorr test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r = 10,   s = 10,   L = 300
+
+
+
+-----------------------------------------------
+Normal statistic                      :   -0.35
+p-value of test                       :    0.64
+
+-----------------------------------------------
+CPU time used                    :  00:01:19.53
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingCorr test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r = 10,   s = 10,   L = 1200
+
+
+
+-----------------------------------------------
+Normal statistic                      :    0.24
+p-value of test                       :    0.41
+
+-----------------------------------------------
+CPU time used                    :  00:05:11.12
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N = 10,  n = 30000000,  r =  0,   s = 3,   L = 30,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.012
+p-value of test                       :    0.99
+
+Kolmogorov-Smirnov- statistic = D-    :    0.25
+p-value of test                       :    0.25
+
+Anderson-Darling statistic = A2       :    1.77
+p-value of test                       :    0.13
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 4890
+Chi-square statistic                  : 5074.74
+p-value of test                       :    0.03
+
+-----------------------------------------------
+CPU time used                    :  00:02:12.04
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N = 10,  n = 30000000,  r = 27,   s = 3,   L = 30,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.42
+p-value of test                       :    0.02
+
+Kolmogorov-Smirnov- statistic = D-    :   0.019
+p-value of test                       :    0.98
+
+Anderson-Darling statistic = A2       :    2.82
+p-value of test                       :    0.03
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 4890
+Chi-square statistic                  : 4672.48
+p-value of test                       :    0.99
+
+-----------------------------------------------
+CPU time used                    :  00:02:18.67
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N =  1,  n = 30000000,  r =  0,   s = 4,   L = 300,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+Number of degrees of freedom          : 4117
+Chi-square statistic                  : 3991.98
+p-value of test                       :    0.92
+
+-----------------------------------------------
+CPU time used                    :  00:01:38.36
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N =  1,  n = 30000000,  r = 26,   s = 4,   L = 300,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+Number of degrees of freedom          : 4117
+Chi-square statistic                  : 4148.82
+p-value of test                       :    0.36
+
+-----------------------------------------------
+CPU time used                    :  00:01:42.39
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N =  1,  n = 10000000,  r =  0,   s = 5,   L = 1200,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+Number of degrees of freedom          : 11825
+Chi-square statistic                  :11855.60
+p-value of test                       :    0.42
+
+-----------------------------------------------
+CPU time used                    :  00:01:49.51
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N =  1,  n = 10000000,  r = 25,   s = 5,   L = 1200,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+Number of degrees of freedom          : 11825
+Chi-square statistic                  :11927.04
+p-value of test                       :    0.25
+
+-----------------------------------------------
+CPU time used                    :  00:01:51.62
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_Run test:
+-----------------------------------------------
+   N =  1,  n = 2000000000,  r =  0,   s =    3
+
+
+-----------------------------------------------
+Total number of 1 runs:  2000000000
+
+Number of degrees of freedom          :   54
+Chi2 statistic for number of runs     :   90.04
+p-value of test                       :  1.5e-3
+
+
+-----------------------------------------------
+Total number of bits:  8000044224
+
+Normal statistic for number of bits   :    0.35
+p-value of test                       :    0.36
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:19.55
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_Run test:
+-----------------------------------------------
+   N =  1,  n = 2000000000,  r = 27,   s =    3
+
+
+-----------------------------------------------
+Total number of 1 runs:  2000000000
+
+Number of degrees of freedom          :   54
+Chi2 statistic for number of runs     :   60.62
+p-value of test                       :    0.25
+
+
+-----------------------------------------------
+Total number of bits:  8000126325
+
+Normal statistic for number of bits   :    1.00
+p-value of test                       :    0.16
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:23.75
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_AutoCor test:
+-----------------------------------------------
+   N = 10,  n = 1000000030,  r =  0,   s = 3,   d = 1
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.15
+p-value of test                       :    0.57
+
+Kolmogorov-Smirnov- statistic = D-    :   0.065
+p-value of test                       :    0.89
+
+Anderson-Darling statistic = A2       :    0.29
+p-value of test                       :    0.94
+
+Tests on the sum of all N observations
+Standardized normal statistic         :   -0.45
+p-value of test                       :    0.67
+
+Sample variance                       :    0.78
+p-value of test                       :    0.64
+
+-----------------------------------------------
+CPU time used                    :  00:02:49.54
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_AutoCor test:
+-----------------------------------------------
+   N = 10,  n = 1000000029,  r =  0,   s = 3,   d = 3
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.093
+p-value of test                       :    0.79
+
+Kolmogorov-Smirnov- statistic = D-    :    0.14
+p-value of test                       :    0.63
+
+Anderson-Darling statistic = A2       :    0.26
+p-value of test                       :    0.96
+
+Tests on the sum of all N observations
+Standardized normal statistic         :    0.20
+p-value of test                       :    0.42
+
+Sample variance                       :    1.16
+p-value of test                       :    0.31
+
+-----------------------------------------------
+CPU time used                    :  00:02:36.67
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_AutoCor test:
+-----------------------------------------------
+   N = 10,  n = 1000000030,  r = 27,   s = 3,   d = 1
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.29
+p-value of test                       :    0.15
+
+Kolmogorov-Smirnov- statistic = D-    :    0.14
+p-value of test                       :    0.62
+
+Anderson-Darling statistic = A2       :    1.31
+p-value of test                       :    0.23
+
+Tests on the sum of all N observations
+Standardized normal statistic         :   -1.09
+p-value of test                       :    0.86
+
+Sample variance                       :    0.51
+p-value of test                       :    0.87
+
+-----------------------------------------------
+CPU time used                    :  00:02:50.92
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_AutoCor test:
+-----------------------------------------------
+   N = 10,  n = 1000000029,  r = 27,   s = 3,   d = 3
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.11
+p-value of test                       :    0.75
+
+Kolmogorov-Smirnov- statistic = D-    :    0.19
+p-value of test                       :    0.42
+
+Anderson-Darling statistic = A2       :    0.34
+p-value of test                       :    0.91
+
+Tests on the sum of all N observations
+Standardized normal statistic         :    0.28
+p-value of test                       :    0.39
+
+Sample variance                       :    0.84
+p-value of test                       :    0.57
+
+-----------------------------------------------
+CPU time used                    :  00:02:33.77
+
+Generator state:
+N/A
+
+
+
+
+========= Summary results of BigCrush =========
+
+ Version:          TestU01 1.2.3
+ Generator:        stdin
+ Number of statistics:  160
+ Total CPU time:   04:11:55.15
+ The following tests gave p-values outside [0.001, 0.9990]:
+ (eps  means a value < 1.0e-300):
+ (eps1 means a value < 1.0e-15):
+
+       Test                          p-value
+ ----------------------------------------------
+ 68  MatrixRank, L=1000, r=0          eps  
+ 69  MatrixRank, L=1000, r=26         eps  
+ 70  MatrixRank, L=5000               eps  
+ 71  MatrixRank, L=5000               eps  
+ 80  LinearComp, r = 0              1 - eps1
+ 81  LinearComp, r = 29             1 - eps1
+ ----------------------------------------------
+ All other tests were passed
+
+
+
+# 
+# Test duration: 1354.1771220999 minutes
+# 
diff --git a/src/site/resources/txt/userguide/rng/stress/tu/run_1/tu_4 b/src/site/resources/txt/userguide/rng/stress/tu/run_1/tu_4
new file mode 100644
index 000000000..5ac1aaea9
--- /dev/null
+++ b/src/site/resources/txt/userguide/rng/stress/tu/run_1/tu_4
@@ -0,0 +1,3806 @@
+# 
+# RNG: org.apache.commons.math4.rng.internal.source32.Well1024a
+# 
+# Java: 1.8.0_66
+# Runtime: 1.8.0_66-b17
+# JVM: Java HotSpot(TM) 64-Bit Server VM 25.66-b17
+# OS: Linux 3.16.0-4-amd64 amd64
+# 
+# Analyzer: ./stdin2testu01 BigCrush 
+# 
+xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
+                 Starting BigCrush
+                 Version: TestU01 1.2.3
+xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
+
+
+***********************************************************
+Test smarsa_SerialOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N =  1,  n = 1000000000,  r =  0,   d =  256,   t =  3,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =           16777216
+       Expected number per cell =   59.604645
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =   0.0083558402,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          : 16711680
+Value of the statistic                : 1.67e+7
+p-value of test                       :    0.14
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:15.65
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_SerialOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N =  1,  n = 1000000000,  r = 22,   d =  256,   t =  3,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =           16777216
+       Expected number per cell =   59.604645
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =   0.0083558402,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          : 16711680
+Value of the statistic                : 1.67e+7
+p-value of test                       :    0.43
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:39.24
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  0,   d = 2097152,   t =  2,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1420
+p-value of test                       :    0.07
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334540
+  j =  1                              :        599997160
+  j =  2                              :             1420
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:04:13.98
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  9,   d = 2097152,   t =  2,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1391
+p-value of test                       :    0.24
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334511
+  j =  1                              :        599997218
+  j =  2                              :             1391
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:04:08.72
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  0,   d = 16384,   t =  3,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1387
+p-value of test                       :    0.27
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334507
+  j =  1                              :        599997226
+  j =  2                              :             1387
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:05:22.35
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r = 16,   d = 16384,   t =  3,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1370
+p-value of test                       :    0.44
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334490
+  j =  1                              :        599997260
+  j =  2                              :             1370
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:05:25.23
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  0,   d =   64,   t =  7,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1436
+p-value of test                       :    0.03
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334556
+  j =  1                              :        599997128
+  j =  2                              :             1436
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:05:21.74
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r = 24,   d =   64,   t =  7,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1402
+p-value of test                       :    0.16
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334522
+  j =  1                              :        599997196
+  j =  2                              :             1402
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:05:20.68
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  0,   d =    8,   t = 14,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1462
+p-value of test                       :  4.6e-3
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334582
+  j =  1                              :        599997076
+  j =  2                              :             1462
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:05:26.98
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r = 27,   d =    8,   t = 14,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1324
+p-value of test                       :    0.86
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334444
+  j =  1                              :        599997352
+  j =  2                              :             1324
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:05:58.92
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  0,   d =    4,   t = 21,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1285
+p-value of test                       :    0.98
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334405
+  j =  1                              :        599997430
+  j =  2                              :             1285
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:05:20.73
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r = 28,   d =    4,   t = 21,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1465
+p-value of test                       :  3.6e-3
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334585
+  j =  1                              :        599997070
+  j =  2                              :             1465
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:05:36.19
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 100,  n = 10000000,  r =  0,    d = 2147483648,    t = 2,    p = 1
+
+
+      Number of cells = d^t = 4611686018427387904
+      Lambda = Poisson mean =      54.2101
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    5421.01
+Total observed number                 :    5534
+p-value of test                       :    0.06
+
+
+-----------------------------------------------
+CPU time used                    :  00:04:29.30
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 20000000,  r =  0,    d = 2097152,    t = 3,    p = 1
+
+
+      Number of cells = d^t = 9223372036854775808
+      Lambda = Poisson mean =     216.8404
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    4336.81
+Total observed number                 :    4344
+p-value of test                       :    0.46
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:53.80
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 30000000,  r = 14,    d = 65536,    t = 4,    p = 1
+
+
+      Number of cells = d^t = 18446744073709551616
+      Lambda = Poisson mean =     365.9182
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    7318.36
+Total observed number                 :    7285
+p-value of test                       :    0.65
+
+
+-----------------------------------------------
+CPU time used                    :  00:03:10.15
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 20000000,  r =  0,    d = 512,    t = 7,    p = 1
+
+
+      Number of cells = d^t = 9223372036854775808
+      Lambda = Poisson mean =     216.8404
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    4336.81
+Total observed number                 :    4301
+p-value of test                       :    0.70
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:23.09
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 20000000,  r =  7,    d = 512,    t = 7,    p = 1
+
+
+      Number of cells = d^t = 9223372036854775808
+      Lambda = Poisson mean =     216.8404
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    4336.81
+Total observed number                 :    4411
+p-value of test                       :    0.13
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:25.57
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 30000000,  r = 14,    d = 256,    t = 8,    p = 1
+
+
+      Number of cells = d^t = 18446744073709551616
+      Lambda = Poisson mean =     365.9182
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    7318.36
+Total observed number                 :    7405
+p-value of test                       :    0.16
+
+
+-----------------------------------------------
+CPU time used                    :  00:04:01.09
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 30000000,  r = 22,    d = 256,    t = 8,    p = 1
+
+
+      Number of cells = d^t = 18446744073709551616
+      Lambda = Poisson mean =     365.9182
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    7318.36
+Total observed number                 :    7463
+p-value of test                       :    0.05
+
+
+-----------------------------------------------
+CPU time used                    :  00:03:54.48
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 30000000,  r =  0,    d = 16,    t = 16,    p = 1
+
+
+      Number of cells = d^t = 18446744073709551616
+      Lambda = Poisson mean =     365.9182
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    7318.36
+Total observed number                 :    7190
+p-value of test                       :    0.93
+
+
+-----------------------------------------------
+CPU time used                    :  00:05:07.39
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 30000000,  r = 26,    d = 16,    t = 16,    p = 1
+
+
+      Number of cells = d^t = 18446744073709551616
+      Lambda = Poisson mean =     365.9182
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    7318.36
+Total observed number                 :    7395
+p-value of test                       :    0.19
+
+
+-----------------------------------------------
+CPU time used                    :  00:05:18.90
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+snpair_ClosePairs test:
+-----------------------------------------------
+   N = 30,  n = 6000000,  r =  0,  t = 3,  p = 0,  m = 30,  Torus =  TRUE
+
+
+---------------------------------------
+Test based on the 2 nearest points (NP):
+
+Stat. AD on the N values (NP)         :    1.67
+p-value of test                       :    0.14
+
+
+A2 test based on the spacings between the
+   successive jump times of process Y_n(t):
+
+A2 test on the values of A2 (m-NP)    :    0.92
+p-value of test                       :    0.40
+
+Test on the Nm values of W_{n,i}(mNP1):    0.52
+p-value of test                       :    0.73
+
+Test on the jump times of Y
+   (superposition of Yn):
+
+Expected number of jumps of Y = mN    :     900
+Number of jumps of Y                  :     904
+p-value of test                       :    0.45
+
+Stat. AD (mNP2)                       :    1.07
+p-value of test                       :    0.32
+
+Stat. AD after spacings (mNP2-S)      :    3.03
+p-value of test                       :    0.03
+
+-----------------------------------------------
+CPU time used                    :  00:03:20.89
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+snpair_ClosePairs test:
+-----------------------------------------------
+   N = 20,  n = 4000000,  r =  0,  t = 5,  p = 0,  m = 30,  Torus =  TRUE
+
+
+---------------------------------------
+Test based on the 2 nearest points (NP):
+
+Stat. AD on the N values (NP)         :    1.92
+p-value of test                       :    0.10
+
+
+A2 test based on the spacings between the
+   successive jump times of process Y_n(t):
+
+A2 test on the values of A2 (m-NP)    :    0.31
+p-value of test                       :    0.93
+
+Test on the Nm values of W_{n,i}(mNP1):    0.52
+p-value of test                       :    0.73
+
+Test on the jump times of Y
+   (superposition of Yn):
+
+Expected number of jumps of Y = mN    :     600
+Number of jumps of Y                  :     607
+p-value of test                       :    0.39
+
+Stat. AD (mNP2)                       :    0.50
+p-value of test                       :    0.74
+
+Stat. AD after spacings (mNP2-S)      :    2.06
+p-value of test                       :    0.09
+
+-----------------------------------------------
+CPU time used                    :  00:02:08.02
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+snpair_ClosePairs test:
+-----------------------------------------------
+   N = 10,  n = 3000000,  r =  0,  t = 9,  p = 0,  m = 30,  Torus =  TRUE
+
+
+---------------------------------------
+Test based on the 2 nearest points (NP):
+
+Stat. AD on the N values (NP)         :    0.68
+p-value of test                       :    0.57
+
+
+A2 test based on the spacings between the
+   successive jump times of process Y_n(t):
+
+A2 test on the values of A2 (m-NP)    :    1.26
+p-value of test                       :    0.25
+
+Test on the Nm values of W_{n,i}(mNP1):    0.48
+p-value of test                       :    0.76
+
+Test on the jump times of Y
+   (superposition of Yn):
+
+Expected number of jumps of Y = mN    :     300
+Number of jumps of Y                  :     311
+p-value of test                       :    0.27
+
+Stat. AD (mNP2)                       :    0.97
+p-value of test                       :    0.37
+
+Stat. AD after spacings (mNP2-S)      :    0.81
+p-value of test                       :    0.48
+
+-----------------------------------------------
+CPU time used                    :  00:03:10.81
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+snpair_ClosePairs test:
+-----------------------------------------------
+   N =  5,  n = 2000000,  r =  0,  t = 16,  p = 0,  m = 30,  Torus =  TRUE
+
+
+---------------------------------------
+Test based on the 2 nearest points (NP):
+
+Stat. AD on the N values (NP)         :    0.46
+p-value of test                       :    0.78
+
+
+A2 test based on the spacings between the
+   successive jump times of process Y_n(t):
+
+A2 test on the values of A2 (m-NP)    :    0.54
+p-value of test                       :    0.70
+
+Test on the Nm values of W_{n,i}(mNP1):    0.49
+p-value of test                       :    0.75
+
+Test on the jump times of Y
+   (superposition of Yn):
+
+Expected number of jumps of Y = mN    :     150
+Number of jumps of Y                  :     157
+p-value of test                       :    0.29
+
+Stat. AD (mNP2)                       :    1.05
+p-value of test                       :    0.33
+
+Stat. AD after spacings (mNP2-S)      :    0.98
+p-value of test                       :    0.37
+
+-----------------------------------------------
+CPU time used                    :  00:03:21.47
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_SimpPoker test:
+-----------------------------------------------
+   N =  1,  n = 400000000,  r =  0,   d =    8,   k =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    7
+Chi-square statistic                  :    7.85
+p-value of test                       :    0.35
+
+-----------------------------------------------
+CPU time used                    :  00:01:18.06
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_SimpPoker test:
+-----------------------------------------------
+   N =  1,  n = 400000000,  r = 27,   d =    8,   k =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    7
+Chi-square statistic                  :    3.60
+p-value of test                       :    0.82
+
+-----------------------------------------------
+CPU time used                    :  00:01:30.89
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_SimpPoker test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r =  0,   d =   32,   k =   32
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   18
+Chi-square statistic                  :   24.68
+p-value of test                       :    0.13
+
+-----------------------------------------------
+CPU time used                    :  00:01:19.76
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_SimpPoker test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r = 25,   d =   32,   k =   32
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   18
+Chi-square statistic                  :   16.12
+p-value of test                       :    0.58
+
+-----------------------------------------------
+CPU time used                    :  00:01:32.18
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_CouponCollector test:
+-----------------------------------------------
+   N =  1,  n = 200000000,  r =  0,   d =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   54
+Chi-square statistic                  :   55.34
+p-value of test                       :    0.42
+
+-----------------------------------------------
+CPU time used                    :  00:01:35.88
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_CouponCollector test:
+-----------------------------------------------
+   N =  1,  n = 200000000,  r = 10,   d =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   54
+Chi-square statistic                  :   44.36
+p-value of test                       :    0.82
+
+-----------------------------------------------
+CPU time used                    :  00:02:03.44
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_CouponCollector test:
+-----------------------------------------------
+   N =  1,  n = 200000000,  r = 20,   d =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   54
+Chi-square statistic                  :   49.39
+p-value of test                       :    0.65
+
+-----------------------------------------------
+CPU time used                    :  00:02:04.77
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_CouponCollector test:
+-----------------------------------------------
+   N =  1,  n = 200000000,  r = 27,   d =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   54
+Chi-square statistic                  :   43.06
+p-value of test                       :    0.86
+
+-----------------------------------------------
+CPU time used                    :  00:01:59.68
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Gap test:
+-----------------------------------------------
+   N =  1,  n = 500000000,  r =  0,   Alpha =        0,   Beta  =   0.0625
+
+
+-----------------------------------------------
+Number of degrees of freedom          :  232
+Chi-square statistic                  :  211.88
+p-value of test                       :    0.82
+
+-----------------------------------------------
+CPU time used                    :  00:02:06.39
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Gap test:
+-----------------------------------------------
+   N =  1,  n = 300000000,  r = 25,   Alpha =        0,   Beta  =  0.03125
+
+
+-----------------------------------------------
+Number of degrees of freedom          :  434
+Chi-square statistic                  :  392.34
+p-value of test                       :    0.92
+
+-----------------------------------------------
+CPU time used                    :  00:03:04.84
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Gap test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r =  0,   Alpha =        0,   Beta  = 0.0078125
+
+
+-----------------------------------------------
+Number of degrees of freedom          : 1437
+Chi-square statistic                  : 1414.76
+p-value of test                       :    0.66
+
+-----------------------------------------------
+CPU time used                    :  00:03:13.69
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Gap test:
+-----------------------------------------------
+   N =  1,  n = 10000000,  r = 20,   Alpha =        0,   Beta  = 0.000976562
+
+
+-----------------------------------------------
+Number of degrees of freedom          : 7046
+Chi-square statistic                  : 6924.29
+p-value of test                       :    0.85
+
+-----------------------------------------------
+CPU time used                    :  00:03:07.88
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Run test:
+-----------------------------------------------
+   N =  5,  n = 1000000000,  r =  0,   Up = FALSE
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.24
+p-value of test                       :    0.50
+
+Kolmogorov-Smirnov- statistic = D-    :   0.100
+p-value of test                       :    0.85
+
+Anderson-Darling statistic = A2       :    0.29
+p-value of test                       :    0.94
+
+Test on the sum of all N observations
+Number of degrees of freedom          :   30
+Chi-square statistic                  :   25.36
+p-value of test                       :    0.71
+
+-----------------------------------------------
+CPU time used                    :  00:01:44.52
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Run test:
+-----------------------------------------------
+   N = 10,  n = 1000000000,  r = 15,   Up =  TRUE
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.15
+p-value of test                       :    0.58
+
+Kolmogorov-Smirnov- statistic = D-    :    0.21
+p-value of test                       :    0.36
+
+Anderson-Darling statistic = A2       :    0.53
+p-value of test                       :    0.71
+
+Test on the sum of all N observations
+Number of degrees of freedom          :   60
+Chi-square statistic                  :   61.34
+p-value of test                       :    0.43
+
+-----------------------------------------------
+CPU time used                    :  00:04:12.69
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_Permutation calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N =  1,  n = 1000000000,  r =  5,   t =  3,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =                  6
+       Expected number per cell =  1.6666667e+08
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =  2.5000002e-09,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          :    5
+Value of the statistic                :    5.98
+p-value of test                       :    0.31
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:15.06
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_Permutation calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N =  1,  n = 1000000000,  r =  5,   t =  5,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =                120
+       Expected number per cell =   8333333.3
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =  5.9500005e-08,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          :  119
+Value of the statistic                :  120.49
+p-value of test                       :    0.44
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:10.68
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_Permutation calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N =  1,  n = 500000000,  r =  5,   t =  7,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =               5040
+       Expected number per cell =   99206.349
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =  5.0390004e-06,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          : 5039
+Value of the statistic                : 5191.74
+p-value of test                       :    0.07
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:33.38
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_Permutation calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N =  1,  n = 500000000,  r = 10,   t = 10,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =            3628800
+       Expected number per cell =    137.7866
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =   0.0036287993,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          : 3628799
+Value of the statistic                : 3.63e+6
+p-value of test                       :    0.88
+
+
+-----------------------------------------------
+CPU time used                    :  00:03:00.54
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_CollisionPermut calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N = 20,  n = 20000000,  r =  0,   t = 14,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =        87178291200
+       Expected number per cell =  1 /  4358.9146
+       EColl = n^2 / (2k) =   2294.14912
+       Hashing =   TRUE
+
+       Collision test,    Mu =      2293.9736,    Sigma =    47.8841
+
+-----------------------------------------------
+Test Results for Collisions
+
+For the total number of collisions, we use
+      the Poisson approximation:
+Expected number of collisions = N*Mu  :    45879.47
+Observed number of collisions         :    45841
+p-value of test                       :    0.57
+
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :    1743165869841
+  j =  1                              :        399908323
+  j =  2                              :            45831
+  j =  3                              :                5
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:04:23.55
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_CollisionPermut calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N = 20,  n = 20000000,  r = 10,   t = 14,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =        87178291200
+       Expected number per cell =  1 /  4358.9146
+       EColl = n^2 / (2k) =   2294.14912
+       Hashing =   TRUE
+
+       Collision test,    Mu =      2293.9736,    Sigma =    47.8841
+
+-----------------------------------------------
+Test Results for Collisions
+
+For the total number of collisions, we use
+      the Poisson approximation:
+Expected number of collisions = N*Mu  :    45879.47
+Observed number of collisions         :    46065
+p-value of test                       :    0.19
+
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :    1743165870065
+  j =  1                              :        399907874
+  j =  2                              :            46057
+  j =  3                              :                4
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:04:44.21
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_MaxOft test:
+-----------------------------------------------
+   N = 40,  n = 10000000,  r =  0,   d = 100000,   t =  8
+
+      Number of categories = 100000
+      Expected number per category  = 100.00
+
+
+-----------------------------------------------
+Test results for chi2 with 99999 degrees of freedom:
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.098
+p-value of test                       :    0.44
+
+Kolmogorov-Smirnov- statistic = D-    :    0.11
+p-value of test                       :    0.38
+
+Anderson-Darling statistic = A2       :    0.59
+p-value of test                       :    0.66
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 3999960
+Chi-square statistic                  : 4.00e+6
+p-value of test                       :    0.45
+
+
+-----------------------------------------------
+Test results for Anderson-Darling:
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.19
+p-value of test                       :    0.05
+
+Kolmogorov-Smirnov- statistic = D-    : 5.70e-3
+p-value of test                       :    0.9929
+
+Anderson-Darling statistic = A2       :    2.62
+p-value of test                       :    0.04
+
+
+-----------------------------------------------
+CPU time used                    :  00:03:26.12
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_MaxOft test:
+-----------------------------------------------
+   N = 30,  n = 10000000,  r =  0,   d = 100000,   t = 16
+
+      Number of categories = 100000
+      Expected number per category  = 100.00
+
+
+-----------------------------------------------
+Test results for chi2 with 99999 degrees of freedom:
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.11
+p-value of test                       :    0.47
+
+Kolmogorov-Smirnov- statistic = D-    :   0.038
+p-value of test                       :    0.90
+
+Anderson-Darling statistic = A2       :    0.57
+p-value of test                       :    0.67
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 2999970
+Chi-square statistic                  : 3.00e+6
+p-value of test                       :    0.80
+
+
+-----------------------------------------------
+Test results for Anderson-Darling:
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.12
+p-value of test                       :    0.37
+
+Kolmogorov-Smirnov- statistic = D-    :    0.11
+p-value of test                       :    0.45
+
+Anderson-Darling statistic = A2       :    0.66
+p-value of test                       :    0.59
+
+
+-----------------------------------------------
+CPU time used                    :  00:03:13.82
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_MaxOft test:
+-----------------------------------------------
+   N = 20,  n = 10000000,  r =  0,   d = 100000,   t = 24
+
+      Number of categories = 100000
+      Expected number per category  = 100.00
+
+
+-----------------------------------------------
+Test results for chi2 with 99999 degrees of freedom:
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.17
+p-value of test                       :    0.27
+
+Kolmogorov-Smirnov- statistic = D-    :   0.055
+p-value of test                       :    0.85
+
+Anderson-Darling statistic = A2       :    0.46
+p-value of test                       :    0.79
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 1999980
+Chi-square statistic                  : 2.00e+6
+p-value of test                       :    0.76
+
+
+-----------------------------------------------
+Test results for Anderson-Darling:
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.13
+p-value of test                       :    0.47
+
+Kolmogorov-Smirnov- statistic = D-    :    0.14
+p-value of test                       :    0.42
+
+Anderson-Darling statistic = A2       :    0.57
+p-value of test                       :    0.67
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:26.81
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_MaxOft test:
+-----------------------------------------------
+   N = 20,  n = 10000000,  r =  0,   d = 100000,   t = 32
+
+      Number of categories = 100000
+      Expected number per category  = 100.00
+
+
+-----------------------------------------------
+Test results for chi2 with 99999 degrees of freedom:
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.19
+p-value of test                       :    0.21
+
+Kolmogorov-Smirnov- statistic = D-    :    0.12
+p-value of test                       :    0.51
+
+Anderson-Darling statistic = A2       :    1.33
+p-value of test                       :    0.22
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 1999980
+Chi-square statistic                  : 2.00e+6
+p-value of test                       :    0.74
+
+
+-----------------------------------------------
+Test results for Anderson-Darling:
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.11
+p-value of test                       :    0.60
+
+Kolmogorov-Smirnov- statistic = D-    :    0.16
+p-value of test                       :    0.33
+
+Anderson-Darling statistic = A2       :    0.66
+p-value of test                       :    0.59
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:53.23
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleProd test:
+-----------------------------------------------
+   N = 40,  n = 10000000,  r =  0,   t = 8
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.19
+p-value of test                       :    0.04
+
+Kolmogorov-Smirnov- statistic = D-    :   0.051
+p-value of test                       :    0.78
+
+Anderson-Darling statistic = A2       :    1.79
+p-value of test                       :    0.12
+
+-----------------------------------------------
+CPU time used                    :  00:02:25.95
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleProd test:
+-----------------------------------------------
+   N = 20,  n = 10000000,  r =  0,   t = 16
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.33
+p-value of test                       :    0.01
+
+Kolmogorov-Smirnov- statistic = D-    :   0.080
+p-value of test                       :    0.74
+
+Anderson-Darling statistic = A2       :    2.85
+p-value of test                       :    0.03
+
+-----------------------------------------------
+CPU time used                    :  00:01:45.06
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleProd test:
+-----------------------------------------------
+   N = 20,  n = 10000000,  r =  0,   t = 24
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.073
+p-value of test                       :    0.77
+
+Kolmogorov-Smirnov- statistic = D-    :    0.13
+p-value of test                       :    0.46
+
+Anderson-Darling statistic = A2       :    0.41
+p-value of test                       :    0.84
+
+-----------------------------------------------
+CPU time used                    :  00:02:17.51
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleMean test:
+-----------------------------------------------
+   N = 20000000,  n = 30,  r =  0
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    : 1.56e-4
+p-value of test                       :    0.38
+
+Kolmogorov-Smirnov- statistic = D-    : 3.61e-5
+p-value of test                       :    0.95
+
+Anderson-Darling statistic = A2       :    0.48
+p-value of test                       :    0.77
+
+-----------------------------------------------
+CPU time used                    :  00:00:32.47
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleMean test:
+-----------------------------------------------
+   N = 20000000,  n = 30,  r = 10
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    : 1.52e-4
+p-value of test                       :    0.40
+
+Kolmogorov-Smirnov- statistic = D-    : 1.32e-4
+p-value of test                       :    0.50
+
+Anderson-Darling statistic = A2       :    0.73
+p-value of test                       :    0.53
+
+-----------------------------------------------
+CPU time used                    :  00:00:34.78
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleCorr test:
+-----------------------------------------------
+   N =  1,  n = 2000000000,  r =  0,   k = 1
+
+
+-----------------------------------------------
+Normal statistic                      :   -0.42
+p-value of test                       :    0.66
+
+-----------------------------------------------
+CPU time used                    :  00:00:33.75
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleCorr test:
+-----------------------------------------------
+   N =  1,  n = 2000000000,  r =  0,   k = 2
+
+
+-----------------------------------------------
+Normal statistic                      :    3.50
+p-value of test                       :  2.3e-4    *****
+
+-----------------------------------------------
+CPU time used                    :  00:00:34.04
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_AppearanceSpacings test:
+-----------------------------------------------
+   N =  1,   Q = 10000000,   K = 1000000000,   r = 0,   s = 3,   L = 15
+
+   Sequences of n = (K + Q)L =  15150000000 bits
+   Q = 10000000 initialization blocks
+   K = 1000000000 blocks for the test
+   the blocks have L = 15 bits
+
+
+
+-----------------------------------------------
+Normal statistic                      :   -0.76
+p-value of test                       :    0.78
+
+-----------------------------------------------
+CPU time used                    :  00:02:06.30
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_AppearanceSpacings test:
+-----------------------------------------------
+   N =  1,   Q = 10000000,   K = 1000000000,   r = 27,   s = 3,   L = 15
+
+   Sequences of n = (K + Q)L =  15150000000 bits
+   Q = 10000000 initialization blocks
+   K = 1000000000 blocks for the test
+   the blocks have L = 15 bits
+
+
+
+-----------------------------------------------
+Normal statistic                      :   -0.48
+p-value of test                       :    0.68
+
+-----------------------------------------------
+CPU time used                    :  00:02:07.57
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r =  0,  k = 256,  Alpha =      0,  Beta =   0.25
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   67
+Chi-square statistic                  :   78.65
+p-value of test                       :    0.16
+
+-----------------------------------------------
+CPU time used                    :  00:01:30.51
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r = 20,  k = 256,  Alpha =      0,  Beta =   0.25
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   67
+Chi-square statistic                  :   64.75
+p-value of test                       :    0.56
+
+-----------------------------------------------
+CPU time used                    :  00:01:37.46
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r = 28,  k = 256,  Alpha =      0,  Beta =   0.25
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   67
+Chi-square statistic                  :   57.65
+p-value of test                       :    0.79
+
+-----------------------------------------------
+CPU time used                    :  00:01:36.37
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r =  0,  k = 256,  Alpha =      0,  Beta = 0.0625
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   37
+Chi-square statistic                  :   27.75
+p-value of test                       :    0.86
+
+-----------------------------------------------
+CPU time used                    :  00:01:20.70
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r = 10,  k = 256,  Alpha =      0,  Beta = 0.0625
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   37
+Chi-square statistic                  :   42.63
+p-value of test                       :    0.24
+
+-----------------------------------------------
+CPU time used                    :  00:01:34.34
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r = 26,  k = 256,  Alpha =      0,  Beta = 0.0625
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   37
+Chi-square statistic                  :   38.83
+p-value of test                       :    0.39
+
+-----------------------------------------------
+CPU time used                    :  00:01:34.55
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SumCollector test:
+-----------------------------------------------
+   N =  1,  n = 500000000,  r =  0,   g = 10
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   29
+Chi-square statistic                  :   27.94
+p-value of test                       :    0.52
+
+-----------------------------------------------
+CPU time used                    :  00:02:46.43
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N = 10,  n = 1000000,  r =  0,    s = 5,    L = 30,    k = 30
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.023
+p-value of test                       :    0.97
+
+Kolmogorov-Smirnov- statistic = D-    :    0.32
+p-value of test                       :    0.11
+
+Anderson-Darling statistic = A2       :    1.47
+p-value of test                       :    0.18
+
+Test on the sum of all N observations
+Number of degrees of freedom          :   40
+Chi-square statistic                  :   52.75
+p-value of test                       :    0.09
+
+-----------------------------------------------
+CPU time used                    :  00:01:23.57
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N = 10,  n = 1000000,  r = 25,    s = 5,    L = 30,    k = 30
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.028
+p-value of test                       :    0.96
+
+Kolmogorov-Smirnov- statistic = D-    :    0.35
+p-value of test                       :    0.06
+
+Anderson-Darling statistic = A2       :    1.50
+p-value of test                       :    0.18
+
+Test on the sum of all N observations
+Number of degrees of freedom          :   40
+Chi-square statistic                  :   52.77
+p-value of test                       :    0.09
+
+-----------------------------------------------
+CPU time used                    :  00:01:27.30
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N =  1,  n = 5000,  r =  0,    s = 4,    L = 1000,    k = 1000
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    3
+Chi-square statistic                  :    1.31
+p-value of test                       :    0.73
+
+-----------------------------------------------
+CPU time used                    :  00:02:16.40
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N =  1,  n = 5000,  r = 26,    s = 4,    L = 1000,    k = 1000
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    3
+Chi-square statistic                  :    4.07
+p-value of test                       :    0.25
+
+-----------------------------------------------
+CPU time used                    :  00:02:21.10
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N =  1,  n = 80,  r = 15,    s = 15,    L = 5000,    k = 5000
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    2
+Chi-square statistic                  :  518.64
+p-value of test                       :   eps      *****
+
+-----------------------------------------------
+CPU time used                    :  00:00:56.89
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N =  1,  n = 80,  r =  0,    s = 30,    L = 5000,    k = 5000
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    2
+Chi-square statistic                  :  518.64
+p-value of test                       :   eps      *****
+
+-----------------------------------------------
+CPU time used                    :  00:00:42.04
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_Savir2 test:
+-----------------------------------------------
+   N = 10,  n = 10000000,  r = 10,    m = 1048576,    t = 30
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.20
+p-value of test                       :    0.39
+
+Kolmogorov-Smirnov- statistic = D-    :   0.097
+p-value of test                       :    0.78
+
+Anderson-Darling statistic = A2       :    1.17
+p-value of test                       :    0.28
+
+Test on the sum of all N observations
+Number of degrees of freedom          :  130
+Chi-square statistic                  :  118.26
+p-value of test                       :    0.76
+
+-----------------------------------------------
+CPU time used                    :  00:01:01.79
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_GCD test:
+-----------------------------------------------
+   N = 10,  n = 50000000,  r =  0,   s = 30
+
+
+-----------------------------------------------
+Test results for GCD values:
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.32
+p-value of test                       :    0.10
+
+Kolmogorov-Smirnov- statistic = D-    :   0.061
+p-value of test                       :    0.90
+
+Anderson-Darling statistic = A2       :    1.83
+p-value of test                       :    0.12
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 17430
+Chi-square statistic                  :17136.91
+p-value of test                       :    0.94
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:52.70
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r =  0,   s = 5,   L0 =   50,   L1 =   50
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :   36
+ChiSquare statistic                   :   21.30
+p-value of test                       :    0.98
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :   35
+ChiSquare statistic                   :   20.03
+p-value of test                       :    0.98
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          :   25
+ChiSquare statistic                   :   30.29
+p-value of test                       :    0.21
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :   24
+ChiSquare statistic                   :   21.53
+p-value of test                       :    0.61
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :   17
+ChiSquare statistic                   :   11.32
+p-value of test                       :    0.84
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:47.46
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r = 25,   s = 5,   L0 =   50,   L1 =   50
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :   36
+ChiSquare statistic                   :   32.11
+p-value of test                       :    0.65
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :   35
+ChiSquare statistic                   :   31.60
+p-value of test                       :    0.63
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          :   25
+ChiSquare statistic                   :   17.36
+p-value of test                       :    0.87
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :   24
+ChiSquare statistic                   :   17.01
+p-value of test                       :    0.85
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :   17
+ChiSquare statistic                   :   10.59
+p-value of test                       :    0.88
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:49.64
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 10000000,  r =  0,   s = 10,   L0 = 1000,   L1 = 1000
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :  146
+ChiSquare statistic                   :  159.41
+p-value of test                       :    0.21
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :  146
+ChiSquare statistic                   :  141.54
+p-value of test                       :    0.59
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          :  500
+ChiSquare statistic                   :  467.88
+p-value of test                       :    0.85
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :  136
+ChiSquare statistic                   :  137.85
+p-value of test                       :    0.44
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :   74
+ChiSquare statistic                   :   89.59
+p-value of test                       :    0.10
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:56.37
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 10000000,  r = 20,   s = 10,   L0 = 1000,   L1 = 1000
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :  146
+ChiSquare statistic                   :  155.53
+p-value of test                       :    0.28
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :  146
+ChiSquare statistic                   :  154.59
+p-value of test                       :    0.30
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          :  500
+ChiSquare statistic                   :  496.74
+p-value of test                       :    0.53
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :  136
+ChiSquare statistic                   :  163.95
+p-value of test                       :    0.05
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :   74
+ChiSquare statistic                   :   76.94
+p-value of test                       :    0.38
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:59.14
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 1000000,  r =  0,   s = 15,   L0 = 10000,   L1 = 10000
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :  384
+ChiSquare statistic                   :  384.64
+p-value of test                       :    0.48
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :  384
+ChiSquare statistic                   :  411.65
+p-value of test                       :    0.16
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          : 5000
+ChiSquare statistic                   : 4875.00
+p-value of test                       :    0.90
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :  378
+ChiSquare statistic                   :  376.35
+p-value of test                       :    0.51
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :  200
+ChiSquare statistic                   :  202.33
+p-value of test                       :    0.44
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:46.95
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 1000000,  r = 15,   s = 15,   L0 = 10000,   L1 = 10000
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :  384
+ChiSquare statistic                   :  418.19
+p-value of test                       :    0.11
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :  384
+ChiSquare statistic                   :  375.50
+p-value of test                       :    0.61
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          : 5000
+ChiSquare statistic                   : 5006.83
+p-value of test                       :    0.47
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :  378
+ChiSquare statistic                   :  422.97
+p-value of test                       :    0.05
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :  200
+ChiSquare statistic                   :  214.87
+p-value of test                       :    0.22
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:47.05
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+scomp_LinearComp test:
+-----------------------------------------------
+   N =  1,  n = 400020,  r =  0,    s = 1
+
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   12
+Chi2 statistic for size of jumps      :    8.88
+p-value of test                       :    0.71
+
+
+-----------------------------------------------
+Normal statistic for number of jumps  : -444.91
+p-value of test                       : 1 - eps1    *****
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:00.37
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+scomp_LinearComp test:
+-----------------------------------------------
+   N =  1,  n = 400020,  r = 29,    s = 1
+
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   12
+Chi2 statistic for size of jumps      :    5.39
+p-value of test                       :    0.94
+
+
+-----------------------------------------------
+Normal statistic for number of jumps  : -444.96
+p-value of test                       : 1 - eps1    *****
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:00.37
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+scomp_LempelZiv test:
+-----------------------------------------------
+   N = 10,  n = 134217728,  r =  0,   s =   30,   k =   27
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.22
+p-value of test                       :    0.33
+
+Kolmogorov-Smirnov- statistic = D-    :   0.081
+p-value of test                       :    0.84
+
+Anderson-Darling statistic = A2       :    0.67
+p-value of test                       :    0.58
+
+Tests on the sum of all N observations
+Standardized normal statistic         :   -0.94
+p-value of test                       :    0.83
+
+Sample variance                       :    1.01
+p-value of test                       :    0.43
+
+-----------------------------------------------
+CPU time used                    :  00:00:56.95
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+scomp_LempelZiv test:
+-----------------------------------------------
+   N = 10,  n = 134217728,  r = 15,   s =   15,   k =   27
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.34
+p-value of test                       :    0.07
+
+Kolmogorov-Smirnov- statistic = D-    :   0.079
+p-value of test                       :    0.84
+
+Anderson-Darling statistic = A2       :    1.00
+p-value of test                       :    0.36
+
+Tests on the sum of all N observations
+Standardized normal statistic         :   -0.86
+p-value of test                       :    0.81
+
+Sample variance                       :    0.93
+p-value of test                       :    0.50
+
+-----------------------------------------------
+CPU time used                    :  00:01:05.10
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sspectral_Fourier3 test:
+-----------------------------------------------
+   N = 100000,  n = 16384,  r =  0,   s =    3,   k =   14
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    : 4.53e-3
+p-value of test                       :    0.84
+
+Kolmogorov-Smirnov- statistic = D-    :   0.012
+p-value of test                       :    0.29
+
+Anderson-Darling statistic = A2       :    0.79
+p-value of test                       :    0.49
+
+-----------------------------------------------
+CPU time used                    :  00:00:48.75
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sspectral_Fourier3 test:
+-----------------------------------------------
+   N = 100000,  n = 16384,  r = 27,   s =    3,   k =   14
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    : 9.02e-3
+p-value of test                       :    0.51
+
+Kolmogorov-Smirnov- statistic = D-    : 7.97e-3
+p-value of test                       :    0.59
+
+Anderson-Darling statistic = A2       :    0.44
+p-value of test                       :    0.81
+
+-----------------------------------------------
+CPU time used                    :  00:00:46.76
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_LongestHeadRun test:
+-----------------------------------------------
+   N =  1,  n = 1000,  r =  0,   s = 3,   L = 10000020
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    8
+Chi-square statistic                  :   14.78
+p-value of test                       :    0.06
+
+-----------------------------------------------
+Global longest run of 1               :   31.00
+p-value of test                       :    0.69
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:45.37
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_LongestHeadRun test:
+-----------------------------------------------
+   N =  1,  n = 1000,  r = 27,   s = 3,   L = 10000020
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    8
+Chi-square statistic                  :    7.90
+p-value of test                       :    0.44
+
+-----------------------------------------------
+Global longest run of 1               :   33.00
+p-value of test                       :    0.44
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:45.10
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_PeriodsInStrings test:
+-----------------------------------------------
+   N = 10,  n = 500000000,  r =  0,   s =   10
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.34
+p-value of test                       :    0.07
+
+Kolmogorov-Smirnov- statistic = D-    :    0.12
+p-value of test                       :    0.68
+
+Anderson-Darling statistic = A2       :    1.09
+p-value of test                       :    0.31
+
+Test on the sum of all N observations
+Number of degrees of freedom          :  200
+Chi-square statistic                  :  192.99
+p-value of test                       :    0.63
+
+-----------------------------------------------
+CPU time used                    :  00:02:47.93
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_PeriodsInStrings test:
+-----------------------------------------------
+   N = 10,  n = 500000000,  r = 20,   s =   10
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.21
+p-value of test                       :    0.37
+
+Kolmogorov-Smirnov- statistic = D-    :    0.19
+p-value of test                       :    0.42
+
+Anderson-Darling statistic = A2       :    1.17
+p-value of test                       :    0.28
+
+Test on the sum of all N observations
+Number of degrees of freedom          :  200
+Chi-square statistic                  :  206.93
+p-value of test                       :    0.35
+
+-----------------------------------------------
+CPU time used                    :  00:02:52.61
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingWeight2 test:
+-----------------------------------------------
+   N = 10,  n = 1000000000,  r =  0,   s = 3,   L = 1000000
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.25
+p-value of test                       :    0.25
+
+Kolmogorov-Smirnov- statistic = D-    :   0.077
+p-value of test                       :    0.85
+
+Anderson-Darling statistic = A2       :    0.92
+p-value of test                       :    0.40
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 10000
+Chi-square statistic                  : 9842.94
+p-value of test                       :    0.87
+
+-----------------------------------------------
+CPU time used                    :  00:01:07.00
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingWeight2 test:
+-----------------------------------------------
+   N = 10,  n = 1000000000,  r = 27,   s = 3,   L = 1000000
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.13
+p-value of test                       :    0.65
+
+Kolmogorov-Smirnov- statistic = D-    :    0.19
+p-value of test                       :    0.45
+
+Anderson-Darling statistic = A2       :    0.48
+p-value of test                       :    0.76
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 10000
+Chi-square statistic                  :10053.10
+p-value of test                       :    0.35
+
+-----------------------------------------------
+CPU time used                    :  00:01:12.05
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingCorr test:
+-----------------------------------------------
+   N =  1,  n = 1000000000,  r = 10,   s = 10,   L = 30
+
+
+
+-----------------------------------------------
+Normal statistic                      :    0.65
+p-value of test                       :    0.26
+
+-----------------------------------------------
+CPU time used                    :  00:01:21.89
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingCorr test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r = 10,   s = 10,   L = 300
+
+
+
+-----------------------------------------------
+Normal statistic                      :   -0.39
+p-value of test                       :    0.65
+
+-----------------------------------------------
+CPU time used                    :  00:01:19.56
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingCorr test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r = 10,   s = 10,   L = 1200
+
+
+
+-----------------------------------------------
+Normal statistic                      :    1.16
+p-value of test                       :    0.12
+
+-----------------------------------------------
+CPU time used                    :  00:05:11.35
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N = 10,  n = 30000000,  r =  0,   s = 3,   L = 30,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.20
+p-value of test                       :    0.38
+
+Kolmogorov-Smirnov- statistic = D-    :    0.12
+p-value of test                       :    0.71
+
+Anderson-Darling statistic = A2       :    0.45
+p-value of test                       :    0.80
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 4890
+Chi-square statistic                  : 4857.01
+p-value of test                       :    0.63
+
+-----------------------------------------------
+CPU time used                    :  00:02:07.94
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N = 10,  n = 30000000,  r = 27,   s = 3,   L = 30,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.27
+p-value of test                       :    0.19
+
+Kolmogorov-Smirnov- statistic = D-    :    0.10
+p-value of test                       :    0.76
+
+Anderson-Darling statistic = A2       :    2.01
+p-value of test                       :    0.09
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 4890
+Chi-square statistic                  : 4742.79
+p-value of test                       :    0.93
+
+-----------------------------------------------
+CPU time used                    :  00:02:10.17
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N =  1,  n = 30000000,  r =  0,   s = 4,   L = 300,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+Number of degrees of freedom          : 4117
+Chi-square statistic                  : 4009.77
+p-value of test                       :    0.88
+
+-----------------------------------------------
+CPU time used                    :  00:01:36.88
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N =  1,  n = 30000000,  r = 26,   s = 4,   L = 300,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+Number of degrees of freedom          : 4117
+Chi-square statistic                  : 4025.10
+p-value of test                       :    0.84
+
+-----------------------------------------------
+CPU time used                    :  00:01:38.04
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N =  1,  n = 10000000,  r =  0,   s = 5,   L = 1200,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+Number of degrees of freedom          : 11825
+Chi-square statistic                  :11737.09
+p-value of test                       :    0.72
+
+-----------------------------------------------
+CPU time used                    :  00:01:42.37
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N =  1,  n = 10000000,  r = 25,   s = 5,   L = 1200,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+Number of degrees of freedom          : 11825
+Chi-square statistic                  :11826.52
+p-value of test                       :    0.49
+
+-----------------------------------------------
+CPU time used                    :  00:01:46.45
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_Run test:
+-----------------------------------------------
+   N =  1,  n = 2000000000,  r =  0,   s =    3
+
+
+-----------------------------------------------
+Total number of 1 runs:  2000000000
+
+Number of degrees of freedom          :   54
+Chi2 statistic for number of runs     :   63.28
+p-value of test                       :    0.18
+
+
+-----------------------------------------------
+Total number of bits:  7999901868
+
+Normal statistic for number of bits   :   -0.78
+p-value of test                       :    0.78
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:22.77
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_Run test:
+-----------------------------------------------
+   N =  1,  n = 2000000000,  r = 27,   s =    3
+
+
+-----------------------------------------------
+Total number of 1 runs:  2000000000
+
+Number of degrees of freedom          :   54
+Chi2 statistic for number of runs     :   54.34
+p-value of test                       :    0.46
+
+
+-----------------------------------------------
+Total number of bits:  7999949598
+
+Normal statistic for number of bits   :   -0.40
+p-value of test                       :    0.65
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:25.45
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_AutoCor test:
+-----------------------------------------------
+   N = 10,  n = 1000000030,  r =  0,   s = 3,   d = 1
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.14
+p-value of test                       :    0.61
+
+Kolmogorov-Smirnov- statistic = D-    :    0.23
+p-value of test                       :    0.29
+
+Anderson-Darling statistic = A2       :    0.44
+p-value of test                       :    0.80
+
+Tests on the sum of all N observations
+Standardized normal statistic         :    0.13
+p-value of test                       :    0.45
+
+Sample variance                       :    0.81
+p-value of test                       :    0.61
+
+-----------------------------------------------
+CPU time used                    :  00:02:50.20
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_AutoCor test:
+-----------------------------------------------
+   N = 10,  n = 1000000029,  r =  0,   s = 3,   d = 3
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.42
+p-value of test                       :    0.02
+
+Kolmogorov-Smirnov- statistic = D-    :    0.11
+p-value of test                       :    0.72
+
+Anderson-Darling statistic = A2       :    1.62
+p-value of test                       :    0.15
+
+Tests on the sum of all N observations
+Standardized normal statistic         :   -1.27
+p-value of test                       :    0.90
+
+Sample variance                       :    0.75
+p-value of test                       :    0.67
+
+-----------------------------------------------
+CPU time used                    :  00:02:32.95
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_AutoCor test:
+-----------------------------------------------
+   N = 10,  n = 1000000030,  r = 27,   s = 3,   d = 1
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.23
+p-value of test                       :    0.31
+
+Kolmogorov-Smirnov- statistic = D-    :   0.034
+p-value of test                       :    0.95
+
+Anderson-Darling statistic = A2       :    0.97
+p-value of test                       :    0.37
+
+Tests on the sum of all N observations
+Standardized normal statistic         :   -1.36
+p-value of test                       :    0.91
+
+Sample variance                       :    1.33
+p-value of test                       :    0.21
+
+-----------------------------------------------
+CPU time used                    :  00:02:48.95
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_AutoCor test:
+-----------------------------------------------
+   N = 10,  n = 1000000029,  r = 27,   s = 3,   d = 3
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.064
+p-value of test                       :    0.89
+
+Kolmogorov-Smirnov- statistic = D-    :    0.22
+p-value of test                       :    0.32
+
+Anderson-Darling statistic = A2       :    0.63
+p-value of test                       :    0.62
+
+Tests on the sum of all N observations
+Standardized normal statistic         :    0.84
+p-value of test                       :    0.20
+
+Sample variance                       :    0.91
+p-value of test                       :    0.51
+
+-----------------------------------------------
+CPU time used                    :  00:02:28.25
+
+Generator state:
+N/A
+
+
+
+
+========= Summary results of BigCrush =========
+
+ Version:          TestU01 1.2.3
+ Generator:        stdin
+ Number of statistics:  160
+ Total CPU time:   04:10:36.64
+ The following tests gave p-values outside [0.001, 0.9990]:
+ (eps  means a value < 1.0e-300):
+ (eps1 means a value < 1.0e-15):
+
+       Test                          p-value
+ ----------------------------------------------
+ 56  SampleCorr, k = 2               2.3e-4
+ 70  MatrixRank, L=5000               eps  
+ 71  MatrixRank, L=5000               eps  
+ 80  LinearComp, r = 0              1 - eps1
+ 81  LinearComp, r = 29             1 - eps1
+ ----------------------------------------------
+ All other tests were passed
+
+
+
+# 
+# Test duration: 1358.3289427190834 minutes
+# 
diff --git a/src/site/resources/txt/userguide/rng/stress/tu/run_1/tu_5 b/src/site/resources/txt/userguide/rng/stress/tu/run_1/tu_5
new file mode 100644
index 000000000..bfcda6356
--- /dev/null
+++ b/src/site/resources/txt/userguide/rng/stress/tu/run_1/tu_5
@@ -0,0 +1,3804 @@
+# 
+# RNG: org.apache.commons.math4.rng.internal.source32.Well19937a
+# 
+# Java: 1.8.0_66
+# Runtime: 1.8.0_66-b17
+# JVM: Java HotSpot(TM) 64-Bit Server VM 25.66-b17
+# OS: Linux 3.16.0-4-amd64 amd64
+# 
+# Analyzer: ./stdin2testu01 BigCrush 
+# 
+xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
+                 Starting BigCrush
+                 Version: TestU01 1.2.3
+xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
+
+
+***********************************************************
+Test smarsa_SerialOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N =  1,  n = 1000000000,  r =  0,   d =  256,   t =  3,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =           16777216
+       Expected number per cell =   59.604645
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =   0.0083558402,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          : 16711680
+Value of the statistic                : 1.67e+7
+p-value of test                       :  6.2e-3
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:12.09
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_SerialOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N =  1,  n = 1000000000,  r = 22,   d =  256,   t =  3,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =           16777216
+       Expected number per cell =   59.604645
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =   0.0083558402,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          : 16711680
+Value of the statistic                : 1.67e+7
+p-value of test                       :    0.28
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:44.62
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  0,   d = 2097152,   t =  2,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1380
+p-value of test                       :    0.34
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334500
+  j =  1                              :        599997240
+  j =  2                              :             1380
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:04:13.69
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  9,   d = 2097152,   t =  2,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1334
+p-value of test                       :    0.79
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334454
+  j =  1                              :        599997332
+  j =  2                              :             1334
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:04:07.38
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  0,   d = 16384,   t =  3,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1353
+p-value of test                       :    0.61
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334473
+  j =  1                              :        599997294
+  j =  2                              :             1353
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:05:22.16
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r = 16,   d = 16384,   t =  3,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1363
+p-value of test                       :    0.51
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334483
+  j =  1                              :        599997274
+  j =  2                              :             1363
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:05:29.34
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  0,   d =   64,   t =  7,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1277
+p-value of test                       :    0.9911
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334397
+  j =  1                              :        599997446
+  j =  2                              :             1277
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:05:22.77
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r = 24,   d =   64,   t =  7,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1374
+p-value of test                       :    0.40
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334494
+  j =  1                              :        599997252
+  j =  2                              :             1374
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:08:56.36
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  0,   d =    8,   t = 14,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1358
+p-value of test                       :    0.56
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334478
+  j =  1                              :        599997284
+  j =  2                              :             1358
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:05:45.26
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r = 27,   d =    8,   t = 14,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1380
+p-value of test                       :    0.34
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334500
+  j =  1                              :        599997240
+  j =  2                              :             1380
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:07:18.32
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  0,   d =    4,   t = 21,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1333
+p-value of test                       :    0.80
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334453
+  j =  1                              :        599997334
+  j =  2                              :             1333
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:05:32.61
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r = 28,   d =    4,   t = 21,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1432
+p-value of test                       :    0.04
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334552
+  j =  1                              :        599997136
+  j =  2                              :             1432
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:05:35.13
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 100,  n = 10000000,  r =  0,    d = 2147483648,    t = 2,    p = 1
+
+
+      Number of cells = d^t = 4611686018427387904
+      Lambda = Poisson mean =      54.2101
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    5421.01
+Total observed number                 :    5416
+p-value of test                       :    0.52
+
+
+-----------------------------------------------
+CPU time used                    :  00:04:25.94
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 20000000,  r =  0,    d = 2097152,    t = 3,    p = 1
+
+
+      Number of cells = d^t = 9223372036854775808
+      Lambda = Poisson mean =     216.8404
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    4336.81
+Total observed number                 :    4243
+p-value of test                       :    0.92
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:53.88
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 30000000,  r = 14,    d = 65536,    t = 4,    p = 1
+
+
+      Number of cells = d^t = 18446744073709551616
+      Lambda = Poisson mean =     365.9182
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    7318.36
+Total observed number                 :    7315
+p-value of test                       :    0.51
+
+
+-----------------------------------------------
+CPU time used                    :  00:03:12.97
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 20000000,  r =  0,    d = 512,    t = 7,    p = 1
+
+
+      Number of cells = d^t = 9223372036854775808
+      Lambda = Poisson mean =     216.8404
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    4336.81
+Total observed number                 :    4288
+p-value of test                       :    0.77
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:19.39
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 20000000,  r =  7,    d = 512,    t = 7,    p = 1
+
+
+      Number of cells = d^t = 9223372036854775808
+      Lambda = Poisson mean =     216.8404
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    4336.81
+Total observed number                 :    4344
+p-value of test                       :    0.46
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:32.27
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 30000000,  r = 14,    d = 256,    t = 8,    p = 1
+
+
+      Number of cells = d^t = 18446744073709551616
+      Lambda = Poisson mean =     365.9182
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    7318.36
+Total observed number                 :    7396
+p-value of test                       :    0.18
+
+
+-----------------------------------------------
+CPU time used                    :  00:03:57.35
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 30000000,  r = 22,    d = 256,    t = 8,    p = 1
+
+
+      Number of cells = d^t = 18446744073709551616
+      Lambda = Poisson mean =     365.9182
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    7318.36
+Total observed number                 :    7251
+p-value of test                       :    0.78
+
+
+-----------------------------------------------
+CPU time used                    :  00:03:54.06
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 30000000,  r =  0,    d = 16,    t = 16,    p = 1
+
+
+      Number of cells = d^t = 18446744073709551616
+      Lambda = Poisson mean =     365.9182
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    7318.36
+Total observed number                 :    7358
+p-value of test                       :    0.32
+
+
+-----------------------------------------------
+CPU time used                    :  00:04:59.09
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 30000000,  r = 26,    d = 16,    t = 16,    p = 1
+
+
+      Number of cells = d^t = 18446744073709551616
+      Lambda = Poisson mean =     365.9182
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    7318.36
+Total observed number                 :    7369
+p-value of test                       :    0.28
+
+
+-----------------------------------------------
+CPU time used                    :  00:05:31.42
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+snpair_ClosePairs test:
+-----------------------------------------------
+   N = 30,  n = 6000000,  r =  0,  t = 3,  p = 0,  m = 30,  Torus =  TRUE
+
+
+---------------------------------------
+Test based on the 2 nearest points (NP):
+
+Stat. AD on the N values (NP)         :    0.87
+p-value of test                       :    0.43
+
+
+A2 test based on the spacings between the
+   successive jump times of process Y_n(t):
+
+A2 test on the values of A2 (m-NP)    :    0.46
+p-value of test                       :    0.78
+
+Test on the Nm values of W_{n,i}(mNP1):    2.52
+p-value of test                       :    0.05
+
+Test on the jump times of Y
+   (superposition of Yn):
+
+Expected number of jumps of Y = mN    :     900
+Number of jumps of Y                  :     839
+p-value of test                       :    0.98
+
+Stat. AD (mNP2)                       :    0.76
+p-value of test                       :    0.51
+
+Stat. AD after spacings (mNP2-S)      :    2.06
+p-value of test                       :    0.08
+
+-----------------------------------------------
+CPU time used                    :  00:03:14.15
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+snpair_ClosePairs test:
+-----------------------------------------------
+   N = 20,  n = 4000000,  r =  0,  t = 5,  p = 0,  m = 30,  Torus =  TRUE
+
+
+---------------------------------------
+Test based on the 2 nearest points (NP):
+
+Stat. AD on the N values (NP)         :    3.06
+p-value of test                       :    0.03
+
+
+A2 test based on the spacings between the
+   successive jump times of process Y_n(t):
+
+A2 test on the values of A2 (m-NP)    :    0.26
+p-value of test                       :    0.97
+
+Test on the Nm values of W_{n,i}(mNP1):    1.49
+p-value of test                       :    0.18
+
+Test on the jump times of Y
+   (superposition of Yn):
+
+Expected number of jumps of Y = mN    :     600
+Number of jumps of Y                  :     621
+p-value of test                       :    0.20
+
+Stat. AD (mNP2)                       :    0.58
+p-value of test                       :    0.66
+
+Stat. AD after spacings (mNP2-S)      :    2.20
+p-value of test                       :    0.07
+
+-----------------------------------------------
+CPU time used                    :  00:02:05.63
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+snpair_ClosePairs test:
+-----------------------------------------------
+   N = 10,  n = 3000000,  r =  0,  t = 9,  p = 0,  m = 30,  Torus =  TRUE
+
+
+---------------------------------------
+Test based on the 2 nearest points (NP):
+
+Stat. AD on the N values (NP)         :    2.73
+p-value of test                       :    0.04
+
+
+A2 test based on the spacings between the
+   successive jump times of process Y_n(t):
+
+A2 test on the values of A2 (m-NP)    :    0.53
+p-value of test                       :    0.72
+
+Test on the Nm values of W_{n,i}(mNP1):    0.78
+p-value of test                       :    0.49
+
+Test on the jump times of Y
+   (superposition of Yn):
+
+Expected number of jumps of Y = mN    :     300
+Number of jumps of Y                  :     303
+p-value of test                       :    0.44
+
+Stat. AD (mNP2)                       :    0.91
+p-value of test                       :    0.41
+
+Stat. AD after spacings (mNP2-S)      :    0.76
+p-value of test                       :    0.51
+
+-----------------------------------------------
+CPU time used                    :  00:03:00.73
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+snpair_ClosePairs test:
+-----------------------------------------------
+   N =  5,  n = 2000000,  r =  0,  t = 16,  p = 0,  m = 30,  Torus =  TRUE
+
+
+---------------------------------------
+Test based on the 2 nearest points (NP):
+
+Stat. AD on the N values (NP)         :    0.44
+p-value of test                       :    0.80
+
+
+A2 test based on the spacings between the
+   successive jump times of process Y_n(t):
+
+A2 test on the values of A2 (m-NP)    :    0.75
+p-value of test                       :    0.51
+
+Test on the Nm values of W_{n,i}(mNP1):    0.88
+p-value of test                       :    0.43
+
+Test on the jump times of Y
+   (superposition of Yn):
+
+Expected number of jumps of Y = mN    :     150
+Number of jumps of Y                  :     155
+p-value of test                       :    0.35
+
+Stat. AD (mNP2)                       :    0.19
+p-value of test                       :    0.9925
+
+Stat. AD after spacings (mNP2-S)      :    1.70
+p-value of test                       :    0.14
+
+-----------------------------------------------
+CPU time used                    :  00:03:17.81
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_SimpPoker test:
+-----------------------------------------------
+   N =  1,  n = 400000000,  r =  0,   d =    8,   k =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    7
+Chi-square statistic                  :    4.04
+p-value of test                       :    0.77
+
+-----------------------------------------------
+CPU time used                    :  00:01:16.07
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_SimpPoker test:
+-----------------------------------------------
+   N =  1,  n = 400000000,  r = 27,   d =    8,   k =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    7
+Chi-square statistic                  :    3.88
+p-value of test                       :    0.79
+
+-----------------------------------------------
+CPU time used                    :  00:01:28.51
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_SimpPoker test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r =  0,   d =   32,   k =   32
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   18
+Chi-square statistic                  :   18.21
+p-value of test                       :    0.44
+
+-----------------------------------------------
+CPU time used                    :  00:01:18.17
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_SimpPoker test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r = 25,   d =   32,   k =   32
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   18
+Chi-square statistic                  :   15.71
+p-value of test                       :    0.61
+
+-----------------------------------------------
+CPU time used                    :  00:01:28.19
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_CouponCollector test:
+-----------------------------------------------
+   N =  1,  n = 200000000,  r =  0,   d =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   54
+Chi-square statistic                  :   63.31
+p-value of test                       :    0.18
+
+-----------------------------------------------
+CPU time used                    :  00:01:32.88
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_CouponCollector test:
+-----------------------------------------------
+   N =  1,  n = 200000000,  r = 10,   d =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   54
+Chi-square statistic                  :   60.92
+p-value of test                       :    0.24
+
+-----------------------------------------------
+CPU time used                    :  00:01:48.00
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_CouponCollector test:
+-----------------------------------------------
+   N =  1,  n = 200000000,  r = 20,   d =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   54
+Chi-square statistic                  :   48.05
+p-value of test                       :    0.70
+
+-----------------------------------------------
+CPU time used                    :  00:01:49.90
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_CouponCollector test:
+-----------------------------------------------
+   N =  1,  n = 200000000,  r = 27,   d =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   54
+Chi-square statistic                  :   73.98
+p-value of test                       :    0.04
+
+-----------------------------------------------
+CPU time used                    :  00:01:46.60
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Gap test:
+-----------------------------------------------
+   N =  1,  n = 500000000,  r =  0,   Alpha =        0,   Beta  =   0.0625
+
+
+-----------------------------------------------
+Number of degrees of freedom          :  232
+Chi-square statistic                  :  242.51
+p-value of test                       :    0.30
+
+-----------------------------------------------
+CPU time used                    :  00:02:09.63
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Gap test:
+-----------------------------------------------
+   N =  1,  n = 300000000,  r = 25,   Alpha =        0,   Beta  =  0.03125
+
+
+-----------------------------------------------
+Number of degrees of freedom          :  434
+Chi-square statistic                  :  481.45
+p-value of test                       :    0.06
+
+-----------------------------------------------
+CPU time used                    :  00:03:01.71
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Gap test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r =  0,   Alpha =        0,   Beta  = 0.0078125
+
+
+-----------------------------------------------
+Number of degrees of freedom          : 1437
+Chi-square statistic                  : 1475.96
+p-value of test                       :    0.23
+
+-----------------------------------------------
+CPU time used                    :  00:03:03.86
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Gap test:
+-----------------------------------------------
+   N =  1,  n = 10000000,  r = 20,   Alpha =        0,   Beta  = 0.000976562
+
+
+-----------------------------------------------
+Number of degrees of freedom          : 7046
+Chi-square statistic                  : 6987.95
+p-value of test                       :    0.69
+
+-----------------------------------------------
+CPU time used                    :  00:03:00.40
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Run test:
+-----------------------------------------------
+   N =  5,  n = 1000000000,  r =  0,   Up = FALSE
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.25
+p-value of test                       :    0.45
+
+Kolmogorov-Smirnov- statistic = D-    :    0.38
+p-value of test                       :    0.18
+
+Anderson-Darling statistic = A2       :    0.82
+p-value of test                       :    0.46
+
+Test on the sum of all N observations
+Number of degrees of freedom          :   30
+Chi-square statistic                  :   30.65
+p-value of test                       :    0.43
+
+-----------------------------------------------
+CPU time used                    :  00:01:42.36
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Run test:
+-----------------------------------------------
+   N = 10,  n = 1000000000,  r = 15,   Up =  TRUE
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.41
+p-value of test                       :    0.02
+
+Kolmogorov-Smirnov- statistic = D-    :   0.062
+p-value of test                       :    0.89
+
+Anderson-Darling statistic = A2       :    2.37
+p-value of test                       :    0.06
+
+Test on the sum of all N observations
+Number of degrees of freedom          :   60
+Chi-square statistic                  :   39.59
+p-value of test                       :    0.98
+
+-----------------------------------------------
+CPU time used                    :  00:04:02.34
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_Permutation calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N =  1,  n = 1000000000,  r =  5,   t =  3,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =                  6
+       Expected number per cell =  1.6666667e+08
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =  2.5000002e-09,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          :    5
+Value of the statistic                :    5.26
+p-value of test                       :    0.38
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:09.19
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_Permutation calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N =  1,  n = 1000000000,  r =  5,   t =  5,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =                120
+       Expected number per cell =   8333333.3
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =  5.9500005e-08,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          :  119
+Value of the statistic                :  100.82
+p-value of test                       :    0.89
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:59.89
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_Permutation calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N =  1,  n = 500000000,  r =  5,   t =  7,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =               5040
+       Expected number per cell =   99206.349
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =  5.0390004e-06,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          : 5039
+Value of the statistic                : 5067.95
+p-value of test                       :    0.38
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:29.17
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_Permutation calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N =  1,  n = 500000000,  r = 10,   t = 10,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =            3628800
+       Expected number per cell =    137.7866
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =   0.0036287993,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          : 3628799
+Value of the statistic                : 3.63e+6
+p-value of test                       :    0.64
+
+
+-----------------------------------------------
+CPU time used                    :  00:03:10.10
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_CollisionPermut calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N = 20,  n = 20000000,  r =  0,   t = 14,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =        87178291200
+       Expected number per cell =  1 /  4358.9146
+       EColl = n^2 / (2k) =   2294.14912
+       Hashing =   TRUE
+
+       Collision test,    Mu =      2293.9736,    Sigma =    47.8841
+
+-----------------------------------------------
+Test Results for Collisions
+
+For the total number of collisions, we use
+      the Poisson approximation:
+Expected number of collisions = N*Mu  :    45879.47
+Observed number of collisions         :    45979
+p-value of test                       :    0.32
+
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :    1743165869979
+  j =  1                              :        399908045
+  j =  2                              :            45973
+  j =  3                              :                3
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:04:17.65
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_CollisionPermut calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N = 20,  n = 20000000,  r = 10,   t = 14,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =        87178291200
+       Expected number per cell =  1 /  4358.9146
+       EColl = n^2 / (2k) =   2294.14912
+       Hashing =   TRUE
+
+       Collision test,    Mu =      2293.9736,    Sigma =    47.8841
+
+-----------------------------------------------
+Test Results for Collisions
+
+For the total number of collisions, we use
+      the Poisson approximation:
+Expected number of collisions = N*Mu  :    45879.47
+Observed number of collisions         :    46218
+p-value of test                       :    0.06
+
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :    1743165870218
+  j =  1                              :        399907566
+  j =  2                              :            46214
+  j =  3                              :                2
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:04:32.54
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_MaxOft test:
+-----------------------------------------------
+   N = 40,  n = 10000000,  r =  0,   d = 100000,   t =  8
+
+      Number of categories = 100000
+      Expected number per category  = 100.00
+
+
+-----------------------------------------------
+Test results for chi2 with 99999 degrees of freedom:
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.019
+p-value of test                       :    0.96
+
+Kolmogorov-Smirnov- statistic = D-    :    0.15
+p-value of test                       :    0.17
+
+Anderson-Darling statistic = A2       :    1.12
+p-value of test                       :    0.30
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 3999960
+Chi-square statistic                  : 4.00e+6
+p-value of test                       :    0.08
+
+
+-----------------------------------------------
+Test results for Anderson-Darling:
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.082
+p-value of test                       :    0.55
+
+Kolmogorov-Smirnov- statistic = D-    :   0.064
+p-value of test                       :    0.69
+
+Anderson-Darling statistic = A2       :    0.36
+p-value of test                       :    0.89
+
+
+-----------------------------------------------
+CPU time used                    :  00:03:21.68
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_MaxOft test:
+-----------------------------------------------
+   N = 30,  n = 10000000,  r =  0,   d = 100000,   t = 16
+
+      Number of categories = 100000
+      Expected number per category  = 100.00
+
+
+-----------------------------------------------
+Test results for chi2 with 99999 degrees of freedom:
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.12
+p-value of test                       :    0.40
+
+Kolmogorov-Smirnov- statistic = D-    :   0.067
+p-value of test                       :    0.73
+
+Anderson-Darling statistic = A2       :    0.76
+p-value of test                       :    0.51
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 2999970
+Chi-square statistic                  : 3.00e+6
+p-value of test                       :    0.80
+
+
+-----------------------------------------------
+Test results for Anderson-Darling:
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.098
+p-value of test                       :    0.53
+
+Kolmogorov-Smirnov- statistic = D-    :    0.19
+p-value of test                       :    0.10
+
+Anderson-Darling statistic = A2       :    1.10
+p-value of test                       :    0.31
+
+
+-----------------------------------------------
+CPU time used                    :  00:03:10.47
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_MaxOft test:
+-----------------------------------------------
+   N = 20,  n = 10000000,  r =  0,   d = 100000,   t = 24
+
+      Number of categories = 100000
+      Expected number per category  = 100.00
+
+
+-----------------------------------------------
+Test results for chi2 with 99999 degrees of freedom:
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.16
+p-value of test                       :    0.34
+
+Kolmogorov-Smirnov- statistic = D-    :    0.11
+p-value of test                       :    0.57
+
+Anderson-Darling statistic = A2       :    0.66
+p-value of test                       :    0.59
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 1999980
+Chi-square statistic                  : 2.00e+6
+p-value of test                       :    0.39
+
+
+-----------------------------------------------
+Test results for Anderson-Darling:
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.14
+p-value of test                       :    0.40
+
+Kolmogorov-Smirnov- statistic = D-    :    0.12
+p-value of test                       :    0.53
+
+Anderson-Darling statistic = A2       :    1.01
+p-value of test                       :    0.35
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:26.81
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_MaxOft test:
+-----------------------------------------------
+   N = 20,  n = 10000000,  r =  0,   d = 100000,   t = 32
+
+      Number of categories = 100000
+      Expected number per category  = 100.00
+
+
+-----------------------------------------------
+Test results for chi2 with 99999 degrees of freedom:
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.069
+p-value of test                       :    0.79
+
+Kolmogorov-Smirnov- statistic = D-    :    0.12
+p-value of test                       :    0.54
+
+Anderson-Darling statistic = A2       :    0.25
+p-value of test                       :    0.97
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 1999980
+Chi-square statistic                  : 2.00e+6
+p-value of test                       :    0.45
+
+
+-----------------------------------------------
+Test results for Anderson-Darling:
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.24
+p-value of test                       :    0.09
+
+Kolmogorov-Smirnov- statistic = D-    :    0.21
+p-value of test                       :    0.14
+
+Anderson-Darling statistic = A2       :    1.97
+p-value of test                       :    0.10
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:46.87
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleProd test:
+-----------------------------------------------
+   N = 40,  n = 10000000,  r =  0,   t = 8
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.19
+p-value of test                       :    0.05
+
+Kolmogorov-Smirnov- statistic = D-    :   0.070
+p-value of test                       :    0.64
+
+Anderson-Darling statistic = A2       :    1.53
+p-value of test                       :    0.17
+
+-----------------------------------------------
+CPU time used                    :  00:02:23.75
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleProd test:
+-----------------------------------------------
+   N = 20,  n = 10000000,  r =  0,   t = 16
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.099
+p-value of test                       :    0.64
+
+Kolmogorov-Smirnov- statistic = D-    :    0.13
+p-value of test                       :    0.45
+
+Anderson-Darling statistic = A2       :    0.78
+p-value of test                       :    0.49
+
+-----------------------------------------------
+CPU time used                    :  00:01:44.05
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleProd test:
+-----------------------------------------------
+   N = 20,  n = 10000000,  r =  0,   t = 24
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.042
+p-value of test                       :    0.91
+
+Kolmogorov-Smirnov- statistic = D-    :    0.25
+p-value of test                       :    0.07
+
+Anderson-Darling statistic = A2       :    1.31
+p-value of test                       :    0.23
+
+-----------------------------------------------
+CPU time used                    :  00:02:14.06
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleMean test:
+-----------------------------------------------
+   N = 20000000,  n = 30,  r =  0
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    : 1.66e-4
+p-value of test                       :    0.33
+
+Kolmogorov-Smirnov- statistic = D-    : 7.05e-5
+p-value of test                       :    0.82
+
+Anderson-Darling statistic = A2       :    0.50
+p-value of test                       :    0.75
+
+-----------------------------------------------
+CPU time used                    :  00:00:32.30
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleMean test:
+-----------------------------------------------
+   N = 20000000,  n = 30,  r = 10
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    : 1.21e-4
+p-value of test                       :    0.56
+
+Kolmogorov-Smirnov- statistic = D-    : 1.72e-4
+p-value of test                       :    0.31
+
+Anderson-Darling statistic = A2       :    0.79
+p-value of test                       :    0.49
+
+-----------------------------------------------
+CPU time used                    :  00:00:33.89
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleCorr test:
+-----------------------------------------------
+   N =  1,  n = 2000000000,  r =  0,   k = 1
+
+
+-----------------------------------------------
+Normal statistic                      :   -0.57
+p-value of test                       :    0.72
+
+-----------------------------------------------
+CPU time used                    :  00:00:31.54
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleCorr test:
+-----------------------------------------------
+   N =  1,  n = 2000000000,  r =  0,   k = 2
+
+
+-----------------------------------------------
+Normal statistic                      :    0.67
+p-value of test                       :    0.25
+
+-----------------------------------------------
+CPU time used                    :  00:00:31.12
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_AppearanceSpacings test:
+-----------------------------------------------
+   N =  1,   Q = 10000000,   K = 1000000000,   r = 0,   s = 3,   L = 15
+
+   Sequences of n = (K + Q)L =  15150000000 bits
+   Q = 10000000 initialization blocks
+   K = 1000000000 blocks for the test
+   the blocks have L = 15 bits
+
+
+
+-----------------------------------------------
+Normal statistic                      :   -2.15
+p-value of test                       :    0.98
+
+-----------------------------------------------
+CPU time used                    :  00:01:59.52
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_AppearanceSpacings test:
+-----------------------------------------------
+   N =  1,   Q = 10000000,   K = 1000000000,   r = 27,   s = 3,   L = 15
+
+   Sequences of n = (K + Q)L =  15150000000 bits
+   Q = 10000000 initialization blocks
+   K = 1000000000 blocks for the test
+   the blocks have L = 15 bits
+
+
+
+-----------------------------------------------
+Normal statistic                      :   -0.17
+p-value of test                       :    0.57
+
+-----------------------------------------------
+CPU time used                    :  00:02:08.73
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r =  0,  k = 256,  Alpha =      0,  Beta =   0.25
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   67
+Chi-square statistic                  :   62.12
+p-value of test                       :    0.65
+
+-----------------------------------------------
+CPU time used                    :  00:01:23.79
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r = 20,  k = 256,  Alpha =      0,  Beta =   0.25
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   67
+Chi-square statistic                  :   48.67
+p-value of test                       :    0.96
+
+-----------------------------------------------
+CPU time used                    :  00:01:41.79
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r = 28,  k = 256,  Alpha =      0,  Beta =   0.25
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   67
+Chi-square statistic                  :   73.28
+p-value of test                       :    0.28
+
+-----------------------------------------------
+CPU time used                    :  00:01:37.12
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r =  0,  k = 256,  Alpha =      0,  Beta = 0.0625
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   37
+Chi-square statistic                  :   34.33
+p-value of test                       :    0.60
+
+-----------------------------------------------
+CPU time used                    :  00:01:22.53
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r = 10,  k = 256,  Alpha =      0,  Beta = 0.0625
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   37
+Chi-square statistic                  :   30.64
+p-value of test                       :    0.76
+
+-----------------------------------------------
+CPU time used                    :  00:01:40.68
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r = 26,  k = 256,  Alpha =      0,  Beta = 0.0625
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   37
+Chi-square statistic                  :   26.70
+p-value of test                       :    0.89
+
+-----------------------------------------------
+CPU time used                    :  00:01:39.59
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SumCollector test:
+-----------------------------------------------
+   N =  1,  n = 500000000,  r =  0,   g = 10
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   29
+Chi-square statistic                  :   19.34
+p-value of test                       :    0.91
+
+-----------------------------------------------
+CPU time used                    :  00:02:42.90
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N = 10,  n = 1000000,  r =  0,    s = 5,    L = 30,    k = 30
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.16
+p-value of test                       :    0.53
+
+Kolmogorov-Smirnov- statistic = D-    :    0.10
+p-value of test                       :    0.75
+
+Anderson-Darling statistic = A2       :    0.50
+p-value of test                       :    0.74
+
+Test on the sum of all N observations
+Number of degrees of freedom          :   40
+Chi-square statistic                  :   42.44
+p-value of test                       :    0.37
+
+-----------------------------------------------
+CPU time used                    :  00:01:22.76
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N = 10,  n = 1000000,  r = 25,    s = 5,    L = 30,    k = 30
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.077
+p-value of test                       :    0.85
+
+Kolmogorov-Smirnov- statistic = D-    :    0.22
+p-value of test                       :    0.32
+
+Anderson-Darling statistic = A2       :    0.60
+p-value of test                       :    0.64
+
+Test on the sum of all N observations
+Number of degrees of freedom          :   40
+Chi-square statistic                  :   47.08
+p-value of test                       :    0.21
+
+-----------------------------------------------
+CPU time used                    :  00:01:24.01
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N =  1,  n = 5000,  r =  0,    s = 4,    L = 1000,    k = 1000
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    3
+Chi-square statistic                  :    0.88
+p-value of test                       :    0.83
+
+-----------------------------------------------
+CPU time used                    :  00:02:14.63
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N =  1,  n = 5000,  r = 26,    s = 4,    L = 1000,    k = 1000
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    3
+Chi-square statistic                  :    1.47
+p-value of test                       :    0.69
+
+-----------------------------------------------
+CPU time used                    :  00:02:13.27
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N =  1,  n = 80,  r = 15,    s = 15,    L = 5000,    k = 5000
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    2
+Chi-square statistic                  :    5.71
+p-value of test                       :    0.06
+
+-----------------------------------------------
+CPU time used                    :  00:01:32.95
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N =  1,  n = 80,  r =  0,    s = 30,    L = 5000,    k = 5000
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    2
+Chi-square statistic                  :   0.010
+p-value of test                       :    0.9949
+
+-----------------------------------------------
+CPU time used                    :  00:01:17.69
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_Savir2 test:
+-----------------------------------------------
+   N = 10,  n = 10000000,  r = 10,    m = 1048576,    t = 30
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.12
+p-value of test                       :    0.68
+
+Kolmogorov-Smirnov- statistic = D-    :    0.40
+p-value of test                       :    0.03
+
+Anderson-Darling statistic = A2       :    2.55
+p-value of test                       :    0.05
+
+Test on the sum of all N observations
+Number of degrees of freedom          :  130
+Chi-square statistic                  :  151.89
+p-value of test                       :    0.09
+
+-----------------------------------------------
+CPU time used                    :  00:01:00.63
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_GCD test:
+-----------------------------------------------
+   N = 10,  n = 50000000,  r =  0,   s = 30
+
+
+-----------------------------------------------
+Test results for GCD values:
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.15
+p-value of test                       :    0.56
+
+Kolmogorov-Smirnov- statistic = D-    :    0.17
+p-value of test                       :    0.50
+
+Anderson-Darling statistic = A2       :    0.43
+p-value of test                       :    0.81
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 17430
+Chi-square statistic                  :17364.37
+p-value of test                       :    0.64
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:55.23
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r =  0,   s = 5,   L0 =   50,   L1 =   50
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :   36
+ChiSquare statistic                   :   43.10
+p-value of test                       :    0.19
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :   35
+ChiSquare statistic                   :   36.43
+p-value of test                       :    0.40
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          :   25
+ChiSquare statistic                   :   25.39
+p-value of test                       :    0.44
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :   24
+ChiSquare statistic                   :   30.94
+p-value of test                       :    0.16
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :   17
+ChiSquare statistic                   :   15.14
+p-value of test                       :    0.59
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:47.67
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r = 25,   s = 5,   L0 =   50,   L1 =   50
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :   36
+ChiSquare statistic                   :   42.35
+p-value of test                       :    0.22
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :   35
+ChiSquare statistic                   :   29.93
+p-value of test                       :    0.71
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          :   25
+ChiSquare statistic                   :   25.82
+p-value of test                       :    0.42
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :   24
+ChiSquare statistic                   :   14.97
+p-value of test                       :    0.92
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :   17
+ChiSquare statistic                   :   16.05
+p-value of test                       :    0.52
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:47.55
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 10000000,  r =  0,   s = 10,   L0 = 1000,   L1 = 1000
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :  146
+ChiSquare statistic                   :  154.08
+p-value of test                       :    0.31
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :  146
+ChiSquare statistic                   :  171.32
+p-value of test                       :    0.07
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          :  500
+ChiSquare statistic                   :  464.57
+p-value of test                       :    0.87
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :  136
+ChiSquare statistic                   :  112.27
+p-value of test                       :    0.93
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :   74
+ChiSquare statistic                   :   67.77
+p-value of test                       :    0.68
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:57.23
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 10000000,  r = 20,   s = 10,   L0 = 1000,   L1 = 1000
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :  146
+ChiSquare statistic                   :  148.69
+p-value of test                       :    0.42
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :  146
+ChiSquare statistic                   :  133.69
+p-value of test                       :    0.76
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          :  500
+ChiSquare statistic                   :  458.08
+p-value of test                       :    0.91
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :  136
+ChiSquare statistic                   :  135.77
+p-value of test                       :    0.49
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :   74
+ChiSquare statistic                   :  124.64
+p-value of test                       :  2.1e-4    *****
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:01.53
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 1000000,  r =  0,   s = 15,   L0 = 10000,   L1 = 10000
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :  384
+ChiSquare statistic                   :  432.63
+p-value of test                       :    0.04
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :  384
+ChiSquare statistic                   :  405.71
+p-value of test                       :    0.21
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          : 5000
+ChiSquare statistic                   : 4825.00
+p-value of test                       :    0.96
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :  378
+ChiSquare statistic                   :  369.97
+p-value of test                       :    0.61
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :  200
+ChiSquare statistic                   :  202.46
+p-value of test                       :    0.44
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:47.89
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 1000000,  r = 15,   s = 15,   L0 = 10000,   L1 = 10000
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :  384
+ChiSquare statistic                   :  379.96
+p-value of test                       :    0.55
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :  384
+ChiSquare statistic                   :  391.78
+p-value of test                       :    0.38
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          : 5000
+ChiSquare statistic                   : 4975.04
+p-value of test                       :    0.60
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :  378
+ChiSquare statistic                   :  405.98
+p-value of test                       :    0.15
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :  200
+ChiSquare statistic                   :  198.05
+p-value of test                       :    0.53
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:47.70
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+scomp_LinearComp test:
+-----------------------------------------------
+   N =  1,  n = 400020,  r =  0,    s = 1
+
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   12
+Chi2 statistic for size of jumps      :    8.85
+p-value of test                       :    0.72
+
+
+-----------------------------------------------
+Normal statistic for number of jumps  : -402.80
+p-value of test                       : 1 - eps1    *****
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:07.87
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+scomp_LinearComp test:
+-----------------------------------------------
+   N =  1,  n = 400020,  r = 29,    s = 1
+
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   12
+Chi2 statistic for size of jumps      :   17.02
+p-value of test                       :    0.15
+
+
+-----------------------------------------------
+Normal statistic for number of jumps  : -403.12
+p-value of test                       : 1 - eps1    *****
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:07.88
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+scomp_LempelZiv test:
+-----------------------------------------------
+   N = 10,  n = 134217728,  r =  0,   s =   30,   k =   27
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    : 5.23e-3
+p-value of test                       :    0.9945
+
+Kolmogorov-Smirnov- statistic = D-    :    0.50
+p-value of test                       :  3.9e-3
+
+Anderson-Darling statistic = A2       :    3.80
+p-value of test                       :    0.01
+
+Tests on the sum of all N observations
+Standardized normal statistic         :    2.66
+p-value of test                       :  3.9e-3
+
+Sample variance                       :    0.78
+p-value of test                       :    0.64
+
+-----------------------------------------------
+CPU time used                    :  00:00:55.88
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+scomp_LempelZiv test:
+-----------------------------------------------
+   N = 10,  n = 134217728,  r = 15,   s =   15,   k =   27
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.24
+p-value of test                       :    0.26
+
+Kolmogorov-Smirnov- statistic = D-    :   0.059
+p-value of test                       :    0.90
+
+Anderson-Darling statistic = A2       :    0.75
+p-value of test                       :    0.51
+
+Tests on the sum of all N observations
+Standardized normal statistic         :   -0.85
+p-value of test                       :    0.80
+
+Sample variance                       :    1.33
+p-value of test                       :    0.21
+
+-----------------------------------------------
+CPU time used                    :  00:00:58.47
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sspectral_Fourier3 test:
+-----------------------------------------------
+   N = 100000,  n = 16384,  r =  0,   s =    3,   k =   14
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.017
+p-value of test                       :    0.09
+
+Kolmogorov-Smirnov- statistic = D-    : 7.82e-3
+p-value of test                       :    0.60
+
+Anderson-Darling statistic = A2       :    1.50
+p-value of test                       :    0.18
+
+-----------------------------------------------
+CPU time used                    :  00:00:47.43
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sspectral_Fourier3 test:
+-----------------------------------------------
+   N = 100000,  n = 16384,  r = 27,   s =    3,   k =   14
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    : 5.85e-3
+p-value of test                       :    0.75
+
+Kolmogorov-Smirnov- statistic = D-    :   0.011
+p-value of test                       :    0.35
+
+Anderson-Darling statistic = A2       :    0.50
+p-value of test                       :    0.75
+
+-----------------------------------------------
+CPU time used                    :  00:00:46.69
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_LongestHeadRun test:
+-----------------------------------------------
+   N =  1,  n = 1000,  r =  0,   s = 3,   L = 10000020
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    8
+Chi-square statistic                  :    6.87
+p-value of test                       :    0.55
+
+-----------------------------------------------
+Global longest run of 1               :   31.00
+p-value of test                       :    0.69
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:39.69
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_LongestHeadRun test:
+-----------------------------------------------
+   N =  1,  n = 1000,  r = 27,   s = 3,   L = 10000020
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    8
+Chi-square statistic                  :   11.81
+p-value of test                       :    0.16
+
+-----------------------------------------------
+Global longest run of 1               :   30.00
+p-value of test                       :    0.90
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:43.21
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_PeriodsInStrings test:
+-----------------------------------------------
+   N = 10,  n = 500000000,  r =  0,   s =   10
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.14
+p-value of test                       :    0.63
+
+Kolmogorov-Smirnov- statistic = D-    :    0.25
+p-value of test                       :    0.24
+
+Anderson-Darling statistic = A2       :    1.09
+p-value of test                       :    0.31
+
+Test on the sum of all N observations
+Number of degrees of freedom          :  200
+Chi-square statistic                  :  227.87
+p-value of test                       :    0.09
+
+-----------------------------------------------
+CPU time used                    :  00:02:42.69
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_PeriodsInStrings test:
+-----------------------------------------------
+   N = 10,  n = 500000000,  r = 20,   s =   10
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.28
+p-value of test                       :    0.17
+
+Kolmogorov-Smirnov- statistic = D-    :   0.051
+p-value of test                       :    0.92
+
+Anderson-Darling statistic = A2       :    1.41
+p-value of test                       :    0.20
+
+Test on the sum of all N observations
+Number of degrees of freedom          :  200
+Chi-square statistic                  :  169.60
+p-value of test                       :    0.94
+
+-----------------------------------------------
+CPU time used                    :  00:02:45.37
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingWeight2 test:
+-----------------------------------------------
+   N = 10,  n = 1000000000,  r =  0,   s = 3,   L = 1000000
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.011
+p-value of test                       :    0.99
+
+Kolmogorov-Smirnov- statistic = D-    :    0.28
+p-value of test                       :    0.17
+
+Anderson-Darling statistic = A2       :    1.25
+p-value of test                       :    0.25
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 10000
+Chi-square statistic                  :10213.62
+p-value of test                       :    0.07
+
+-----------------------------------------------
+CPU time used                    :  00:01:05.87
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingWeight2 test:
+-----------------------------------------------
+   N = 10,  n = 1000000000,  r = 27,   s = 3,   L = 1000000
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.14
+p-value of test                       :    0.63
+
+Kolmogorov-Smirnov- statistic = D-    :    0.13
+p-value of test                       :    0.64
+
+Anderson-Darling statistic = A2       :    0.26
+p-value of test                       :    0.97
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 10000
+Chi-square statistic                  :10005.36
+p-value of test                       :    0.48
+
+-----------------------------------------------
+CPU time used                    :  00:01:07.94
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingCorr test:
+-----------------------------------------------
+   N =  1,  n = 1000000000,  r = 10,   s = 10,   L = 30
+
+
+
+-----------------------------------------------
+Normal statistic                      :   -0.28
+p-value of test                       :    0.61
+
+-----------------------------------------------
+CPU time used                    :  00:01:20.95
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingCorr test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r = 10,   s = 10,   L = 300
+
+
+
+-----------------------------------------------
+Normal statistic                      :   -0.90
+p-value of test                       :    0.82
+
+-----------------------------------------------
+CPU time used                    :  00:01:17.92
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingCorr test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r = 10,   s = 10,   L = 1200
+
+
+
+-----------------------------------------------
+Normal statistic                      :   -0.58
+p-value of test                       :    0.72
+
+-----------------------------------------------
+CPU time used                    :  00:05:04.84
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N = 10,  n = 30000000,  r =  0,   s = 3,   L = 30,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.35
+p-value of test                       :    0.07
+
+Kolmogorov-Smirnov- statistic = D-    :    0.17
+p-value of test                       :    0.51
+
+Anderson-Darling statistic = A2       :    1.34
+p-value of test                       :    0.22
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 4890
+Chi-square statistic                  : 4806.11
+p-value of test                       :    0.80
+
+-----------------------------------------------
+CPU time used                    :  00:02:08.69
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N = 10,  n = 30000000,  r = 27,   s = 3,   L = 30,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.29
+p-value of test                       :    0.15
+
+Kolmogorov-Smirnov- statistic = D-    :   0.080
+p-value of test                       :    0.84
+
+Anderson-Darling statistic = A2       :    1.26
+p-value of test                       :    0.25
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 4890
+Chi-square statistic                  : 4777.81
+p-value of test                       :    0.87
+
+-----------------------------------------------
+CPU time used                    :  00:02:15.05
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N =  1,  n = 30000000,  r =  0,   s = 4,   L = 300,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+Number of degrees of freedom          : 4117
+Chi-square statistic                  : 4011.25
+p-value of test                       :    0.88
+
+-----------------------------------------------
+CPU time used                    :  00:01:37.12
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N =  1,  n = 30000000,  r = 26,   s = 4,   L = 300,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+Number of degrees of freedom          : 4117
+Chi-square statistic                  : 4087.74
+p-value of test                       :    0.62
+
+-----------------------------------------------
+CPU time used                    :  00:01:42.20
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N =  1,  n = 10000000,  r =  0,   s = 5,   L = 1200,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+Number of degrees of freedom          : 11825
+Chi-square statistic                  :11923.85
+p-value of test                       :    0.26
+
+-----------------------------------------------
+CPU time used                    :  00:01:45.77
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N =  1,  n = 10000000,  r = 25,   s = 5,   L = 1200,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+Number of degrees of freedom          : 11825
+Chi-square statistic                  :11790.47
+p-value of test                       :    0.59
+
+-----------------------------------------------
+CPU time used                    :  00:01:52.06
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_Run test:
+-----------------------------------------------
+   N =  1,  n = 2000000000,  r =  0,   s =    3
+
+
+-----------------------------------------------
+Total number of 1 runs:  2000000000
+
+Number of degrees of freedom          :   54
+Chi2 statistic for number of runs     :   62.77
+p-value of test                       :    0.19
+
+
+-----------------------------------------------
+Total number of bits:  7999998744
+
+Normal statistic for number of bits   : -9.93e-3
+p-value of test                       :    0.50
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:22.35
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_Run test:
+-----------------------------------------------
+   N =  1,  n = 2000000000,  r = 27,   s =    3
+
+
+-----------------------------------------------
+Total number of 1 runs:  2000000000
+
+Number of degrees of freedom          :   54
+Chi2 statistic for number of runs     :   56.15
+p-value of test                       :    0.39
+
+
+-----------------------------------------------
+Total number of bits:  8000165136
+
+Normal statistic for number of bits   :    1.31
+p-value of test                       :    0.10
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:21.93
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_AutoCor test:
+-----------------------------------------------
+   N = 10,  n = 1000000030,  r =  0,   s = 3,   d = 1
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.21
+p-value of test                       :    0.38
+
+Kolmogorov-Smirnov- statistic = D-    :   0.094
+p-value of test                       :    0.79
+
+Anderson-Darling statistic = A2       :    0.51
+p-value of test                       :    0.73
+
+Tests on the sum of all N observations
+Standardized normal statistic         :   -0.74
+p-value of test                       :    0.77
+
+Sample variance                       :    1.37
+p-value of test                       :    0.20
+
+-----------------------------------------------
+CPU time used                    :  00:02:42.30
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_AutoCor test:
+-----------------------------------------------
+   N = 10,  n = 1000000029,  r =  0,   s = 3,   d = 3
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.26
+p-value of test                       :    0.22
+
+Kolmogorov-Smirnov- statistic = D-    :    0.12
+p-value of test                       :    0.68
+
+Anderson-Darling statistic = A2       :    0.67
+p-value of test                       :    0.58
+
+Tests on the sum of all N observations
+Standardized normal statistic         :   -0.52
+p-value of test                       :    0.70
+
+Sample variance                       :    0.77
+p-value of test                       :    0.64
+
+-----------------------------------------------
+CPU time used                    :  00:02:19.46
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_AutoCor test:
+-----------------------------------------------
+   N = 10,  n = 1000000030,  r = 27,   s = 3,   d = 1
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.13
+p-value of test                       :    0.66
+
+Kolmogorov-Smirnov- statistic = D-    :    0.31
+p-value of test                       :    0.12
+
+Anderson-Darling statistic = A2       :    0.87
+p-value of test                       :    0.43
+
+Tests on the sum of all N observations
+Standardized normal statistic         :    0.66
+p-value of test                       :    0.25
+
+Sample variance                       :    0.56
+p-value of test                       :    0.83
+
+-----------------------------------------------
+CPU time used                    :  00:02:42.70
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_AutoCor test:
+-----------------------------------------------
+   N = 10,  n = 1000000029,  r = 27,   s = 3,   d = 3
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.27
+p-value of test                       :    0.19
+
+Kolmogorov-Smirnov- statistic = D-    :   0.052
+p-value of test                       :    0.92
+
+Anderson-Darling statistic = A2       :    1.30
+p-value of test                       :    0.23
+
+Tests on the sum of all N observations
+Standardized normal statistic         :   -1.55
+p-value of test                       :    0.94
+
+Sample variance                       :    1.53
+p-value of test                       :    0.13
+
+-----------------------------------------------
+CPU time used                    :  00:02:22.71
+
+Generator state:
+N/A
+
+
+
+
+========= Summary results of BigCrush =========
+
+ Version:          TestU01 1.2.3
+ Generator:        stdin
+ Number of statistics:  160
+ Total CPU time:   04:13:42.18
+ The following tests gave p-values outside [0.001, 0.9990]:
+ (eps  means a value < 1.0e-300):
+ (eps1 means a value < 1.0e-15):
+
+       Test                          p-value
+ ----------------------------------------------
+ 77  RandomWalk1 C (L=1000, r=20)    2.1e-4
+ 80  LinearComp, r = 0              1 - eps1
+ 81  LinearComp, r = 29             1 - eps1
+ ----------------------------------------------
+ All other tests were passed
+
+
+
+# 
+# Test duration: 1387.1398675355167 minutes
+# 
diff --git a/src/site/resources/txt/userguide/rng/stress/tu/run_1/tu_6 b/src/site/resources/txt/userguide/rng/stress/tu/run_1/tu_6
new file mode 100644
index 000000000..f8e08a33b
--- /dev/null
+++ b/src/site/resources/txt/userguide/rng/stress/tu/run_1/tu_6
@@ -0,0 +1,3804 @@
+# 
+# RNG: org.apache.commons.math4.rng.internal.source32.Well19937c
+# 
+# Java: 1.8.0_66
+# Runtime: 1.8.0_66-b17
+# JVM: Java HotSpot(TM) 64-Bit Server VM 25.66-b17
+# OS: Linux 3.16.0-4-amd64 amd64
+# 
+# Analyzer: ./stdin2testu01 BigCrush 
+# 
+xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
+                 Starting BigCrush
+                 Version: TestU01 1.2.3
+xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
+
+
+***********************************************************
+Test smarsa_SerialOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N =  1,  n = 1000000000,  r =  0,   d =  256,   t =  3,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =           16777216
+       Expected number per cell =   59.604645
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =   0.0083558402,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          : 16711680
+Value of the statistic                : 1.67e+7
+p-value of test                       :    0.16
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:17.49
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_SerialOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N =  1,  n = 1000000000,  r = 22,   d =  256,   t =  3,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =           16777216
+       Expected number per cell =   59.604645
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =   0.0083558402,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          : 16711680
+Value of the statistic                : 1.67e+7
+p-value of test                       :  1.9e-3
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:42.55
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  0,   d = 2097152,   t =  2,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1351
+p-value of test                       :    0.63
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334471
+  j =  1                              :        599997298
+  j =  2                              :             1351
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:04:22.88
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  9,   d = 2097152,   t =  2,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1320
+p-value of test                       :    0.88
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334440
+  j =  1                              :        599997360
+  j =  2                              :             1320
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:04:16.19
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  0,   d = 16384,   t =  3,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1384
+p-value of test                       :    0.30
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334504
+  j =  1                              :        599997232
+  j =  2                              :             1384
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:05:35.90
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r = 16,   d = 16384,   t =  3,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1348
+p-value of test                       :    0.66
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334468
+  j =  1                              :        599997304
+  j =  2                              :             1348
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:05:42.91
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  0,   d =   64,   t =  7,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1328
+p-value of test                       :    0.83
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334448
+  j =  1                              :        599997344
+  j =  2                              :             1328
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:05:36.71
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r = 24,   d =   64,   t =  7,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1348
+p-value of test                       :    0.66
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334468
+  j =  1                              :        599997304
+  j =  2                              :             1348
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:05:33.30
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  0,   d =    8,   t = 14,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1410
+p-value of test                       :    0.11
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334530
+  j =  1                              :        599997180
+  j =  2                              :             1410
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:05:45.46
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r = 27,   d =    8,   t = 14,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1380
+p-value of test                       :    0.34
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334500
+  j =  1                              :        599997240
+  j =  2                              :             1380
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:05:47.94
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  0,   d =    4,   t = 21,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1373
+p-value of test                       :    0.41
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334493
+  j =  1                              :        599997254
+  j =  2                              :             1373
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:05:58.94
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r = 28,   d =    4,   t = 21,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1303
+p-value of test                       :    0.95
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334423
+  j =  1                              :        599997394
+  j =  2                              :             1303
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:05:53.05
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 100,  n = 10000000,  r =  0,    d = 2147483648,    t = 2,    p = 1
+
+
+      Number of cells = d^t = 4611686018427387904
+      Lambda = Poisson mean =      54.2101
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    5421.01
+Total observed number                 :    5438
+p-value of test                       :    0.41
+
+
+-----------------------------------------------
+CPU time used                    :  00:04:24.51
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 20000000,  r =  0,    d = 2097152,    t = 3,    p = 1
+
+
+      Number of cells = d^t = 9223372036854775808
+      Lambda = Poisson mean =     216.8404
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    4336.81
+Total observed number                 :    4296
+p-value of test                       :    0.73
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:57.63
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 30000000,  r = 14,    d = 65536,    t = 4,    p = 1
+
+
+      Number of cells = d^t = 18446744073709551616
+      Lambda = Poisson mean =     365.9182
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    7318.36
+Total observed number                 :    7215
+p-value of test                       :    0.89
+
+
+-----------------------------------------------
+CPU time used                    :  00:03:09.82
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 20000000,  r =  0,    d = 512,    t = 7,    p = 1
+
+
+      Number of cells = d^t = 9223372036854775808
+      Lambda = Poisson mean =     216.8404
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    4336.81
+Total observed number                 :    4312
+p-value of test                       :    0.64
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:21.06
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 20000000,  r =  7,    d = 512,    t = 7,    p = 1
+
+
+      Number of cells = d^t = 9223372036854775808
+      Lambda = Poisson mean =     216.8404
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    4336.81
+Total observed number                 :    4263
+p-value of test                       :    0.87
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:27.47
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 30000000,  r = 14,    d = 256,    t = 8,    p = 1
+
+
+      Number of cells = d^t = 18446744073709551616
+      Lambda = Poisson mean =     365.9182
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    7318.36
+Total observed number                 :    7413
+p-value of test                       :    0.14
+
+
+-----------------------------------------------
+CPU time used                    :  00:03:57.06
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 30000000,  r = 22,    d = 256,    t = 8,    p = 1
+
+
+      Number of cells = d^t = 18446744073709551616
+      Lambda = Poisson mean =     365.9182
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    7318.36
+Total observed number                 :    7382
+p-value of test                       :    0.23
+
+
+-----------------------------------------------
+CPU time used                    :  00:04:00.22
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 30000000,  r =  0,    d = 16,    t = 16,    p = 1
+
+
+      Number of cells = d^t = 18446744073709551616
+      Lambda = Poisson mean =     365.9182
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    7318.36
+Total observed number                 :    7266
+p-value of test                       :    0.73
+
+
+-----------------------------------------------
+CPU time used                    :  00:05:04.01
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 30000000,  r = 26,    d = 16,    t = 16,    p = 1
+
+
+      Number of cells = d^t = 18446744073709551616
+      Lambda = Poisson mean =     365.9182
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    7318.36
+Total observed number                 :    7230
+p-value of test                       :    0.85
+
+
+-----------------------------------------------
+CPU time used                    :  00:05:26.09
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+snpair_ClosePairs test:
+-----------------------------------------------
+   N = 30,  n = 6000000,  r =  0,  t = 3,  p = 0,  m = 30,  Torus =  TRUE
+
+
+---------------------------------------
+Test based on the 2 nearest points (NP):
+
+Stat. AD on the N values (NP)         :    0.77
+p-value of test                       :    0.50
+
+
+A2 test based on the spacings between the
+   successive jump times of process Y_n(t):
+
+A2 test on the values of A2 (m-NP)    :    2.35
+p-value of test                       :    0.06
+
+Test on the Nm values of W_{n,i}(mNP1):    2.25
+p-value of test                       :    0.07
+
+Test on the jump times of Y
+   (superposition of Yn):
+
+Expected number of jumps of Y = mN    :     900
+Number of jumps of Y                  :     864
+p-value of test                       :    0.88
+
+Stat. AD (mNP2)                       :    3.12
+p-value of test                       :    0.02
+
+Stat. AD after spacings (mNP2-S)      :    0.50
+p-value of test                       :    0.75
+
+-----------------------------------------------
+CPU time used                    :  00:03:16.18
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+snpair_ClosePairs test:
+-----------------------------------------------
+   N = 20,  n = 4000000,  r =  0,  t = 5,  p = 0,  m = 30,  Torus =  TRUE
+
+
+---------------------------------------
+Test based on the 2 nearest points (NP):
+
+Stat. AD on the N values (NP)         :    0.41
+p-value of test                       :    0.84
+
+
+A2 test based on the spacings between the
+   successive jump times of process Y_n(t):
+
+A2 test on the values of A2 (m-NP)    :    1.94
+p-value of test                       :    0.10
+
+Test on the Nm values of W_{n,i}(mNP1):    1.81
+p-value of test                       :    0.12
+
+Test on the jump times of Y
+   (superposition of Yn):
+
+Expected number of jumps of Y = mN    :     600
+Number of jumps of Y                  :     577
+p-value of test                       :    0.82
+
+Stat. AD (mNP2)                       :    0.38
+p-value of test                       :    0.86
+
+Stat. AD after spacings (mNP2-S)      :    0.64
+p-value of test                       :    0.61
+
+-----------------------------------------------
+CPU time used                    :  00:02:06.22
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+snpair_ClosePairs test:
+-----------------------------------------------
+   N = 10,  n = 3000000,  r =  0,  t = 9,  p = 0,  m = 30,  Torus =  TRUE
+
+
+---------------------------------------
+Test based on the 2 nearest points (NP):
+
+Stat. AD on the N values (NP)         :    1.37
+p-value of test                       :    0.21
+
+
+A2 test based on the spacings between the
+   successive jump times of process Y_n(t):
+
+A2 test on the values of A2 (m-NP)    :    1.14
+p-value of test                       :    0.29
+
+Test on the Nm values of W_{n,i}(mNP1):    0.47
+p-value of test                       :    0.78
+
+Test on the jump times of Y
+   (superposition of Yn):
+
+Expected number of jumps of Y = mN    :     300
+Number of jumps of Y                  :     301
+p-value of test                       :    0.48
+
+Stat. AD (mNP2)                       :    1.54
+p-value of test                       :    0.17
+
+Stat. AD after spacings (mNP2-S)      :    1.52
+p-value of test                       :    0.17
+
+-----------------------------------------------
+CPU time used                    :  00:03:03.36
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+snpair_ClosePairs test:
+-----------------------------------------------
+   N =  5,  n = 2000000,  r =  0,  t = 16,  p = 0,  m = 30,  Torus =  TRUE
+
+
+---------------------------------------
+Test based on the 2 nearest points (NP):
+
+Stat. AD on the N values (NP)         :    0.81
+p-value of test                       :    0.47
+
+
+A2 test based on the spacings between the
+   successive jump times of process Y_n(t):
+
+A2 test on the values of A2 (m-NP)    :    0.41
+p-value of test                       :    0.83
+
+Test on the Nm values of W_{n,i}(mNP1):    1.13
+p-value of test                       :    0.30
+
+Test on the jump times of Y
+   (superposition of Yn):
+
+Expected number of jumps of Y = mN    :     150
+Number of jumps of Y                  :     134
+p-value of test                       :    0.90
+
+Stat. AD (mNP2)                       :    0.25
+p-value of test                       :    0.97
+
+Stat. AD after spacings (mNP2-S)      :    1.97
+p-value of test                       :    0.10
+
+-----------------------------------------------
+CPU time used                    :  00:03:20.86
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_SimpPoker test:
+-----------------------------------------------
+   N =  1,  n = 400000000,  r =  0,   d =    8,   k =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    7
+Chi-square statistic                  :    1.31
+p-value of test                       :    0.99
+
+-----------------------------------------------
+CPU time used                    :  00:01:16.31
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_SimpPoker test:
+-----------------------------------------------
+   N =  1,  n = 400000000,  r = 27,   d =    8,   k =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    7
+Chi-square statistic                  :   19.73
+p-value of test                       :  6.2e-3
+
+-----------------------------------------------
+CPU time used                    :  00:01:25.23
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_SimpPoker test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r =  0,   d =   32,   k =   32
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   18
+Chi-square statistic                  :   19.07
+p-value of test                       :    0.39
+
+-----------------------------------------------
+CPU time used                    :  00:01:19.15
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_SimpPoker test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r = 25,   d =   32,   k =   32
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   18
+Chi-square statistic                  :   13.00
+p-value of test                       :    0.79
+
+-----------------------------------------------
+CPU time used                    :  00:01:26.59
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_CouponCollector test:
+-----------------------------------------------
+   N =  1,  n = 200000000,  r =  0,   d =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   54
+Chi-square statistic                  :   65.15
+p-value of test                       :    0.14
+
+-----------------------------------------------
+CPU time used                    :  00:01:39.60
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_CouponCollector test:
+-----------------------------------------------
+   N =  1,  n = 200000000,  r = 10,   d =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   54
+Chi-square statistic                  :   52.33
+p-value of test                       :    0.54
+
+-----------------------------------------------
+CPU time used                    :  00:01:58.34
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_CouponCollector test:
+-----------------------------------------------
+   N =  1,  n = 200000000,  r = 20,   d =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   54
+Chi-square statistic                  :   48.91
+p-value of test                       :    0.67
+
+-----------------------------------------------
+CPU time used                    :  00:01:55.10
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_CouponCollector test:
+-----------------------------------------------
+   N =  1,  n = 200000000,  r = 27,   d =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   54
+Chi-square statistic                  :   55.15
+p-value of test                       :    0.43
+
+-----------------------------------------------
+CPU time used                    :  00:01:55.77
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Gap test:
+-----------------------------------------------
+   N =  1,  n = 500000000,  r =  0,   Alpha =        0,   Beta  =   0.0625
+
+
+-----------------------------------------------
+Number of degrees of freedom          :  232
+Chi-square statistic                  :  211.34
+p-value of test                       :    0.83
+
+-----------------------------------------------
+CPU time used                    :  00:02:09.39
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Gap test:
+-----------------------------------------------
+   N =  1,  n = 300000000,  r = 25,   Alpha =        0,   Beta  =  0.03125
+
+
+-----------------------------------------------
+Number of degrees of freedom          :  434
+Chi-square statistic                  :  463.29
+p-value of test                       :    0.16
+
+-----------------------------------------------
+CPU time used                    :  00:02:56.40
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Gap test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r =  0,   Alpha =        0,   Beta  = 0.0078125
+
+
+-----------------------------------------------
+Number of degrees of freedom          : 1437
+Chi-square statistic                  : 1320.58
+p-value of test                       :    0.99
+
+-----------------------------------------------
+CPU time used                    :  00:03:05.47
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Gap test:
+-----------------------------------------------
+   N =  1,  n = 10000000,  r = 20,   Alpha =        0,   Beta  = 0.000976562
+
+
+-----------------------------------------------
+Number of degrees of freedom          : 7046
+Chi-square statistic                  : 7157.94
+p-value of test                       :    0.17
+
+-----------------------------------------------
+CPU time used                    :  00:02:59.72
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Run test:
+-----------------------------------------------
+   N =  5,  n = 1000000000,  r =  0,   Up = FALSE
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.15
+p-value of test                       :    0.73
+
+Kolmogorov-Smirnov- statistic = D-    :    0.37
+p-value of test                       :    0.19
+
+Anderson-Darling statistic = A2       :    1.12
+p-value of test                       :    0.30
+
+Test on the sum of all N observations
+Number of degrees of freedom          :   30
+Chi-square statistic                  :   35.49
+p-value of test                       :    0.23
+
+-----------------------------------------------
+CPU time used                    :  00:01:42.61
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Run test:
+-----------------------------------------------
+   N = 10,  n = 1000000000,  r = 15,   Up =  TRUE
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.31
+p-value of test                       :    0.12
+
+Kolmogorov-Smirnov- statistic = D-    :   0.022
+p-value of test                       :    0.97
+
+Anderson-Darling statistic = A2       :    1.53
+p-value of test                       :    0.17
+
+Test on the sum of all N observations
+Number of degrees of freedom          :   60
+Chi-square statistic                  :   42.48
+p-value of test                       :    0.96
+
+-----------------------------------------------
+CPU time used                    :  00:04:02.06
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_Permutation calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N =  1,  n = 1000000000,  r =  5,   t =  3,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =                  6
+       Expected number per cell =  1.6666667e+08
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =  2.5000002e-09,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          :    5
+Value of the statistic                :    3.81
+p-value of test                       :    0.58
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:10.22
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_Permutation calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N =  1,  n = 1000000000,  r =  5,   t =  5,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =                120
+       Expected number per cell =   8333333.3
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =  5.9500005e-08,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          :  119
+Value of the statistic                :  125.17
+p-value of test                       :    0.33
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:02.31
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_Permutation calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N =  1,  n = 500000000,  r =  5,   t =  7,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =               5040
+       Expected number per cell =   99206.349
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =  5.0390004e-06,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          : 5039
+Value of the statistic                : 4870.21
+p-value of test                       :    0.95
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:31.71
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_Permutation calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N =  1,  n = 500000000,  r = 10,   t = 10,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =            3628800
+       Expected number per cell =    137.7866
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =   0.0036287993,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          : 3628799
+Value of the statistic                : 3.63e+6
+p-value of test                       :    0.17
+
+
+-----------------------------------------------
+CPU time used                    :  00:03:08.62
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_CollisionPermut calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N = 20,  n = 20000000,  r =  0,   t = 14,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =        87178291200
+       Expected number per cell =  1 /  4358.9146
+       EColl = n^2 / (2k) =   2294.14912
+       Hashing =   TRUE
+
+       Collision test,    Mu =      2293.9736,    Sigma =    47.8841
+
+-----------------------------------------------
+Test Results for Collisions
+
+For the total number of collisions, we use
+      the Poisson approximation:
+Expected number of collisions = N*Mu  :    45879.47
+Observed number of collisions         :    45971
+p-value of test                       :    0.34
+
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :    1743165869971
+  j =  1                              :        399908064
+  j =  2                              :            45959
+  j =  3                              :                6
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:04:25.12
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_CollisionPermut calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N = 20,  n = 20000000,  r = 10,   t = 14,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =        87178291200
+       Expected number per cell =  1 /  4358.9146
+       EColl = n^2 / (2k) =   2294.14912
+       Hashing =   TRUE
+
+       Collision test,    Mu =      2293.9736,    Sigma =    47.8841
+
+-----------------------------------------------
+Test Results for Collisions
+
+For the total number of collisions, we use
+      the Poisson approximation:
+Expected number of collisions = N*Mu  :    45879.47
+Observed number of collisions         :    45872
+p-value of test                       :    0.51
+
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :    1743165869872
+  j =  1                              :        399908261
+  j =  2                              :            45862
+  j =  3                              :                5
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:04:31.45
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_MaxOft test:
+-----------------------------------------------
+   N = 40,  n = 10000000,  r =  0,   d = 100000,   t =  8
+
+      Number of categories = 100000
+      Expected number per category  = 100.00
+
+
+-----------------------------------------------
+Test results for chi2 with 99999 degrees of freedom:
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.073
+p-value of test                       :    0.62
+
+Kolmogorov-Smirnov- statistic = D-    :    0.13
+p-value of test                       :    0.22
+
+Anderson-Darling statistic = A2       :    0.93
+p-value of test                       :    0.40
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 3999960
+Chi-square statistic                  : 4.00e+6
+p-value of test                       :    0.30
+
+
+-----------------------------------------------
+Test results for Anderson-Darling:
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.16
+p-value of test                       :    0.13
+
+Kolmogorov-Smirnov- statistic = D-    :   0.048
+p-value of test                       :    0.80
+
+Anderson-Darling statistic = A2       :    1.16
+p-value of test                       :    0.28
+
+
+-----------------------------------------------
+CPU time used                    :  00:03:18.02
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_MaxOft test:
+-----------------------------------------------
+   N = 30,  n = 10000000,  r =  0,   d = 100000,   t = 16
+
+      Number of categories = 100000
+      Expected number per category  = 100.00
+
+
+-----------------------------------------------
+Test results for chi2 with 99999 degrees of freedom:
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.21
+p-value of test                       :    0.06
+
+Kolmogorov-Smirnov- statistic = D-    :   0.030
+p-value of test                       :    0.93
+
+Anderson-Darling statistic = A2       :    2.54
+p-value of test                       :    0.05
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 2999970
+Chi-square statistic                  : 2.99e+6
+p-value of test                       :    0.98
+
+
+-----------------------------------------------
+Test results for Anderson-Darling:
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.097
+p-value of test                       :    0.53
+
+Kolmogorov-Smirnov- statistic = D-    :    0.15
+p-value of test                       :    0.22
+
+Anderson-Darling statistic = A2       :    0.81
+p-value of test                       :    0.47
+
+
+-----------------------------------------------
+CPU time used                    :  00:03:04.14
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_MaxOft test:
+-----------------------------------------------
+   N = 20,  n = 10000000,  r =  0,   d = 100000,   t = 24
+
+      Number of categories = 100000
+      Expected number per category  = 100.00
+
+
+-----------------------------------------------
+Test results for chi2 with 99999 degrees of freedom:
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.18
+p-value of test                       :    0.23
+
+Kolmogorov-Smirnov- statistic = D-    :   0.085
+p-value of test                       :    0.71
+
+Anderson-Darling statistic = A2       :    0.35
+p-value of test                       :    0.89
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 1999980
+Chi-square statistic                  : 2.00e+6
+p-value of test                       :    0.60
+
+
+-----------------------------------------------
+Test results for Anderson-Darling:
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.16
+p-value of test                       :    0.33
+
+Kolmogorov-Smirnov- statistic = D-    :   0.071
+p-value of test                       :    0.78
+
+Anderson-Darling statistic = A2       :    0.34
+p-value of test                       :    0.90
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:31.56
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_MaxOft test:
+-----------------------------------------------
+   N = 20,  n = 10000000,  r =  0,   d = 100000,   t = 32
+
+      Number of categories = 100000
+      Expected number per category  = 100.00
+
+
+-----------------------------------------------
+Test results for chi2 with 99999 degrees of freedom:
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.12
+p-value of test                       :    0.52
+
+Kolmogorov-Smirnov- statistic = D-    :    0.24
+p-value of test                       :    0.08
+
+Anderson-Darling statistic = A2       :    0.80
+p-value of test                       :    0.48
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 1999980
+Chi-square statistic                  : 2.00e+6
+p-value of test                       :    0.37
+
+
+-----------------------------------------------
+Test results for Anderson-Darling:
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.076
+p-value of test                       :    0.76
+
+Kolmogorov-Smirnov- statistic = D-    :    0.16
+p-value of test                       :    0.33
+
+Anderson-Darling statistic = A2       :    0.36
+p-value of test                       :    0.89
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:48.93
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleProd test:
+-----------------------------------------------
+   N = 40,  n = 10000000,  r =  0,   t = 8
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.079
+p-value of test                       :    0.58
+
+Kolmogorov-Smirnov- statistic = D-    :    0.13
+p-value of test                       :    0.22
+
+Anderson-Darling statistic = A2       :    0.73
+p-value of test                       :    0.53
+
+-----------------------------------------------
+CPU time used                    :  00:02:30.87
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleProd test:
+-----------------------------------------------
+   N = 20,  n = 10000000,  r =  0,   t = 16
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.20
+p-value of test                       :    0.19
+
+Kolmogorov-Smirnov- statistic = D-    :    0.14
+p-value of test                       :    0.40
+
+Anderson-Darling statistic = A2       :    0.61
+p-value of test                       :    0.63
+
+-----------------------------------------------
+CPU time used                    :  00:01:42.76
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleProd test:
+-----------------------------------------------
+   N = 20,  n = 10000000,  r =  0,   t = 24
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.11
+p-value of test                       :    0.60
+
+Kolmogorov-Smirnov- statistic = D-    :   0.077
+p-value of test                       :    0.75
+
+Anderson-Darling statistic = A2       :    0.22
+p-value of test                       :    0.99
+
+-----------------------------------------------
+CPU time used                    :  00:02:16.45
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleMean test:
+-----------------------------------------------
+   N = 20000000,  n = 30,  r =  0
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    : 2.73e-4
+p-value of test                       :    0.05
+
+Kolmogorov-Smirnov- statistic = D-    : 1.47e-4
+p-value of test                       :    0.42
+
+Anderson-Darling statistic = A2       :    1.26
+p-value of test                       :    0.24
+
+-----------------------------------------------
+CPU time used                    :  00:00:32.20
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleMean test:
+-----------------------------------------------
+   N = 20000000,  n = 30,  r = 10
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    : 1.75e-4
+p-value of test                       :    0.30
+
+Kolmogorov-Smirnov- statistic = D-    : 2.31e-5
+p-value of test                       :    0.98
+
+Anderson-Darling statistic = A2       :    0.91
+p-value of test                       :    0.41
+
+-----------------------------------------------
+CPU time used                    :  00:00:34.62
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleCorr test:
+-----------------------------------------------
+   N =  1,  n = 2000000000,  r =  0,   k = 1
+
+
+-----------------------------------------------
+Normal statistic                      :    0.12
+p-value of test                       :    0.45
+
+-----------------------------------------------
+CPU time used                    :  00:00:33.23
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleCorr test:
+-----------------------------------------------
+   N =  1,  n = 2000000000,  r =  0,   k = 2
+
+
+-----------------------------------------------
+Normal statistic                      :    1.73
+p-value of test                       :    0.04
+
+-----------------------------------------------
+CPU time used                    :  00:00:31.48
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_AppearanceSpacings test:
+-----------------------------------------------
+   N =  1,   Q = 10000000,   K = 1000000000,   r = 0,   s = 3,   L = 15
+
+   Sequences of n = (K + Q)L =  15150000000 bits
+   Q = 10000000 initialization blocks
+   K = 1000000000 blocks for the test
+   the blocks have L = 15 bits
+
+
+
+-----------------------------------------------
+Normal statistic                      :   -0.92
+p-value of test                       :    0.82
+
+-----------------------------------------------
+CPU time used                    :  00:01:58.11
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_AppearanceSpacings test:
+-----------------------------------------------
+   N =  1,   Q = 10000000,   K = 1000000000,   r = 27,   s = 3,   L = 15
+
+   Sequences of n = (K + Q)L =  15150000000 bits
+   Q = 10000000 initialization blocks
+   K = 1000000000 blocks for the test
+   the blocks have L = 15 bits
+
+
+
+-----------------------------------------------
+Normal statistic                      :   -1.05
+p-value of test                       :    0.85
+
+-----------------------------------------------
+CPU time used                    :  00:02:04.13
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r =  0,  k = 256,  Alpha =      0,  Beta =   0.25
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   67
+Chi-square statistic                  :   52.88
+p-value of test                       :    0.90
+
+-----------------------------------------------
+CPU time used                    :  00:01:21.64
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r = 20,  k = 256,  Alpha =      0,  Beta =   0.25
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   67
+Chi-square statistic                  :   66.77
+p-value of test                       :    0.48
+
+-----------------------------------------------
+CPU time used                    :  00:01:40.71
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r = 28,  k = 256,  Alpha =      0,  Beta =   0.25
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   67
+Chi-square statistic                  :   69.57
+p-value of test                       :    0.39
+
+-----------------------------------------------
+CPU time used                    :  00:01:34.85
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r =  0,  k = 256,  Alpha =      0,  Beta = 0.0625
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   37
+Chi-square statistic                  :   49.58
+p-value of test                       :    0.08
+
+-----------------------------------------------
+CPU time used                    :  00:01:20.95
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r = 10,  k = 256,  Alpha =      0,  Beta = 0.0625
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   37
+Chi-square statistic                  :   35.03
+p-value of test                       :    0.56
+
+-----------------------------------------------
+CPU time used                    :  00:01:34.56
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r = 26,  k = 256,  Alpha =      0,  Beta = 0.0625
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   37
+Chi-square statistic                  :   29.34
+p-value of test                       :    0.81
+
+-----------------------------------------------
+CPU time used                    :  00:01:37.37
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SumCollector test:
+-----------------------------------------------
+   N =  1,  n = 500000000,  r =  0,   g = 10
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   29
+Chi-square statistic                  :   28.85
+p-value of test                       :    0.47
+
+-----------------------------------------------
+CPU time used                    :  00:02:48.45
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N = 10,  n = 1000000,  r =  0,    s = 5,    L = 30,    k = 30
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.22
+p-value of test                       :    0.33
+
+Kolmogorov-Smirnov- statistic = D-    :    0.17
+p-value of test                       :    0.51
+
+Anderson-Darling statistic = A2       :    0.59
+p-value of test                       :    0.65
+
+Test on the sum of all N observations
+Number of degrees of freedom          :   40
+Chi-square statistic                  :   35.84
+p-value of test                       :    0.66
+
+-----------------------------------------------
+CPU time used                    :  00:01:24.67
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N = 10,  n = 1000000,  r = 25,    s = 5,    L = 30,    k = 30
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.25
+p-value of test                       :    0.25
+
+Kolmogorov-Smirnov- statistic = D-    :   0.090
+p-value of test                       :    0.81
+
+Anderson-Darling statistic = A2       :    0.59
+p-value of test                       :    0.65
+
+Test on the sum of all N observations
+Number of degrees of freedom          :   40
+Chi-square statistic                  :   33.62
+p-value of test                       :    0.75
+
+-----------------------------------------------
+CPU time used                    :  00:01:21.06
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N =  1,  n = 5000,  r =  0,    s = 4,    L = 1000,    k = 1000
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    3
+Chi-square statistic                  :   10.69
+p-value of test                       :    0.01
+
+-----------------------------------------------
+CPU time used                    :  00:02:26.95
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N =  1,  n = 5000,  r = 26,    s = 4,    L = 1000,    k = 1000
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    3
+Chi-square statistic                  :    2.76
+p-value of test                       :    0.43
+
+-----------------------------------------------
+CPU time used                    :  00:02:19.72
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N =  1,  n = 80,  r = 15,    s = 15,    L = 5000,    k = 5000
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    2
+Chi-square statistic                  :    0.32
+p-value of test                       :    0.85
+
+-----------------------------------------------
+CPU time used                    :  00:01:33.20
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N =  1,  n = 80,  r =  0,    s = 30,    L = 5000,    k = 5000
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    2
+Chi-square statistic                  :    5.34
+p-value of test                       :    0.07
+
+-----------------------------------------------
+CPU time used                    :  00:01:17.76
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_Savir2 test:
+-----------------------------------------------
+   N = 10,  n = 10000000,  r = 10,    m = 1048576,    t = 30
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.23
+p-value of test                       :    0.32
+
+Kolmogorov-Smirnov- statistic = D-    :    0.18
+p-value of test                       :    0.46
+
+Anderson-Darling statistic = A2       :    0.69
+p-value of test                       :    0.56
+
+Test on the sum of all N observations
+Number of degrees of freedom          :  130
+Chi-square statistic                  :  124.85
+p-value of test                       :    0.61
+
+-----------------------------------------------
+CPU time used                    :  00:00:58.92
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_GCD test:
+-----------------------------------------------
+   N = 10,  n = 50000000,  r =  0,   s = 30
+
+
+-----------------------------------------------
+Test results for GCD values:
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.27
+p-value of test                       :    0.19
+
+Kolmogorov-Smirnov- statistic = D-    :    0.10
+p-value of test                       :    0.75
+
+Anderson-Darling statistic = A2       :    0.64
+p-value of test                       :    0.61
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 17430
+Chi-square statistic                  :17323.57
+p-value of test                       :    0.71
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:53.29
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r =  0,   s = 5,   L0 =   50,   L1 =   50
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :   36
+ChiSquare statistic                   :   28.19
+p-value of test                       :    0.82
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :   35
+ChiSquare statistic                   :   26.23
+p-value of test                       :    0.86
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          :   25
+ChiSquare statistic                   :   17.83
+p-value of test                       :    0.85
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :   24
+ChiSquare statistic                   :   30.34
+p-value of test                       :    0.17
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :   17
+ChiSquare statistic                   :   15.27
+p-value of test                       :    0.58
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:48.52
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r = 25,   s = 5,   L0 =   50,   L1 =   50
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :   36
+ChiSquare statistic                   :   27.83
+p-value of test                       :    0.83
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :   35
+ChiSquare statistic                   :   17.55
+p-value of test                       :    0.9939
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          :   25
+ChiSquare statistic                   :   16.28
+p-value of test                       :    0.91
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :   24
+ChiSquare statistic                   :   17.80
+p-value of test                       :    0.81
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :   17
+ChiSquare statistic                   :    7.61
+p-value of test                       :    0.97
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:47.94
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 10000000,  r =  0,   s = 10,   L0 = 1000,   L1 = 1000
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :  146
+ChiSquare statistic                   :  140.47
+p-value of test                       :    0.61
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :  146
+ChiSquare statistic                   :  119.56
+p-value of test                       :    0.95
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          :  500
+ChiSquare statistic                   :  507.62
+p-value of test                       :    0.40
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :  136
+ChiSquare statistic                   :  159.73
+p-value of test                       :    0.08
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :   74
+ChiSquare statistic                   :   79.13
+p-value of test                       :    0.32
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:56.62
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 10000000,  r = 20,   s = 10,   L0 = 1000,   L1 = 1000
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :  146
+ChiSquare statistic                   :  115.69
+p-value of test                       :    0.97
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :  146
+ChiSquare statistic                   :  132.27
+p-value of test                       :    0.79
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          :  500
+ChiSquare statistic                   :  491.19
+p-value of test                       :    0.60
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :  136
+ChiSquare statistic                   :  158.09
+p-value of test                       :    0.09
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :   74
+ChiSquare statistic                   :   63.63
+p-value of test                       :    0.80
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:56.76
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 1000000,  r =  0,   s = 15,   L0 = 10000,   L1 = 10000
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :  384
+ChiSquare statistic                   :  360.50
+p-value of test                       :    0.80
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :  384
+ChiSquare statistic                   :  375.84
+p-value of test                       :    0.61
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          : 5000
+ChiSquare statistic                   : 4790.75
+p-value of test                       :    0.98
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :  378
+ChiSquare statistic                   :  363.59
+p-value of test                       :    0.69
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :  200
+ChiSquare statistic                   :  230.71
+p-value of test                       :    0.07
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:47.61
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 1000000,  r = 15,   s = 15,   L0 = 10000,   L1 = 10000
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :  384
+ChiSquare statistic                   :  391.32
+p-value of test                       :    0.39
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :  384
+ChiSquare statistic                   :  392.61
+p-value of test                       :    0.37
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          : 5000
+ChiSquare statistic                   : 5130.56
+p-value of test                       :    0.10
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :  378
+ChiSquare statistic                   :  294.19
+p-value of test                       :    0.9995    *****
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :  200
+ChiSquare statistic                   :  182.88
+p-value of test                       :    0.80
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:48.25
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+scomp_LinearComp test:
+-----------------------------------------------
+   N =  1,  n = 400020,  r =  0,    s = 1
+
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   12
+Chi2 statistic for size of jumps      :    9.61
+p-value of test                       :    0.65
+
+
+-----------------------------------------------
+Normal statistic for number of jumps  : -402.76
+p-value of test                       : 1 - eps1    *****
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:07.87
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+scomp_LinearComp test:
+-----------------------------------------------
+   N =  1,  n = 400020,  r = 29,    s = 1
+
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   12
+Chi2 statistic for size of jumps      :   24.79
+p-value of test                       :    0.02
+
+
+-----------------------------------------------
+Normal statistic for number of jumps  : -403.01
+p-value of test                       : 1 - eps1    *****
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:07.81
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+scomp_LempelZiv test:
+-----------------------------------------------
+   N = 10,  n = 134217728,  r =  0,   s =   30,   k =   27
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.31
+p-value of test                       :    0.12
+
+Kolmogorov-Smirnov- statistic = D-    :   0.085
+p-value of test                       :    0.82
+
+Anderson-Darling statistic = A2       :    0.75
+p-value of test                       :    0.51
+
+Tests on the sum of all N observations
+Standardized normal statistic         :   -0.76
+p-value of test                       :    0.77
+
+Sample variance                       :    0.60
+p-value of test                       :    0.80
+
+-----------------------------------------------
+CPU time used                    :  00:00:58.67
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+scomp_LempelZiv test:
+-----------------------------------------------
+   N = 10,  n = 134217728,  r = 15,   s =   15,   k =   27
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.19
+p-value of test                       :    0.43
+
+Kolmogorov-Smirnov- statistic = D-    :    0.22
+p-value of test                       :    0.32
+
+Anderson-Darling statistic = A2       :    0.57
+p-value of test                       :    0.67
+
+Tests on the sum of all N observations
+Standardized normal statistic         :  -0.092
+p-value of test                       :    0.54
+
+Sample variance                       :    1.51
+p-value of test                       :    0.14
+
+-----------------------------------------------
+CPU time used                    :  00:00:57.34
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sspectral_Fourier3 test:
+-----------------------------------------------
+   N = 100000,  n = 16384,  r =  0,   s =    3,   k =   14
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    : 9.06e-3
+p-value of test                       :    0.51
+
+Kolmogorov-Smirnov- statistic = D-    :   0.013
+p-value of test                       :    0.23
+
+Anderson-Darling statistic = A2       :    0.83
+p-value of test                       :    0.46
+
+-----------------------------------------------
+CPU time used                    :  00:00:47.26
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sspectral_Fourier3 test:
+-----------------------------------------------
+   N = 100000,  n = 16384,  r = 27,   s =    3,   k =   14
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.011
+p-value of test                       :    0.36
+
+Kolmogorov-Smirnov- statistic = D-    : 9.13e-3
+p-value of test                       :    0.50
+
+Anderson-Darling statistic = A2       :    0.77
+p-value of test                       :    0.50
+
+-----------------------------------------------
+CPU time used                    :  00:00:47.29
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_LongestHeadRun test:
+-----------------------------------------------
+   N =  1,  n = 1000,  r =  0,   s = 3,   L = 10000020
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    8
+Chi-square statistic                  :    3.55
+p-value of test                       :    0.90
+
+-----------------------------------------------
+Global longest run of 1               :   30.00
+p-value of test                       :    0.90
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:43.23
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_LongestHeadRun test:
+-----------------------------------------------
+   N =  1,  n = 1000,  r = 27,   s = 3,   L = 10000020
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    8
+Chi-square statistic                  :   15.77
+p-value of test                       :    0.05
+
+-----------------------------------------------
+Global longest run of 1               :   34.00
+p-value of test                       :    0.25
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:44.67
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_PeriodsInStrings test:
+-----------------------------------------------
+   N = 10,  n = 500000000,  r =  0,   s =   10
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.23
+p-value of test                       :    0.31
+
+Kolmogorov-Smirnov- statistic = D-    :    0.15
+p-value of test                       :    0.58
+
+Anderson-Darling statistic = A2       :    0.58
+p-value of test                       :    0.66
+
+Test on the sum of all N observations
+Number of degrees of freedom          :  200
+Chi-square statistic                  :  196.66
+p-value of test                       :    0.55
+
+-----------------------------------------------
+CPU time used                    :  00:02:44.06
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_PeriodsInStrings test:
+-----------------------------------------------
+   N = 10,  n = 500000000,  r = 20,   s =   10
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.35
+p-value of test                       :    0.06
+
+Kolmogorov-Smirnov- statistic = D-    :    0.17
+p-value of test                       :    0.52
+
+Anderson-Darling statistic = A2       :    1.09
+p-value of test                       :    0.31
+
+Test on the sum of all N observations
+Number of degrees of freedom          :  200
+Chi-square statistic                  :  191.15
+p-value of test                       :    0.66
+
+-----------------------------------------------
+CPU time used                    :  00:02:43.12
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingWeight2 test:
+-----------------------------------------------
+   N = 10,  n = 1000000000,  r =  0,   s = 3,   L = 1000000
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.21
+p-value of test                       :    0.37
+
+Kolmogorov-Smirnov- statistic = D-    :    0.25
+p-value of test                       :    0.25
+
+Anderson-Darling statistic = A2       :    0.77
+p-value of test                       :    0.50
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 10000
+Chi-square statistic                  : 9940.18
+p-value of test                       :    0.66
+
+-----------------------------------------------
+CPU time used                    :  00:01:06.00
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingWeight2 test:
+-----------------------------------------------
+   N = 10,  n = 1000000000,  r = 27,   s = 3,   L = 1000000
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.060
+p-value of test                       :    0.90
+
+Kolmogorov-Smirnov- statistic = D-    :    0.49
+p-value of test                       :  5.4e-3
+
+Anderson-Darling statistic = A2       :    3.78
+p-value of test                       :    0.01
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 10000
+Chi-square statistic                  :10312.44
+p-value of test                       :    0.01
+
+-----------------------------------------------
+CPU time used                    :  00:01:07.61
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingCorr test:
+-----------------------------------------------
+   N =  1,  n = 1000000000,  r = 10,   s = 10,   L = 30
+
+
+
+-----------------------------------------------
+Normal statistic                      :    0.45
+p-value of test                       :    0.33
+
+-----------------------------------------------
+CPU time used                    :  00:01:20.28
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingCorr test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r = 10,   s = 10,   L = 300
+
+
+
+-----------------------------------------------
+Normal statistic                      :   -1.12
+p-value of test                       :    0.87
+
+-----------------------------------------------
+CPU time used                    :  00:01:15.62
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingCorr test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r = 10,   s = 10,   L = 1200
+
+
+
+-----------------------------------------------
+Normal statistic                      :    0.34
+p-value of test                       :    0.37
+
+-----------------------------------------------
+CPU time used                    :  00:05:03.70
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N = 10,  n = 30000000,  r =  0,   s = 3,   L = 30,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.20
+p-value of test                       :    0.40
+
+Kolmogorov-Smirnov- statistic = D-    :    0.20
+p-value of test                       :    0.41
+
+Anderson-Darling statistic = A2       :    0.75
+p-value of test                       :    0.52
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 4890
+Chi-square statistic                  : 4852.64
+p-value of test                       :    0.65
+
+-----------------------------------------------
+CPU time used                    :  00:02:09.63
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N = 10,  n = 30000000,  r = 27,   s = 3,   L = 30,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.28
+p-value of test                       :    0.17
+
+Kolmogorov-Smirnov- statistic = D-    :   0.099
+p-value of test                       :    0.77
+
+Anderson-Darling statistic = A2       :    0.68
+p-value of test                       :    0.57
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 4890
+Chi-square statistic                  : 4829.38
+p-value of test                       :    0.73
+
+-----------------------------------------------
+CPU time used                    :  00:02:13.30
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N =  1,  n = 30000000,  r =  0,   s = 4,   L = 300,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+Number of degrees of freedom          : 4117
+Chi-square statistic                  : 3973.04
+p-value of test                       :    0.94
+
+-----------------------------------------------
+CPU time used                    :  00:01:33.39
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N =  1,  n = 30000000,  r = 26,   s = 4,   L = 300,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+Number of degrees of freedom          : 4117
+Chi-square statistic                  : 3928.71
+p-value of test                       :    0.98
+
+-----------------------------------------------
+CPU time used                    :  00:01:40.52
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N =  1,  n = 10000000,  r =  0,   s = 5,   L = 1200,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+Number of degrees of freedom          : 11825
+Chi-square statistic                  :11948.10
+p-value of test                       :    0.21
+
+-----------------------------------------------
+CPU time used                    :  00:01:46.40
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N =  1,  n = 10000000,  r = 25,   s = 5,   L = 1200,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+Number of degrees of freedom          : 11825
+Chi-square statistic                  :11729.91
+p-value of test                       :    0.73
+
+-----------------------------------------------
+CPU time used                    :  00:01:51.50
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_Run test:
+-----------------------------------------------
+   N =  1,  n = 2000000000,  r =  0,   s =    3
+
+
+-----------------------------------------------
+Total number of 1 runs:  2000000000
+
+Number of degrees of freedom          :   54
+Chi2 statistic for number of runs     :   60.34
+p-value of test                       :    0.26
+
+
+-----------------------------------------------
+Total number of bits:  8000009034
+
+Normal statistic for number of bits   :   0.071
+p-value of test                       :    0.47
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:21.21
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_Run test:
+-----------------------------------------------
+   N =  1,  n = 2000000000,  r = 27,   s =    3
+
+
+-----------------------------------------------
+Total number of 1 runs:  2000000001
+
+Number of degrees of freedom          :   54
+Chi2 statistic for number of runs     :   46.75
+p-value of test                       :    0.75
+
+
+-----------------------------------------------
+Total number of bits:  8000021178
+
+Normal statistic for number of bits   :    0.17
+p-value of test                       :    0.43
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:23.85
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_AutoCor test:
+-----------------------------------------------
+   N = 10,  n = 1000000030,  r =  0,   s = 3,   d = 1
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.19
+p-value of test                       :    0.42
+
+Kolmogorov-Smirnov- statistic = D-    :    0.25
+p-value of test                       :    0.24
+
+Anderson-Darling statistic = A2       :    1.33
+p-value of test                       :    0.22
+
+Tests on the sum of all N observations
+Standardized normal statistic         :    0.79
+p-value of test                       :    0.22
+
+Sample variance                       :    2.01
+p-value of test                       :    0.03
+
+-----------------------------------------------
+CPU time used                    :  00:02:42.81
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_AutoCor test:
+-----------------------------------------------
+   N = 10,  n = 1000000029,  r =  0,   s = 3,   d = 3
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.029
+p-value of test                       :    0.96
+
+Kolmogorov-Smirnov- statistic = D-    :    0.38
+p-value of test                       :    0.04
+
+Anderson-Darling statistic = A2       :    2.76
+p-value of test                       :    0.04
+
+Tests on the sum of all N observations
+Standardized normal statistic         :    2.17
+p-value of test                       :    0.01
+
+Sample variance                       :    0.65
+p-value of test                       :    0.76
+
+-----------------------------------------------
+CPU time used                    :  00:02:24.75
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_AutoCor test:
+-----------------------------------------------
+   N = 10,  n = 1000000030,  r = 27,   s = 3,   d = 1
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.29
+p-value of test                       :    0.15
+
+Kolmogorov-Smirnov- statistic = D-    :   0.027
+p-value of test                       :    0.97
+
+Anderson-Darling statistic = A2       :    1.03
+p-value of test                       :    0.34
+
+Tests on the sum of all N observations
+Standardized normal statistic         :   -1.30
+p-value of test                       :    0.90
+
+Sample variance                       :    0.73
+p-value of test                       :    0.69
+
+-----------------------------------------------
+CPU time used                    :  00:02:42.04
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_AutoCor test:
+-----------------------------------------------
+   N = 10,  n = 1000000029,  r = 27,   s = 3,   d = 3
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.12
+p-value of test                       :    0.70
+
+Kolmogorov-Smirnov- statistic = D-    :    0.27
+p-value of test                       :    0.19
+
+Anderson-Darling statistic = A2       :    0.78
+p-value of test                       :    0.49
+
+Tests on the sum of all N observations
+Standardized normal statistic         :    0.56
+p-value of test                       :    0.29
+
+Sample variance                       :    1.22
+p-value of test                       :    0.28
+
+-----------------------------------------------
+CPU time used                    :  00:02:22.23
+
+Generator state:
+N/A
+
+
+
+
+========= Summary results of BigCrush =========
+
+ Version:          TestU01 1.2.3
+ Generator:        stdin
+ Number of statistics:  160
+ Total CPU time:   04:11:23.13
+ The following tests gave p-values outside [0.001, 0.9990]:
+ (eps  means a value < 1.0e-300):
+ (eps1 means a value < 1.0e-15):
+
+       Test                          p-value
+ ----------------------------------------------
+ 79  RandomWalk1 R (L=10000, r=15)   0.9995 
+ 80  LinearComp, r = 0              1 - eps1
+ 81  LinearComp, r = 29             1 - eps1
+ ----------------------------------------------
+ All other tests were passed
+
+
+
+# 
+# Test duration: 1385.9744426398668 minutes
+# 
diff --git a/src/site/resources/txt/userguide/rng/stress/tu/run_1/tu_7 b/src/site/resources/txt/userguide/rng/stress/tu/run_1/tu_7
new file mode 100644
index 000000000..81573d0d2
--- /dev/null
+++ b/src/site/resources/txt/userguide/rng/stress/tu/run_1/tu_7
@@ -0,0 +1,3803 @@
+# 
+# RNG: org.apache.commons.math4.rng.internal.source32.Well44497a
+# 
+# Java: 1.8.0_66
+# Runtime: 1.8.0_66-b17
+# JVM: Java HotSpot(TM) 64-Bit Server VM 25.66-b17
+# OS: Linux 3.16.0-4-amd64 amd64
+# 
+# Analyzer: ./stdin2testu01 BigCrush 
+# 
+xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
+                 Starting BigCrush
+                 Version: TestU01 1.2.3
+xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
+
+
+***********************************************************
+Test smarsa_SerialOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N =  1,  n = 1000000000,  r =  0,   d =  256,   t =  3,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =           16777216
+       Expected number per cell =   59.604645
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =   0.0083558402,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          : 16711680
+Value of the statistic                : 1.67e+7
+p-value of test                       :    0.84
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:20.71
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_SerialOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N =  1,  n = 1000000000,  r = 22,   d =  256,   t =  3,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =           16777216
+       Expected number per cell =   59.604645
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =   0.0083558402,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          : 16711680
+Value of the statistic                : 1.67e+7
+p-value of test                       :    0.16
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:00.30
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  0,   d = 2097152,   t =  2,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1360
+p-value of test                       :    0.54
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334480
+  j =  1                              :        599997280
+  j =  2                              :             1360
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:04:17.19
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  9,   d = 2097152,   t =  2,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1344
+p-value of test                       :    0.70
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334464
+  j =  1                              :        599997312
+  j =  2                              :             1344
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:06:17.88
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  0,   d = 16384,   t =  3,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1379
+p-value of test                       :    0.35
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334499
+  j =  1                              :        599997242
+  j =  2                              :             1379
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:05:23.31
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r = 16,   d = 16384,   t =  3,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1414
+p-value of test                       :    0.09
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334534
+  j =  1                              :        599997172
+  j =  2                              :             1414
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:05:58.24
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  0,   d =   64,   t =  7,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1402
+p-value of test                       :    0.16
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334522
+  j =  1                              :        599997196
+  j =  2                              :             1402
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:05:58.96
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r = 24,   d =   64,   t =  7,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1345
+p-value of test                       :    0.69
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334465
+  j =  1                              :        599997310
+  j =  2                              :             1345
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:06:12.05
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  0,   d =    8,   t = 14,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1341
+p-value of test                       :    0.73
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334461
+  j =  1                              :        599997318
+  j =  2                              :             1341
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:06:09.23
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r = 27,   d =    8,   t = 14,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1347
+p-value of test                       :    0.67
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334467
+  j =  1                              :        599997306
+  j =  2                              :             1347
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:08:54.26
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  0,   d =    4,   t = 21,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1364
+p-value of test                       :    0.50
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334484
+  j =  1                              :        599997272
+  j =  2                              :             1364
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:05:25.76
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r = 28,   d =    4,   t = 21,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1408
+p-value of test                       :    0.12
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334528
+  j =  1                              :        599997184
+  j =  2                              :             1408
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:05:01.98
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 100,  n = 10000000,  r =  0,    d = 2147483648,    t = 2,    p = 1
+
+
+      Number of cells = d^t = 4611686018427387904
+      Lambda = Poisson mean =      54.2101
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    5421.01
+Total observed number                 :    5393
+p-value of test                       :    0.64
+
+
+-----------------------------------------------
+CPU time used                    :  00:04:24.26
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 20000000,  r =  0,    d = 2097152,    t = 3,    p = 1
+
+
+      Number of cells = d^t = 9223372036854775808
+      Lambda = Poisson mean =     216.8404
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    4336.81
+Total observed number                 :    4350
+p-value of test                       :    0.42
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:55.43
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 30000000,  r = 14,    d = 65536,    t = 4,    p = 1
+
+
+      Number of cells = d^t = 18446744073709551616
+      Lambda = Poisson mean =     365.9182
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    7318.36
+Total observed number                 :    7246
+p-value of test                       :    0.80
+
+
+-----------------------------------------------
+CPU time used                    :  00:03:13.35
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 20000000,  r =  0,    d = 512,    t = 7,    p = 1
+
+
+      Number of cells = d^t = 9223372036854775808
+      Lambda = Poisson mean =     216.8404
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    4336.81
+Total observed number                 :    4438
+p-value of test                       :    0.06
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:24.84
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 20000000,  r =  7,    d = 512,    t = 7,    p = 1
+
+
+      Number of cells = d^t = 9223372036854775808
+      Lambda = Poisson mean =     216.8404
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    4336.81
+Total observed number                 :    4382
+p-value of test                       :    0.25
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:30.31
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 30000000,  r = 14,    d = 256,    t = 8,    p = 1
+
+
+      Number of cells = d^t = 18446744073709551616
+      Lambda = Poisson mean =     365.9182
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    7318.36
+Total observed number                 :    7422
+p-value of test                       :    0.11
+
+
+-----------------------------------------------
+CPU time used                    :  00:03:56.55
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 30000000,  r = 22,    d = 256,    t = 8,    p = 1
+
+
+      Number of cells = d^t = 18446744073709551616
+      Lambda = Poisson mean =     365.9182
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    7318.36
+Total observed number                 :    7374
+p-value of test                       :    0.26
+
+
+-----------------------------------------------
+CPU time used                    :  00:03:59.86
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 30000000,  r =  0,    d = 16,    t = 16,    p = 1
+
+
+      Number of cells = d^t = 18446744073709551616
+      Lambda = Poisson mean =     365.9182
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    7318.36
+Total observed number                 :    7249
+p-value of test                       :    0.79
+
+
+-----------------------------------------------
+CPU time used                    :  00:05:06.40
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 30000000,  r = 26,    d = 16,    t = 16,    p = 1
+
+
+      Number of cells = d^t = 18446744073709551616
+      Lambda = Poisson mean =     365.9182
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    7318.36
+Total observed number                 :    7280
+p-value of test                       :    0.67
+
+
+-----------------------------------------------
+CPU time used                    :  00:05:28.48
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+snpair_ClosePairs test:
+-----------------------------------------------
+   N = 30,  n = 6000000,  r =  0,  t = 3,  p = 0,  m = 30,  Torus =  TRUE
+
+
+---------------------------------------
+Test based on the 2 nearest points (NP):
+
+Stat. AD on the N values (NP)         :    0.47
+p-value of test                       :    0.78
+
+
+A2 test based on the spacings between the
+   successive jump times of process Y_n(t):
+
+A2 test on the values of A2 (m-NP)    :    0.71
+p-value of test                       :    0.55
+
+Test on the Nm values of W_{n,i}(mNP1):    0.56
+p-value of test                       :    0.69
+
+Test on the jump times of Y
+   (superposition of Yn):
+
+Expected number of jumps of Y = mN    :     900
+Number of jumps of Y                  :     916
+p-value of test                       :    0.30
+
+Stat. AD (mNP2)                       :    0.59
+p-value of test                       :    0.65
+
+Stat. AD after spacings (mNP2-S)      :    0.87
+p-value of test                       :    0.43
+
+-----------------------------------------------
+CPU time used                    :  00:03:21.72
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+snpair_ClosePairs test:
+-----------------------------------------------
+   N = 20,  n = 4000000,  r =  0,  t = 5,  p = 0,  m = 30,  Torus =  TRUE
+
+
+---------------------------------------
+Test based on the 2 nearest points (NP):
+
+Stat. AD on the N values (NP)         :    1.67
+p-value of test                       :    0.14
+
+
+A2 test based on the spacings between the
+   successive jump times of process Y_n(t):
+
+A2 test on the values of A2 (m-NP)    :    0.38
+p-value of test                       :    0.86
+
+Test on the Nm values of W_{n,i}(mNP1):    3.61
+p-value of test                       :    0.01
+
+Test on the jump times of Y
+   (superposition of Yn):
+
+Expected number of jumps of Y = mN    :     600
+Number of jumps of Y                  :     676
+p-value of test                       :  1.2e-3
+
+Stat. AD (mNP2)                       :    0.94
+p-value of test                       :    0.39
+
+Stat. AD after spacings (mNP2-S)      :    0.83
+p-value of test                       :    0.46
+
+-----------------------------------------------
+CPU time used                    :  00:02:05.27
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+snpair_ClosePairs test:
+-----------------------------------------------
+   N = 10,  n = 3000000,  r =  0,  t = 9,  p = 0,  m = 30,  Torus =  TRUE
+
+
+---------------------------------------
+Test based on the 2 nearest points (NP):
+
+Stat. AD on the N values (NP)         :    0.36
+p-value of test                       :    0.88
+
+
+A2 test based on the spacings between the
+   successive jump times of process Y_n(t):
+
+A2 test on the values of A2 (m-NP)    :    1.49
+p-value of test                       :    0.18
+
+Test on the Nm values of W_{n,i}(mNP1):    0.97
+p-value of test                       :    0.37
+
+Test on the jump times of Y
+   (superposition of Yn):
+
+Expected number of jumps of Y = mN    :     300
+Number of jumps of Y                  :     284
+p-value of test                       :    0.81
+
+Stat. AD (mNP2)                       :    0.73
+p-value of test                       :    0.54
+
+Stat. AD after spacings (mNP2-S)      :    0.46
+p-value of test                       :    0.78
+
+-----------------------------------------------
+CPU time used                    :  00:03:02.11
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+snpair_ClosePairs test:
+-----------------------------------------------
+   N =  5,  n = 2000000,  r =  0,  t = 16,  p = 0,  m = 30,  Torus =  TRUE
+
+
+---------------------------------------
+Test based on the 2 nearest points (NP):
+
+Stat. AD on the N values (NP)         :    0.45
+p-value of test                       :    0.79
+
+
+A2 test based on the spacings between the
+   successive jump times of process Y_n(t):
+
+A2 test on the values of A2 (m-NP)    :    1.70
+p-value of test                       :    0.14
+
+Test on the Nm values of W_{n,i}(mNP1):    1.20
+p-value of test                       :    0.27
+
+Test on the jump times of Y
+   (superposition of Yn):
+
+Expected number of jumps of Y = mN    :     150
+Number of jumps of Y                  :     132
+p-value of test                       :    0.93
+
+Stat. AD (mNP2)                       :    0.28
+p-value of test                       :    0.95
+
+Stat. AD after spacings (mNP2-S)      :    0.50
+p-value of test                       :    0.75
+
+-----------------------------------------------
+CPU time used                    :  00:03:25.93
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_SimpPoker test:
+-----------------------------------------------
+   N =  1,  n = 400000000,  r =  0,   d =    8,   k =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    7
+Chi-square statistic                  :   11.13
+p-value of test                       :    0.13
+
+-----------------------------------------------
+CPU time used                    :  00:01:14.10
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_SimpPoker test:
+-----------------------------------------------
+   N =  1,  n = 400000000,  r = 27,   d =    8,   k =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    7
+Chi-square statistic                  :    4.19
+p-value of test                       :    0.76
+
+-----------------------------------------------
+CPU time used                    :  00:01:28.36
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_SimpPoker test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r =  0,   d =   32,   k =   32
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   18
+Chi-square statistic                  :    9.17
+p-value of test                       :    0.96
+
+-----------------------------------------------
+CPU time used                    :  00:01:18.23
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_SimpPoker test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r = 25,   d =   32,   k =   32
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   18
+Chi-square statistic                  :   14.62
+p-value of test                       :    0.69
+
+-----------------------------------------------
+CPU time used                    :  00:01:29.56
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_CouponCollector test:
+-----------------------------------------------
+   N =  1,  n = 200000000,  r =  0,   d =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   54
+Chi-square statistic                  :   47.66
+p-value of test                       :    0.72
+
+-----------------------------------------------
+CPU time used                    :  00:01:37.96
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_CouponCollector test:
+-----------------------------------------------
+   N =  1,  n = 200000000,  r = 10,   d =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   54
+Chi-square statistic                  :   71.86
+p-value of test                       :    0.05
+
+-----------------------------------------------
+CPU time used                    :  00:01:52.22
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_CouponCollector test:
+-----------------------------------------------
+   N =  1,  n = 200000000,  r = 20,   d =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   54
+Chi-square statistic                  :   61.49
+p-value of test                       :    0.23
+
+-----------------------------------------------
+CPU time used                    :  00:01:53.17
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_CouponCollector test:
+-----------------------------------------------
+   N =  1,  n = 200000000,  r = 27,   d =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   54
+Chi-square statistic                  :   51.37
+p-value of test                       :    0.58
+
+-----------------------------------------------
+CPU time used                    :  00:01:48.14
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Gap test:
+-----------------------------------------------
+   N =  1,  n = 500000000,  r =  0,   Alpha =        0,   Beta  =   0.0625
+
+
+-----------------------------------------------
+Number of degrees of freedom          :  232
+Chi-square statistic                  :  235.27
+p-value of test                       :    0.43
+
+-----------------------------------------------
+CPU time used                    :  00:02:03.14
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Gap test:
+-----------------------------------------------
+   N =  1,  n = 300000000,  r = 25,   Alpha =        0,   Beta  =  0.03125
+
+
+-----------------------------------------------
+Number of degrees of freedom          :  434
+Chi-square statistic                  :  459.22
+p-value of test                       :    0.19
+
+-----------------------------------------------
+CPU time used                    :  00:02:55.89
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Gap test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r =  0,   Alpha =        0,   Beta  = 0.0078125
+
+
+-----------------------------------------------
+Number of degrees of freedom          : 1437
+Chi-square statistic                  : 1462.49
+p-value of test                       :    0.31
+
+-----------------------------------------------
+CPU time used                    :  00:03:00.31
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Gap test:
+-----------------------------------------------
+   N =  1,  n = 10000000,  r = 20,   Alpha =        0,   Beta  = 0.000976562
+
+
+-----------------------------------------------
+Number of degrees of freedom          : 7046
+Chi-square statistic                  : 7002.64
+p-value of test                       :    0.64
+
+-----------------------------------------------
+CPU time used                    :  00:03:09.22
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Run test:
+-----------------------------------------------
+   N =  5,  n = 1000000000,  r =  0,   Up = FALSE
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.34
+p-value of test                       :    0.26
+
+Kolmogorov-Smirnov- statistic = D-    :    0.21
+p-value of test                       :    0.55
+
+Anderson-Darling statistic = A2       :    0.61
+p-value of test                       :    0.63
+
+Test on the sum of all N observations
+Number of degrees of freedom          :   30
+Chi-square statistic                  :   24.98
+p-value of test                       :    0.73
+
+-----------------------------------------------
+CPU time used                    :  00:01:44.82
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Run test:
+-----------------------------------------------
+   N = 10,  n = 1000000000,  r = 15,   Up =  TRUE
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.10
+p-value of test                       :    0.76
+
+Kolmogorov-Smirnov- statistic = D-    :    0.38
+p-value of test                       :    0.04
+
+Anderson-Darling statistic = A2       :    2.77
+p-value of test                       :    0.04
+
+Test on the sum of all N observations
+Number of degrees of freedom          :   60
+Chi-square statistic                  :   89.23
+p-value of test                       :  8.5e-3
+
+-----------------------------------------------
+CPU time used                    :  00:04:06.35
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_Permutation calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N =  1,  n = 1000000000,  r =  5,   t =  3,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =                  6
+       Expected number per cell =  1.6666667e+08
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =  2.5000002e-09,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          :    5
+Value of the statistic                :    1.16
+p-value of test                       :    0.95
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:07.61
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_Permutation calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N =  1,  n = 1000000000,  r =  5,   t =  5,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =                120
+       Expected number per cell =   8333333.3
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =  5.9500005e-08,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          :  119
+Value of the statistic                :  107.71
+p-value of test                       :    0.76
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:57.85
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_Permutation calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N =  1,  n = 500000000,  r =  5,   t =  7,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =               5040
+       Expected number per cell =   99206.349
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =  5.0390004e-06,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          : 5039
+Value of the statistic                : 5076.36
+p-value of test                       :    0.35
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:31.81
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_Permutation calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N =  1,  n = 500000000,  r = 10,   t = 10,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =            3628800
+       Expected number per cell =    137.7866
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =   0.0036287993,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          : 3628799
+Value of the statistic                : 3.63e+6
+p-value of test                       :    0.49
+
+
+-----------------------------------------------
+CPU time used                    :  00:03:04.51
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_CollisionPermut calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N = 20,  n = 20000000,  r =  0,   t = 14,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =        87178291200
+       Expected number per cell =  1 /  4358.9146
+       EColl = n^2 / (2k) =   2294.14912
+       Hashing =   TRUE
+
+       Collision test,    Mu =      2293.9736,    Sigma =    47.8841
+
+-----------------------------------------------
+Test Results for Collisions
+
+For the total number of collisions, we use
+      the Poisson approximation:
+Expected number of collisions = N*Mu  :    45879.47
+Observed number of collisions         :    45918
+p-value of test                       :    0.43
+
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :    1743165869918
+  j =  1                              :        399908170
+  j =  2                              :            45906
+  j =  3                              :                6
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:04:22.40
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_CollisionPermut calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N = 20,  n = 20000000,  r = 10,   t = 14,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =        87178291200
+       Expected number per cell =  1 /  4358.9146
+       EColl = n^2 / (2k) =   2294.14912
+       Hashing =   TRUE
+
+       Collision test,    Mu =      2293.9736,    Sigma =    47.8841
+
+-----------------------------------------------
+Test Results for Collisions
+
+For the total number of collisions, we use
+      the Poisson approximation:
+Expected number of collisions = N*Mu  :    45879.47
+Observed number of collisions         :    45407
+p-value of test                       :    0.99
+
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :    1743165869407
+  j =  1                              :        399909188
+  j =  2                              :            45403
+  j =  3                              :                2
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:04:37.18
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_MaxOft test:
+-----------------------------------------------
+   N = 40,  n = 10000000,  r =  0,   d = 100000,   t =  8
+
+      Number of categories = 100000
+      Expected number per category  = 100.00
+
+
+-----------------------------------------------
+Test results for chi2 with 99999 degrees of freedom:
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.014
+p-value of test                       :    0.98
+
+Kolmogorov-Smirnov- statistic = D-    :    0.11
+p-value of test                       :    0.33
+
+Anderson-Darling statistic = A2       :    0.75
+p-value of test                       :    0.52
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 3999960
+Chi-square statistic                  : 4.00e+6
+p-value of test                       :    0.12
+
+
+-----------------------------------------------
+Test results for Anderson-Darling:
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.053
+p-value of test                       :    0.77
+
+Kolmogorov-Smirnov- statistic = D-    :   0.076
+p-value of test                       :    0.60
+
+Anderson-Darling statistic = A2       :    0.38
+p-value of test                       :    0.87
+
+
+-----------------------------------------------
+CPU time used                    :  00:03:21.31
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_MaxOft test:
+-----------------------------------------------
+   N = 30,  n = 10000000,  r =  0,   d = 100000,   t = 16
+
+      Number of categories = 100000
+      Expected number per category  = 100.00
+
+
+-----------------------------------------------
+Test results for chi2 with 99999 degrees of freedom:
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.012
+p-value of test                       :    0.98
+
+Kolmogorov-Smirnov- statistic = D-    :    0.18
+p-value of test                       :    0.14
+
+Anderson-Darling statistic = A2       :    1.14
+p-value of test                       :    0.29
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 2999970
+Chi-square statistic                  : 3.00e+6
+p-value of test                       :    0.08
+
+
+-----------------------------------------------
+Test results for Anderson-Darling:
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.12
+p-value of test                       :    0.41
+
+Kolmogorov-Smirnov- statistic = D-    :    0.11
+p-value of test                       :    0.44
+
+Anderson-Darling statistic = A2       :    0.42
+p-value of test                       :    0.83
+
+
+-----------------------------------------------
+CPU time used                    :  00:03:07.93
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_MaxOft test:
+-----------------------------------------------
+   N = 20,  n = 10000000,  r =  0,   d = 100000,   t = 24
+
+      Number of categories = 100000
+      Expected number per category  = 100.00
+
+
+-----------------------------------------------
+Test results for chi2 with 99999 degrees of freedom:
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.22
+p-value of test                       :    0.13
+
+Kolmogorov-Smirnov- statistic = D-    :   0.057
+p-value of test                       :    0.85
+
+Anderson-Darling statistic = A2       :    1.05
+p-value of test                       :    0.33
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 1999980
+Chi-square statistic                  : 2.00e+6
+p-value of test                       :    0.77
+
+
+-----------------------------------------------
+Test results for Anderson-Darling:
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.12
+p-value of test                       :    0.53
+
+Kolmogorov-Smirnov- statistic = D-    :    0.12
+p-value of test                       :    0.52
+
+Anderson-Darling statistic = A2       :    0.41
+p-value of test                       :    0.84
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:28.26
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_MaxOft test:
+-----------------------------------------------
+   N = 20,  n = 10000000,  r =  0,   d = 100000,   t = 32
+
+      Number of categories = 100000
+      Expected number per category  = 100.00
+
+
+-----------------------------------------------
+Test results for chi2 with 99999 degrees of freedom:
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.15
+p-value of test                       :    0.39
+
+Kolmogorov-Smirnov- statistic = D-    :    0.18
+p-value of test                       :    0.24
+
+Anderson-Darling statistic = A2       :    0.94
+p-value of test                       :    0.39
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 1999980
+Chi-square statistic                  : 2.00e+6
+p-value of test                       :    0.34
+
+
+-----------------------------------------------
+Test results for Anderson-Darling:
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.098
+p-value of test                       :    0.64
+
+Kolmogorov-Smirnov- statistic = D-    :    0.16
+p-value of test                       :    0.34
+
+Anderson-Darling statistic = A2       :    0.52
+p-value of test                       :    0.72
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:53.01
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleProd test:
+-----------------------------------------------
+   N = 40,  n = 10000000,  r =  0,   t = 8
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.084
+p-value of test                       :    0.54
+
+Kolmogorov-Smirnov- statistic = D-    :   0.072
+p-value of test                       :    0.63
+
+Anderson-Darling statistic = A2       :    0.51
+p-value of test                       :    0.73
+
+-----------------------------------------------
+CPU time used                    :  00:02:25.89
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleProd test:
+-----------------------------------------------
+   N = 20,  n = 10000000,  r =  0,   t = 16
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.14
+p-value of test                       :    0.40
+
+Kolmogorov-Smirnov- statistic = D-    :   0.048
+p-value of test                       :    0.88
+
+Anderson-Darling statistic = A2       :    0.43
+p-value of test                       :    0.81
+
+-----------------------------------------------
+CPU time used                    :  00:01:42.12
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleProd test:
+-----------------------------------------------
+   N = 20,  n = 10000000,  r =  0,   t = 24
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.20
+p-value of test                       :    0.18
+
+Kolmogorov-Smirnov- statistic = D-    :   0.085
+p-value of test                       :    0.71
+
+Anderson-Darling statistic = A2       :    1.01
+p-value of test                       :    0.35
+
+-----------------------------------------------
+CPU time used                    :  00:02:16.48
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleMean test:
+-----------------------------------------------
+   N = 20000000,  n = 30,  r =  0
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    : 7.87e-5
+p-value of test                       :    0.78
+
+Kolmogorov-Smirnov- statistic = D-    : 2.94e-4
+p-value of test                       :    0.03
+
+Anderson-Darling statistic = A2       :    2.25
+p-value of test                       :    0.07
+
+-----------------------------------------------
+CPU time used                    :  00:00:32.35
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleMean test:
+-----------------------------------------------
+   N = 20000000,  n = 30,  r = 10
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    : 2.94e-4
+p-value of test                       :    0.03
+
+Kolmogorov-Smirnov- statistic = D-    : 8.14e-5
+p-value of test                       :    0.77
+
+Anderson-Darling statistic = A2       :    2.24
+p-value of test                       :    0.07
+
+-----------------------------------------------
+CPU time used                    :  00:00:35.03
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleCorr test:
+-----------------------------------------------
+   N =  1,  n = 2000000000,  r =  0,   k = 1
+
+
+-----------------------------------------------
+Normal statistic                      :   -1.42
+p-value of test                       :    0.92
+
+-----------------------------------------------
+CPU time used                    :  00:00:33.25
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleCorr test:
+-----------------------------------------------
+   N =  1,  n = 2000000000,  r =  0,   k = 2
+
+
+-----------------------------------------------
+Normal statistic                      :   0.021
+p-value of test                       :    0.49
+
+-----------------------------------------------
+CPU time used                    :  00:00:34.94
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_AppearanceSpacings test:
+-----------------------------------------------
+   N =  1,   Q = 10000000,   K = 1000000000,   r = 0,   s = 3,   L = 15
+
+   Sequences of n = (K + Q)L =  15150000000 bits
+   Q = 10000000 initialization blocks
+   K = 1000000000 blocks for the test
+   the blocks have L = 15 bits
+
+
+
+-----------------------------------------------
+Normal statistic                      :   -0.12
+p-value of test                       :    0.55
+
+-----------------------------------------------
+CPU time used                    :  00:01:57.86
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_AppearanceSpacings test:
+-----------------------------------------------
+   N =  1,   Q = 10000000,   K = 1000000000,   r = 27,   s = 3,   L = 15
+
+   Sequences of n = (K + Q)L =  15150000000 bits
+   Q = 10000000 initialization blocks
+   K = 1000000000 blocks for the test
+   the blocks have L = 15 bits
+
+
+
+-----------------------------------------------
+Normal statistic                      :   -2.07
+p-value of test                       :    0.98
+
+-----------------------------------------------
+CPU time used                    :  00:01:58.96
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r =  0,  k = 256,  Alpha =      0,  Beta =   0.25
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   67
+Chi-square statistic                  :   68.55
+p-value of test                       :    0.42
+
+-----------------------------------------------
+CPU time used                    :  00:01:24.14
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r = 20,  k = 256,  Alpha =      0,  Beta =   0.25
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   67
+Chi-square statistic                  :   75.27
+p-value of test                       :    0.23
+
+-----------------------------------------------
+CPU time used                    :  00:01:38.36
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r = 28,  k = 256,  Alpha =      0,  Beta =   0.25
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   67
+Chi-square statistic                  :   50.42
+p-value of test                       :    0.93
+
+-----------------------------------------------
+CPU time used                    :  00:01:36.70
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r =  0,  k = 256,  Alpha =      0,  Beta = 0.0625
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   37
+Chi-square statistic                  :   32.02
+p-value of test                       :    0.70
+
+-----------------------------------------------
+CPU time used                    :  00:01:21.29
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r = 10,  k = 256,  Alpha =      0,  Beta = 0.0625
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   37
+Chi-square statistic                  :   29.81
+p-value of test                       :    0.79
+
+-----------------------------------------------
+CPU time used                    :  00:01:33.09
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r = 26,  k = 256,  Alpha =      0,  Beta = 0.0625
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   37
+Chi-square statistic                  :   31.37
+p-value of test                       :    0.73
+
+-----------------------------------------------
+CPU time used                    :  00:01:35.21
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SumCollector test:
+-----------------------------------------------
+   N =  1,  n = 500000000,  r =  0,   g = 10
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   29
+Chi-square statistic                  :   22.20
+p-value of test                       :    0.81
+
+-----------------------------------------------
+CPU time used                    :  00:02:44.03
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N = 10,  n = 1000000,  r =  0,    s = 5,    L = 30,    k = 30
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.14
+p-value of test                       :    0.63
+
+Kolmogorov-Smirnov- statistic = D-    :    0.24
+p-value of test                       :    0.28
+
+Anderson-Darling statistic = A2       :    0.67
+p-value of test                       :    0.58
+
+Test on the sum of all N observations
+Number of degrees of freedom          :   40
+Chi-square statistic                  :   40.39
+p-value of test                       :    0.45
+
+-----------------------------------------------
+CPU time used                    :  00:01:28.54
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N = 10,  n = 1000000,  r = 25,    s = 5,    L = 30,    k = 30
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.098
+p-value of test                       :    0.77
+
+Kolmogorov-Smirnov- statistic = D-    :    0.16
+p-value of test                       :    0.55
+
+Anderson-Darling statistic = A2       :    0.37
+p-value of test                       :    0.87
+
+Test on the sum of all N observations
+Number of degrees of freedom          :   40
+Chi-square statistic                  :   45.28
+p-value of test                       :    0.26
+
+-----------------------------------------------
+CPU time used                    :  00:01:22.56
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N =  1,  n = 5000,  r =  0,    s = 4,    L = 1000,    k = 1000
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    3
+Chi-square statistic                  :    4.70
+p-value of test                       :    0.19
+
+-----------------------------------------------
+CPU time used                    :  00:02:23.81
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N =  1,  n = 5000,  r = 26,    s = 4,    L = 1000,    k = 1000
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    3
+Chi-square statistic                  :    5.36
+p-value of test                       :    0.15
+
+-----------------------------------------------
+CPU time used                    :  00:02:12.27
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N =  1,  n = 80,  r = 15,    s = 15,    L = 5000,    k = 5000
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    2
+Chi-square statistic                  :    0.58
+p-value of test                       :    0.75
+
+-----------------------------------------------
+CPU time used                    :  00:01:32.29
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N =  1,  n = 80,  r =  0,    s = 30,    L = 5000,    k = 5000
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    2
+Chi-square statistic                  :   0.075
+p-value of test                       :    0.96
+
+-----------------------------------------------
+CPU time used                    :  00:01:18.03
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_Savir2 test:
+-----------------------------------------------
+   N = 10,  n = 10000000,  r = 10,    m = 1048576,    t = 30
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.34
+p-value of test                       :    0.08
+
+Kolmogorov-Smirnov- statistic = D-    :    0.14
+p-value of test                       :    0.61
+
+Anderson-Darling statistic = A2       :    1.34
+p-value of test                       :    0.22
+
+Test on the sum of all N observations
+Number of degrees of freedom          :  130
+Chi-square statistic                  :  127.63
+p-value of test                       :    0.54
+
+-----------------------------------------------
+CPU time used                    :  00:01:00.90
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_GCD test:
+-----------------------------------------------
+   N = 10,  n = 50000000,  r =  0,   s = 30
+
+
+-----------------------------------------------
+Test results for GCD values:
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.051
+p-value of test                       :    0.92
+
+Kolmogorov-Smirnov- statistic = D-    :    0.47
+p-value of test                       :  7.1e-3
+
+Anderson-Darling statistic = A2       :    2.89
+p-value of test                       :    0.03
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 17430
+Chi-square statistic                  :17802.22
+p-value of test                       :    0.02
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:53.03
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r =  0,   s = 5,   L0 =   50,   L1 =   50
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :   36
+ChiSquare statistic                   :   41.68
+p-value of test                       :    0.24
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :   35
+ChiSquare statistic                   :   33.82
+p-value of test                       :    0.52
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          :   25
+ChiSquare statistic                   :   22.03
+p-value of test                       :    0.63
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :   24
+ChiSquare statistic                   :   21.48
+p-value of test                       :    0.61
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :   17
+ChiSquare statistic                   :   23.70
+p-value of test                       :    0.13
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:51.15
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r = 25,   s = 5,   L0 =   50,   L1 =   50
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :   36
+ChiSquare statistic                   :   46.96
+p-value of test                       :    0.10
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :   35
+ChiSquare statistic                   :   51.92
+p-value of test                       :    0.03
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          :   25
+ChiSquare statistic                   :   23.85
+p-value of test                       :    0.53
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :   24
+ChiSquare statistic                   :   15.80
+p-value of test                       :    0.89
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :   17
+ChiSquare statistic                   :   26.79
+p-value of test                       :    0.06
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:50.35
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 10000000,  r =  0,   s = 10,   L0 = 1000,   L1 = 1000
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :  146
+ChiSquare statistic                   :  131.60
+p-value of test                       :    0.80
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :  146
+ChiSquare statistic                   :  142.49
+p-value of test                       :    0.57
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          :  500
+ChiSquare statistic                   :  482.51
+p-value of test                       :    0.70
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :  136
+ChiSquare statistic                   :  149.59
+p-value of test                       :    0.20
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :   74
+ChiSquare statistic                   :   66.23
+p-value of test                       :    0.73
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:57.05
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 10000000,  r = 20,   s = 10,   L0 = 1000,   L1 = 1000
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :  146
+ChiSquare statistic                   :  133.88
+p-value of test                       :    0.76
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :  146
+ChiSquare statistic                   :  166.02
+p-value of test                       :    0.12
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          :  500
+ChiSquare statistic                   :  474.51
+p-value of test                       :    0.79
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :  136
+ChiSquare statistic                   :  121.47
+p-value of test                       :    0.81
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :   74
+ChiSquare statistic                   :  110.83
+p-value of test                       :  3.6e-3
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:57.48
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 1000000,  r =  0,   s = 15,   L0 = 10000,   L1 = 10000
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :  384
+ChiSquare statistic                   :  353.26
+p-value of test                       :    0.87
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :  384
+ChiSquare statistic                   :  365.40
+p-value of test                       :    0.74
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          : 5000
+ChiSquare statistic                   : 4905.45
+p-value of test                       :    0.83
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :  378
+ChiSquare statistic                   :  410.15
+p-value of test                       :    0.12
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :  200
+ChiSquare statistic                   :  220.82
+p-value of test                       :    0.15
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:47.17
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 1000000,  r = 15,   s = 15,   L0 = 10000,   L1 = 10000
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :  384
+ChiSquare statistic                   :  408.50
+p-value of test                       :    0.19
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :  384
+ChiSquare statistic                   :  387.22
+p-value of test                       :    0.44
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          : 5000
+ChiSquare statistic                   : 5245.83
+p-value of test                       :  7.6e-3
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :  378
+ChiSquare statistic                   :  319.40
+p-value of test                       :    0.99
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :  200
+ChiSquare statistic                   :  183.15
+p-value of test                       :    0.80
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:48.71
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+scomp_LinearComp test:
+-----------------------------------------------
+   N =  1,  n = 400020,  r =  0,    s = 1
+
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   12
+Chi2 statistic for size of jumps      :   10.85
+p-value of test                       :    0.54
+
+
+-----------------------------------------------
+Normal statistic for number of jumps  : -347.61
+p-value of test                       : 1 - eps1    *****
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:19.65
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+scomp_LinearComp test:
+-----------------------------------------------
+   N =  1,  n = 400020,  r = 29,    s = 1
+
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   12
+Chi2 statistic for size of jumps      :    9.73
+p-value of test                       :    0.64
+
+
+-----------------------------------------------
+Normal statistic for number of jumps  : -348.16
+p-value of test                       : 1 - eps1    *****
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:19.46
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+scomp_LempelZiv test:
+-----------------------------------------------
+   N = 10,  n = 134217728,  r =  0,   s =   30,   k =   27
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.32
+p-value of test                       :    0.10
+
+Kolmogorov-Smirnov- statistic = D-    :   0.096
+p-value of test                       :    0.78
+
+Anderson-Darling statistic = A2       :    2.39
+p-value of test                       :    0.06
+
+Tests on the sum of all N observations
+Standardized normal statistic         :   -1.48
+p-value of test                       :    0.93
+
+Sample variance                       :    1.90
+p-value of test                       :    0.05
+
+-----------------------------------------------
+CPU time used                    :  00:00:55.88
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+scomp_LempelZiv test:
+-----------------------------------------------
+   N = 10,  n = 134217728,  r = 15,   s =   15,   k =   27
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.27
+p-value of test                       :    0.19
+
+Kolmogorov-Smirnov- statistic = D-    :   0.093
+p-value of test                       :    0.79
+
+Anderson-Darling statistic = A2       :    0.93
+p-value of test                       :    0.40
+
+Tests on the sum of all N observations
+Standardized normal statistic         :   -0.94
+p-value of test                       :    0.83
+
+Sample variance                       :    0.53
+p-value of test                       :    0.86
+
+-----------------------------------------------
+CPU time used                    :  00:01:01.32
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sspectral_Fourier3 test:
+-----------------------------------------------
+   N = 100000,  n = 16384,  r =  0,   s =    3,   k =   14
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.014
+p-value of test                       :    0.22
+
+Kolmogorov-Smirnov- statistic = D-    : 4.64e-3
+p-value of test                       :    0.84
+
+Anderson-Darling statistic = A2       :    1.08
+p-value of test                       :    0.32
+
+-----------------------------------------------
+CPU time used                    :  00:00:47.98
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sspectral_Fourier3 test:
+-----------------------------------------------
+   N = 100000,  n = 16384,  r = 27,   s =    3,   k =   14
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    : 9.25e-3
+p-value of test                       :    0.49
+
+Kolmogorov-Smirnov- statistic = D-    : 7.01e-3
+p-value of test                       :    0.67
+
+Anderson-Darling statistic = A2       :    0.44
+p-value of test                       :    0.80
+
+-----------------------------------------------
+CPU time used                    :  00:00:47.06
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_LongestHeadRun test:
+-----------------------------------------------
+   N =  1,  n = 1000,  r =  0,   s = 3,   L = 10000020
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    8
+Chi-square statistic                  :   11.37
+p-value of test                       :    0.18
+
+-----------------------------------------------
+Global longest run of 1               :   31.00
+p-value of test                       :    0.69
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:41.96
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_LongestHeadRun test:
+-----------------------------------------------
+   N =  1,  n = 1000,  r = 27,   s = 3,   L = 10000020
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    8
+Chi-square statistic                  :    6.13
+p-value of test                       :    0.63
+
+-----------------------------------------------
+Global longest run of 1               :   31.00
+p-value of test                       :    0.69
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:44.06
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_PeriodsInStrings test:
+-----------------------------------------------
+   N = 10,  n = 500000000,  r =  0,   s =   10
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.14
+p-value of test                       :    0.60
+
+Kolmogorov-Smirnov- statistic = D-    :    0.15
+p-value of test                       :    0.57
+
+Anderson-Darling statistic = A2       :    0.26
+p-value of test                       :    0.97
+
+Test on the sum of all N observations
+Number of degrees of freedom          :  200
+Chi-square statistic                  :  193.61
+p-value of test                       :    0.61
+
+-----------------------------------------------
+CPU time used                    :  00:02:48.15
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_PeriodsInStrings test:
+-----------------------------------------------
+   N = 10,  n = 500000000,  r = 20,   s =   10
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.13
+p-value of test                       :    0.65
+
+Kolmogorov-Smirnov- statistic = D-    :    0.26
+p-value of test                       :    0.23
+
+Anderson-Darling statistic = A2       :    0.94
+p-value of test                       :    0.38
+
+Test on the sum of all N observations
+Number of degrees of freedom          :  200
+Chi-square statistic                  :  224.51
+p-value of test                       :    0.11
+
+-----------------------------------------------
+CPU time used                    :  00:02:46.94
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingWeight2 test:
+-----------------------------------------------
+   N = 10,  n = 1000000000,  r =  0,   s = 3,   L = 1000000
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.18
+p-value of test                       :    0.46
+
+Kolmogorov-Smirnov- statistic = D-    :    0.18
+p-value of test                       :    0.46
+
+Anderson-Darling statistic = A2       :    0.65
+p-value of test                       :    0.60
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 10000
+Chi-square statistic                  : 9935.01
+p-value of test                       :    0.68
+
+-----------------------------------------------
+CPU time used                    :  00:01:05.20
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingWeight2 test:
+-----------------------------------------------
+   N = 10,  n = 1000000000,  r = 27,   s = 3,   L = 1000000
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.076
+p-value of test                       :    0.85
+
+Kolmogorov-Smirnov- statistic = D-    :    0.22
+p-value of test                       :    0.34
+
+Anderson-Darling statistic = A2       :    0.57
+p-value of test                       :    0.67
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 10000
+Chi-square statistic                  :10095.73
+p-value of test                       :    0.25
+
+-----------------------------------------------
+CPU time used                    :  00:01:09.43
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingCorr test:
+-----------------------------------------------
+   N =  1,  n = 1000000000,  r = 10,   s = 10,   L = 30
+
+
+
+-----------------------------------------------
+Normal statistic                      :    1.17
+p-value of test                       :    0.12
+
+-----------------------------------------------
+CPU time used                    :  00:01:20.61
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingCorr test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r = 10,   s = 10,   L = 300
+
+
+
+-----------------------------------------------
+Normal statistic                      :  -0.057
+p-value of test                       :    0.52
+
+-----------------------------------------------
+CPU time used                    :  00:01:17.48
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingCorr test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r = 10,   s = 10,   L = 1200
+
+
+
+-----------------------------------------------
+Normal statistic                      :  -0.016
+p-value of test                       :    0.51
+
+-----------------------------------------------
+CPU time used                    :  00:05:07.69
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N = 10,  n = 30000000,  r =  0,   s = 3,   L = 30,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.090
+p-value of test                       :    0.80
+
+Kolmogorov-Smirnov- statistic = D-    :    0.42
+p-value of test                       :    0.02
+
+Anderson-Darling statistic = A2       :    1.52
+p-value of test                       :    0.17
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 4890
+Chi-square statistic                  : 4996.60
+p-value of test                       :    0.14
+
+-----------------------------------------------
+CPU time used                    :  00:02:07.59
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N = 10,  n = 30000000,  r = 27,   s = 3,   L = 30,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.15
+p-value of test                       :    0.59
+
+Kolmogorov-Smirnov- statistic = D-    :    0.24
+p-value of test                       :    0.28
+
+Anderson-Darling statistic = A2       :    0.73
+p-value of test                       :    0.53
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 4890
+Chi-square statistic                  : 4939.53
+p-value of test                       :    0.31
+
+-----------------------------------------------
+CPU time used                    :  00:02:12.13
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N =  1,  n = 30000000,  r =  0,   s = 4,   L = 300,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+Number of degrees of freedom          : 4117
+Chi-square statistic                  : 4106.04
+p-value of test                       :    0.55
+
+-----------------------------------------------
+CPU time used                    :  00:01:36.04
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N =  1,  n = 30000000,  r = 26,   s = 4,   L = 300,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+Number of degrees of freedom          : 4117
+Chi-square statistic                  : 4044.42
+p-value of test                       :    0.79
+
+-----------------------------------------------
+CPU time used                    :  00:01:39.18
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N =  1,  n = 10000000,  r =  0,   s = 5,   L = 1200,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+Number of degrees of freedom          : 11825
+Chi-square statistic                  :11704.68
+p-value of test                       :    0.78
+
+-----------------------------------------------
+CPU time used                    :  00:01:45.36
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N =  1,  n = 10000000,  r = 25,   s = 5,   L = 1200,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+Number of degrees of freedom          : 11825
+Chi-square statistic                  :11967.80
+p-value of test                       :    0.18
+
+-----------------------------------------------
+CPU time used                    :  00:01:52.04
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_Run test:
+-----------------------------------------------
+   N =  1,  n = 2000000000,  r =  0,   s =    3
+
+
+-----------------------------------------------
+Total number of 1 runs:  2000000000
+
+Number of degrees of freedom          :   54
+Chi2 statistic for number of runs     :   52.58
+p-value of test                       :    0.53
+
+
+-----------------------------------------------
+Total number of bits:  8000055867
+
+Normal statistic for number of bits   :    0.44
+p-value of test                       :    0.33
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:24.18
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_Run test:
+-----------------------------------------------
+   N =  1,  n = 2000000000,  r = 27,   s =    3
+
+
+-----------------------------------------------
+Total number of 1 runs:  2000000000
+
+Number of degrees of freedom          :   54
+Chi2 statistic for number of runs     :   57.35
+p-value of test                       :    0.35
+
+
+-----------------------------------------------
+Total number of bits:  7999978341
+
+Normal statistic for number of bits   :   -0.17
+p-value of test                       :    0.57
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:25.31
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_AutoCor test:
+-----------------------------------------------
+   N = 10,  n = 1000000030,  r =  0,   s = 3,   d = 1
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.30
+p-value of test                       :    0.14
+
+Kolmogorov-Smirnov- statistic = D-    :    0.15
+p-value of test                       :    0.59
+
+Anderson-Darling statistic = A2       :    1.29
+p-value of test                       :    0.24
+
+Tests on the sum of all N observations
+Standardized normal statistic         :   -0.83
+p-value of test                       :    0.80
+
+Sample variance                       :    0.26
+p-value of test                       :    0.98
+
+-----------------------------------------------
+CPU time used                    :  00:02:45.04
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_AutoCor test:
+-----------------------------------------------
+   N = 10,  n = 1000000029,  r =  0,   s = 3,   d = 3
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.21
+p-value of test                       :    0.38
+
+Kolmogorov-Smirnov- statistic = D-    :    0.14
+p-value of test                       :    0.60
+
+Anderson-Darling statistic = A2       :    0.48
+p-value of test                       :    0.77
+
+Tests on the sum of all N observations
+Standardized normal statistic         :   -0.46
+p-value of test                       :    0.68
+
+Sample variance                       :    0.80
+p-value of test                       :    0.61
+
+-----------------------------------------------
+CPU time used                    :  00:02:22.20
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_AutoCor test:
+-----------------------------------------------
+   N = 10,  n = 1000000030,  r = 27,   s = 3,   d = 1
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.26
+p-value of test                       :    0.21
+
+Kolmogorov-Smirnov- statistic = D-    :    0.16
+p-value of test                       :    0.53
+
+Anderson-Darling statistic = A2       :    0.60
+p-value of test                       :    0.65
+
+Tests on the sum of all N observations
+Standardized normal statistic         :   -0.11
+p-value of test                       :    0.54
+
+Sample variance                       :    0.82
+p-value of test                       :    0.60
+
+-----------------------------------------------
+CPU time used                    :  00:02:42.82
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_AutoCor test:
+-----------------------------------------------
+   N = 10,  n = 1000000029,  r = 27,   s = 3,   d = 3
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.49
+p-value of test                       :  4.7e-3
+
+Kolmogorov-Smirnov- statistic = D-    :   0.066
+p-value of test                       :    0.88
+
+Anderson-Darling statistic = A2       :    3.65
+p-value of test                       :    0.01
+
+Tests on the sum of all N observations
+Standardized normal statistic         :   -2.36
+p-value of test                       :    0.9909
+
+Sample variance                       :    1.81
+p-value of test                       :    0.06
+
+-----------------------------------------------
+CPU time used                    :  00:02:23.11
+
+Generator state:
+N/A
+
+
+
+
+========= Summary results of BigCrush =========
+
+ Version:          TestU01 1.2.3
+ Generator:        stdin
+ Number of statistics:  160
+ Total CPU time:   04:17:30.27
+ The following tests gave p-values outside [0.001, 0.9990]:
+ (eps  means a value < 1.0e-300):
+ (eps1 means a value < 1.0e-15):
+
+       Test                          p-value
+ ----------------------------------------------
+ 80  LinearComp, r = 0              1 - eps1
+ 81  LinearComp, r = 29             1 - eps1
+ ----------------------------------------------
+ All other tests were passed
+
+
+
+# 
+# Test duration: 1382.4792521782833 minutes
+# 
diff --git a/src/site/resources/txt/userguide/rng/stress/tu/run_1/tu_8 b/src/site/resources/txt/userguide/rng/stress/tu/run_1/tu_8
new file mode 100644
index 000000000..042d209bf
--- /dev/null
+++ b/src/site/resources/txt/userguide/rng/stress/tu/run_1/tu_8
@@ -0,0 +1,3804 @@
+# 
+# RNG: org.apache.commons.math4.rng.internal.source32.Well44497b
+# 
+# Java: 1.8.0_66
+# Runtime: 1.8.0_66-b17
+# JVM: Java HotSpot(TM) 64-Bit Server VM 25.66-b17
+# OS: Linux 3.16.0-4-amd64 amd64
+# 
+# Analyzer: ./stdin2testu01 BigCrush 
+# 
+xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
+                 Starting BigCrush
+                 Version: TestU01 1.2.3
+xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
+
+
+***********************************************************
+Test smarsa_SerialOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N =  1,  n = 1000000000,  r =  0,   d =  256,   t =  3,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =           16777216
+       Expected number per cell =   59.604645
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =   0.0083558402,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          : 16711680
+Value of the statistic                : 1.67e+7
+p-value of test                       :    0.54
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:55.29
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_SerialOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N =  1,  n = 1000000000,  r = 22,   d =  256,   t =  3,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =           16777216
+       Expected number per cell =   59.604645
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =   0.0083558402,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          : 16711680
+Value of the statistic                : 1.67e+7
+p-value of test                       :    0.92
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:42.19
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  0,   d = 2097152,   t =  2,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1367
+p-value of test                       :    0.47
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334487
+  j =  1                              :        599997266
+  j =  2                              :             1367
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:04:17.61
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  9,   d = 2097152,   t =  2,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1394
+p-value of test                       :    0.21
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334514
+  j =  1                              :        599997212
+  j =  2                              :             1394
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:04:19.72
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  0,   d = 16384,   t =  3,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1347
+p-value of test                       :    0.67
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334467
+  j =  1                              :        599997306
+  j =  2                              :             1347
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:05:53.50
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r = 16,   d = 16384,   t =  3,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1375
+p-value of test                       :    0.39
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334495
+  j =  1                              :        599997250
+  j =  2                              :             1375
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:06:44.17
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  0,   d =   64,   t =  7,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1410
+p-value of test                       :    0.11
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334530
+  j =  1                              :        599997180
+  j =  2                              :             1410
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:05:31.99
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r = 24,   d =   64,   t =  7,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1420
+p-value of test                       :    0.07
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334540
+  j =  1                              :        599997160
+  j =  2                              :             1420
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:06:05.63
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  0,   d =    8,   t = 14,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1357
+p-value of test                       :    0.57
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334477
+  j =  1                              :        599997286
+  j =  2                              :             1357
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:05:43.78
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r = 27,   d =    8,   t = 14,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1332
+p-value of test                       :    0.80
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334452
+  j =  1                              :        599997336
+  j =  2                              :             1332
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:05:39.25
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  0,   d =    4,   t = 21,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1290
+p-value of test                       :    0.98
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334410
+  j =  1                              :        599997420
+  j =  2                              :             1290
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:05:37.38
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r = 28,   d =    4,   t = 21,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1295
+p-value of test                       :    0.97
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334415
+  j =  1                              :        599997410
+  j =  2                              :             1295
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:06:04.25
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 100,  n = 10000000,  r =  0,    d = 2147483648,    t = 2,    p = 1
+
+
+      Number of cells = d^t = 4611686018427387904
+      Lambda = Poisson mean =      54.2101
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    5421.01
+Total observed number                 :    5478
+p-value of test                       :    0.22
+
+
+-----------------------------------------------
+CPU time used                    :  00:04:27.17
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 20000000,  r =  0,    d = 2097152,    t = 3,    p = 1
+
+
+      Number of cells = d^t = 9223372036854775808
+      Lambda = Poisson mean =     216.8404
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    4336.81
+Total observed number                 :    4573
+p-value of test                       :  1.9e-4    *****
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:58.42
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 30000000,  r = 14,    d = 65536,    t = 4,    p = 1
+
+
+      Number of cells = d^t = 18446744073709551616
+      Lambda = Poisson mean =     365.9182
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    7318.36
+Total observed number                 :    7342
+p-value of test                       :    0.39
+
+
+-----------------------------------------------
+CPU time used                    :  00:03:13.93
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 20000000,  r =  0,    d = 512,    t = 7,    p = 1
+
+
+      Number of cells = d^t = 9223372036854775808
+      Lambda = Poisson mean =     216.8404
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    4336.81
+Total observed number                 :    4284
+p-value of test                       :    0.79
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:23.27
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 20000000,  r =  7,    d = 512,    t = 7,    p = 1
+
+
+      Number of cells = d^t = 9223372036854775808
+      Lambda = Poisson mean =     216.8404
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    4336.81
+Total observed number                 :    4338
+p-value of test                       :    0.49
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:31.27
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 30000000,  r = 14,    d = 256,    t = 8,    p = 1
+
+
+      Number of cells = d^t = 18446744073709551616
+      Lambda = Poisson mean =     365.9182
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    7318.36
+Total observed number                 :    7496
+p-value of test                       :    0.02
+
+
+-----------------------------------------------
+CPU time used                    :  00:04:04.72
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 30000000,  r = 22,    d = 256,    t = 8,    p = 1
+
+
+      Number of cells = d^t = 18446744073709551616
+      Lambda = Poisson mean =     365.9182
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    7318.36
+Total observed number                 :    7320
+p-value of test                       :    0.49
+
+
+-----------------------------------------------
+CPU time used                    :  00:04:01.22
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 30000000,  r =  0,    d = 16,    t = 16,    p = 1
+
+
+      Number of cells = d^t = 18446744073709551616
+      Lambda = Poisson mean =     365.9182
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    7318.36
+Total observed number                 :    7290
+p-value of test                       :    0.63
+
+
+-----------------------------------------------
+CPU time used                    :  00:05:06.27
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 30000000,  r = 26,    d = 16,    t = 16,    p = 1
+
+
+      Number of cells = d^t = 18446744073709551616
+      Lambda = Poisson mean =     365.9182
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    7318.36
+Total observed number                 :    7179
+p-value of test                       :    0.95
+
+
+-----------------------------------------------
+CPU time used                    :  00:05:36.10
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+snpair_ClosePairs test:
+-----------------------------------------------
+   N = 30,  n = 6000000,  r =  0,  t = 3,  p = 0,  m = 30,  Torus =  TRUE
+
+
+---------------------------------------
+Test based on the 2 nearest points (NP):
+
+Stat. AD on the N values (NP)         :    0.51
+p-value of test                       :    0.74
+
+
+A2 test based on the spacings between the
+   successive jump times of process Y_n(t):
+
+A2 test on the values of A2 (m-NP)    :    0.77
+p-value of test                       :    0.50
+
+Test on the Nm values of W_{n,i}(mNP1):    0.83
+p-value of test                       :    0.46
+
+Test on the jump times of Y
+   (superposition of Yn):
+
+Expected number of jumps of Y = mN    :     900
+Number of jumps of Y                  :     896
+p-value of test                       :    0.54
+
+Stat. AD (mNP2)                       :    0.55
+p-value of test                       :    0.69
+
+Stat. AD after spacings (mNP2-S)      :    2.82
+p-value of test                       :    0.03
+
+-----------------------------------------------
+CPU time used                    :  00:03:12.47
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+snpair_ClosePairs test:
+-----------------------------------------------
+   N = 20,  n = 4000000,  r =  0,  t = 5,  p = 0,  m = 30,  Torus =  TRUE
+
+
+---------------------------------------
+Test based on the 2 nearest points (NP):
+
+Stat. AD on the N values (NP)         :    2.39
+p-value of test                       :    0.06
+
+
+A2 test based on the spacings between the
+   successive jump times of process Y_n(t):
+
+A2 test on the values of A2 (m-NP)    :    0.50
+p-value of test                       :    0.75
+
+Test on the Nm values of W_{n,i}(mNP1):    2.08
+p-value of test                       :    0.08
+
+Test on the jump times of Y
+   (superposition of Yn):
+
+Expected number of jumps of Y = mN    :     600
+Number of jumps of Y                  :     574
+p-value of test                       :    0.85
+
+Stat. AD (mNP2)                       :    0.78
+p-value of test                       :    0.49
+
+Stat. AD after spacings (mNP2-S)      :    0.58
+p-value of test                       :    0.67
+
+-----------------------------------------------
+CPU time used                    :  00:02:02.89
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+snpair_ClosePairs test:
+-----------------------------------------------
+   N = 10,  n = 3000000,  r =  0,  t = 9,  p = 0,  m = 30,  Torus =  TRUE
+
+
+---------------------------------------
+Test based on the 2 nearest points (NP):
+
+Stat. AD on the N values (NP)         :    0.26
+p-value of test                       :    0.96
+
+
+A2 test based on the spacings between the
+   successive jump times of process Y_n(t):
+
+A2 test on the values of A2 (m-NP)    :    1.45
+p-value of test                       :    0.19
+
+Test on the Nm values of W_{n,i}(mNP1):    0.37
+p-value of test                       :    0.88
+
+Test on the jump times of Y
+   (superposition of Yn):
+
+Expected number of jumps of Y = mN    :     300
+Number of jumps of Y                  :     297
+p-value of test                       :    0.55
+
+Stat. AD (mNP2)                       :    1.10
+p-value of test                       :    0.31
+
+Stat. AD after spacings (mNP2-S)      :    0.67
+p-value of test                       :    0.58
+
+-----------------------------------------------
+CPU time used                    :  00:03:01.50
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+snpair_ClosePairs test:
+-----------------------------------------------
+   N =  5,  n = 2000000,  r =  0,  t = 16,  p = 0,  m = 30,  Torus =  TRUE
+
+
+---------------------------------------
+Test based on the 2 nearest points (NP):
+
+Stat. AD on the N values (NP)         :    0.34
+p-value of test                       :    0.90
+
+
+A2 test based on the spacings between the
+   successive jump times of process Y_n(t):
+
+A2 test on the values of A2 (m-NP)    :    0.61
+p-value of test                       :    0.63
+
+Test on the Nm values of W_{n,i}(mNP1):    1.14
+p-value of test                       :    0.29
+
+Test on the jump times of Y
+   (superposition of Yn):
+
+Expected number of jumps of Y = mN    :     150
+Number of jumps of Y                  :     134
+p-value of test                       :    0.90
+
+Stat. AD (mNP2)                       :    1.42
+p-value of test                       :    0.20
+
+Stat. AD after spacings (mNP2-S)      :    0.88
+p-value of test                       :    0.43
+
+-----------------------------------------------
+CPU time used                    :  00:03:23.14
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_SimpPoker test:
+-----------------------------------------------
+   N =  1,  n = 400000000,  r =  0,   d =    8,   k =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    7
+Chi-square statistic                  :    9.36
+p-value of test                       :    0.23
+
+-----------------------------------------------
+CPU time used                    :  00:01:17.73
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_SimpPoker test:
+-----------------------------------------------
+   N =  1,  n = 400000000,  r = 27,   d =    8,   k =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    7
+Chi-square statistic                  :    4.67
+p-value of test                       :    0.70
+
+-----------------------------------------------
+CPU time used                    :  00:01:30.35
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_SimpPoker test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r =  0,   d =   32,   k =   32
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   18
+Chi-square statistic                  :   23.66
+p-value of test                       :    0.17
+
+-----------------------------------------------
+CPU time used                    :  00:01:17.82
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_SimpPoker test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r = 25,   d =   32,   k =   32
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   18
+Chi-square statistic                  :   13.62
+p-value of test                       :    0.75
+
+-----------------------------------------------
+CPU time used                    :  00:01:29.28
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_CouponCollector test:
+-----------------------------------------------
+   N =  1,  n = 200000000,  r =  0,   d =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   54
+Chi-square statistic                  :   58.90
+p-value of test                       :    0.30
+
+-----------------------------------------------
+CPU time used                    :  00:01:42.06
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_CouponCollector test:
+-----------------------------------------------
+   N =  1,  n = 200000000,  r = 10,   d =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   54
+Chi-square statistic                  :   49.51
+p-value of test                       :    0.65
+
+-----------------------------------------------
+CPU time used                    :  00:01:55.84
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_CouponCollector test:
+-----------------------------------------------
+   N =  1,  n = 200000000,  r = 20,   d =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   54
+Chi-square statistic                  :   64.98
+p-value of test                       :    0.15
+
+-----------------------------------------------
+CPU time used                    :  00:01:52.64
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_CouponCollector test:
+-----------------------------------------------
+   N =  1,  n = 200000000,  r = 27,   d =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   54
+Chi-square statistic                  :   60.28
+p-value of test                       :    0.26
+
+-----------------------------------------------
+CPU time used                    :  00:01:50.31
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Gap test:
+-----------------------------------------------
+   N =  1,  n = 500000000,  r =  0,   Alpha =        0,   Beta  =   0.0625
+
+
+-----------------------------------------------
+Number of degrees of freedom          :  232
+Chi-square statistic                  :  259.99
+p-value of test                       :    0.10
+
+-----------------------------------------------
+CPU time used                    :  00:02:14.35
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Gap test:
+-----------------------------------------------
+   N =  1,  n = 300000000,  r = 25,   Alpha =        0,   Beta  =  0.03125
+
+
+-----------------------------------------------
+Number of degrees of freedom          :  434
+Chi-square statistic                  :  425.54
+p-value of test                       :    0.60
+
+-----------------------------------------------
+CPU time used                    :  00:02:51.93
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Gap test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r =  0,   Alpha =        0,   Beta  = 0.0078125
+
+
+-----------------------------------------------
+Number of degrees of freedom          : 1437
+Chi-square statistic                  : 1418.24
+p-value of test                       :    0.63
+
+-----------------------------------------------
+CPU time used                    :  00:03:29.22
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Gap test:
+-----------------------------------------------
+   N =  1,  n = 10000000,  r = 20,   Alpha =        0,   Beta  = 0.000976562
+
+
+-----------------------------------------------
+Number of degrees of freedom          : 7046
+Chi-square statistic                  : 6835.94
+p-value of test                       :    0.96
+
+-----------------------------------------------
+CPU time used                    :  00:03:08.93
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Run test:
+-----------------------------------------------
+   N =  5,  n = 1000000000,  r =  0,   Up = FALSE
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.14
+p-value of test                       :    0.76
+
+Kolmogorov-Smirnov- statistic = D-    :    0.17
+p-value of test                       :    0.68
+
+Anderson-Darling statistic = A2       :    0.28
+p-value of test                       :    0.95
+
+Test on the sum of all N observations
+Number of degrees of freedom          :   30
+Chi-square statistic                  :   32.81
+p-value of test                       :    0.33
+
+-----------------------------------------------
+CPU time used                    :  00:01:49.39
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Run test:
+-----------------------------------------------
+   N = 10,  n = 1000000000,  r = 15,   Up =  TRUE
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.34
+p-value of test                       :    0.08
+
+Kolmogorov-Smirnov- statistic = D-    : 1.58e-3
+p-value of test                       :    0.9984
+
+Anderson-Darling statistic = A2       :    2.82
+p-value of test                       :    0.03
+
+Test on the sum of all N observations
+Number of degrees of freedom          :   60
+Chi-square statistic                  :   38.69
+p-value of test                       :    0.99
+
+-----------------------------------------------
+CPU time used                    :  00:04:08.97
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_Permutation calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N =  1,  n = 1000000000,  r =  5,   t =  3,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =                  6
+       Expected number per cell =  1.6666667e+08
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =  2.5000002e-09,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          :    5
+Value of the statistic                :    2.47
+p-value of test                       :    0.78
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:14.23
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_Permutation calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N =  1,  n = 1000000000,  r =  5,   t =  5,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =                120
+       Expected number per cell =   8333333.3
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =  5.9500005e-08,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          :  119
+Value of the statistic                :   97.05
+p-value of test                       :    0.93
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:08.54
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_Permutation calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N =  1,  n = 500000000,  r =  5,   t =  7,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =               5040
+       Expected number per cell =   99206.349
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =  5.0390004e-06,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          : 5039
+Value of the statistic                : 4996.02
+p-value of test                       :    0.66
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:36.70
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_Permutation calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N =  1,  n = 500000000,  r = 10,   t = 10,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =            3628800
+       Expected number per cell =    137.7866
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =   0.0036287993,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          : 3628799
+Value of the statistic                : 3.63e+6
+p-value of test                       :    0.73
+
+
+-----------------------------------------------
+CPU time used                    :  00:03:02.09
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_CollisionPermut calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N = 20,  n = 20000000,  r =  0,   t = 14,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =        87178291200
+       Expected number per cell =  1 /  4358.9146
+       EColl = n^2 / (2k) =   2294.14912
+       Hashing =   TRUE
+
+       Collision test,    Mu =      2293.9736,    Sigma =    47.8841
+
+-----------------------------------------------
+Test Results for Collisions
+
+For the total number of collisions, we use
+      the Poisson approximation:
+Expected number of collisions = N*Mu  :    45879.47
+Observed number of collisions         :    45834
+p-value of test                       :    0.58
+
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :    1743165869834
+  j =  1                              :        399908336
+  j =  2                              :            45826
+  j =  3                              :                4
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:04:07.70
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_CollisionPermut calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N = 20,  n = 20000000,  r = 10,   t = 14,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =        87178291200
+       Expected number per cell =  1 /  4358.9146
+       EColl = n^2 / (2k) =   2294.14912
+       Hashing =   TRUE
+
+       Collision test,    Mu =      2293.9736,    Sigma =    47.8841
+
+-----------------------------------------------
+Test Results for Collisions
+
+For the total number of collisions, we use
+      the Poisson approximation:
+Expected number of collisions = N*Mu  :    45879.47
+Observed number of collisions         :    45984
+p-value of test                       :    0.31
+
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :    1743165869984
+  j =  1                              :        399908038
+  j =  2                              :            45972
+  j =  3                              :                6
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:04:12.18
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_MaxOft test:
+-----------------------------------------------
+   N = 40,  n = 10000000,  r =  0,   d = 100000,   t =  8
+
+      Number of categories = 100000
+      Expected number per category  = 100.00
+
+
+-----------------------------------------------
+Test results for chi2 with 99999 degrees of freedom:
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.086
+p-value of test                       :    0.53
+
+Kolmogorov-Smirnov- statistic = D-    :    0.15
+p-value of test                       :    0.14
+
+Anderson-Darling statistic = A2       :    1.11
+p-value of test                       :    0.31
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 3999960
+Chi-square statistic                  : 4.00e+6
+p-value of test                       :    0.29
+
+
+-----------------------------------------------
+Test results for Anderson-Darling:
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.050
+p-value of test                       :    0.79
+
+Kolmogorov-Smirnov- statistic = D-    :    0.13
+p-value of test                       :    0.26
+
+Anderson-Darling statistic = A2       :    0.78
+p-value of test                       :    0.50
+
+
+-----------------------------------------------
+CPU time used                    :  00:03:12.54
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_MaxOft test:
+-----------------------------------------------
+   N = 30,  n = 10000000,  r =  0,   d = 100000,   t = 16
+
+      Number of categories = 100000
+      Expected number per category  = 100.00
+
+
+-----------------------------------------------
+Test results for chi2 with 99999 degrees of freedom:
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.20
+p-value of test                       :    0.09
+
+Kolmogorov-Smirnov- statistic = D-    :   0.018
+p-value of test                       :    0.97
+
+Anderson-Darling statistic = A2       :    1.27
+p-value of test                       :    0.24
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 2999970
+Chi-square statistic                  : 3.00e+6
+p-value of test                       :    0.93
+
+
+-----------------------------------------------
+Test results for Anderson-Darling:
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.084
+p-value of test                       :    0.62
+
+Kolmogorov-Smirnov- statistic = D-    :   0.099
+p-value of test                       :    0.52
+
+Anderson-Darling statistic = A2       :    0.30
+p-value of test                       :    0.94
+
+
+-----------------------------------------------
+CPU time used                    :  00:03:03.43
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_MaxOft test:
+-----------------------------------------------
+   N = 20,  n = 10000000,  r =  0,   d = 100000,   t = 24
+
+      Number of categories = 100000
+      Expected number per category  = 100.00
+
+
+-----------------------------------------------
+Test results for chi2 with 99999 degrees of freedom:
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.14
+p-value of test                       :    0.41
+
+Kolmogorov-Smirnov- statistic = D-    :   0.082
+p-value of test                       :    0.73
+
+Anderson-Darling statistic = A2       :    0.41
+p-value of test                       :    0.84
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 1999980
+Chi-square statistic                  : 2.00e+6
+p-value of test                       :    0.66
+
+
+-----------------------------------------------
+Test results for Anderson-Darling:
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.067
+p-value of test                       :    0.80
+
+Kolmogorov-Smirnov- statistic = D-    :    0.25
+p-value of test                       :    0.07
+
+Anderson-Darling statistic = A2       :    1.13
+p-value of test                       :    0.29
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:28.45
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_MaxOft test:
+-----------------------------------------------
+   N = 20,  n = 10000000,  r =  0,   d = 100000,   t = 32
+
+      Number of categories = 100000
+      Expected number per category  = 100.00
+
+
+-----------------------------------------------
+Test results for chi2 with 99999 degrees of freedom:
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.19
+p-value of test                       :    0.21
+
+Kolmogorov-Smirnov- statistic = D-    :   0.025
+p-value of test                       :    0.96
+
+Anderson-Darling statistic = A2       :    1.08
+p-value of test                       :    0.32
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 1999980
+Chi-square statistic                  : 2.00e+6
+p-value of test                       :    0.91
+
+
+-----------------------------------------------
+Test results for Anderson-Darling:
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.11
+p-value of test                       :    0.59
+
+Kolmogorov-Smirnov- statistic = D-    :    0.13
+p-value of test                       :    0.46
+
+Anderson-Darling statistic = A2       :    0.35
+p-value of test                       :    0.89
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:51.89
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleProd test:
+-----------------------------------------------
+   N = 40,  n = 10000000,  r =  0,   t = 8
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.070
+p-value of test                       :    0.64
+
+Kolmogorov-Smirnov- statistic = D-    :    0.12
+p-value of test                       :    0.31
+
+Anderson-Darling statistic = A2       :    0.36
+p-value of test                       :    0.88
+
+-----------------------------------------------
+CPU time used                    :  00:02:33.19
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleProd test:
+-----------------------------------------------
+   N = 20,  n = 10000000,  r =  0,   t = 16
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.13
+p-value of test                       :    0.45
+
+Kolmogorov-Smirnov- statistic = D-    :   0.058
+p-value of test                       :    0.84
+
+Anderson-Darling statistic = A2       :    0.65
+p-value of test                       :    0.60
+
+-----------------------------------------------
+CPU time used                    :  00:01:51.76
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleProd test:
+-----------------------------------------------
+   N = 20,  n = 10000000,  r =  0,   t = 24
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.12
+p-value of test                       :    0.52
+
+Kolmogorov-Smirnov- statistic = D-    :    0.20
+p-value of test                       :    0.17
+
+Anderson-Darling statistic = A2       :    1.21
+p-value of test                       :    0.26
+
+-----------------------------------------------
+CPU time used                    :  00:02:22.14
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleMean test:
+-----------------------------------------------
+   N = 20000000,  n = 30,  r =  0
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    : 4.62e-5
+p-value of test                       :    0.92
+
+Kolmogorov-Smirnov- statistic = D-    : 3.03e-4
+p-value of test                       :    0.03
+
+Anderson-Darling statistic = A2       :    3.00
+p-value of test                       :    0.03
+
+-----------------------------------------------
+CPU time used                    :  00:00:33.32
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleMean test:
+-----------------------------------------------
+   N = 20000000,  n = 30,  r = 10
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    : 2.36e-4
+p-value of test                       :    0.11
+
+Kolmogorov-Smirnov- statistic = D-    : 7.68e-5
+p-value of test                       :    0.79
+
+Anderson-Darling statistic = A2       :    1.34
+p-value of test                       :    0.22
+
+-----------------------------------------------
+CPU time used                    :  00:00:34.18
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleCorr test:
+-----------------------------------------------
+   N =  1,  n = 2000000000,  r =  0,   k = 1
+
+
+-----------------------------------------------
+Normal statistic                      :   -1.23
+p-value of test                       :    0.89
+
+-----------------------------------------------
+CPU time used                    :  00:00:34.43
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleCorr test:
+-----------------------------------------------
+   N =  1,  n = 2000000000,  r =  0,   k = 2
+
+
+-----------------------------------------------
+Normal statistic                      :   -1.12
+p-value of test                       :    0.87
+
+-----------------------------------------------
+CPU time used                    :  00:00:33.97
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_AppearanceSpacings test:
+-----------------------------------------------
+   N =  1,   Q = 10000000,   K = 1000000000,   r = 0,   s = 3,   L = 15
+
+   Sequences of n = (K + Q)L =  15150000000 bits
+   Q = 10000000 initialization blocks
+   K = 1000000000 blocks for the test
+   the blocks have L = 15 bits
+
+
+
+-----------------------------------------------
+Normal statistic                      :    1.50
+p-value of test                       :    0.07
+
+-----------------------------------------------
+CPU time used                    :  00:01:57.72
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_AppearanceSpacings test:
+-----------------------------------------------
+   N =  1,   Q = 10000000,   K = 1000000000,   r = 27,   s = 3,   L = 15
+
+   Sequences of n = (K + Q)L =  15150000000 bits
+   Q = 10000000 initialization blocks
+   K = 1000000000 blocks for the test
+   the blocks have L = 15 bits
+
+
+
+-----------------------------------------------
+Normal statistic                      :   -0.62
+p-value of test                       :    0.73
+
+-----------------------------------------------
+CPU time used                    :  00:02:04.36
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r =  0,  k = 256,  Alpha =      0,  Beta =   0.25
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   67
+Chi-square statistic                  :   66.00
+p-value of test                       :    0.51
+
+-----------------------------------------------
+CPU time used                    :  00:01:29.15
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r = 20,  k = 256,  Alpha =      0,  Beta =   0.25
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   67
+Chi-square statistic                  :   51.09
+p-value of test                       :    0.93
+
+-----------------------------------------------
+CPU time used                    :  00:01:33.25
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r = 28,  k = 256,  Alpha =      0,  Beta =   0.25
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   67
+Chi-square statistic                  :   81.17
+p-value of test                       :    0.11
+
+-----------------------------------------------
+CPU time used                    :  00:01:36.50
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r =  0,  k = 256,  Alpha =      0,  Beta = 0.0625
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   37
+Chi-square statistic                  :   40.63
+p-value of test                       :    0.31
+
+-----------------------------------------------
+CPU time used                    :  00:01:31.04
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r = 10,  k = 256,  Alpha =      0,  Beta = 0.0625
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   37
+Chi-square statistic                  :   52.00
+p-value of test                       :    0.05
+
+-----------------------------------------------
+CPU time used                    :  00:01:53.54
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r = 26,  k = 256,  Alpha =      0,  Beta = 0.0625
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   37
+Chi-square statistic                  :   27.47
+p-value of test                       :    0.87
+
+-----------------------------------------------
+CPU time used                    :  00:01:51.12
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SumCollector test:
+-----------------------------------------------
+   N =  1,  n = 500000000,  r =  0,   g = 10
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   29
+Chi-square statistic                  :   32.05
+p-value of test                       :    0.32
+
+-----------------------------------------------
+CPU time used                    :  00:02:57.77
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N = 10,  n = 1000000,  r =  0,    s = 5,    L = 30,    k = 30
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.080
+p-value of test                       :    0.84
+
+Kolmogorov-Smirnov- statistic = D-    :    0.20
+p-value of test                       :    0.41
+
+Anderson-Darling statistic = A2       :    0.42
+p-value of test                       :    0.82
+
+Test on the sum of all N observations
+Number of degrees of freedom          :   40
+Chi-square statistic                  :   44.08
+p-value of test                       :    0.30
+
+-----------------------------------------------
+CPU time used                    :  00:01:22.73
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N = 10,  n = 1000000,  r = 25,    s = 5,    L = 30,    k = 30
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.33
+p-value of test                       :    0.09
+
+Kolmogorov-Smirnov- statistic = D-    :    0.13
+p-value of test                       :    0.64
+
+Anderson-Darling statistic = A2       :    1.25
+p-value of test                       :    0.25
+
+Test on the sum of all N observations
+Number of degrees of freedom          :   40
+Chi-square statistic                  :   33.20
+p-value of test                       :    0.77
+
+-----------------------------------------------
+CPU time used                    :  00:01:23.06
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N =  1,  n = 5000,  r =  0,    s = 4,    L = 1000,    k = 1000
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    3
+Chi-square statistic                  :    5.73
+p-value of test                       :    0.13
+
+-----------------------------------------------
+CPU time used                    :  00:02:09.10
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N =  1,  n = 5000,  r = 26,    s = 4,    L = 1000,    k = 1000
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    3
+Chi-square statistic                  :   10.37
+p-value of test                       :    0.02
+
+-----------------------------------------------
+CPU time used                    :  00:02:09.02
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N =  1,  n = 80,  r = 15,    s = 15,    L = 5000,    k = 5000
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    2
+Chi-square statistic                  :    1.04
+p-value of test                       :    0.59
+
+-----------------------------------------------
+CPU time used                    :  00:01:35.34
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N =  1,  n = 80,  r =  0,    s = 30,    L = 5000,    k = 5000
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    2
+Chi-square statistic                  :    0.21
+p-value of test                       :    0.90
+
+-----------------------------------------------
+CPU time used                    :  00:01:17.57
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_Savir2 test:
+-----------------------------------------------
+   N = 10,  n = 10000000,  r = 10,    m = 1048576,    t = 30
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.33
+p-value of test                       :    0.10
+
+Kolmogorov-Smirnov- statistic = D-    :   0.093
+p-value of test                       :    0.79
+
+Anderson-Darling statistic = A2       :    1.13
+p-value of test                       :    0.29
+
+Test on the sum of all N observations
+Number of degrees of freedom          :  130
+Chi-square statistic                  :  120.36
+p-value of test                       :    0.72
+
+-----------------------------------------------
+CPU time used                    :  00:00:58.06
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_GCD test:
+-----------------------------------------------
+   N = 10,  n = 50000000,  r =  0,   s = 30
+
+
+-----------------------------------------------
+Test results for GCD values:
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.18
+p-value of test                       :    0.47
+
+Kolmogorov-Smirnov- statistic = D-    :    0.19
+p-value of test                       :    0.45
+
+Anderson-Darling statistic = A2       :    0.44
+p-value of test                       :    0.80
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 17430
+Chi-square statistic                  :17464.80
+p-value of test                       :    0.42
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:52.17
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r =  0,   s = 5,   L0 =   50,   L1 =   50
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :   36
+ChiSquare statistic                   :   35.67
+p-value of test                       :    0.48
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :   35
+ChiSquare statistic                   :   32.14
+p-value of test                       :    0.61
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          :   25
+ChiSquare statistic                   :   28.28
+p-value of test                       :    0.30
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :   24
+ChiSquare statistic                   :   26.69
+p-value of test                       :    0.32
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :   17
+ChiSquare statistic                   :   14.26
+p-value of test                       :    0.65
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:46.64
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r = 25,   s = 5,   L0 =   50,   L1 =   50
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :   36
+ChiSquare statistic                   :   33.31
+p-value of test                       :    0.60
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :   35
+ChiSquare statistic                   :   33.59
+p-value of test                       :    0.54
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          :   25
+ChiSquare statistic                   :   24.19
+p-value of test                       :    0.51
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :   24
+ChiSquare statistic                   :   25.15
+p-value of test                       :    0.40
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :   17
+ChiSquare statistic                   :   11.21
+p-value of test                       :    0.85
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:46.79
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 10000000,  r =  0,   s = 10,   L0 = 1000,   L1 = 1000
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :  146
+ChiSquare statistic                   :  173.57
+p-value of test                       :    0.06
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :  146
+ChiSquare statistic                   :  162.33
+p-value of test                       :    0.17
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          :  500
+ChiSquare statistic                   :  500.31
+p-value of test                       :    0.49
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :  136
+ChiSquare statistic                   :  141.20
+p-value of test                       :    0.36
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :   74
+ChiSquare statistic                   :   55.13
+p-value of test                       :    0.95
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:55.02
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 10000000,  r = 20,   s = 10,   L0 = 1000,   L1 = 1000
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :  146
+ChiSquare statistic                   :  153.76
+p-value of test                       :    0.31
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :  146
+ChiSquare statistic                   :  162.92
+p-value of test                       :    0.16
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          :  500
+ChiSquare statistic                   :  554.61
+p-value of test                       :    0.05
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :  136
+ChiSquare statistic                   :  114.61
+p-value of test                       :    0.91
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :   74
+ChiSquare statistic                   :   71.25
+p-value of test                       :    0.57
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:56.04
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 1000000,  r =  0,   s = 15,   L0 = 10000,   L1 = 10000
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :  384
+ChiSquare statistic                   :  349.81
+p-value of test                       :    0.89
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :  384
+ChiSquare statistic                   :  351.18
+p-value of test                       :    0.88
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          : 5000
+ChiSquare statistic                   : 4872.11
+p-value of test                       :    0.90
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :  378
+ChiSquare statistic                   :  387.05
+p-value of test                       :    0.36
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :  200
+ChiSquare statistic                   :  218.17
+p-value of test                       :    0.18
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:46.26
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 1000000,  r = 15,   s = 15,   L0 = 10000,   L1 = 10000
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :  384
+ChiSquare statistic                   :  393.09
+p-value of test                       :    0.36
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :  384
+ChiSquare statistic                   :  419.42
+p-value of test                       :    0.10
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          : 5000
+ChiSquare statistic                   : 5053.80
+p-value of test                       :    0.29
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :  378
+ChiSquare statistic                   :  321.70
+p-value of test                       :    0.98
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :  200
+ChiSquare statistic                   :  173.17
+p-value of test                       :    0.92
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:46.78
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+scomp_LinearComp test:
+-----------------------------------------------
+   N =  1,  n = 400020,  r =  0,    s = 1
+
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   12
+Chi2 statistic for size of jumps      :   13.22
+p-value of test                       :    0.35
+
+
+-----------------------------------------------
+Normal statistic for number of jumps  : -347.70
+p-value of test                       : 1 - eps1    *****
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:19.43
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+scomp_LinearComp test:
+-----------------------------------------------
+   N =  1,  n = 400020,  r = 29,    s = 1
+
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   12
+Chi2 statistic for size of jumps      :   14.75
+p-value of test                       :    0.26
+
+
+-----------------------------------------------
+Normal statistic for number of jumps  : -347.91
+p-value of test                       : 1 - eps1    *****
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:19.43
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+scomp_LempelZiv test:
+-----------------------------------------------
+   N = 10,  n = 134217728,  r =  0,   s =   30,   k =   27
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    : 8.80e-3
+p-value of test                       :    0.9905
+
+Kolmogorov-Smirnov- statistic = D-    :    0.39
+p-value of test                       :    0.03
+
+Anderson-Darling statistic = A2       :    2.23
+p-value of test                       :    0.07
+
+Tests on the sum of all N observations
+Standardized normal statistic         :    1.91
+p-value of test                       :    0.03
+
+Sample variance                       :    1.43
+p-value of test                       :    0.17
+
+-----------------------------------------------
+CPU time used                    :  00:01:06.29
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+scomp_LempelZiv test:
+-----------------------------------------------
+   N = 10,  n = 134217728,  r = 15,   s =   15,   k =   27
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.15
+p-value of test                       :    0.59
+
+Kolmogorov-Smirnov- statistic = D-    :    0.37
+p-value of test                       :    0.05
+
+Anderson-Darling statistic = A2       :    1.54
+p-value of test                       :    0.17
+
+Tests on the sum of all N observations
+Standardized normal statistic         :    0.77
+p-value of test                       :    0.22
+
+Sample variance                       :    1.50
+p-value of test                       :    0.14
+
+-----------------------------------------------
+CPU time used                    :  00:01:04.68
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sspectral_Fourier3 test:
+-----------------------------------------------
+   N = 100000,  n = 16384,  r =  0,   s =    3,   k =   14
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    : 9.18e-3
+p-value of test                       :    0.50
+
+Kolmogorov-Smirnov- statistic = D-    : 7.37e-3
+p-value of test                       :    0.64
+
+Anderson-Darling statistic = A2       :    0.22
+p-value of test                       :    0.98
+
+-----------------------------------------------
+CPU time used                    :  00:00:47.84
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sspectral_Fourier3 test:
+-----------------------------------------------
+   N = 100000,  n = 16384,  r = 27,   s =    3,   k =   14
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.019
+p-value of test                       :    0.05
+
+Kolmogorov-Smirnov- statistic = D-    : 8.79e-3
+p-value of test                       :    0.53
+
+Anderson-Darling statistic = A2       :    1.51
+p-value of test                       :    0.17
+
+-----------------------------------------------
+CPU time used                    :  00:00:47.09
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_LongestHeadRun test:
+-----------------------------------------------
+   N =  1,  n = 1000,  r =  0,   s = 3,   L = 10000020
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    8
+Chi-square statistic                  :    8.08
+p-value of test                       :    0.43
+
+-----------------------------------------------
+Global longest run of 1               :   32.00
+p-value of test                       :    0.50
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:37.31
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_LongestHeadRun test:
+-----------------------------------------------
+   N =  1,  n = 1000,  r = 27,   s = 3,   L = 10000020
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    8
+Chi-square statistic                  :    5.09
+p-value of test                       :    0.75
+
+-----------------------------------------------
+Global longest run of 1               :   32.00
+p-value of test                       :    0.50
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:41.32
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_PeriodsInStrings test:
+-----------------------------------------------
+   N = 10,  n = 500000000,  r =  0,   s =   10
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.29
+p-value of test                       :    0.16
+
+Kolmogorov-Smirnov- statistic = D-    :    0.11
+p-value of test                       :    0.73
+
+Anderson-Darling statistic = A2       :    0.63
+p-value of test                       :    0.62
+
+Test on the sum of all N observations
+Number of degrees of freedom          :  200
+Chi-square statistic                  :  188.63
+p-value of test                       :    0.71
+
+-----------------------------------------------
+CPU time used                    :  00:02:39.73
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_PeriodsInStrings test:
+-----------------------------------------------
+   N = 10,  n = 500000000,  r = 20,   s =   10
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.28
+p-value of test                       :    0.18
+
+Kolmogorov-Smirnov- statistic = D-    :    0.12
+p-value of test                       :    0.68
+
+Anderson-Darling statistic = A2       :    0.95
+p-value of test                       :    0.38
+
+Test on the sum of all N observations
+Number of degrees of freedom          :  200
+Chi-square statistic                  :  189.12
+p-value of test                       :    0.70
+
+-----------------------------------------------
+CPU time used                    :  00:02:43.56
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingWeight2 test:
+-----------------------------------------------
+   N = 10,  n = 1000000000,  r =  0,   s = 3,   L = 1000000
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.14
+p-value of test                       :    0.64
+
+Kolmogorov-Smirnov- statistic = D-    :    0.25
+p-value of test                       :    0.23
+
+Anderson-Darling statistic = A2       :    0.89
+p-value of test                       :    0.42
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 10000
+Chi-square statistic                  :10098.41
+p-value of test                       :    0.24
+
+-----------------------------------------------
+CPU time used                    :  00:01:07.14
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingWeight2 test:
+-----------------------------------------------
+   N = 10,  n = 1000000000,  r = 27,   s = 3,   L = 1000000
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.21
+p-value of test                       :    0.36
+
+Kolmogorov-Smirnov- statistic = D-    :    0.11
+p-value of test                       :    0.72
+
+Anderson-Darling statistic = A2       :    0.70
+p-value of test                       :    0.55
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 10000
+Chi-square statistic                  : 9864.25
+p-value of test                       :    0.83
+
+-----------------------------------------------
+CPU time used                    :  00:01:09.73
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingCorr test:
+-----------------------------------------------
+   N =  1,  n = 1000000000,  r = 10,   s = 10,   L = 30
+
+
+
+-----------------------------------------------
+Normal statistic                      :   -0.29
+p-value of test                       :    0.61
+
+-----------------------------------------------
+CPU time used                    :  00:01:20.28
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingCorr test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r = 10,   s = 10,   L = 300
+
+
+
+-----------------------------------------------
+Normal statistic                      :   -0.78
+p-value of test                       :    0.78
+
+-----------------------------------------------
+CPU time used                    :  00:01:18.87
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingCorr test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r = 10,   s = 10,   L = 1200
+
+
+
+-----------------------------------------------
+Normal statistic                      :    0.96
+p-value of test                       :    0.17
+
+-----------------------------------------------
+CPU time used                    :  00:05:11.70
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N = 10,  n = 30000000,  r =  0,   s = 3,   L = 30,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.23
+p-value of test                       :    0.31
+
+Kolmogorov-Smirnov- statistic = D-    :    0.17
+p-value of test                       :    0.49
+
+Anderson-Darling statistic = A2       :    0.61
+p-value of test                       :    0.64
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 4890
+Chi-square statistic                  : 4930.52
+p-value of test                       :    0.34
+
+-----------------------------------------------
+CPU time used                    :  00:02:14.40
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N = 10,  n = 30000000,  r = 27,   s = 3,   L = 30,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.18
+p-value of test                       :    0.47
+
+Kolmogorov-Smirnov- statistic = D-    :   0.061
+p-value of test                       :    0.90
+
+Anderson-Darling statistic = A2       :    0.35
+p-value of test                       :    0.89
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 4890
+Chi-square statistic                  : 4830.96
+p-value of test                       :    0.72
+
+-----------------------------------------------
+CPU time used                    :  00:02:18.60
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N =  1,  n = 30000000,  r =  0,   s = 4,   L = 300,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+Number of degrees of freedom          : 4117
+Chi-square statistic                  : 4136.98
+p-value of test                       :    0.41
+
+-----------------------------------------------
+CPU time used                    :  00:01:34.90
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N =  1,  n = 30000000,  r = 26,   s = 4,   L = 300,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+Number of degrees of freedom          : 4117
+Chi-square statistic                  : 4129.07
+p-value of test                       :    0.44
+
+-----------------------------------------------
+CPU time used                    :  00:01:37.67
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N =  1,  n = 10000000,  r =  0,   s = 5,   L = 1200,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+Number of degrees of freedom          : 11825
+Chi-square statistic                  :11802.32
+p-value of test                       :    0.56
+
+-----------------------------------------------
+CPU time used                    :  00:01:41.32
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N =  1,  n = 10000000,  r = 25,   s = 5,   L = 1200,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+Number of degrees of freedom          : 11825
+Chi-square statistic                  :11807.12
+p-value of test                       :    0.54
+
+-----------------------------------------------
+CPU time used                    :  00:01:44.37
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_Run test:
+-----------------------------------------------
+   N =  1,  n = 2000000000,  r =  0,   s =    3
+
+
+-----------------------------------------------
+Total number of 1 runs:  2000000000
+
+Number of degrees of freedom          :   54
+Chi2 statistic for number of runs     :   68.52
+p-value of test                       :    0.09
+
+
+-----------------------------------------------
+Total number of bits:  7999965123
+
+Normal statistic for number of bits   :   -0.28
+p-value of test                       :    0.61
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:13.88
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_Run test:
+-----------------------------------------------
+   N =  1,  n = 2000000000,  r = 27,   s =    3
+
+
+-----------------------------------------------
+Total number of 1 runs:  2000000000
+
+Number of degrees of freedom          :   54
+Chi2 statistic for number of runs     :   51.24
+p-value of test                       :    0.58
+
+
+-----------------------------------------------
+Total number of bits:  7999812477
+
+Normal statistic for number of bits   :   -1.48
+p-value of test                       :    0.93
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:18.32
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_AutoCor test:
+-----------------------------------------------
+   N = 10,  n = 1000000030,  r =  0,   s = 3,   d = 1
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.17
+p-value of test                       :    0.51
+
+Kolmogorov-Smirnov- statistic = D-    :    0.17
+p-value of test                       :    0.50
+
+Anderson-Darling statistic = A2       :    0.44
+p-value of test                       :    0.81
+
+Tests on the sum of all N observations
+Standardized normal statistic         :    0.30
+p-value of test                       :    0.38
+
+Sample variance                       :    0.65
+p-value of test                       :    0.76
+
+-----------------------------------------------
+CPU time used                    :  00:02:31.57
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_AutoCor test:
+-----------------------------------------------
+   N = 10,  n = 1000000029,  r =  0,   s = 3,   d = 3
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.075
+p-value of test                       :    0.86
+
+Kolmogorov-Smirnov- statistic = D-    :    0.46
+p-value of test                       :  8.9e-3
+
+Anderson-Darling statistic = A2       :    2.68
+p-value of test                       :    0.04
+
+Tests on the sum of all N observations
+Standardized normal statistic         :    1.89
+p-value of test                       :    0.03
+
+Sample variance                       :    1.30
+p-value of test                       :    0.23
+
+-----------------------------------------------
+CPU time used                    :  00:02:13.17
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_AutoCor test:
+-----------------------------------------------
+   N = 10,  n = 1000000030,  r = 27,   s = 3,   d = 1
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.24
+p-value of test                       :    0.26
+
+Kolmogorov-Smirnov- statistic = D-    :   0.042
+p-value of test                       :    0.94
+
+Anderson-Darling statistic = A2       :    0.57
+p-value of test                       :    0.68
+
+Tests on the sum of all N observations
+Standardized normal statistic         :   -0.85
+p-value of test                       :    0.80
+
+Sample variance                       :    0.71
+p-value of test                       :    0.70
+
+-----------------------------------------------
+CPU time used                    :  00:02:31.40
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_AutoCor test:
+-----------------------------------------------
+   N = 10,  n = 1000000029,  r = 27,   s = 3,   d = 3
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.20
+p-value of test                       :    0.41
+
+Kolmogorov-Smirnov- statistic = D-    :    0.23
+p-value of test                       :    0.31
+
+Anderson-Darling statistic = A2       :    0.60
+p-value of test                       :    0.64
+
+Tests on the sum of all N observations
+Standardized normal statistic         :  -0.029
+p-value of test                       :    0.51
+
+Sample variance                       :    0.44
+p-value of test                       :    0.92
+
+-----------------------------------------------
+CPU time used                    :  00:02:15.02
+
+Generator state:
+N/A
+
+
+
+
+========= Summary results of BigCrush =========
+
+ Version:          TestU01 1.2.3
+ Generator:        stdin
+ Number of statistics:  160
+ Total CPU time:   04:13:26.34
+ The following tests gave p-values outside [0.001, 0.9990]:
+ (eps  means a value < 1.0e-300):
+ (eps1 means a value < 1.0e-15):
+
+       Test                          p-value
+ ----------------------------------------------
+ 14  BirthdaySpacings, t = 3         1.9e-4
+ 80  LinearComp, r = 0              1 - eps1
+ 81  LinearComp, r = 29             1 - eps1
+ ----------------------------------------------
+ All other tests were passed
+
+
+
+# 
+# Test duration: 1477.9368014822332 minutes
+# 
diff --git a/src/site/resources/txt/userguide/rng/stress/tu/run_1/tu_9 b/src/site/resources/txt/userguide/rng/stress/tu/run_1/tu_9
new file mode 100644
index 000000000..c937529bd
--- /dev/null
+++ b/src/site/resources/txt/userguide/rng/stress/tu/run_1/tu_9
@@ -0,0 +1,3802 @@
+# 
+# RNG: org.apache.commons.math4.rng.internal.source32.ISAACRandom
+# 
+# Java: 1.8.0_66
+# Runtime: 1.8.0_66-b17
+# JVM: Java HotSpot(TM) 64-Bit Server VM 25.66-b17
+# OS: Linux 3.16.0-4-amd64 amd64
+# 
+# Analyzer: ./stdin2testu01 BigCrush 
+# 
+xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
+                 Starting BigCrush
+                 Version: TestU01 1.2.3
+xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
+
+
+***********************************************************
+Test smarsa_SerialOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N =  1,  n = 1000000000,  r =  0,   d =  256,   t =  3,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =           16777216
+       Expected number per cell =   59.604645
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =   0.0083558402,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          : 16711680
+Value of the statistic                : 1.67e+7
+p-value of test                       :    0.73
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:47.81
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_SerialOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N =  1,  n = 1000000000,  r = 22,   d =  256,   t =  3,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =           16777216
+       Expected number per cell =   59.604645
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =   0.0083558402,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          : 16711680
+Value of the statistic                : 1.67e+7
+p-value of test                       :    0.68
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:55.15
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  0,   d = 2097152,   t =  2,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1372
+p-value of test                       :    0.42
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334492
+  j =  1                              :        599997256
+  j =  2                              :             1372
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:03:53.12
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  9,   d = 2097152,   t =  2,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1366
+p-value of test                       :    0.48
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334486
+  j =  1                              :        599997268
+  j =  2                              :             1366
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:04:20.55
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  0,   d = 16384,   t =  3,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1311
+p-value of test                       :    0.92
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334431
+  j =  1                              :        599997378
+  j =  2                              :             1311
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:06:19.83
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r = 16,   d = 16384,   t =  3,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1346
+p-value of test                       :    0.68
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334466
+  j =  1                              :        599997308
+  j =  2                              :             1346
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:05:34.10
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  0,   d =   64,   t =  7,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1325
+p-value of test                       :    0.85
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334445
+  j =  1                              :        599997350
+  j =  2                              :             1325
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:06:30.44
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r = 24,   d =   64,   t =  7,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1352
+p-value of test                       :    0.62
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334472
+  j =  1                              :        599997296
+  j =  2                              :             1352
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:05:30.09
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  0,   d =    8,   t = 14,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1383
+p-value of test                       :    0.31
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334503
+  j =  1                              :        599997234
+  j =  2                              :             1383
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:05:22.82
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r = 27,   d =    8,   t = 14,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1362
+p-value of test                       :    0.52
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334482
+  j =  1                              :        599997276
+  j =  2                              :             1362
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:05:21.78
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  0,   d =    4,   t = 21,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1403
+p-value of test                       :    0.15
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334523
+  j =  1                              :        599997194
+  j =  2                              :             1403
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:07:24.15
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r = 28,   d =    4,   t = 21,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1316
+p-value of test                       :    0.90
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334436
+  j =  1                              :        599997368
+  j =  2                              :             1316
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:07:33.75
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 100,  n = 10000000,  r =  0,    d = 2147483648,    t = 2,    p = 1
+
+
+      Number of cells = d^t = 4611686018427387904
+      Lambda = Poisson mean =      54.2101
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    5421.01
+Total observed number                 :    5382
+p-value of test                       :    0.70
+
+
+-----------------------------------------------
+CPU time used                    :  00:04:27.59
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 20000000,  r =  0,    d = 2097152,    t = 3,    p = 1
+
+
+      Number of cells = d^t = 9223372036854775808
+      Lambda = Poisson mean =     216.8404
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    4336.81
+Total observed number                 :    4342
+p-value of test                       :    0.47
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:56.26
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 30000000,  r = 14,    d = 65536,    t = 4,    p = 1
+
+
+      Number of cells = d^t = 18446744073709551616
+      Lambda = Poisson mean =     365.9182
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    7318.36
+Total observed number                 :    7369
+p-value of test                       :    0.28
+
+
+-----------------------------------------------
+CPU time used                    :  00:03:14.09
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 20000000,  r =  0,    d = 512,    t = 7,    p = 1
+
+
+      Number of cells = d^t = 9223372036854775808
+      Lambda = Poisson mean =     216.8404
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    4336.81
+Total observed number                 :    4267
+p-value of test                       :    0.85
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:24.22
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 20000000,  r =  7,    d = 512,    t = 7,    p = 1
+
+
+      Number of cells = d^t = 9223372036854775808
+      Lambda = Poisson mean =     216.8404
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    4336.81
+Total observed number                 :    4322
+p-value of test                       :    0.59
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:31.80
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 30000000,  r = 14,    d = 256,    t = 8,    p = 1
+
+
+      Number of cells = d^t = 18446744073709551616
+      Lambda = Poisson mean =     365.9182
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    7318.36
+Total observed number                 :    7370
+p-value of test                       :    0.27
+
+
+-----------------------------------------------
+CPU time used                    :  00:04:04.76
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 30000000,  r = 22,    d = 256,    t = 8,    p = 1
+
+
+      Number of cells = d^t = 18446744073709551616
+      Lambda = Poisson mean =     365.9182
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    7318.36
+Total observed number                 :    7307
+p-value of test                       :    0.55
+
+
+-----------------------------------------------
+CPU time used                    :  00:04:04.47
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 30000000,  r =  0,    d = 16,    t = 16,    p = 1
+
+
+      Number of cells = d^t = 18446744073709551616
+      Lambda = Poisson mean =     365.9182
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    7318.36
+Total observed number                 :    7286
+p-value of test                       :    0.64
+
+
+-----------------------------------------------
+CPU time used                    :  00:05:05.03
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 30000000,  r = 26,    d = 16,    t = 16,    p = 1
+
+
+      Number of cells = d^t = 18446744073709551616
+      Lambda = Poisson mean =     365.9182
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    7318.36
+Total observed number                 :    7279
+p-value of test                       :    0.67
+
+
+-----------------------------------------------
+CPU time used                    :  00:05:43.02
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+snpair_ClosePairs test:
+-----------------------------------------------
+   N = 30,  n = 6000000,  r =  0,  t = 3,  p = 0,  m = 30,  Torus =  TRUE
+
+
+---------------------------------------
+Test based on the 2 nearest points (NP):
+
+Stat. AD on the N values (NP)         :    1.73
+p-value of test                       :    0.13
+
+
+A2 test based on the spacings between the
+   successive jump times of process Y_n(t):
+
+A2 test on the values of A2 (m-NP)    :    0.35
+p-value of test                       :    0.89
+
+Test on the Nm values of W_{n,i}(mNP1):    0.62
+p-value of test                       :    0.63
+
+Test on the jump times of Y
+   (superposition of Yn):
+
+Expected number of jumps of Y = mN    :     900
+Number of jumps of Y                  :     901
+p-value of test                       :    0.49
+
+Stat. AD (mNP2)                       :    0.65
+p-value of test                       :    0.60
+
+Stat. AD after spacings (mNP2-S)      :    1.18
+p-value of test                       :    0.28
+
+-----------------------------------------------
+CPU time used                    :  00:03:16.97
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+snpair_ClosePairs test:
+-----------------------------------------------
+   N = 20,  n = 4000000,  r =  0,  t = 5,  p = 0,  m = 30,  Torus =  TRUE
+
+
+---------------------------------------
+Test based on the 2 nearest points (NP):
+
+Stat. AD on the N values (NP)         :    1.29
+p-value of test                       :    0.23
+
+
+A2 test based on the spacings between the
+   successive jump times of process Y_n(t):
+
+A2 test on the values of A2 (m-NP)    :    2.71
+p-value of test                       :    0.04
+
+Test on the Nm values of W_{n,i}(mNP1):    1.05
+p-value of test                       :    0.33
+
+Test on the jump times of Y
+   (superposition of Yn):
+
+Expected number of jumps of Y = mN    :     600
+Number of jumps of Y                  :     625
+p-value of test                       :    0.16
+
+Stat. AD (mNP2)                       :    1.09
+p-value of test                       :    0.31
+
+Stat. AD after spacings (mNP2-S)      :    2.03
+p-value of test                       :    0.09
+
+-----------------------------------------------
+CPU time used                    :  00:02:08.02
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+snpair_ClosePairs test:
+-----------------------------------------------
+   N = 10,  n = 3000000,  r =  0,  t = 9,  p = 0,  m = 30,  Torus =  TRUE
+
+
+---------------------------------------
+Test based on the 2 nearest points (NP):
+
+Stat. AD on the N values (NP)         :    0.66
+p-value of test                       :    0.59
+
+
+A2 test based on the spacings between the
+   successive jump times of process Y_n(t):
+
+A2 test on the values of A2 (m-NP)    :    1.31
+p-value of test                       :    0.23
+
+Test on the Nm values of W_{n,i}(mNP1):    0.35
+p-value of test                       :    0.90
+
+Test on the jump times of Y
+   (superposition of Yn):
+
+Expected number of jumps of Y = mN    :     300
+Number of jumps of Y                  :     291
+p-value of test                       :    0.69
+
+Stat. AD (mNP2)                       :    0.55
+p-value of test                       :    0.70
+
+Stat. AD after spacings (mNP2-S)      :    0.63
+p-value of test                       :    0.62
+
+-----------------------------------------------
+CPU time used                    :  00:03:16.56
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+snpair_ClosePairs test:
+-----------------------------------------------
+   N =  5,  n = 2000000,  r =  0,  t = 16,  p = 0,  m = 30,  Torus =  TRUE
+
+
+---------------------------------------
+Test based on the 2 nearest points (NP):
+
+Stat. AD on the N values (NP)         :    0.97
+p-value of test                       :    0.37
+
+
+A2 test based on the spacings between the
+   successive jump times of process Y_n(t):
+
+A2 test on the values of A2 (m-NP)    :    1.08
+p-value of test                       :    0.32
+
+Test on the Nm values of W_{n,i}(mNP1):    1.11
+p-value of test                       :    0.30
+
+Test on the jump times of Y
+   (superposition of Yn):
+
+Expected number of jumps of Y = mN    :     150
+Number of jumps of Y                  :     141
+p-value of test                       :    0.75
+
+Stat. AD (mNP2)                       :    1.20
+p-value of test                       :    0.27
+
+Stat. AD after spacings (mNP2-S)      :    1.48
+p-value of test                       :    0.18
+
+-----------------------------------------------
+CPU time used                    :  00:03:23.05
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_SimpPoker test:
+-----------------------------------------------
+   N =  1,  n = 400000000,  r =  0,   d =    8,   k =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    7
+Chi-square statistic                  :    2.57
+p-value of test                       :    0.92
+
+-----------------------------------------------
+CPU time used                    :  00:01:22.39
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_SimpPoker test:
+-----------------------------------------------
+   N =  1,  n = 400000000,  r = 27,   d =    8,   k =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    7
+Chi-square statistic                  :    2.13
+p-value of test                       :    0.95
+
+-----------------------------------------------
+CPU time used                    :  00:01:31.72
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_SimpPoker test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r =  0,   d =   32,   k =   32
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   18
+Chi-square statistic                  :   20.64
+p-value of test                       :    0.30
+
+-----------------------------------------------
+CPU time used                    :  00:01:21.89
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_SimpPoker test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r = 25,   d =   32,   k =   32
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   18
+Chi-square statistic                  :   27.26
+p-value of test                       :    0.07
+
+-----------------------------------------------
+CPU time used                    :  00:01:32.81
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_CouponCollector test:
+-----------------------------------------------
+   N =  1,  n = 200000000,  r =  0,   d =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   54
+Chi-square statistic                  :   71.32
+p-value of test                       :    0.06
+
+-----------------------------------------------
+CPU time used                    :  00:01:42.97
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_CouponCollector test:
+-----------------------------------------------
+   N =  1,  n = 200000000,  r = 10,   d =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   54
+Chi-square statistic                  :   49.62
+p-value of test                       :    0.64
+
+-----------------------------------------------
+CPU time used                    :  00:01:59.51
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_CouponCollector test:
+-----------------------------------------------
+   N =  1,  n = 200000000,  r = 20,   d =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   54
+Chi-square statistic                  :   39.61
+p-value of test                       :    0.93
+
+-----------------------------------------------
+CPU time used                    :  00:01:57.68
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_CouponCollector test:
+-----------------------------------------------
+   N =  1,  n = 200000000,  r = 27,   d =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   54
+Chi-square statistic                  :   58.34
+p-value of test                       :    0.32
+
+-----------------------------------------------
+CPU time used                    :  00:01:58.02
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Gap test:
+-----------------------------------------------
+   N =  1,  n = 500000000,  r =  0,   Alpha =        0,   Beta  =   0.0625
+
+
+-----------------------------------------------
+Number of degrees of freedom          :  232
+Chi-square statistic                  :  212.90
+p-value of test                       :    0.81
+
+-----------------------------------------------
+CPU time used                    :  00:02:13.75
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Gap test:
+-----------------------------------------------
+   N =  1,  n = 300000000,  r = 25,   Alpha =        0,   Beta  =  0.03125
+
+
+-----------------------------------------------
+Number of degrees of freedom          :  434
+Chi-square statistic                  :  423.15
+p-value of test                       :    0.64
+
+-----------------------------------------------
+CPU time used                    :  00:02:55.72
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Gap test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r =  0,   Alpha =        0,   Beta  = 0.0078125
+
+
+-----------------------------------------------
+Number of degrees of freedom          : 1437
+Chi-square statistic                  : 1417.79
+p-value of test                       :    0.64
+
+-----------------------------------------------
+CPU time used                    :  00:03:11.06
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Gap test:
+-----------------------------------------------
+   N =  1,  n = 10000000,  r = 20,   Alpha =        0,   Beta  = 0.000976562
+
+
+-----------------------------------------------
+Number of degrees of freedom          : 7046
+Chi-square statistic                  : 7051.18
+p-value of test                       :    0.48
+
+-----------------------------------------------
+CPU time used                    :  00:02:58.52
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Run test:
+-----------------------------------------------
+   N =  5,  n = 1000000000,  r =  0,   Up = FALSE
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.048
+p-value of test                       :    0.94
+
+Kolmogorov-Smirnov- statistic = D-    :    0.36
+p-value of test                       :    0.21
+
+Anderson-Darling statistic = A2       :    1.19
+p-value of test                       :    0.27
+
+Test on the sum of all N observations
+Number of degrees of freedom          :   30
+Chi-square statistic                  :   40.38
+p-value of test                       :    0.10
+
+-----------------------------------------------
+CPU time used                    :  00:01:39.23
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Run test:
+-----------------------------------------------
+   N = 10,  n = 1000000000,  r = 15,   Up =  TRUE
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.089
+p-value of test                       :    0.81
+
+Kolmogorov-Smirnov- statistic = D-    :    0.33
+p-value of test                       :    0.09
+
+Anderson-Darling statistic = A2       :    2.20
+p-value of test                       :    0.07
+
+Test on the sum of all N observations
+Number of degrees of freedom          :   60
+Chi-square statistic                  :   84.56
+p-value of test                       :    0.02
+
+-----------------------------------------------
+CPU time used                    :  00:04:13.95
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_Permutation calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N =  1,  n = 1000000000,  r =  5,   t =  3,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =                  6
+       Expected number per cell =  1.6666667e+08
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =  2.5000002e-09,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          :    5
+Value of the statistic                :   10.87
+p-value of test                       :    0.05
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:12.90
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_Permutation calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N =  1,  n = 1000000000,  r =  5,   t =  5,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =                120
+       Expected number per cell =   8333333.3
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =  5.9500005e-08,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          :  119
+Value of the statistic                :  149.44
+p-value of test                       :    0.03
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:04.69
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_Permutation calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N =  1,  n = 500000000,  r =  5,   t =  7,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =               5040
+       Expected number per cell =   99206.349
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =  5.0390004e-06,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          : 5039
+Value of the statistic                : 4928.58
+p-value of test                       :    0.86
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:29.95
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_Permutation calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N =  1,  n = 500000000,  r = 10,   t = 10,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =            3628800
+       Expected number per cell =    137.7866
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =   0.0036287993,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          : 3628799
+Value of the statistic                : 3.63e+6
+p-value of test                       :    0.41
+
+
+-----------------------------------------------
+CPU time used                    :  00:03:16.47
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_CollisionPermut calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N = 20,  n = 20000000,  r =  0,   t = 14,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =        87178291200
+       Expected number per cell =  1 /  4358.9146
+       EColl = n^2 / (2k) =   2294.14912
+       Hashing =   TRUE
+
+       Collision test,    Mu =      2293.9736,    Sigma =    47.8841
+
+-----------------------------------------------
+Test Results for Collisions
+
+For the total number of collisions, we use
+      the Poisson approximation:
+Expected number of collisions = N*Mu  :    45879.47
+Observed number of collisions         :    45961
+p-value of test                       :    0.35
+
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :    1743165869961
+  j =  1                              :        399908081
+  j =  2                              :            45955
+  j =  3                              :                3
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:04:34.69
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_CollisionPermut calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N = 20,  n = 20000000,  r = 10,   t = 14,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =        87178291200
+       Expected number per cell =  1 /  4358.9146
+       EColl = n^2 / (2k) =   2294.14912
+       Hashing =   TRUE
+
+       Collision test,    Mu =      2293.9736,    Sigma =    47.8841
+
+-----------------------------------------------
+Test Results for Collisions
+
+For the total number of collisions, we use
+      the Poisson approximation:
+Expected number of collisions = N*Mu  :    45879.47
+Observed number of collisions         :    46224
+p-value of test                       :    0.05
+
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :    1743165870224
+  j =  1                              :        399907556
+  j =  2                              :            46216
+  j =  3                              :                4
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:04:51.64
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_MaxOft test:
+-----------------------------------------------
+   N = 40,  n = 10000000,  r =  0,   d = 100000,   t =  8
+
+      Number of categories = 100000
+      Expected number per category  = 100.00
+
+
+-----------------------------------------------
+Test results for chi2 with 99999 degrees of freedom:
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.089
+p-value of test                       :    0.50
+
+Kolmogorov-Smirnov- statistic = D-    :   0.070
+p-value of test                       :    0.64
+
+Anderson-Darling statistic = A2       :    0.44
+p-value of test                       :    0.81
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 3999960
+Chi-square statistic                  : 4.00e+6
+p-value of test                       :    0.64
+
+
+-----------------------------------------------
+Test results for Anderson-Darling:
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.11
+p-value of test                       :    0.38
+
+Kolmogorov-Smirnov- statistic = D-    :   0.042
+p-value of test                       :    0.84
+
+Anderson-Darling statistic = A2       :    0.36
+p-value of test                       :    0.89
+
+
+-----------------------------------------------
+CPU time used                    :  00:03:24.95
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_MaxOft test:
+-----------------------------------------------
+   N = 30,  n = 10000000,  r =  0,   d = 100000,   t = 16
+
+      Number of categories = 100000
+      Expected number per category  = 100.00
+
+
+-----------------------------------------------
+Test results for chi2 with 99999 degrees of freedom:
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.041
+p-value of test                       :    0.88
+
+Kolmogorov-Smirnov- statistic = D-    :    0.18
+p-value of test                       :    0.14
+
+Anderson-Darling statistic = A2       :    1.87
+p-value of test                       :    0.11
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 2999970
+Chi-square statistic                  : 3.00e+6
+p-value of test                       :    0.05
+
+
+-----------------------------------------------
+Test results for Anderson-Darling:
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.21
+p-value of test                       :    0.06
+
+Kolmogorov-Smirnov- statistic = D-    :   0.032
+p-value of test                       :    0.92
+
+Anderson-Darling statistic = A2       :    1.45
+p-value of test                       :    0.19
+
+
+-----------------------------------------------
+CPU time used                    :  00:03:12.29
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_MaxOft test:
+-----------------------------------------------
+   N = 20,  n = 10000000,  r =  0,   d = 100000,   t = 24
+
+      Number of categories = 100000
+      Expected number per category  = 100.00
+
+
+-----------------------------------------------
+Test results for chi2 with 99999 degrees of freedom:
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.18
+p-value of test                       :    0.26
+
+Kolmogorov-Smirnov- statistic = D-    :   0.017
+p-value of test                       :    0.98
+
+Anderson-Darling statistic = A2       :    0.69
+p-value of test                       :    0.57
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 1999980
+Chi-square statistic                  : 2.00e+6
+p-value of test                       :    0.85
+
+
+-----------------------------------------------
+Test results for Anderson-Darling:
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.066
+p-value of test                       :    0.81
+
+Kolmogorov-Smirnov- statistic = D-    :    0.20
+p-value of test                       :    0.19
+
+Anderson-Darling statistic = A2       :    1.17
+p-value of test                       :    0.28
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:31.98
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_MaxOft test:
+-----------------------------------------------
+   N = 20,  n = 10000000,  r =  0,   d = 100000,   t = 32
+
+      Number of categories = 100000
+      Expected number per category  = 100.00
+
+
+-----------------------------------------------
+Test results for chi2 with 99999 degrees of freedom:
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.14
+p-value of test                       :    0.44
+
+Kolmogorov-Smirnov- statistic = D-    :    0.16
+p-value of test                       :    0.33
+
+Anderson-Darling statistic = A2       :    0.69
+p-value of test                       :    0.56
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 1999980
+Chi-square statistic                  : 2.00e+6
+p-value of test                       :    0.56
+
+
+-----------------------------------------------
+Test results for Anderson-Darling:
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.097
+p-value of test                       :    0.64
+
+Kolmogorov-Smirnov- statistic = D-    :    0.29
+p-value of test                       :    0.03
+
+Anderson-Darling statistic = A2       :    1.75
+p-value of test                       :    0.13
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:48.70
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleProd test:
+-----------------------------------------------
+   N = 40,  n = 10000000,  r =  0,   t = 8
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.056
+p-value of test                       :    0.75
+
+Kolmogorov-Smirnov- statistic = D-    :    0.15
+p-value of test                       :    0.16
+
+Anderson-Darling statistic = A2       :    1.02
+p-value of test                       :    0.35
+
+-----------------------------------------------
+CPU time used                    :  00:02:26.21
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleProd test:
+-----------------------------------------------
+   N = 20,  n = 10000000,  r =  0,   t = 16
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.16
+p-value of test                       :    0.32
+
+Kolmogorov-Smirnov- statistic = D-    :   0.075
+p-value of test                       :    0.76
+
+Anderson-Darling statistic = A2       :    0.42
+p-value of test                       :    0.83
+
+-----------------------------------------------
+CPU time used                    :  00:01:46.88
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleProd test:
+-----------------------------------------------
+   N = 20,  n = 10000000,  r =  0,   t = 24
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.022
+p-value of test                       :    0.97
+
+Kolmogorov-Smirnov- statistic = D-    :    0.14
+p-value of test                       :    0.44
+
+Anderson-Darling statistic = A2       :    0.74
+p-value of test                       :    0.53
+
+-----------------------------------------------
+CPU time used                    :  00:02:12.96
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleMean test:
+-----------------------------------------------
+   N = 20000000,  n = 30,  r =  0
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    : 9.59e-5
+p-value of test                       :    0.69
+
+Kolmogorov-Smirnov- statistic = D-    : 1.93e-4
+p-value of test                       :    0.23
+
+Anderson-Darling statistic = A2       :    0.74
+p-value of test                       :    0.52
+
+-----------------------------------------------
+CPU time used                    :  00:00:32.78
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleMean test:
+-----------------------------------------------
+   N = 20000000,  n = 30,  r = 10
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    : 3.61e-5
+p-value of test                       :    0.95
+
+Kolmogorov-Smirnov- statistic = D-    : 2.62e-4
+p-value of test                       :    0.06
+
+Anderson-Darling statistic = A2       :    2.12
+p-value of test                       :    0.08
+
+-----------------------------------------------
+CPU time used                    :  00:00:32.87
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleCorr test:
+-----------------------------------------------
+   N =  1,  n = 2000000000,  r =  0,   k = 1
+
+
+-----------------------------------------------
+Normal statistic                      :   0.039
+p-value of test                       :    0.48
+
+-----------------------------------------------
+CPU time used                    :  00:00:32.62
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleCorr test:
+-----------------------------------------------
+   N =  1,  n = 2000000000,  r =  0,   k = 2
+
+
+-----------------------------------------------
+Normal statistic                      :    1.17
+p-value of test                       :    0.12
+
+-----------------------------------------------
+CPU time used                    :  00:00:35.03
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_AppearanceSpacings test:
+-----------------------------------------------
+   N =  1,   Q = 10000000,   K = 1000000000,   r = 0,   s = 3,   L = 15
+
+   Sequences of n = (K + Q)L =  15150000000 bits
+   Q = 10000000 initialization blocks
+   K = 1000000000 blocks for the test
+   the blocks have L = 15 bits
+
+
+
+-----------------------------------------------
+Normal statistic                      :    0.91
+p-value of test                       :    0.18
+
+-----------------------------------------------
+CPU time used                    :  00:02:00.00
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_AppearanceSpacings test:
+-----------------------------------------------
+   N =  1,   Q = 10000000,   K = 1000000000,   r = 27,   s = 3,   L = 15
+
+   Sequences of n = (K + Q)L =  15150000000 bits
+   Q = 10000000 initialization blocks
+   K = 1000000000 blocks for the test
+   the blocks have L = 15 bits
+
+
+
+-----------------------------------------------
+Normal statistic                      :    1.28
+p-value of test                       :    0.10
+
+-----------------------------------------------
+CPU time used                    :  00:02:06.27
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r =  0,  k = 256,  Alpha =      0,  Beta =   0.25
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   67
+Chi-square statistic                  :   78.24
+p-value of test                       :    0.16
+
+-----------------------------------------------
+CPU time used                    :  00:01:20.71
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r = 20,  k = 256,  Alpha =      0,  Beta =   0.25
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   67
+Chi-square statistic                  :   79.68
+p-value of test                       :    0.14
+
+-----------------------------------------------
+CPU time used                    :  00:01:42.84
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r = 28,  k = 256,  Alpha =      0,  Beta =   0.25
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   67
+Chi-square statistic                  :   78.44
+p-value of test                       :    0.16
+
+-----------------------------------------------
+CPU time used                    :  00:01:43.51
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r =  0,  k = 256,  Alpha =      0,  Beta = 0.0625
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   37
+Chi-square statistic                  :   27.21
+p-value of test                       :    0.88
+
+-----------------------------------------------
+CPU time used                    :  00:01:26.26
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r = 10,  k = 256,  Alpha =      0,  Beta = 0.0625
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   37
+Chi-square statistic                  :   37.89
+p-value of test                       :    0.43
+
+-----------------------------------------------
+CPU time used                    :  00:01:42.18
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r = 26,  k = 256,  Alpha =      0,  Beta = 0.0625
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   37
+Chi-square statistic                  :   20.56
+p-value of test                       :    0.99
+
+-----------------------------------------------
+CPU time used                    :  00:01:39.39
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SumCollector test:
+-----------------------------------------------
+   N =  1,  n = 500000000,  r =  0,   g = 10
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   29
+Chi-square statistic                  :   22.88
+p-value of test                       :    0.78
+
+-----------------------------------------------
+CPU time used                    :  00:02:39.37
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N = 10,  n = 1000000,  r =  0,    s = 5,    L = 30,    k = 30
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.15
+p-value of test                       :    0.57
+
+Kolmogorov-Smirnov- statistic = D-    :    0.12
+p-value of test                       :    0.70
+
+Anderson-Darling statistic = A2       :    0.28
+p-value of test                       :    0.95
+
+Test on the sum of all N observations
+Number of degrees of freedom          :   40
+Chi-square statistic                  :   38.94
+p-value of test                       :    0.52
+
+-----------------------------------------------
+CPU time used                    :  00:01:26.11
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N = 10,  n = 1000000,  r = 25,    s = 5,    L = 30,    k = 30
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.19
+p-value of test                       :    0.45
+
+Kolmogorov-Smirnov- statistic = D-    :    0.15
+p-value of test                       :    0.58
+
+Anderson-Darling statistic = A2       :    0.49
+p-value of test                       :    0.75
+
+Test on the sum of all N observations
+Number of degrees of freedom          :   40
+Chi-square statistic                  :   35.01
+p-value of test                       :    0.69
+
+-----------------------------------------------
+CPU time used                    :  00:01:28.15
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N =  1,  n = 5000,  r =  0,    s = 4,    L = 1000,    k = 1000
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    3
+Chi-square statistic                  :    4.78
+p-value of test                       :    0.19
+
+-----------------------------------------------
+CPU time used                    :  00:02:09.47
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N =  1,  n = 5000,  r = 26,    s = 4,    L = 1000,    k = 1000
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    3
+Chi-square statistic                  :    1.72
+p-value of test                       :    0.63
+
+-----------------------------------------------
+CPU time used                    :  00:02:10.92
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N =  1,  n = 80,  r = 15,    s = 15,    L = 5000,    k = 5000
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    2
+Chi-square statistic                  :    4.54
+p-value of test                       :    0.10
+
+-----------------------------------------------
+CPU time used                    :  00:01:37.51
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N =  1,  n = 80,  r =  0,    s = 30,    L = 5000,    k = 5000
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    2
+Chi-square statistic                  :    0.59
+p-value of test                       :    0.74
+
+-----------------------------------------------
+CPU time used                    :  00:01:18.50
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_Savir2 test:
+-----------------------------------------------
+   N = 10,  n = 10000000,  r = 10,    m = 1048576,    t = 30
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.15
+p-value of test                       :    0.59
+
+Kolmogorov-Smirnov- statistic = D-    :    0.36
+p-value of test                       :    0.06
+
+Anderson-Darling statistic = A2       :    2.55
+p-value of test                       :    0.05
+
+Test on the sum of all N observations
+Number of degrees of freedom          :  130
+Chi-square statistic                  :  159.65
+p-value of test                       :    0.04
+
+-----------------------------------------------
+CPU time used                    :  00:00:58.37
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_GCD test:
+-----------------------------------------------
+   N = 10,  n = 50000000,  r =  0,   s = 30
+
+
+-----------------------------------------------
+Test results for GCD values:
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.090
+p-value of test                       :    0.80
+
+Kolmogorov-Smirnov- statistic = D-    :    0.31
+p-value of test                       :    0.12
+
+Anderson-Darling statistic = A2       :    0.71
+p-value of test                       :    0.54
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 17430
+Chi-square statistic                  :17552.41
+p-value of test                       :    0.26
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:53.90
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r =  0,   s = 5,   L0 =   50,   L1 =   50
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :   36
+ChiSquare statistic                   :   34.71
+p-value of test                       :    0.53
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :   35
+ChiSquare statistic                   :   30.01
+p-value of test                       :    0.71
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          :   25
+ChiSquare statistic                   :   35.36
+p-value of test                       :    0.08
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :   24
+ChiSquare statistic                   :   32.12
+p-value of test                       :    0.12
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :   17
+ChiSquare statistic                   :   25.95
+p-value of test                       :    0.08
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:51.37
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r = 25,   s = 5,   L0 =   50,   L1 =   50
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :   36
+ChiSquare statistic                   :   24.84
+p-value of test                       :    0.92
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :   35
+ChiSquare statistic                   :   43.56
+p-value of test                       :    0.15
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          :   25
+ChiSquare statistic                   :   33.11
+p-value of test                       :    0.13
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :   24
+ChiSquare statistic                   :   36.15
+p-value of test                       :    0.05
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :   17
+ChiSquare statistic                   :    9.63
+p-value of test                       :    0.92
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:50.62
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 10000000,  r =  0,   s = 10,   L0 = 1000,   L1 = 1000
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :  146
+ChiSquare statistic                   :  115.15
+p-value of test                       :    0.97
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :  146
+ChiSquare statistic                   :  127.96
+p-value of test                       :    0.86
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          :  500
+ChiSquare statistic                   :  512.87
+p-value of test                       :    0.34
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :  136
+ChiSquare statistic                   :  116.63
+p-value of test                       :    0.88
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :   74
+ChiSquare statistic                   :   57.59
+p-value of test                       :    0.92
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:00.47
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 10000000,  r = 20,   s = 10,   L0 = 1000,   L1 = 1000
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :  146
+ChiSquare statistic                   :  159.05
+p-value of test                       :    0.22
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :  146
+ChiSquare statistic                   :  135.08
+p-value of test                       :    0.73
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          :  500
+ChiSquare statistic                   :  500.42
+p-value of test                       :    0.49
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :  136
+ChiSquare statistic                   :  121.42
+p-value of test                       :    0.81
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :   74
+ChiSquare statistic                   :   72.44
+p-value of test                       :    0.53
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:00.12
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 1000000,  r =  0,   s = 15,   L0 = 10000,   L1 = 10000
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :  384
+ChiSquare statistic                   :  359.13
+p-value of test                       :    0.81
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :  384
+ChiSquare statistic                   :  369.42
+p-value of test                       :    0.69
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          : 5000
+ChiSquare statistic                   : 5006.15
+p-value of test                       :    0.47
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :  378
+ChiSquare statistic                   :  389.03
+p-value of test                       :    0.34
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :  200
+ChiSquare statistic                   :  185.96
+p-value of test                       :    0.75
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:48.56
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 1000000,  r = 15,   s = 15,   L0 = 10000,   L1 = 10000
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :  384
+ChiSquare statistic                   :  382.08
+p-value of test                       :    0.52
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :  384
+ChiSquare statistic                   :  380.27
+p-value of test                       :    0.54
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          : 5000
+ChiSquare statistic                   : 5041.99
+p-value of test                       :    0.34
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :  378
+ChiSquare statistic                   :  423.64
+p-value of test                       :    0.05
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :  200
+ChiSquare statistic                   :  230.31
+p-value of test                       :    0.07
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:49.70
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+scomp_LinearComp test:
+-----------------------------------------------
+   N =  1,  n = 400020,  r =  0,    s = 1
+
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   12
+Chi2 statistic for size of jumps      :   10.09
+p-value of test                       :    0.61
+
+
+-----------------------------------------------
+Normal statistic for number of jumps  :   -1.81
+p-value of test                       :    0.96
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:22.71
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+scomp_LinearComp test:
+-----------------------------------------------
+   N =  1,  n = 400020,  r = 29,    s = 1
+
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   12
+Chi2 statistic for size of jumps      :    7.87
+p-value of test                       :    0.80
+
+
+-----------------------------------------------
+Normal statistic for number of jumps  :   -1.16
+p-value of test                       :    0.88
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:23.05
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+scomp_LempelZiv test:
+-----------------------------------------------
+   N = 10,  n = 134217728,  r =  0,   s =   30,   k =   27
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.17
+p-value of test                       :    0.51
+
+Kolmogorov-Smirnov- statistic = D-    :    0.24
+p-value of test                       :    0.27
+
+Anderson-Darling statistic = A2       :    0.69
+p-value of test                       :    0.56
+
+Tests on the sum of all N observations
+Standardized normal statistic         :    0.42
+p-value of test                       :    0.34
+
+Sample variance                       :    0.61
+p-value of test                       :    0.79
+
+-----------------------------------------------
+CPU time used                    :  00:01:02.12
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+scomp_LempelZiv test:
+-----------------------------------------------
+   N = 10,  n = 134217728,  r = 15,   s =   15,   k =   27
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.12
+p-value of test                       :    0.70
+
+Kolmogorov-Smirnov- statistic = D-    :    0.17
+p-value of test                       :    0.52
+
+Anderson-Darling statistic = A2       :    0.28
+p-value of test                       :    0.96
+
+Tests on the sum of all N observations
+Standardized normal statistic         :    0.20
+p-value of test                       :    0.42
+
+Sample variance                       :    0.95
+p-value of test                       :    0.48
+
+-----------------------------------------------
+CPU time used                    :  00:01:01.21
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sspectral_Fourier3 test:
+-----------------------------------------------
+   N = 100000,  n = 16384,  r =  0,   s =    3,   k =   14
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    : 9.91e-3
+p-value of test                       :    0.44
+
+Kolmogorov-Smirnov- statistic = D-    : 6.37e-3
+p-value of test                       :    0.71
+
+Anderson-Darling statistic = A2       :    0.44
+p-value of test                       :    0.81
+
+-----------------------------------------------
+CPU time used                    :  00:00:47.07
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sspectral_Fourier3 test:
+-----------------------------------------------
+   N = 100000,  n = 16384,  r = 27,   s =    3,   k =   14
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.011
+p-value of test                       :    0.39
+
+Kolmogorov-Smirnov- statistic = D-    : 2.46e-3
+p-value of test                       :    0.95
+
+Anderson-Darling statistic = A2       :    0.73
+p-value of test                       :    0.54
+
+-----------------------------------------------
+CPU time used                    :  00:00:46.52
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_LongestHeadRun test:
+-----------------------------------------------
+   N =  1,  n = 1000,  r =  0,   s = 3,   L = 10000020
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    8
+Chi-square statistic                  :    0.78
+p-value of test                       :    0.9993    *****
+
+-----------------------------------------------
+Global longest run of 1               :   33.00
+p-value of test                       :    0.44
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:43.11
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_LongestHeadRun test:
+-----------------------------------------------
+   N =  1,  n = 1000,  r = 27,   s = 3,   L = 10000020
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    8
+Chi-square statistic                  :   11.85
+p-value of test                       :    0.16
+
+-----------------------------------------------
+Global longest run of 1               :   34.00
+p-value of test                       :    0.25
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:44.39
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_PeriodsInStrings test:
+-----------------------------------------------
+   N = 10,  n = 500000000,  r =  0,   s =   10
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.30
+p-value of test                       :    0.13
+
+Kolmogorov-Smirnov- statistic = D-    :    0.11
+p-value of test                       :    0.75
+
+Anderson-Darling statistic = A2       :    1.18
+p-value of test                       :    0.27
+
+Test on the sum of all N observations
+Number of degrees of freedom          :  200
+Chi-square statistic                  :  175.15
+p-value of test                       :    0.90
+
+-----------------------------------------------
+CPU time used                    :  00:02:51.15
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_PeriodsInStrings test:
+-----------------------------------------------
+   N = 10,  n = 500000000,  r = 20,   s =   10
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.26
+p-value of test                       :    0.21
+
+Kolmogorov-Smirnov- statistic = D-    :   0.059
+p-value of test                       :    0.90
+
+Anderson-Darling statistic = A2       :    1.21
+p-value of test                       :    0.26
+
+Test on the sum of all N observations
+Number of degrees of freedom          :  200
+Chi-square statistic                  :  172.28
+p-value of test                       :    0.92
+
+-----------------------------------------------
+CPU time used                    :  00:02:52.37
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingWeight2 test:
+-----------------------------------------------
+   N = 10,  n = 1000000000,  r =  0,   s = 3,   L = 1000000
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.16
+p-value of test                       :    0.56
+
+Kolmogorov-Smirnov- statistic = D-    :    0.50
+p-value of test                       :  3.7e-3
+
+Anderson-Darling statistic = A2       :    2.43
+p-value of test                       :    0.06
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 10000
+Chi-square statistic                  :10154.73
+p-value of test                       :    0.14
+
+-----------------------------------------------
+CPU time used                    :  00:01:06.53
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingWeight2 test:
+-----------------------------------------------
+   N = 10,  n = 1000000000,  r = 27,   s = 3,   L = 1000000
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.20
+p-value of test                       :    0.40
+
+Kolmogorov-Smirnov- statistic = D-    :    0.12
+p-value of test                       :    0.71
+
+Anderson-Darling statistic = A2       :    0.31
+p-value of test                       :    0.93
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 10000
+Chi-square statistic                  : 9967.06
+p-value of test                       :    0.59
+
+-----------------------------------------------
+CPU time used                    :  00:01:08.56
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingCorr test:
+-----------------------------------------------
+   N =  1,  n = 1000000000,  r = 10,   s = 10,   L = 30
+
+
+
+-----------------------------------------------
+Normal statistic                      :   -0.74
+p-value of test                       :    0.77
+
+-----------------------------------------------
+CPU time used                    :  00:01:23.00
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingCorr test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r = 10,   s = 10,   L = 300
+
+
+
+-----------------------------------------------
+Normal statistic                      : -2.80e-3
+p-value of test                       :    0.50
+
+-----------------------------------------------
+CPU time used                    :  00:01:19.15
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingCorr test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r = 10,   s = 10,   L = 1200
+
+
+
+-----------------------------------------------
+Normal statistic                      :   -0.26
+p-value of test                       :    0.60
+
+-----------------------------------------------
+CPU time used                    :  00:05:12.64
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N = 10,  n = 30000000,  r =  0,   s = 3,   L = 30,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.30
+p-value of test                       :    0.14
+
+Kolmogorov-Smirnov- statistic = D-    :    0.15
+p-value of test                       :    0.60
+
+Anderson-Darling statistic = A2       :    1.40
+p-value of test                       :    0.20
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 4890
+Chi-square statistic                  : 4765.56
+p-value of test                       :    0.90
+
+-----------------------------------------------
+CPU time used                    :  00:02:09.98
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N = 10,  n = 30000000,  r = 27,   s = 3,   L = 30,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.30
+p-value of test                       :    0.13
+
+Kolmogorov-Smirnov- statistic = D-    :    0.11
+p-value of test                       :    0.74
+
+Anderson-Darling statistic = A2       :    0.90
+p-value of test                       :    0.41
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 4890
+Chi-square statistic                  : 4813.41
+p-value of test                       :    0.78
+
+-----------------------------------------------
+CPU time used                    :  00:02:15.52
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N =  1,  n = 30000000,  r =  0,   s = 4,   L = 300,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+Number of degrees of freedom          : 4117
+Chi-square statistic                  : 4131.76
+p-value of test                       :    0.43
+
+-----------------------------------------------
+CPU time used                    :  00:01:34.68
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N =  1,  n = 30000000,  r = 26,   s = 4,   L = 300,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+Number of degrees of freedom          : 4117
+Chi-square statistic                  : 4094.39
+p-value of test                       :    0.60
+
+-----------------------------------------------
+CPU time used                    :  00:01:40.68
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N =  1,  n = 10000000,  r =  0,   s = 5,   L = 1200,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+Number of degrees of freedom          : 11825
+Chi-square statistic                  :12084.34
+p-value of test                       :    0.05
+
+-----------------------------------------------
+CPU time used                    :  00:01:44.87
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N =  1,  n = 10000000,  r = 25,   s = 5,   L = 1200,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+Number of degrees of freedom          : 11825
+Chi-square statistic                  :11638.80
+p-value of test                       :    0.89
+
+-----------------------------------------------
+CPU time used                    :  00:01:51.69
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_Run test:
+-----------------------------------------------
+   N =  1,  n = 2000000000,  r =  0,   s =    3
+
+
+-----------------------------------------------
+Total number of 1 runs:  2000000000
+
+Number of degrees of freedom          :   54
+Chi2 statistic for number of runs     :   60.56
+p-value of test                       :    0.25
+
+
+-----------------------------------------------
+Total number of bits:  7999919499
+
+Normal statistic for number of bits   :   -0.64
+p-value of test                       :    0.74
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:22.20
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_Run test:
+-----------------------------------------------
+   N =  1,  n = 2000000000,  r = 27,   s =    3
+
+
+-----------------------------------------------
+Total number of 1 runs:  2000000000
+
+Number of degrees of freedom          :   54
+Chi2 statistic for number of runs     :   71.69
+p-value of test                       :    0.05
+
+
+-----------------------------------------------
+Total number of bits:  8000141367
+
+Normal statistic for number of bits   :    1.12
+p-value of test                       :    0.13
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:25.60
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_AutoCor test:
+-----------------------------------------------
+   N = 10,  n = 1000000030,  r =  0,   s = 3,   d = 1
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.18
+p-value of test                       :    0.47
+
+Kolmogorov-Smirnov- statistic = D-    :    0.15
+p-value of test                       :    0.59
+
+Anderson-Darling statistic = A2       :    0.66
+p-value of test                       :    0.59
+
+Tests on the sum of all N observations
+Standardized normal statistic         :   -0.79
+p-value of test                       :    0.78
+
+Sample variance                       :    1.30
+p-value of test                       :    0.23
+
+-----------------------------------------------
+CPU time used                    :  00:02:53.52
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_AutoCor test:
+-----------------------------------------------
+   N = 10,  n = 1000000029,  r =  0,   s = 3,   d = 3
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.21
+p-value of test                       :    0.38
+
+Kolmogorov-Smirnov- statistic = D-    :   0.082
+p-value of test                       :    0.83
+
+Anderson-Darling statistic = A2       :    0.39
+p-value of test                       :    0.86
+
+Tests on the sum of all N observations
+Standardized normal statistic         :   -0.57
+p-value of test                       :    0.72
+
+Sample variance                       :    1.13
+p-value of test                       :    0.34
+
+-----------------------------------------------
+CPU time used                    :  00:02:37.57
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_AutoCor test:
+-----------------------------------------------
+   N = 10,  n = 1000000030,  r = 27,   s = 3,   d = 1
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.14
+p-value of test                       :    0.62
+
+Kolmogorov-Smirnov- statistic = D-    :    0.17
+p-value of test                       :    0.52
+
+Anderson-Darling statistic = A2       :    0.31
+p-value of test                       :    0.93
+
+Tests on the sum of all N observations
+Standardized normal statistic         :   0.029
+p-value of test                       :    0.49
+
+Sample variance                       :    1.30
+p-value of test                       :    0.23
+
+-----------------------------------------------
+CPU time used                    :  00:02:51.88
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_AutoCor test:
+-----------------------------------------------
+   N = 10,  n = 1000000029,  r = 27,   s = 3,   d = 3
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.21
+p-value of test                       :    0.36
+
+Kolmogorov-Smirnov- statistic = D-    :    0.14
+p-value of test                       :    0.62
+
+Anderson-Darling statistic = A2       :    0.45
+p-value of test                       :    0.79
+
+Tests on the sum of all N observations
+Standardized normal statistic         :   -0.55
+p-value of test                       :    0.71
+
+Sample variance                       :    1.13
+p-value of test                       :    0.33
+
+-----------------------------------------------
+CPU time used                    :  00:02:27.38
+
+Generator state:
+N/A
+
+
+
+
+========= Summary results of BigCrush =========
+
+ Version:          TestU01 1.2.3
+ Generator:        stdin
+ Number of statistics:  160
+ Total CPU time:   04:23:21.40
+ The following tests gave p-values outside [0.001, 0.9990]:
+ (eps  means a value < 1.0e-300):
+ (eps1 means a value < 1.0e-15):
+
+       Test                          p-value
+ ----------------------------------------------
+ 86  LongestHeadRun, r = 0           0.9993 
+ ----------------------------------------------
+ All other tests were passed
+
+
+
+# 
+# Test duration: 1357.4324548405 minutes
+# 
diff --git a/src/site/resources/txt/userguide/rng/stress/tu/run_2/tu_1 b/src/site/resources/txt/userguide/rng/stress/tu/run_2/tu_1
new file mode 100644
index 000000000..d6c69916a
--- /dev/null
+++ b/src/site/resources/txt/userguide/rng/stress/tu/run_2/tu_1
@@ -0,0 +1,3879 @@
+# 
+# RNG: org.apache.commons.math4.rng.internal.source32.JDKRandom
+# 
+# Java: 1.8.0_66
+# Runtime: 1.8.0_66-b17
+# JVM: Java HotSpot(TM) 64-Bit Server VM 25.66-b17
+# OS: Linux 3.16.0-4-amd64 amd64
+# 
+# Analyzer: ../stdin2testu01 BigCrush 
+# 
+xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
+                 Starting BigCrush
+                 Version: TestU01 1.2.3
+xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
+
+
+***********************************************************
+Test smarsa_SerialOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N =  1,  n = 1000000000,  r =  0,   d =  256,   t =  3,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =           16777216
+       Expected number per cell =   59.604645
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =   0.0083558402,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          : 16711680
+Value of the statistic                : 1.99e+9
+p-value of test                       :   eps      *****
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:13.19
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_SerialOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N =  1,  n = 1000000000,  r = 22,   d =  256,   t =  3,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =           16777216
+       Expected number per cell =   59.604645
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =   0.0083558402,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          : 16711680
+Value of the statistic                : 1.67e+7
+p-value of test                       :    0.9969
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:19.32
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  0,   d = 2097152,   t =  2,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :        0
+p-value of test                       : 1 - eps1    *****
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795333120
+  j =  1                              :        600000000
+  j =  2                              :                0
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:05:40.80
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  9,   d = 2097152,   t =  2,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1306
+p-value of test                       :    0.94
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334426
+  j =  1                              :        599997388
+  j =  2                              :             1306
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:05:37.88
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  0,   d = 16384,   t =  3,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :        0
+p-value of test                       : 1 - eps1    *****
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795333120
+  j =  1                              :        600000000
+  j =  2                              :                0
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:06:31.99
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r = 16,   d = 16384,   t =  3,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1369
+p-value of test                       :    0.45
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334489
+  j =  1                              :        599997262
+  j =  2                              :             1369
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:07:19.19
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  0,   d =   64,   t =  7,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         : 348341582
+p-value of test                       :   eps      *****
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131941143674702
+  j =  1                              :              178
+  j =  2                              :        154974898
+  j =  3                              :         96683342
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:03:53.35
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r = 24,   d =   64,   t =  7,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1344
+p-value of test                       :    0.70
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334464
+  j =  1                              :        599997312
+  j =  2                              :             1344
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:06:00.42
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  0,   d =    8,   t = 14,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         : 348341375
+p-value of test                       :   eps      *****
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131941143674495
+  j =  1                              :              385
+  j =  2                              :        154975105
+  j =  3                              :         96683135
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:04:48.90
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r = 27,   d =    8,   t = 14,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1275
+p-value of test                       :    0.9923
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334395
+  j =  1                              :        599997450
+  j =  2                              :             1275
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:07:12.96
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  0,   d =    4,   t = 21,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         : 348341178
+p-value of test                       :   eps      *****
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131941143674298
+  j =  1                              :              582
+  j =  2                              :        154975302
+  j =  3                              :         96682938
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:04:45.15
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r = 28,   d =    4,   t = 21,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1325
+p-value of test                       :    0.85
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334445
+  j =  1                              :        599997350
+  j =  2                              :             1325
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:06:48.17
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 100,  n = 10000000,  r =  0,    d = 2147483648,    t = 2,    p = 1
+
+
+      Number of cells = d^t = 4611686018427387904
+      Lambda = Poisson mean =      54.2101
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    5421.01
+Total observed number                 : 11931429
+p-value of test                       :   eps      *****
+
+
+-----------------------------------------------
+CPU time used                    :  00:05:15.17
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 20000000,  r =  0,    d = 2097152,    t = 3,    p = 1
+
+
+      Number of cells = d^t = 9223372036854775808
+      Lambda = Poisson mean =     216.8404
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    4336.81
+Total observed number                 : 201419736
+p-value of test                       :   eps      *****
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:17.52
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 30000000,  r = 14,    d = 65536,    t = 4,    p = 1
+
+
+      Number of cells = d^t = 18446744073709551616
+      Lambda = Poisson mean =     365.9182
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    7318.36
+Total observed number                 : 4285944
+p-value of test                       :   eps      *****
+
+
+-----------------------------------------------
+CPU time used                    :  00:04:00.26
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 20000000,  r =  0,    d = 512,    t = 7,    p = 1
+
+
+      Number of cells = d^t = 9223372036854775808
+      Lambda = Poisson mean =     216.8404
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    4336.81
+Total observed number                 : 396240529
+p-value of test                       :   eps      *****
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:36.35
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 20000000,  r =  7,    d = 512,    t = 7,    p = 1
+
+
+      Number of cells = d^t = 9223372036854775808
+      Lambda = Poisson mean =     216.8404
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    4336.81
+Total observed number                 : 313506243
+p-value of test                       :   eps      *****
+
+
+-----------------------------------------------
+CPU time used                    :  00:03:00.43
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 30000000,  r = 14,    d = 256,    t = 8,    p = 1
+
+
+      Number of cells = d^t = 18446744073709551616
+      Lambda = Poisson mean =     365.9182
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    7318.36
+Total observed number                 : 85305678
+p-value of test                       :   eps      *****
+
+
+-----------------------------------------------
+CPU time used                    :  00:04:29.93
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 30000000,  r = 22,    d = 256,    t = 8,    p = 1
+
+
+      Number of cells = d^t = 18446744073709551616
+      Lambda = Poisson mean =     365.9182
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    7318.36
+Total observed number                 :  743608
+p-value of test                       :   eps      *****
+
+
+-----------------------------------------------
+CPU time used                    :  00:04:05.72
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 30000000,  r =  0,    d = 16,    t = 16,    p = 1
+
+
+      Number of cells = d^t = 18446744073709551616
+      Lambda = Poisson mean =     365.9182
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    7318.36
+Total observed number                 : 595343120
+p-value of test                       :   eps      *****
+
+
+-----------------------------------------------
+CPU time used                    :  00:03:51.89
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 30000000,  r = 26,    d = 16,    t = 16,    p = 1
+
+
+      Number of cells = d^t = 18446744073709551616
+      Lambda = Poisson mean =     365.9182
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    7318.36
+Total observed number                 : 5161744
+p-value of test                       :   eps      *****
+
+
+-----------------------------------------------
+CPU time used                    :  00:05:14.84
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+snpair_ClosePairs test:
+-----------------------------------------------
+   N = 30,  n = 6000000,  r =  0,  t = 3,  p = 0,  m = 30,  Torus =  TRUE
+
+*********  WARNING in file  ../../probdist/gofs.c  on line  462
+*********  gofs_AndersonDarling:   N <= 0
+*********  WARNING in file  ../../probdist/fbar.c  on line  499
+*********  fbar_AndersonDarling:   N < 1
+
+---------------------------------------
+Test based on the 2 nearest points (NP):
+
+Stat. AD on the N values (NP)         : 1072.10
+p-value of test                       :   eps      *****
+
+
+A2 test based on the spacings between the
+   successive jump times of process Y_n(t):
+
+A2 test on the values of A2 (m-NP)    :  659.39
+p-value of test                       :1.6e-288    *****
+
+Test on the Nm values of W_{n,i}(mNP1):  685.89
+p-value of test                       :4.9e-300    *****
+
+Test on the jump times of Y
+   (superposition of Yn):
+
+Expected number of jumps of Y = mN    :     900
+Number of jumps of Y                  :       0
+p-value of test                       : 1 - eps1    *****
+
+-----------------------------------------------
+CPU time used                    :  00:03:19.69
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+snpair_ClosePairs test:
+-----------------------------------------------
+   N = 20,  n = 4000000,  r =  0,  t = 5,  p = 0,  m = 30,  Torus =  TRUE
+
+*********  WARNING in file  ../../probdist/gofs.c  on line  462
+*********  gofs_AndersonDarling:   N <= 0
+*********  WARNING in file  ../../probdist/fbar.c  on line  499
+*********  fbar_AndersonDarling:   N < 1
+
+---------------------------------------
+Test based on the 2 nearest points (NP):
+
+Stat. AD on the N values (NP)         :  714.74
+p-value of test                       :   eps      *****
+
+
+A2 test based on the spacings between the
+   successive jump times of process Y_n(t):
+
+A2 test on the values of A2 (m-NP)    :  714.74
+p-value of test                       :   eps      *****
+
+Test on the Nm values of W_{n,i}(mNP1):15894.16
+p-value of test                       :   eps      *****
+
+Test on the jump times of Y
+   (superposition of Yn):
+
+Expected number of jumps of Y = mN    :     600
+Number of jumps of Y                  :       0
+p-value of test                       : 1 - eps1    *****
+
+-----------------------------------------------
+CPU time used                    :  00:14:47.97
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+snpair_ClosePairs test:
+-----------------------------------------------
+   N = 10,  n = 3000000,  r =  0,  t = 9,  p = 0,  m = 30,  Torus =  TRUE
+
+*********  WARNING in file  ../../probdist/gofs.c  on line  462
+*********  gofs_AndersonDarling:   N <= 0
+*********  WARNING in file  ../../probdist/fbar.c  on line  499
+*********  fbar_AndersonDarling:   N < 1
+
+---------------------------------------
+Test based on the 2 nearest points (NP):
+
+Stat. AD on the N values (NP)         :  357.37
+p-value of test                       :3.2e-157    *****
+
+
+A2 test based on the spacings between the
+   successive jump times of process Y_n(t):
+
+A2 test on the values of A2 (m-NP)    :  357.37
+p-value of test                       :3.2e-157    *****
+
+Test on the Nm values of W_{n,i}(mNP1): 7905.81
+p-value of test                       :   eps      *****
+
+Test on the jump times of Y
+   (superposition of Yn):
+
+Expected number of jumps of Y = mN    :     300
+Number of jumps of Y                  :       0
+p-value of test                       : 1 - eps1    *****
+
+-----------------------------------------------
+CPU time used                    :  00:26:35.95
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+snpair_ClosePairs test:
+-----------------------------------------------
+   N =  5,  n = 2000000,  r =  0,  t = 16,  p = 0,  m = 30,  Torus =  TRUE
+
+*********  WARNING in file  ../../testu01/snpair.c  on line  294
+*********  res->NumClose > 50000
+*********  WARNING in file  ../../testu01/snpair.c  on line  294
+*********  res->NumClose > 50000
+*********  WARNING in file  ../../testu01/snpair.c  on line  294
+*********  res->NumClose > 50000
+*********  WARNING in file  ../../testu01/snpair.c  on line  294
+*********  res->NumClose > 50000
+*********  WARNING in file  ../../testu01/snpair.c  on line  294
+*********  res->NumClose > 50000
+
+---------------------------------------
+Test based on the 2 nearest points (NP):
+
+Stat. AD on the N values (NP)         :  178.68
+p-value of test                       : 1.8e-79    *****
+
+
+A2 test based on the spacings between the
+   successive jump times of process Y_n(t):
+
+A2 test on the values of A2 (m-NP)    :  178.68
+p-value of test                       : 1.8e-79    *****
+
+Test on the Nm values of W_{n,i}(mNP1): 5360.52
+p-value of test                       :   eps      *****
+
+Test on the jump times of Y
+   (superposition of Yn):
+
+Expected number of jumps of Y = mN    :     150
+Number of jumps of Y                  > 250000     *****
+p-value of test                       :   eps      *****
+
+Stat. AD (mNP2)                       : 8.93e+6
+p-value of test                       :   eps      *****
+
+Stat. AD after spacings (mNP2-S)      : 8.93e+6
+p-value of test                       :   eps      *****
+
+-----------------------------------------------
+CPU time used                    :  00:03:03.89
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_SimpPoker test:
+-----------------------------------------------
+   N =  1,  n = 400000000,  r =  0,   d =    8,   k =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    7
+Chi-square statistic                  : 5673.94
+p-value of test                       :   eps      *****
+
+-----------------------------------------------
+CPU time used                    :  00:01:17.19
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_SimpPoker test:
+-----------------------------------------------
+   N =  1,  n = 400000000,  r = 27,   d =    8,   k =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    7
+Chi-square statistic                  :    9.44
+p-value of test                       :    0.22
+
+-----------------------------------------------
+CPU time used                    :  00:01:27.62
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_SimpPoker test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r =  0,   d =   32,   k =   32
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   18
+Chi-square statistic                  :87575.57
+p-value of test                       :   eps      *****
+
+-----------------------------------------------
+CPU time used                    :  00:01:15.18
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_SimpPoker test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r = 25,   d =   32,   k =   32
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   18
+Chi-square statistic                  :   21.65
+p-value of test                       :    0.25
+
+-----------------------------------------------
+CPU time used                    :  00:01:28.40
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_CouponCollector test:
+-----------------------------------------------
+   N =  1,  n = 200000000,  r =  0,   d =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   54
+Chi-square statistic                  : 2.45e+5
+p-value of test                       :   eps      *****
+
+-----------------------------------------------
+CPU time used                    :  00:01:36.62
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_CouponCollector test:
+-----------------------------------------------
+   N =  1,  n = 200000000,  r = 10,   d =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   54
+Chi-square statistic                  : 3203.42
+p-value of test                       :   eps      *****
+
+-----------------------------------------------
+CPU time used                    :  00:01:53.11
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_CouponCollector test:
+-----------------------------------------------
+   N =  1,  n = 200000000,  r = 20,   d =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   54
+Chi-square statistic                  :   45.90
+p-value of test                       :    0.78
+
+-----------------------------------------------
+CPU time used                    :  00:01:48.29
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_CouponCollector test:
+-----------------------------------------------
+   N =  1,  n = 200000000,  r = 27,   d =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   54
+Chi-square statistic                  :   50.41
+p-value of test                       :    0.61
+
+-----------------------------------------------
+CPU time used                    :  00:01:49.97
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Gap test:
+-----------------------------------------------
+   N =  1,  n = 500000000,  r =  0,   Alpha =        0,   Beta  =   0.0625
+
+
+-----------------------------------------------
+Number of degrees of freedom          :  232
+Chi-square statistic                  : 2.07e+5
+p-value of test                       :   eps      *****
+
+-----------------------------------------------
+CPU time used                    :  00:02:05.70
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Gap test:
+-----------------------------------------------
+   N =  1,  n = 300000000,  r = 25,   Alpha =        0,   Beta  =  0.03125
+
+
+-----------------------------------------------
+Number of degrees of freedom          :  434
+Chi-square statistic                  :  410.41
+p-value of test                       :    0.79
+
+-----------------------------------------------
+CPU time used                    :  00:02:52.53
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Gap test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r =  0,   Alpha =        0,   Beta  = 0.0078125
+
+
+-----------------------------------------------
+Number of degrees of freedom          : 1437
+Chi-square statistic                  : 1.90e+6
+p-value of test                       :   eps      *****
+
+-----------------------------------------------
+CPU time used                    :  00:03:04.25
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Gap test:
+-----------------------------------------------
+   N =  1,  n = 10000000,  r = 20,   Alpha =        0,   Beta  = 0.000976562
+
+
+-----------------------------------------------
+Number of degrees of freedom          : 7046
+Chi-square statistic                  : 7006.74
+p-value of test                       :    0.63
+
+-----------------------------------------------
+CPU time used                    :  00:02:57.53
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Run test:
+-----------------------------------------------
+   N =  5,  n = 1000000000,  r =  0,   Up = FALSE
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.39
+p-value of test                       :    0.16
+
+Kolmogorov-Smirnov- statistic = D-    :    0.48
+p-value of test                       :    0.07
+
+Anderson-Darling statistic = A2       :    1.56
+p-value of test                       :    0.16
+
+Test on the sum of all N observations
+Number of degrees of freedom          :   30
+Chi-square statistic                  :   29.53
+p-value of test                       :    0.49
+
+-----------------------------------------------
+CPU time used                    :  00:01:42.21
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Run test:
+-----------------------------------------------
+   N = 10,  n = 1000000000,  r = 15,   Up =  TRUE
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.098
+p-value of test                       :    0.77
+
+Kolmogorov-Smirnov- statistic = D-    :    0.25
+p-value of test                       :    0.25
+
+Anderson-Darling statistic = A2       :    1.19
+p-value of test                       :    0.27
+
+Test on the sum of all N observations
+Number of degrees of freedom          :   60
+Chi-square statistic                  :   71.83
+p-value of test                       :    0.14
+
+-----------------------------------------------
+CPU time used                    :  00:04:05.10
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_Permutation calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N =  1,  n = 1000000000,  r =  5,   t =  3,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =                  6
+       Expected number per cell =  1.6666667e+08
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =  2.5000002e-09,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          :    5
+Value of the statistic                :  289.84
+p-value of test                       :   eps      *****
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:10.47
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_Permutation calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N =  1,  n = 1000000000,  r =  5,   t =  5,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =                120
+       Expected number per cell =   8333333.3
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =  5.9500005e-08,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          :  119
+Value of the statistic                :24864.07
+p-value of test                       :   eps      *****
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:05.44
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_Permutation calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N =  1,  n = 500000000,  r =  5,   t =  7,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =               5040
+       Expected number per cell =   99206.349
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =  5.0390004e-06,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          : 5039
+Value of the statistic                : 1.85e+6
+p-value of test                       :   eps      *****
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:29.71
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_Permutation calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N =  1,  n = 500000000,  r = 10,   t = 10,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =            3628800
+       Expected number per cell =    137.7866
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =   0.0036287993,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          : 3628799
+Value of the statistic                : 5.80e+6
+p-value of test                       :   eps      *****
+
+
+-----------------------------------------------
+CPU time used                    :  00:03:08.15
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_CollisionPermut calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N = 20,  n = 20000000,  r =  0,   t = 14,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =        87178291200
+       Expected number per cell =  1 /  4358.9146
+       EColl = n^2 / (2k) =   2294.14912
+       Hashing =   TRUE
+
+       Collision test,    Mu =      2293.9736,    Sigma =    47.8841
+
+-----------------------------------------------
+Test Results for Collisions
+
+For the total number of collisions, we use
+      the Poisson approximation:
+Expected number of collisions = N*Mu  :    45879.47
+Observed number of collisions         : 305495062
+p-value of test                       :   eps      *****
+
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :    1743471319062
+  j =  1                              :          9455393
+  j =  2                              :         13752518
+  j =  3                              :         11160341
+  j =  4                              :         14999848
+  j =  5                              :         35033422
+
+-----------------------------------------------
+CPU time used                    :  00:03:47.92
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_CollisionPermut calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N = 20,  n = 20000000,  r = 10,   t = 14,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =        87178291200
+       Expected number per cell =  1 /  4358.9146
+       EColl = n^2 / (2k) =   2294.14912
+       Hashing =   TRUE
+
+       Collision test,    Mu =      2293.9736,    Sigma =    47.8841
+
+-----------------------------------------------
+Test Results for Collisions
+
+For the total number of collisions, we use
+      the Poisson approximation:
+Expected number of collisions = N*Mu  :    45879.47
+Observed number of collisions         :    34439
+p-value of test                       : 1 - eps1    *****
+
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :    1743165858439
+  j =  1                              :        399931123
+  j =  2                              :            34437
+  j =  3                              :                1
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:04:24.54
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_MaxOft test:
+-----------------------------------------------
+   N = 40,  n = 10000000,  r =  0,   d = 100000,   t =  8
+
+      Number of categories = 100000
+      Expected number per category  = 100.00
+
+
+-----------------------------------------------
+Test results for chi2 with 99999 degrees of freedom:
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.37
+p-value of test                       :  7.8e-6    *****
+
+Kolmogorov-Smirnov- statistic = D-    : 1.76e-3
+p-value of test                       :    0.9981
+
+Anderson-Darling statistic = A2       :   12.40
+p-value of test                       :  1.1e-6    *****
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 3999960
+Chi-square statistic                  : 3.99e+6
+p-value of test                       : 1 -  1.4e-6    *****
+
+
+-----------------------------------------------
+Test results for Anderson-Darling:
+
+Kolmogorov-Smirnov+ statistic = D+    : 6.04e-4
+p-value of test                       :    0.9994    *****
+
+Kolmogorov-Smirnov- statistic = D-    :    0.91
+p-value of test                       : 2.6e-42    *****
+
+Anderson-Darling statistic = A2       :  114.39
+p-value of test                       : 1.9e-51    *****
+
+
+-----------------------------------------------
+CPU time used                    :  00:03:11.70
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_MaxOft test:
+-----------------------------------------------
+   N = 30,  n = 10000000,  r =  0,   d = 100000,   t = 16
+
+      Number of categories = 100000
+      Expected number per category  = 100.00
+
+
+-----------------------------------------------
+Test results for chi2 with 99999 degrees of freedom:
+
+Kolmogorov-Smirnov+ statistic = D+    : 6.78e-3
+p-value of test                       :    0.9917
+
+Kolmogorov-Smirnov- statistic = D-    :    0.49
+p-value of test                       :  1.6e-7    *****
+
+Anderson-Darling statistic = A2       :   14.63
+p-value of test                       :  1.1e-7    *****
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 2999970
+Chi-square statistic                  : 3.01e+6
+p-value of test                       :  8.7e-8    *****
+
+
+-----------------------------------------------
+Test results for Anderson-Darling:
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.80
+p-value of test                       : 3.3e-21    *****
+
+Kolmogorov-Smirnov- statistic = D-    :    0.14
+p-value of test                       :    0.28
+
+Anderson-Darling statistic = A2       :   25.49
+p-value of test                       : 1.6e-12    *****
+
+
+-----------------------------------------------
+CPU time used                    :  00:03:02.73
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_MaxOft test:
+-----------------------------------------------
+   N = 20,  n = 10000000,  r =  0,   d = 100000,   t = 24
+
+      Number of categories = 100000
+      Expected number per category  = 100.00
+
+
+-----------------------------------------------
+Test results for chi2 with 99999 degrees of freedom:
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.17
+p-value of test                       :    0.27
+
+Kolmogorov-Smirnov- statistic = D-    :   0.084
+p-value of test                       :    0.72
+
+Anderson-Darling statistic = A2       :    0.59
+p-value of test                       :    0.65
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 1999980
+Chi-square statistic                  : 2.00e+6
+p-value of test                       :    0.71
+
+
+-----------------------------------------------
+Test results for Anderson-Darling:
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.62
+p-value of test                       :  2.4e-8    *****
+
+Kolmogorov-Smirnov- statistic = D-    :    0.25
+p-value of test                       :    0.06
+
+Anderson-Darling statistic = A2       :    8.89
+p-value of test                       :  4.7e-5    *****
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:22.03
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_MaxOft test:
+-----------------------------------------------
+   N = 20,  n = 10000000,  r =  0,   d = 100000,   t = 32
+
+      Number of categories = 100000
+      Expected number per category  = 100.00
+
+
+-----------------------------------------------
+Test results for chi2 with 99999 degrees of freedom:
+
+Kolmogorov-Smirnov+ statistic = D+    : 1.33e-3
+p-value of test                       :    0.9986
+
+Kolmogorov-Smirnov- statistic = D-    :    0.51
+p-value of test                       :  1.2e-5    *****
+
+Anderson-Darling statistic = A2       :   13.91
+p-value of test                       :  2.4e-7    *****
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 1999980
+Chi-square statistic                  : 2.01e+6
+p-value of test                       :  3.7e-8    *****
+
+
+-----------------------------------------------
+Test results for Anderson-Darling:
+
+Kolmogorov-Smirnov+ statistic = D+    :    1.00
+p-value of test                       :1.4e-112    *****
+
+Kolmogorov-Smirnov- statistic = D-    : 3.78e-7
+p-value of test                       : 1 -  3.8e-7    *****
+
+Anderson-Darling statistic = A2       :  256.94
+p-value of test                       :1.6e-113    *****
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:43.14
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleProd test:
+-----------------------------------------------
+   N = 40,  n = 10000000,  r =  0,   t = 8
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.24
+p-value of test                       :  9.8e-3
+
+Kolmogorov-Smirnov- statistic = D-    :    0.61
+p-value of test                       : 6.7e-15    *****
+
+Anderson-Darling statistic = A2       :   17.86
+p-value of test                       :  4.0e-9    *****
+
+-----------------------------------------------
+CPU time used                    :  00:02:21.61
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleProd test:
+-----------------------------------------------
+   N = 20,  n = 10000000,  r =  0,   t = 16
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    1.00
+p-value of test                       : 3.3e-74    *****
+
+Kolmogorov-Smirnov- statistic = D-    : 1.17e-4
+p-value of test                       :    0.9999    *****
+
+Anderson-Darling statistic = A2       :  153.69
+p-value of test                       : 1.4e-68    *****
+
+-----------------------------------------------
+CPU time used                    :  00:01:43.76
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleProd test:
+-----------------------------------------------
+   N = 20,  n = 10000000,  r =  0,   t = 24
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.98
+p-value of test                       : 2.7e-33    *****
+
+Kolmogorov-Smirnov- statistic = D-    :   0.012
+p-value of test                       :    0.98
+
+Anderson-Darling statistic = A2       :   62.61
+p-value of test                       : 7.9e-29    *****
+
+-----------------------------------------------
+CPU time used                    :  00:02:14.61
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleMean test:
+-----------------------------------------------
+   N = 20000000,  n = 30,  r =  0
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    : 2.79e-4
+p-value of test                       :    0.04
+
+Kolmogorov-Smirnov- statistic = D-    : 2.29e-4
+p-value of test                       :    0.12
+
+Anderson-Darling statistic = A2       :    1.80
+p-value of test                       :    0.12
+
+-----------------------------------------------
+CPU time used                    :  00:00:33.43
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleMean test:
+-----------------------------------------------
+   N = 20000000,  n = 30,  r = 10
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    : 1.71e-4
+p-value of test                       :    0.31
+
+Kolmogorov-Smirnov- statistic = D-    : 1.09e-4
+p-value of test                       :    0.62
+
+Anderson-Darling statistic = A2       :    0.57
+p-value of test                       :    0.68
+
+-----------------------------------------------
+CPU time used                    :  00:00:33.42
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleCorr test:
+-----------------------------------------------
+   N =  1,  n = 2000000000,  r =  0,   k = 1
+
+
+-----------------------------------------------
+Normal statistic                      :   -0.13
+p-value of test                       :    0.55
+
+-----------------------------------------------
+CPU time used                    :  00:00:33.98
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleCorr test:
+-----------------------------------------------
+   N =  1,  n = 2000000000,  r =  0,   k = 2
+
+
+-----------------------------------------------
+Normal statistic                      :   0.050
+p-value of test                       :    0.48
+
+-----------------------------------------------
+CPU time used                    :  00:00:31.94
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_AppearanceSpacings test:
+-----------------------------------------------
+   N =  1,   Q = 10000000,   K = 1000000000,   r = 0,   s = 3,   L = 15
+
+   Sequences of n = (K + Q)L =  15150000000 bits
+   Q = 10000000 initialization blocks
+   K = 1000000000 blocks for the test
+   the blocks have L = 15 bits
+
+
+
+-----------------------------------------------
+Normal statistic                      :   87.22
+p-value of test                       :   eps      *****
+
+-----------------------------------------------
+CPU time used                    :  00:01:57.69
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_AppearanceSpacings test:
+-----------------------------------------------
+   N =  1,   Q = 10000000,   K = 1000000000,   r = 27,   s = 3,   L = 15
+
+   Sequences of n = (K + Q)L =  15150000000 bits
+   Q = 10000000 initialization blocks
+   K = 1000000000 blocks for the test
+   the blocks have L = 15 bits
+
+
+
+-----------------------------------------------
+Normal statistic                      :    0.28
+p-value of test                       :    0.39
+
+-----------------------------------------------
+CPU time used                    :  00:01:55.94
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r =  0,  k = 256,  Alpha =      0,  Beta =   0.25
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   67
+Chi-square statistic                  :32751.90
+p-value of test                       :   eps      *****
+
+-----------------------------------------------
+CPU time used                    :  00:01:16.72
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r = 20,  k = 256,  Alpha =      0,  Beta =   0.25
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   67
+Chi-square statistic                  :   74.73
+p-value of test                       :    0.24
+
+-----------------------------------------------
+CPU time used                    :  00:01:31.61
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r = 28,  k = 256,  Alpha =      0,  Beta =   0.25
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   67
+Chi-square statistic                  :   58.90
+p-value of test                       :    0.75
+
+-----------------------------------------------
+CPU time used                    :  00:01:31.54
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r =  0,  k = 256,  Alpha =      0,  Beta = 0.0625
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   37
+Chi-square statistic                  :15620.09
+p-value of test                       :   eps      *****
+
+-----------------------------------------------
+CPU time used                    :  00:01:19.12
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r = 10,  k = 256,  Alpha =      0,  Beta = 0.0625
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   37
+Chi-square statistic                  :  229.60
+p-value of test                       :   eps      *****
+
+-----------------------------------------------
+CPU time used                    :  00:01:29.88
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r = 26,  k = 256,  Alpha =      0,  Beta = 0.0625
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   37
+Chi-square statistic                  :   35.57
+p-value of test                       :    0.54
+
+-----------------------------------------------
+CPU time used                    :  00:01:38.54
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SumCollector test:
+-----------------------------------------------
+   N =  1,  n = 500000000,  r =  0,   g = 10
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   29
+Chi-square statistic                  :29102.31
+p-value of test                       :   eps      *****
+
+-----------------------------------------------
+CPU time used                    :  00:02:38.25
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N = 10,  n = 1000000,  r =  0,    s = 5,    L = 30,    k = 30
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    : 8.43e-3
+p-value of test                       :    0.9909
+
+Kolmogorov-Smirnov- statistic = D-    :    0.46
+p-value of test                       :    0.01
+
+Anderson-Darling statistic = A2       :    5.28
+p-value of test                       :  2.3e-3
+
+Test on the sum of all N observations
+Number of degrees of freedom          :   40
+Chi-square statistic                  :   72.38
+p-value of test                       :  1.3e-3
+
+-----------------------------------------------
+CPU time used                    :  00:01:22.67
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N = 10,  n = 1000000,  r = 25,    s = 5,    L = 30,    k = 30
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.37
+p-value of test                       :    0.05
+
+Kolmogorov-Smirnov- statistic = D-    : 9.67e-3
+p-value of test                       :    0.99
+
+Anderson-Darling statistic = A2       :    1.48
+p-value of test                       :    0.18
+
+Test on the sum of all N observations
+Number of degrees of freedom          :   40
+Chi-square statistic                  :   27.48
+p-value of test                       :    0.93
+
+-----------------------------------------------
+CPU time used                    :  00:01:23.10
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N =  1,  n = 5000,  r =  0,    s = 4,    L = 1000,    k = 1000
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    3
+Chi-square statistic                  :    0.93
+p-value of test                       :    0.82
+
+-----------------------------------------------
+CPU time used                    :  00:02:18.85
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N =  1,  n = 5000,  r = 26,    s = 4,    L = 1000,    k = 1000
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    3
+Chi-square statistic                  :    1.22
+p-value of test                       :    0.75
+
+-----------------------------------------------
+CPU time used                    :  00:02:19.07
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N =  1,  n = 80,  r = 15,    s = 15,    L = 5000,    k = 5000
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    2
+Chi-square statistic                  :    0.59
+p-value of test                       :    0.74
+
+-----------------------------------------------
+CPU time used                    :  00:01:32.95
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N =  1,  n = 80,  r =  0,    s = 30,    L = 5000,    k = 5000
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    2
+Chi-square statistic                  :    3.07
+p-value of test                       :    0.22
+
+-----------------------------------------------
+CPU time used                    :  00:01:17.52
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_Savir2 test:
+-----------------------------------------------
+   N = 10,  n = 10000000,  r = 10,    m = 1048576,    t = 30
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.25
+p-value of test                       :    0.26
+
+Kolmogorov-Smirnov- statistic = D-    :    0.33
+p-value of test                       :    0.09
+
+Anderson-Darling statistic = A2       :    2.22
+p-value of test                       :    0.07
+
+Test on the sum of all N observations
+Number of degrees of freedom          :  130
+Chi-square statistic                  :  142.63
+p-value of test                       :    0.21
+
+-----------------------------------------------
+CPU time used                    :  00:00:52.62
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_GCD test:
+-----------------------------------------------
+   N = 10,  n = 50000000,  r =  0,   s = 30
+
+
+-----------------------------------------------
+Test results for GCD values:
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.13
+p-value of test                       :    0.66
+
+Kolmogorov-Smirnov- statistic = D-    :    0.36
+p-value of test                       :    0.06
+
+Anderson-Darling statistic = A2       :    1.51
+p-value of test                       :    0.17
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 17430
+Chi-square statistic                  :17586.45
+p-value of test                       :    0.20
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:53.20
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r =  0,   s = 5,   L0 =   50,   L1 =   50
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :   36
+ChiSquare statistic                   :  731.75
+p-value of test                       :   eps      *****
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :   35
+ChiSquare statistic                   :  613.67
+p-value of test                       :   eps      *****
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          :   25
+ChiSquare statistic                   :  470.86
+p-value of test                       :   eps      *****
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :   24
+ChiSquare statistic                   :  497.14
+p-value of test                       :   eps      *****
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :   17
+ChiSquare statistic                   :  241.78
+p-value of test                       :   eps      *****
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:45.62
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r = 25,   s = 5,   L0 =   50,   L1 =   50
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :   36
+ChiSquare statistic                   :   41.61
+p-value of test                       :    0.24
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :   35
+ChiSquare statistic                   :   46.65
+p-value of test                       :    0.09
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          :   25
+ChiSquare statistic                   :   40.10
+p-value of test                       :    0.03
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :   24
+ChiSquare statistic                   :   20.87
+p-value of test                       :    0.65
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :   17
+ChiSquare statistic                   :   14.21
+p-value of test                       :    0.65
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:45.90
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 10000000,  r =  0,   s = 10,   L0 = 1000,   L1 = 1000
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :  146
+ChiSquare statistic                   :  176.68
+p-value of test                       :    0.04
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :  146
+ChiSquare statistic                   :  175.78
+p-value of test                       :    0.05
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          :  500
+ChiSquare statistic                   :  518.47
+p-value of test                       :    0.27
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :  136
+ChiSquare statistic                   :  146.81
+p-value of test                       :    0.25
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :   74
+ChiSquare statistic                   :   68.73
+p-value of test                       :    0.65
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:56.43
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 10000000,  r = 20,   s = 10,   L0 = 1000,   L1 = 1000
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :  146
+ChiSquare statistic                   :  165.33
+p-value of test                       :    0.13
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :  146
+ChiSquare statistic                   :  136.92
+p-value of test                       :    0.69
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          :  500
+ChiSquare statistic                   :  520.66
+p-value of test                       :    0.25
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :  136
+ChiSquare statistic                   :  144.45
+p-value of test                       :    0.29
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :   74
+ChiSquare statistic                   :   61.87
+p-value of test                       :    0.84
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:57.40
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 1000000,  r =  0,   s = 15,   L0 = 10000,   L1 = 10000
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :  384
+ChiSquare statistic                   :  338.25
+p-value of test                       :    0.96
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :  384
+ChiSquare statistic                   :  372.87
+p-value of test                       :    0.65
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          : 5000
+ChiSquare statistic                   : 5019.31
+p-value of test                       :    0.42
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :  378
+ChiSquare statistic                   :  341.04
+p-value of test                       :    0.91
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :  200
+ChiSquare statistic                   :  213.59
+p-value of test                       :    0.24
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:48.11
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 1000000,  r = 15,   s = 15,   L0 = 10000,   L1 = 10000
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :  384
+ChiSquare statistic                   :  376.11
+p-value of test                       :    0.60
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :  384
+ChiSquare statistic                   :  432.22
+p-value of test                       :    0.04
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          : 5000
+ChiSquare statistic                   : 4846.93
+p-value of test                       :    0.94
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :  378
+ChiSquare statistic                   :  385.02
+p-value of test                       :    0.39
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :  200
+ChiSquare statistic                   :  251.40
+p-value of test                       :  8.0e-3
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:47.31
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+scomp_LinearComp test:
+-----------------------------------------------
+   N =  1,  n = 400020,  r =  0,    s = 1
+
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   12
+Chi2 statistic for size of jumps      :   12.84
+p-value of test                       :    0.38
+
+
+-----------------------------------------------
+Normal statistic for number of jumps  :    0.13
+p-value of test                       :    0.45
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:23.76
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+scomp_LinearComp test:
+-----------------------------------------------
+   N =  1,  n = 400020,  r = 29,    s = 1
+
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   12
+Chi2 statistic for size of jumps      :    7.10
+p-value of test                       :    0.85
+
+
+-----------------------------------------------
+Normal statistic for number of jumps  :    1.13
+p-value of test                       :    0.13
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:24.12
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+scomp_LempelZiv test:
+-----------------------------------------------
+   N = 10,  n = 134217728,  r =  0,   s =   30,   k =   27
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.14
+p-value of test                       :    0.62
+
+Kolmogorov-Smirnov- statistic = D-    :    0.30
+p-value of test                       :    0.14
+
+Anderson-Darling statistic = A2       :    1.08
+p-value of test                       :    0.31
+
+Tests on the sum of all N observations
+Standardized normal statistic         :    0.96
+p-value of test                       :    0.17
+
+Sample variance                       :    0.64
+p-value of test                       :    0.76
+
+-----------------------------------------------
+CPU time used                    :  00:00:55.85
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+scomp_LempelZiv test:
+-----------------------------------------------
+   N = 10,  n = 134217728,  r = 15,   s =   15,   k =   27
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.13
+p-value of test                       :    0.64
+
+Kolmogorov-Smirnov- statistic = D-    :   0.098
+p-value of test                       :    0.77
+
+Anderson-Darling statistic = A2       :    0.31
+p-value of test                       :    0.93
+
+Tests on the sum of all N observations
+Standardized normal statistic         :   -0.29
+p-value of test                       :    0.62
+
+Sample variance                       :    1.24
+p-value of test                       :    0.27
+
+-----------------------------------------------
+CPU time used                    :  00:00:58.03
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sspectral_Fourier3 test:
+-----------------------------------------------
+   N = 100000,  n = 16384,  r =  0,   s =    3,   k =   14
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.047
+p-value of test                       :  1.6e-8    *****
+
+Kolmogorov-Smirnov- statistic = D-    :   0.047
+p-value of test                       :  1.6e-8    *****
+
+Anderson-Darling statistic = A2       :   31.93
+p-value of test                       : 2.4e-15    *****
+
+-----------------------------------------------
+CPU time used                    :  00:00:47.22
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sspectral_Fourier3 test:
+-----------------------------------------------
+   N = 100000,  n = 16384,  r = 27,   s =    3,   k =   14
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    : 7.99e-3
+p-value of test                       :    0.59
+
+Kolmogorov-Smirnov- statistic = D-    : 6.03e-3
+p-value of test                       :    0.74
+
+Anderson-Darling statistic = A2       :    0.27
+p-value of test                       :    0.96
+
+-----------------------------------------------
+CPU time used                    :  00:00:46.10
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_LongestHeadRun test:
+-----------------------------------------------
+   N =  1,  n = 1000,  r =  0,   s = 3,   L = 10000020
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    8
+Chi-square statistic                  : 1279.06
+p-value of test                       :   eps      *****
+
+-----------------------------------------------
+Global longest run of 1               :   23.00
+p-value of test                       : 1 - eps1    *****
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:37.70
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_LongestHeadRun test:
+-----------------------------------------------
+   N =  1,  n = 1000,  r = 27,   s = 3,   L = 10000020
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    8
+Chi-square statistic                  :   11.49
+p-value of test                       :    0.18
+
+-----------------------------------------------
+Global longest run of 1               :   30.00
+p-value of test                       :    0.90
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:40.26
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_PeriodsInStrings test:
+-----------------------------------------------
+   N = 10,  n = 500000000,  r =  0,   s =   10
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.030
+p-value of test                       :    0.96
+
+Kolmogorov-Smirnov- statistic = D-    :    0.45
+p-value of test                       :    0.01
+
+Anderson-Darling statistic = A2       :    2.71
+p-value of test                       :    0.04
+
+Test on the sum of all N observations
+Number of degrees of freedom          :  200
+Chi-square statistic                  :  242.04
+p-value of test                       :    0.02
+
+-----------------------------------------------
+CPU time used                    :  00:02:43.93
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_PeriodsInStrings test:
+-----------------------------------------------
+   N = 10,  n = 500000000,  r = 20,   s =   10
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.21
+p-value of test                       :    0.35
+
+Kolmogorov-Smirnov- statistic = D-    :   0.048
+p-value of test                       :    0.93
+
+Anderson-Darling statistic = A2       :    0.51
+p-value of test                       :    0.73
+
+Test on the sum of all N observations
+Number of degrees of freedom          :  200
+Chi-square statistic                  :  183.66
+p-value of test                       :    0.79
+
+-----------------------------------------------
+CPU time used                    :  00:02:42.32
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingWeight2 test:
+-----------------------------------------------
+   N = 10,  n = 1000000000,  r =  0,   s = 3,   L = 1000000
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    : 2.77e-5
+p-value of test                       : 1 -  2.8e-5    *****
+
+Kolmogorov-Smirnov- statistic = D-    :    1.00
+p-value of test                       : 2.1e-27    *****
+
+Anderson-Darling statistic = A2       :   68.96
+p-value of test                       : 1.3e-31    *****
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 10000
+Chi-square statistic                  :11688.07
+p-value of test                       : 4.7e-30    *****
+
+-----------------------------------------------
+CPU time used                    :  00:01:06.09
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingWeight2 test:
+-----------------------------------------------
+   N = 10,  n = 1000000000,  r = 27,   s = 3,   L = 1000000
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.33
+p-value of test                       :    0.08
+
+Kolmogorov-Smirnov- statistic = D-    :    0.11
+p-value of test                       :    0.73
+
+Anderson-Darling statistic = A2       :    1.62
+p-value of test                       :    0.15
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 10000
+Chi-square statistic                  : 9810.51
+p-value of test                       :    0.91
+
+-----------------------------------------------
+CPU time used                    :  00:01:09.82
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingCorr test:
+-----------------------------------------------
+   N =  1,  n = 1000000000,  r = 10,   s = 10,   L = 30
+
+
+
+-----------------------------------------------
+Normal statistic                      :   -0.34
+p-value of test                       :    0.63
+
+-----------------------------------------------
+CPU time used                    :  00:01:19.90
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingCorr test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r = 10,   s = 10,   L = 300
+
+
+
+-----------------------------------------------
+Normal statistic                      :   -0.57
+p-value of test                       :    0.72
+
+-----------------------------------------------
+CPU time used                    :  00:01:16.04
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingCorr test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r = 10,   s = 10,   L = 1200
+
+
+
+-----------------------------------------------
+Normal statistic                      :    0.60
+p-value of test                       :    0.27
+
+-----------------------------------------------
+CPU time used                    :  00:04:56.87
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N = 10,  n = 30000000,  r =  0,   s = 3,   L = 30,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.000
+p-value of test                       : 1 - eps1    *****
+
+Kolmogorov-Smirnov- statistic = D-    :    1.00
+p-value of test                       :   eps      *****
+
+Anderson-Darling statistic = A2       :  357.37
+p-value of test                       :3.2e-157    *****
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 4890
+Chi-square statistic                  :73974.96
+p-value of test                       :   eps      *****
+
+-----------------------------------------------
+CPU time used                    :  00:02:05.52
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N = 10,  n = 30000000,  r = 27,   s = 3,   L = 30,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.11
+p-value of test                       :    0.75
+
+Kolmogorov-Smirnov- statistic = D-    :    0.24
+p-value of test                       :    0.28
+
+Anderson-Darling statistic = A2       :    0.50
+p-value of test                       :    0.75
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 4890
+Chi-square statistic                  : 4939.11
+p-value of test                       :    0.31
+
+-----------------------------------------------
+CPU time used                    :  00:02:08.04
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N =  1,  n = 30000000,  r =  0,   s = 4,   L = 300,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+Number of degrees of freedom          : 4117
+Chi-square statistic                  :35751.40
+p-value of test                       :   eps      *****
+
+-----------------------------------------------
+CPU time used                    :  00:01:35.72
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N =  1,  n = 30000000,  r = 26,   s = 4,   L = 300,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+Number of degrees of freedom          : 4117
+Chi-square statistic                  : 4380.13
+p-value of test                       :  2.2e-3
+
+-----------------------------------------------
+CPU time used                    :  00:01:38.86
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N =  1,  n = 10000000,  r =  0,   s = 5,   L = 1200,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+Number of degrees of freedom          : 11825
+Chi-square statistic                  : 4.71e+5
+p-value of test                       :   eps      *****
+
+-----------------------------------------------
+CPU time used                    :  00:01:46.43
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N =  1,  n = 10000000,  r = 25,   s = 5,   L = 1200,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+Number of degrees of freedom          : 11825
+Chi-square statistic                  :12037.64
+p-value of test                       :    0.08
+
+-----------------------------------------------
+CPU time used                    :  00:01:59.15
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_Run test:
+-----------------------------------------------
+   N =  1,  n = 2000000000,  r =  0,   s =    3
+
+
+-----------------------------------------------
+Total number of 1 runs:  2000000000
+
+Number of degrees of freedom          :   54
+Chi2 statistic for number of runs     : 4347.89
+p-value of test                       :   eps      *****
+
+
+-----------------------------------------------
+Total number of bits:  7999997259
+
+Normal statistic for number of bits   :  -0.022
+p-value of test                       :    0.51
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:23.09
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_Run test:
+-----------------------------------------------
+   N =  1,  n = 2000000000,  r = 27,   s =    3
+
+
+-----------------------------------------------
+Total number of 1 runs:  2000000000
+
+Number of degrees of freedom          :   54
+Chi2 statistic for number of runs     :   47.80
+p-value of test                       :    0.71
+
+
+-----------------------------------------------
+Total number of bits:  7999968846
+
+Normal statistic for number of bits   :   -0.25
+p-value of test                       :    0.60
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:19.18
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_AutoCor test:
+-----------------------------------------------
+   N = 10,  n = 1000000030,  r =  0,   s = 3,   d = 1
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.44
+p-value of test                       :    0.01
+
+Kolmogorov-Smirnov- statistic = D-    :    0.44
+p-value of test                       :    0.01
+
+Anderson-Darling statistic = A2       :    3.09
+p-value of test                       :    0.03
+
+Tests on the sum of all N observations
+Standardized normal statistic         :  -0.061
+p-value of test                       :    0.52
+
+Sample variance                       : 9.51e-3
+p-value of test                       : 1 -  1.3e-8    *****
+
+-----------------------------------------------
+CPU time used                    :  00:02:42.59
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_AutoCor test:
+-----------------------------------------------
+   N = 10,  n = 1000000029,  r =  0,   s = 3,   d = 3
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.27
+p-value of test                       :    0.20
+
+Kolmogorov-Smirnov- statistic = D-    :    0.71
+p-value of test                       :  7.8e-6    *****
+
+Anderson-Darling statistic = A2       :    5.78
+p-value of test                       :  1.3e-3
+
+Tests on the sum of all N observations
+Standardized normal statistic         :    1.85
+p-value of test                       :    0.03
+
+Sample variance                       : 7.92e-4
+p-value of test                       : 1 - 1.8e-13    *****
+
+-----------------------------------------------
+CPU time used                    :  00:02:20.54
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_AutoCor test:
+-----------------------------------------------
+   N = 10,  n = 1000000030,  r = 27,   s = 3,   d = 1
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.23
+p-value of test                       :    0.29
+
+Kolmogorov-Smirnov- statistic = D-    :   0.027
+p-value of test                       :    0.97
+
+Anderson-Darling statistic = A2       :    0.74
+p-value of test                       :    0.52
+
+Tests on the sum of all N observations
+Standardized normal statistic         :   -1.11
+p-value of test                       :    0.87
+
+Sample variance                       :    0.82
+p-value of test                       :    0.60
+
+-----------------------------------------------
+CPU time used                    :  00:02:32.13
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_AutoCor test:
+-----------------------------------------------
+   N = 10,  n = 1000000029,  r = 27,   s = 3,   d = 3
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.26
+p-value of test                       :    0.21
+
+Kolmogorov-Smirnov- statistic = D-    :    0.13
+p-value of test                       :    0.67
+
+Anderson-Darling statistic = A2       :    1.04
+p-value of test                       :    0.33
+
+Tests on the sum of all N observations
+Standardized normal statistic         :   -0.83
+p-value of test                       :    0.80
+
+Sample variance                       :    1.50
+p-value of test                       :    0.14
+
+-----------------------------------------------
+CPU time used                    :  00:02:14.16
+
+Generator state:
+N/A
+
+
+
+
+========= Summary results of BigCrush =========
+
+ Version:          TestU01 1.2.3
+ Generator:        stdin
+ Number of statistics:  155
+ Total CPU time:   04:55:08.24
+ The following tests gave p-values outside [0.001, 0.9990]:
+ (eps  means a value < 1.0e-300):
+ (eps1 means a value < 1.0e-15):
+
+       Test                          p-value
+ ----------------------------------------------
+  1  SerialOver, r = 0                eps  
+  3  CollisionOver, t = 2           1 - eps1
+  5  CollisionOver, t = 3           1 - eps1
+  7  CollisionOver, t = 7             eps  
+  9  CollisionOver, t = 14            eps  
+ 11  CollisionOver, t = 21            eps  
+ 13  BirthdaySpacings, t = 2          eps  
+ 14  BirthdaySpacings, t = 3          eps  
+ 15  BirthdaySpacings, t = 4          eps  
+ 16  BirthdaySpacings, t = 7          eps  
+ 17  BirthdaySpacings, t = 7          eps  
+ 18  BirthdaySpacings, t = 8          eps  
+ 19  BirthdaySpacings, t = 8          eps  
+ 20  BirthdaySpacings, t = 16         eps  
+ 21  BirthdaySpacings, t = 16         eps  
+ 22  ClosePairs NP, t = 3             eps  
+ 22  ClosePairs mNP, t = 3         1.6e-288
+ 22  ClosePairs mNP1, t = 3        4.9e-300
+ 22  ClosePairs mNP2, t = 3           eps  
+ 22  ClosePairs NJumps, t = 3       1 - eps1
+ 23  ClosePairs NP, t = 5             eps  
+ 23  ClosePairs mNP, t = 5            eps  
+ 23  ClosePairs mNP1, t = 5           eps  
+ 23  ClosePairs NJumps, t = 5       1 - eps1
+ 24  ClosePairs NP, t = 9          3.2e-157
+ 24  ClosePairs mNP, t = 9         3.2e-157
+ 24  ClosePairs mNP1, t = 9           eps  
+ 24  ClosePairs NJumps, t = 9       1 - eps1
+ 25  ClosePairs NP, t = 16          1.8e-79
+ 25  ClosePairs mNP, t = 16         1.8e-79
+ 25  ClosePairs mNP1, t = 16          eps  
+ 25  ClosePairs mNP2, t = 16          eps  
+ 25  ClosePairs NJumps, t = 16        eps  
+ 25  ClosePairs mNP2S, t = 16         eps  
+ 26  SimpPoker, r = 0                 eps  
+ 28  SimpPoker, r = 0                 eps  
+ 30  CouponCollector, r = 0           eps  
+ 31  CouponCollector, r = 10          eps  
+ 34  Gap, r = 0                       eps  
+ 36  Gap, r = 0                       eps  
+ 40  Permutation, t = 3               eps  
+ 41  Permutation, t = 5               eps  
+ 42  Permutation, t = 7               eps  
+ 43  Permutation, t = 10              eps  
+ 44  CollisionPermut, r = 0           eps  
+ 45  CollisionPermut, r = 10        1 - eps1
+ 46  MaxOft, t = 8                  1 -  1.4e-6
+ 46  MaxOft AD, t = 8               1.9e-51
+ 47  MaxOft, t = 16                  8.7e-8
+ 47  MaxOft AD, t = 16              1.6e-12
+ 48  MaxOft AD, t = 24               4.7e-5
+ 49  MaxOft, t = 32                  3.7e-8
+ 49  MaxOft AD, t = 32             1.6e-113
+ 50  SampleProd, t = 8               4.0e-9
+ 51  SampleProd, t = 16             1.4e-68
+ 52  SampleProd, t = 24             7.9e-29
+ 57  AppearanceSpacings, r = 0        eps  
+ 59  WeightDistrib, r = 0             eps  
+ 62  WeightDistrib, r = 0             eps  
+ 63  WeightDistrib, r = 10            eps  
+ 65  SumCollector                     eps  
+ 74  RandomWalk1 H (L=50, r=0)        eps  
+ 74  RandomWalk1 M (L=50, r=0)        eps  
+ 74  RandomWalk1 J (L=50, r=0)        eps  
+ 74  RandomWalk1 R (L=50, r=0)        eps  
+ 74  RandomWalk1 C (L=50, r=0)        eps  
+ 84  Fourier3, r = 0                2.4e-15
+ 86  LongestHeadRun, r = 0            eps  
+ 86  LongestHeadRun, r = 0          1 - eps1
+ 90  HammingWeight2, r = 0          4.7e-30
+ 95  HammingIndep, L=30, r=0          eps  
+ 97  HammingIndep, L=300, r=0         eps  
+ 99  HammingIndep, L=1200, r=0        eps  
+ 101  Run of bits, r = 0               eps  
+ ----------------------------------------------
+ All other tests were passed
+
+
+
+# 
+# Test duration: 1430.9592693660836 minutes
+# 
diff --git a/src/site/resources/txt/userguide/rng/stress/tu/run_2/tu_10 b/src/site/resources/txt/userguide/rng/stress/tu/run_2/tu_10
new file mode 100644
index 000000000..19d9917ff
--- /dev/null
+++ b/src/site/resources/txt/userguide/rng/stress/tu/run_2/tu_10
@@ -0,0 +1,3803 @@
+# 
+# RNG: org.apache.commons.math4.rng.internal.source64.MersenneTwister64
+# 
+# Java: 1.8.0_66
+# Runtime: 1.8.0_66-b17
+# JVM: Java HotSpot(TM) 64-Bit Server VM 25.66-b17
+# OS: Linux 3.16.0-4-amd64 amd64
+# 
+# Analyzer: ../stdin2testu01 BigCrush 
+# 
+xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
+                 Starting BigCrush
+                 Version: TestU01 1.2.3
+xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
+
+
+***********************************************************
+Test smarsa_SerialOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N =  1,  n = 1000000000,  r =  0,   d =  256,   t =  3,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =           16777216
+       Expected number per cell =   59.604645
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =   0.0083558402,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          : 16711680
+Value of the statistic                : 1.67e+7
+p-value of test                       :    0.38
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:14.16
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_SerialOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N =  1,  n = 1000000000,  r = 22,   d =  256,   t =  3,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =           16777216
+       Expected number per cell =   59.604645
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =   0.0083558402,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          : 16711680
+Value of the statistic                : 1.67e+7
+p-value of test                       :    0.71
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:19.00
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  0,   d = 2097152,   t =  2,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1386
+p-value of test                       :    0.28
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334506
+  j =  1                              :        599997228
+  j =  2                              :             1386
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:05:00.67
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  9,   d = 2097152,   t =  2,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1351
+p-value of test                       :    0.63
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334471
+  j =  1                              :        599997298
+  j =  2                              :             1351
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:05:08.62
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  0,   d = 16384,   t =  3,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1347
+p-value of test                       :    0.67
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334467
+  j =  1                              :        599997306
+  j =  2                              :             1347
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:06:24.27
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r = 16,   d = 16384,   t =  3,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1356
+p-value of test                       :    0.58
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334476
+  j =  1                              :        599997288
+  j =  2                              :             1356
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:08:55.15
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  0,   d =   64,   t =  7,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1401
+p-value of test                       :    0.16
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334521
+  j =  1                              :        599997198
+  j =  2                              :             1401
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:07:21.53
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r = 24,   d =   64,   t =  7,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1397
+p-value of test                       :    0.19
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334517
+  j =  1                              :        599997206
+  j =  2                              :             1397
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:08:01.59
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  0,   d =    8,   t = 14,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1376
+p-value of test                       :    0.38
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334496
+  j =  1                              :        599997248
+  j =  2                              :             1376
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:06:12.44
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r = 27,   d =    8,   t = 14,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1402
+p-value of test                       :    0.16
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334522
+  j =  1                              :        599997196
+  j =  2                              :             1402
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:07:13.73
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  0,   d =    4,   t = 21,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1334
+p-value of test                       :    0.79
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334454
+  j =  1                              :        599997332
+  j =  2                              :             1334
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:08:55.46
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r = 28,   d =    4,   t = 21,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1319
+p-value of test                       :    0.89
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334439
+  j =  1                              :        599997362
+  j =  2                              :             1319
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:06:21.34
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 100,  n = 10000000,  r =  0,    d = 2147483648,    t = 2,    p = 1
+
+
+      Number of cells = d^t = 4611686018427387904
+      Lambda = Poisson mean =      54.2101
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    5421.01
+Total observed number                 :    5459
+p-value of test                       :    0.30
+
+
+-----------------------------------------------
+CPU time used                    :  00:05:16.93
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 20000000,  r =  0,    d = 2097152,    t = 3,    p = 1
+
+
+      Number of cells = d^t = 9223372036854775808
+      Lambda = Poisson mean =     216.8404
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    4336.81
+Total observed number                 :    4278
+p-value of test                       :    0.81
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:20.75
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 30000000,  r = 14,    d = 65536,    t = 4,    p = 1
+
+
+      Number of cells = d^t = 18446744073709551616
+      Lambda = Poisson mean =     365.9182
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    7318.36
+Total observed number                 :    7232
+p-value of test                       :    0.84
+
+
+-----------------------------------------------
+CPU time used                    :  00:03:56.39
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 20000000,  r =  0,    d = 512,    t = 7,    p = 1
+
+
+      Number of cells = d^t = 9223372036854775808
+      Lambda = Poisson mean =     216.8404
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    4336.81
+Total observed number                 :    4376
+p-value of test                       :    0.28
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:54.86
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 20000000,  r =  7,    d = 512,    t = 7,    p = 1
+
+
+      Number of cells = d^t = 9223372036854775808
+      Lambda = Poisson mean =     216.8404
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    4336.81
+Total observed number                 :    4374
+p-value of test                       :    0.29
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:59.56
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 30000000,  r = 14,    d = 256,    t = 8,    p = 1
+
+
+      Number of cells = d^t = 18446744073709551616
+      Lambda = Poisson mean =     365.9182
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    7318.36
+Total observed number                 :    7293
+p-value of test                       :    0.61
+
+
+-----------------------------------------------
+CPU time used                    :  00:04:18.26
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 30000000,  r = 22,    d = 256,    t = 8,    p = 1
+
+
+      Number of cells = d^t = 18446744073709551616
+      Lambda = Poisson mean =     365.9182
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    7318.36
+Total observed number                 :    7239
+p-value of test                       :    0.82
+
+
+-----------------------------------------------
+CPU time used                    :  00:04:02.64
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 30000000,  r =  0,    d = 16,    t = 16,    p = 1
+
+
+      Number of cells = d^t = 18446744073709551616
+      Lambda = Poisson mean =     365.9182
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    7318.36
+Total observed number                 :    7409
+p-value of test                       :    0.15
+
+
+-----------------------------------------------
+CPU time used                    :  00:05:06.46
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 30000000,  r = 26,    d = 16,    t = 16,    p = 1
+
+
+      Number of cells = d^t = 18446744073709551616
+      Lambda = Poisson mean =     365.9182
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    7318.36
+Total observed number                 :    7302
+p-value of test                       :    0.57
+
+
+-----------------------------------------------
+CPU time used                    :  00:05:39.17
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+snpair_ClosePairs test:
+-----------------------------------------------
+   N = 30,  n = 6000000,  r =  0,  t = 3,  p = 0,  m = 30,  Torus =  TRUE
+
+
+---------------------------------------
+Test based on the 2 nearest points (NP):
+
+Stat. AD on the N values (NP)         :    0.79
+p-value of test                       :    0.49
+
+
+A2 test based on the spacings between the
+   successive jump times of process Y_n(t):
+
+A2 test on the values of A2 (m-NP)    :    0.97
+p-value of test                       :    0.37
+
+Test on the Nm values of W_{n,i}(mNP1):    0.96
+p-value of test                       :    0.38
+
+Test on the jump times of Y
+   (superposition of Yn):
+
+Expected number of jumps of Y = mN    :     900
+Number of jumps of Y                  :     946
+p-value of test                       :    0.07
+
+Stat. AD (mNP2)                       :    0.91
+p-value of test                       :    0.41
+
+Stat. AD after spacings (mNP2-S)      :    0.45
+p-value of test                       :    0.79
+
+-----------------------------------------------
+CPU time used                    :  00:03:25.78
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+snpair_ClosePairs test:
+-----------------------------------------------
+   N = 20,  n = 4000000,  r =  0,  t = 5,  p = 0,  m = 30,  Torus =  TRUE
+
+
+---------------------------------------
+Test based on the 2 nearest points (NP):
+
+Stat. AD on the N values (NP)         :    0.68
+p-value of test                       :    0.57
+
+
+A2 test based on the spacings between the
+   successive jump times of process Y_n(t):
+
+A2 test on the values of A2 (m-NP)    :    0.81
+p-value of test                       :    0.47
+
+Test on the Nm values of W_{n,i}(mNP1):    1.01
+p-value of test                       :    0.35
+
+Test on the jump times of Y
+   (superposition of Yn):
+
+Expected number of jumps of Y = mN    :     600
+Number of jumps of Y                  :     647
+p-value of test                       :    0.03
+
+Stat. AD (mNP2)                       :    0.26
+p-value of test                       :    0.96
+
+Stat. AD after spacings (mNP2-S)      :    0.22
+p-value of test                       :    0.98
+
+-----------------------------------------------
+CPU time used                    :  00:02:09.82
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+snpair_ClosePairs test:
+-----------------------------------------------
+   N = 10,  n = 3000000,  r =  0,  t = 9,  p = 0,  m = 30,  Torus =  TRUE
+
+
+---------------------------------------
+Test based on the 2 nearest points (NP):
+
+Stat. AD on the N values (NP)         :    0.58
+p-value of test                       :    0.67
+
+
+A2 test based on the spacings between the
+   successive jump times of process Y_n(t):
+
+A2 test on the values of A2 (m-NP)    :    1.88
+p-value of test                       :    0.11
+
+Test on the Nm values of W_{n,i}(mNP1):    0.22
+p-value of test                       :    0.99
+
+Test on the jump times of Y
+   (superposition of Yn):
+
+Expected number of jumps of Y = mN    :     300
+Number of jumps of Y                  :     286
+p-value of test                       :    0.78
+
+Stat. AD (mNP2)                       :    0.56
+p-value of test                       :    0.69
+
+Stat. AD after spacings (mNP2-S)      :    0.42
+p-value of test                       :    0.83
+
+-----------------------------------------------
+CPU time used                    :  00:03:02.64
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+snpair_ClosePairs test:
+-----------------------------------------------
+   N =  5,  n = 2000000,  r =  0,  t = 16,  p = 0,  m = 30,  Torus =  TRUE
+
+
+---------------------------------------
+Test based on the 2 nearest points (NP):
+
+Stat. AD on the N values (NP)         :    0.75
+p-value of test                       :    0.51
+
+
+A2 test based on the spacings between the
+   successive jump times of process Y_n(t):
+
+A2 test on the values of A2 (m-NP)    :    0.79
+p-value of test                       :    0.48
+
+Test on the Nm values of W_{n,i}(mNP1):    0.51
+p-value of test                       :    0.74
+
+Test on the jump times of Y
+   (superposition of Yn):
+
+Expected number of jumps of Y = mN    :     150
+Number of jumps of Y                  :     143
+p-value of test                       :    0.70
+
+Stat. AD (mNP2)                       :    0.60
+p-value of test                       :    0.65
+
+Stat. AD after spacings (mNP2-S)      :    0.66
+p-value of test                       :    0.59
+
+-----------------------------------------------
+CPU time used                    :  00:03:25.98
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_SimpPoker test:
+-----------------------------------------------
+   N =  1,  n = 400000000,  r =  0,   d =    8,   k =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    7
+Chi-square statistic                  :    4.49
+p-value of test                       :    0.72
+
+-----------------------------------------------
+CPU time used                    :  00:01:23.52
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_SimpPoker test:
+-----------------------------------------------
+   N =  1,  n = 400000000,  r = 27,   d =    8,   k =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    7
+Chi-square statistic                  :    5.71
+p-value of test                       :    0.57
+
+-----------------------------------------------
+CPU time used                    :  00:01:33.59
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_SimpPoker test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r =  0,   d =   32,   k =   32
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   18
+Chi-square statistic                  :   23.94
+p-value of test                       :    0.16
+
+-----------------------------------------------
+CPU time used                    :  00:01:24.27
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_SimpPoker test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r = 25,   d =   32,   k =   32
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   18
+Chi-square statistic                  :   11.84
+p-value of test                       :    0.86
+
+-----------------------------------------------
+CPU time used                    :  00:01:35.47
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_CouponCollector test:
+-----------------------------------------------
+   N =  1,  n = 200000000,  r =  0,   d =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   54
+Chi-square statistic                  :   64.18
+p-value of test                       :    0.16
+
+-----------------------------------------------
+CPU time used                    :  00:01:41.23
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_CouponCollector test:
+-----------------------------------------------
+   N =  1,  n = 200000000,  r = 10,   d =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   54
+Chi-square statistic                  :   67.99
+p-value of test                       :    0.10
+
+-----------------------------------------------
+CPU time used                    :  00:01:54.38
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_CouponCollector test:
+-----------------------------------------------
+   N =  1,  n = 200000000,  r = 20,   d =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   54
+Chi-square statistic                  :   51.19
+p-value of test                       :    0.58
+
+-----------------------------------------------
+CPU time used                    :  00:01:55.68
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_CouponCollector test:
+-----------------------------------------------
+   N =  1,  n = 200000000,  r = 27,   d =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   54
+Chi-square statistic                  :   69.14
+p-value of test                       :    0.08
+
+-----------------------------------------------
+CPU time used                    :  00:01:55.90
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Gap test:
+-----------------------------------------------
+   N =  1,  n = 500000000,  r =  0,   Alpha =        0,   Beta  =   0.0625
+
+
+-----------------------------------------------
+Number of degrees of freedom          :  232
+Chi-square statistic                  :  252.38
+p-value of test                       :    0.17
+
+-----------------------------------------------
+CPU time used                    :  00:02:07.95
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Gap test:
+-----------------------------------------------
+   N =  1,  n = 300000000,  r = 25,   Alpha =        0,   Beta  =  0.03125
+
+
+-----------------------------------------------
+Number of degrees of freedom          :  434
+Chi-square statistic                  :  430.36
+p-value of test                       :    0.54
+
+-----------------------------------------------
+CPU time used                    :  00:02:55.18
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Gap test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r =  0,   Alpha =        0,   Beta  = 0.0078125
+
+
+-----------------------------------------------
+Number of degrees of freedom          : 1437
+Chi-square statistic                  : 1340.06
+p-value of test                       :    0.97
+
+-----------------------------------------------
+CPU time used                    :  00:03:15.87
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Gap test:
+-----------------------------------------------
+   N =  1,  n = 10000000,  r = 20,   Alpha =        0,   Beta  = 0.000976562
+
+
+-----------------------------------------------
+Number of degrees of freedom          : 7046
+Chi-square statistic                  : 7145.03
+p-value of test                       :    0.20
+
+-----------------------------------------------
+CPU time used                    :  00:03:00.00
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Run test:
+-----------------------------------------------
+   N =  5,  n = 1000000000,  r =  0,   Up = FALSE
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.23
+p-value of test                       :    0.51
+
+Kolmogorov-Smirnov- statistic = D-    :    0.28
+p-value of test                       :    0.40
+
+Anderson-Darling statistic = A2       :    0.49
+p-value of test                       :    0.75
+
+Test on the sum of all N observations
+Number of degrees of freedom          :   30
+Chi-square statistic                  :   33.16
+p-value of test                       :    0.32
+
+-----------------------------------------------
+CPU time used                    :  00:01:43.03
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Run test:
+-----------------------------------------------
+   N = 10,  n = 1000000000,  r = 15,   Up =  TRUE
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.18
+p-value of test                       :    0.46
+
+Kolmogorov-Smirnov- statistic = D-    :   0.088
+p-value of test                       :    0.81
+
+Anderson-Darling statistic = A2       :    0.40
+p-value of test                       :    0.85
+
+Test on the sum of all N observations
+Number of degrees of freedom          :   60
+Chi-square statistic                  :   55.63
+p-value of test                       :    0.64
+
+-----------------------------------------------
+CPU time used                    :  00:04:10.80
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_Permutation calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N =  1,  n = 1000000000,  r =  5,   t =  3,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =                  6
+       Expected number per cell =  1.6666667e+08
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =  2.5000002e-09,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          :    5
+Value of the statistic                :    2.76
+p-value of test                       :    0.74
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:13.95
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_Permutation calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N =  1,  n = 1000000000,  r =  5,   t =  5,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =                120
+       Expected number per cell =   8333333.3
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =  5.9500005e-08,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          :  119
+Value of the statistic                :  115.14
+p-value of test                       :    0.58
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:08.29
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_Permutation calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N =  1,  n = 500000000,  r =  5,   t =  7,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =               5040
+       Expected number per cell =   99206.349
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =  5.0390004e-06,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          : 5039
+Value of the statistic                : 5182.60
+p-value of test                       :    0.08
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:29.63
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_Permutation calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N =  1,  n = 500000000,  r = 10,   t = 10,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =            3628800
+       Expected number per cell =    137.7866
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =   0.0036287993,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          : 3628799
+Value of the statistic                : 3.63e+6
+p-value of test                       :    0.53
+
+
+-----------------------------------------------
+CPU time used                    :  00:03:13.59
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_CollisionPermut calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N = 20,  n = 20000000,  r =  0,   t = 14,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =        87178291200
+       Expected number per cell =  1 /  4358.9146
+       EColl = n^2 / (2k) =   2294.14912
+       Hashing =   TRUE
+
+       Collision test,    Mu =      2293.9736,    Sigma =    47.8841
+
+-----------------------------------------------
+Test Results for Collisions
+
+For the total number of collisions, we use
+      the Poisson approximation:
+Expected number of collisions = N*Mu  :    45879.47
+Observed number of collisions         :    45712
+p-value of test                       :    0.78
+
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :    1743165869712
+  j =  1                              :        399908580
+  j =  2                              :            45704
+  j =  3                              :                4
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:04:29.52
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_CollisionPermut calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N = 20,  n = 20000000,  r = 10,   t = 14,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =        87178291200
+       Expected number per cell =  1 /  4358.9146
+       EColl = n^2 / (2k) =   2294.14912
+       Hashing =   TRUE
+
+       Collision test,    Mu =      2293.9736,    Sigma =    47.8841
+
+-----------------------------------------------
+Test Results for Collisions
+
+For the total number of collisions, we use
+      the Poisson approximation:
+Expected number of collisions = N*Mu  :    45879.47
+Observed number of collisions         :    46004
+p-value of test                       :    0.28
+
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :    1743165870004
+  j =  1                              :        399907995
+  j =  2                              :            45998
+  j =  3                              :                3
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:04:45.79
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_MaxOft test:
+-----------------------------------------------
+   N = 40,  n = 10000000,  r =  0,   d = 100000,   t =  8
+
+      Number of categories = 100000
+      Expected number per category  = 100.00
+
+
+-----------------------------------------------
+Test results for chi2 with 99999 degrees of freedom:
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.13
+p-value of test                       :    0.24
+
+Kolmogorov-Smirnov- statistic = D-    :    0.10
+p-value of test                       :    0.39
+
+Anderson-Darling statistic = A2       :    0.64
+p-value of test                       :    0.61
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 3999960
+Chi-square statistic                  : 4.00e+6
+p-value of test                       :    0.46
+
+
+-----------------------------------------------
+Test results for Anderson-Darling:
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.093
+p-value of test                       :    0.47
+
+Kolmogorov-Smirnov- statistic = D-    :   0.079
+p-value of test                       :    0.58
+
+Anderson-Darling statistic = A2       :    0.40
+p-value of test                       :    0.85
+
+
+-----------------------------------------------
+CPU time used                    :  00:03:28.65
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_MaxOft test:
+-----------------------------------------------
+   N = 30,  n = 10000000,  r =  0,   d = 100000,   t = 16
+
+      Number of categories = 100000
+      Expected number per category  = 100.00
+
+
+-----------------------------------------------
+Test results for chi2 with 99999 degrees of freedom:
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.10
+p-value of test                       :    0.51
+
+Kolmogorov-Smirnov- statistic = D-    :   0.056
+p-value of test                       :    0.80
+
+Anderson-Darling statistic = A2       :    0.53
+p-value of test                       :    0.72
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 2999970
+Chi-square statistic                  : 3.00e+6
+p-value of test                       :    0.74
+
+
+-----------------------------------------------
+Test results for Anderson-Darling:
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.025
+p-value of test                       :    0.95
+
+Kolmogorov-Smirnov- statistic = D-    :    0.12
+p-value of test                       :    0.36
+
+Anderson-Darling statistic = A2       :    0.40
+p-value of test                       :    0.84
+
+
+-----------------------------------------------
+CPU time used                    :  00:03:10.75
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_MaxOft test:
+-----------------------------------------------
+   N = 20,  n = 10000000,  r =  0,   d = 100000,   t = 24
+
+      Number of categories = 100000
+      Expected number per category  = 100.00
+
+
+-----------------------------------------------
+Test results for chi2 with 99999 degrees of freedom:
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.17
+p-value of test                       :    0.28
+
+Kolmogorov-Smirnov- statistic = D-    :    0.25
+p-value of test                       :    0.07
+
+Anderson-Darling statistic = A2       :    1.42
+p-value of test                       :    0.20
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 1999980
+Chi-square statistic                  : 2.00e+6
+p-value of test                       :    0.41
+
+
+-----------------------------------------------
+Test results for Anderson-Darling:
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.18
+p-value of test                       :    0.24
+
+Kolmogorov-Smirnov- statistic = D-    :    0.14
+p-value of test                       :    0.42
+
+Anderson-Darling statistic = A2       :    0.81
+p-value of test                       :    0.47
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:28.56
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_MaxOft test:
+-----------------------------------------------
+   N = 20,  n = 10000000,  r =  0,   d = 100000,   t = 32
+
+      Number of categories = 100000
+      Expected number per category  = 100.00
+
+
+-----------------------------------------------
+Test results for chi2 with 99999 degrees of freedom:
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.034
+p-value of test                       :    0.94
+
+Kolmogorov-Smirnov- statistic = D-    :    0.26
+p-value of test                       :    0.06
+
+Anderson-Darling statistic = A2       :    1.83
+p-value of test                       :    0.11
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 1999980
+Chi-square statistic                  : 2.00e+6
+p-value of test                       :    0.05
+
+
+-----------------------------------------------
+Test results for Anderson-Darling:
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.32
+p-value of test                       :    0.01
+
+Kolmogorov-Smirnov- statistic = D-    :   0.029
+p-value of test                       :    0.95
+
+Anderson-Darling statistic = A2       :    2.07
+p-value of test                       :    0.08
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:48.48
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleProd test:
+-----------------------------------------------
+   N = 40,  n = 10000000,  r =  0,   t = 8
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.070
+p-value of test                       :    0.65
+
+Kolmogorov-Smirnov- statistic = D-    :   0.083
+p-value of test                       :    0.55
+
+Anderson-Darling statistic = A2       :    0.35
+p-value of test                       :    0.90
+
+-----------------------------------------------
+CPU time used                    :  00:02:26.26
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleProd test:
+-----------------------------------------------
+   N = 20,  n = 10000000,  r =  0,   t = 16
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.24
+p-value of test                       :    0.09
+
+Kolmogorov-Smirnov- statistic = D-    :   0.076
+p-value of test                       :    0.76
+
+Anderson-Darling statistic = A2       :    0.80
+p-value of test                       :    0.48
+
+-----------------------------------------------
+CPU time used                    :  00:01:43.44
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleProd test:
+-----------------------------------------------
+   N = 20,  n = 10000000,  r =  0,   t = 24
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.26
+p-value of test                       :    0.05
+
+Kolmogorov-Smirnov- statistic = D-    :   0.063
+p-value of test                       :    0.82
+
+Anderson-Darling statistic = A2       :    1.40
+p-value of test                       :    0.20
+
+-----------------------------------------------
+CPU time used                    :  00:02:13.84
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleMean test:
+-----------------------------------------------
+   N = 20000000,  n = 30,  r =  0
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    : 1.05e-4
+p-value of test                       :    0.65
+
+Kolmogorov-Smirnov- statistic = D-    : 2.81e-4
+p-value of test                       :    0.04
+
+Anderson-Darling statistic = A2       :    2.12
+p-value of test                       :    0.08
+
+-----------------------------------------------
+CPU time used                    :  00:00:32.09
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleMean test:
+-----------------------------------------------
+   N = 20000000,  n = 30,  r = 10
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    : 1.96e-4
+p-value of test                       :    0.21
+
+Kolmogorov-Smirnov- statistic = D-    : 4.33e-5
+p-value of test                       :    0.93
+
+Anderson-Darling statistic = A2       :    0.85
+p-value of test                       :    0.45
+
+-----------------------------------------------
+CPU time used                    :  00:00:33.17
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleCorr test:
+-----------------------------------------------
+   N =  1,  n = 2000000000,  r =  0,   k = 1
+
+
+-----------------------------------------------
+Normal statistic                      :    0.88
+p-value of test                       :    0.19
+
+-----------------------------------------------
+CPU time used                    :  00:00:34.09
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleCorr test:
+-----------------------------------------------
+   N =  1,  n = 2000000000,  r =  0,   k = 2
+
+
+-----------------------------------------------
+Normal statistic                      :    1.91
+p-value of test                       :    0.03
+
+-----------------------------------------------
+CPU time used                    :  00:00:35.46
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_AppearanceSpacings test:
+-----------------------------------------------
+   N =  1,   Q = 10000000,   K = 1000000000,   r = 0,   s = 3,   L = 15
+
+   Sequences of n = (K + Q)L =  15150000000 bits
+   Q = 10000000 initialization blocks
+   K = 1000000000 blocks for the test
+   the blocks have L = 15 bits
+
+
+
+-----------------------------------------------
+Normal statistic                      :   0.062
+p-value of test                       :    0.48
+
+-----------------------------------------------
+CPU time used                    :  00:02:02.44
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_AppearanceSpacings test:
+-----------------------------------------------
+   N =  1,   Q = 10000000,   K = 1000000000,   r = 27,   s = 3,   L = 15
+
+   Sequences of n = (K + Q)L =  15150000000 bits
+   Q = 10000000 initialization blocks
+   K = 1000000000 blocks for the test
+   the blocks have L = 15 bits
+
+
+
+-----------------------------------------------
+Normal statistic                      :    1.41
+p-value of test                       :    0.08
+
+-----------------------------------------------
+CPU time used                    :  00:02:06.76
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r =  0,  k = 256,  Alpha =      0,  Beta =   0.25
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   67
+Chi-square statistic                  :   65.02
+p-value of test                       :    0.55
+
+-----------------------------------------------
+CPU time used                    :  00:01:25.46
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r = 20,  k = 256,  Alpha =      0,  Beta =   0.25
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   67
+Chi-square statistic                  :   81.72
+p-value of test                       :    0.11
+
+-----------------------------------------------
+CPU time used                    :  00:01:35.48
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r = 28,  k = 256,  Alpha =      0,  Beta =   0.25
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   67
+Chi-square statistic                  :   59.58
+p-value of test                       :    0.73
+
+-----------------------------------------------
+CPU time used                    :  00:01:38.29
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r =  0,  k = 256,  Alpha =      0,  Beta = 0.0625
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   37
+Chi-square statistic                  :   42.45
+p-value of test                       :    0.25
+
+-----------------------------------------------
+CPU time used                    :  00:01:24.22
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r = 10,  k = 256,  Alpha =      0,  Beta = 0.0625
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   37
+Chi-square statistic                  :   37.39
+p-value of test                       :    0.45
+
+-----------------------------------------------
+CPU time used                    :  00:01:36.50
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r = 26,  k = 256,  Alpha =      0,  Beta = 0.0625
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   37
+Chi-square statistic                  :   27.68
+p-value of test                       :    0.87
+
+-----------------------------------------------
+CPU time used                    :  00:01:35.68
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SumCollector test:
+-----------------------------------------------
+   N =  1,  n = 500000000,  r =  0,   g = 10
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   29
+Chi-square statistic                  :   27.62
+p-value of test                       :    0.54
+
+-----------------------------------------------
+CPU time used                    :  00:02:46.18
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N = 10,  n = 1000000,  r =  0,    s = 5,    L = 30,    k = 30
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.095
+p-value of test                       :    0.79
+
+Kolmogorov-Smirnov- statistic = D-    :    0.21
+p-value of test                       :    0.38
+
+Anderson-Darling statistic = A2       :    0.57
+p-value of test                       :    0.67
+
+Test on the sum of all N observations
+Number of degrees of freedom          :   40
+Chi-square statistic                  :   43.58
+p-value of test                       :    0.32
+
+-----------------------------------------------
+CPU time used                    :  00:01:27.26
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N = 10,  n = 1000000,  r = 25,    s = 5,    L = 30,    k = 30
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    : 2.91e-3
+p-value of test                       :    0.9970
+
+Kolmogorov-Smirnov- statistic = D-    :    0.48
+p-value of test                       :  6.1e-3
+
+Anderson-Darling statistic = A2       :    4.85
+p-value of test                       :  3.6e-3
+
+Test on the sum of all N observations
+Number of degrees of freedom          :   40
+Chi-square statistic                  :   72.46
+p-value of test                       :  1.3e-3
+
+-----------------------------------------------
+CPU time used                    :  00:01:28.26
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N =  1,  n = 5000,  r =  0,    s = 4,    L = 1000,    k = 1000
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    3
+Chi-square statistic                  :    1.01
+p-value of test                       :    0.80
+
+-----------------------------------------------
+CPU time used                    :  00:02:11.77
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N =  1,  n = 5000,  r = 26,    s = 4,    L = 1000,    k = 1000
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    3
+Chi-square statistic                  :    7.50
+p-value of test                       :    0.06
+
+-----------------------------------------------
+CPU time used                    :  00:02:25.71
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N =  1,  n = 80,  r = 15,    s = 15,    L = 5000,    k = 5000
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    2
+Chi-square statistic                  :    1.44
+p-value of test                       :    0.49
+
+-----------------------------------------------
+CPU time used                    :  00:01:33.79
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N =  1,  n = 80,  r =  0,    s = 30,    L = 5000,    k = 5000
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    2
+Chi-square statistic                  :    0.60
+p-value of test                       :    0.74
+
+-----------------------------------------------
+CPU time used                    :  00:01:17.97
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_Savir2 test:
+-----------------------------------------------
+   N = 10,  n = 10000000,  r = 10,    m = 1048576,    t = 30
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.042
+p-value of test                       :    0.94
+
+Kolmogorov-Smirnov- statistic = D-    :    0.27
+p-value of test                       :    0.20
+
+Anderson-Darling statistic = A2       :    1.13
+p-value of test                       :    0.29
+
+Test on the sum of all N observations
+Number of degrees of freedom          :  130
+Chi-square statistic                  :  149.70
+p-value of test                       :    0.11
+
+-----------------------------------------------
+CPU time used                    :  00:00:57.79
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_GCD test:
+-----------------------------------------------
+   N = 10,  n = 50000000,  r =  0,   s = 30
+
+
+-----------------------------------------------
+Test results for GCD values:
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.26
+p-value of test                       :    0.22
+
+Kolmogorov-Smirnov- statistic = D-    :   0.051
+p-value of test                       :    0.92
+
+Anderson-Darling statistic = A2       :    0.81
+p-value of test                       :    0.47
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 17430
+Chi-square statistic                  :17225.30
+p-value of test                       :    0.86
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:54.65
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r =  0,   s = 5,   L0 =   50,   L1 =   50
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :   36
+ChiSquare statistic                   :   36.06
+p-value of test                       :    0.47
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :   35
+ChiSquare statistic                   :   28.54
+p-value of test                       :    0.77
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          :   25
+ChiSquare statistic                   :   22.40
+p-value of test                       :    0.61
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :   24
+ChiSquare statistic                   :   30.77
+p-value of test                       :    0.16
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :   17
+ChiSquare statistic                   :   11.47
+p-value of test                       :    0.83
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:57.17
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r = 25,   s = 5,   L0 =   50,   L1 =   50
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :   36
+ChiSquare statistic                   :   35.79
+p-value of test                       :    0.48
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :   35
+ChiSquare statistic                   :   44.06
+p-value of test                       :    0.14
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          :   25
+ChiSquare statistic                   :   20.71
+p-value of test                       :    0.71
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :   24
+ChiSquare statistic                   :   18.04
+p-value of test                       :    0.80
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :   17
+ChiSquare statistic                   :   28.28
+p-value of test                       :    0.04
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:51.39
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 10000000,  r =  0,   s = 10,   L0 = 1000,   L1 = 1000
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :  146
+ChiSquare statistic                   :  120.83
+p-value of test                       :    0.94
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :  146
+ChiSquare statistic                   :  161.88
+p-value of test                       :    0.17
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          :  500
+ChiSquare statistic                   :  546.91
+p-value of test                       :    0.07
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :  136
+ChiSquare statistic                   :  114.67
+p-value of test                       :    0.91
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :   74
+ChiSquare statistic                   :   90.31
+p-value of test                       :    0.10
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:00.59
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 10000000,  r = 20,   s = 10,   L0 = 1000,   L1 = 1000
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :  146
+ChiSquare statistic                   :  140.83
+p-value of test                       :    0.61
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :  146
+ChiSquare statistic                   :  177.56
+p-value of test                       :    0.04
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          :  500
+ChiSquare statistic                   :  462.07
+p-value of test                       :    0.89
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :  136
+ChiSquare statistic                   :  157.20
+p-value of test                       :    0.10
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :   74
+ChiSquare statistic                   :   68.10
+p-value of test                       :    0.67
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:59.88
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 1000000,  r =  0,   s = 15,   L0 = 10000,   L1 = 10000
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :  384
+ChiSquare statistic                   :  439.44
+p-value of test                       :    0.03
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :  384
+ChiSquare statistic                   :  375.68
+p-value of test                       :    0.61
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          : 5000
+ChiSquare statistic                   : 4941.04
+p-value of test                       :    0.72
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :  378
+ChiSquare statistic                   :  345.31
+p-value of test                       :    0.89
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :  200
+ChiSquare statistic                   :  237.28
+p-value of test                       :    0.04
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:51.36
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 1000000,  r = 15,   s = 15,   L0 = 10000,   L1 = 10000
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :  384
+ChiSquare statistic                   :  365.35
+p-value of test                       :    0.75
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :  384
+ChiSquare statistic                   :  320.35
+p-value of test                       :    0.9921
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          : 5000
+ChiSquare statistic                   : 5113.80
+p-value of test                       :    0.13
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :  378
+ChiSquare statistic                   :  337.70
+p-value of test                       :    0.93
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :  200
+ChiSquare statistic                   :  181.16
+p-value of test                       :    0.83
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:48.42
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+scomp_LinearComp test:
+-----------------------------------------------
+   N =  1,  n = 400020,  r =  0,    s = 1
+
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   12
+Chi2 statistic for size of jumps      :   15.54
+p-value of test                       :    0.21
+
+
+-----------------------------------------------
+Normal statistic for number of jumps  : -402.67
+p-value of test                       : 1 - eps1    *****
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:07.85
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+scomp_LinearComp test:
+-----------------------------------------------
+   N =  1,  n = 400020,  r = 29,    s = 1
+
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   12
+Chi2 statistic for size of jumps      :   18.69
+p-value of test                       :    0.10
+
+
+-----------------------------------------------
+Normal statistic for number of jumps  : -402.57
+p-value of test                       : 1 - eps1    *****
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:07.81
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+scomp_LempelZiv test:
+-----------------------------------------------
+   N = 10,  n = 134217728,  r =  0,   s =   30,   k =   27
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.072
+p-value of test                       :    0.87
+
+Kolmogorov-Smirnov- statistic = D-    :    0.36
+p-value of test                       :    0.06
+
+Anderson-Darling statistic = A2       :    2.39
+p-value of test                       :    0.06
+
+Tests on the sum of all N observations
+Standardized normal statistic         :    1.63
+p-value of test                       :    0.05
+
+Sample variance                       :    1.05
+p-value of test                       :    0.40
+
+-----------------------------------------------
+CPU time used                    :  00:00:56.28
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+scomp_LempelZiv test:
+-----------------------------------------------
+   N = 10,  n = 134217728,  r = 15,   s =   15,   k =   27
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.33
+p-value of test                       :    0.09
+
+Kolmogorov-Smirnov- statistic = D-    :   0.049
+p-value of test                       :    0.93
+
+Anderson-Darling statistic = A2       :    1.12
+p-value of test                       :    0.30
+
+Tests on the sum of all N observations
+Standardized normal statistic         :   -1.22
+p-value of test                       :    0.89
+
+Sample variance                       :    1.16
+p-value of test                       :    0.31
+
+-----------------------------------------------
+CPU time used                    :  00:00:59.50
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sspectral_Fourier3 test:
+-----------------------------------------------
+   N = 100000,  n = 16384,  r =  0,   s =    3,   k =   14
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    : 8.54e-3
+p-value of test                       :    0.55
+
+Kolmogorov-Smirnov- statistic = D-    : 3.13e-3
+p-value of test                       :    0.92
+
+Anderson-Darling statistic = A2       :    0.28
+p-value of test                       :    0.95
+
+-----------------------------------------------
+CPU time used                    :  00:00:48.44
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sspectral_Fourier3 test:
+-----------------------------------------------
+   N = 100000,  n = 16384,  r = 27,   s =    3,   k =   14
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.011
+p-value of test                       :    0.39
+
+Kolmogorov-Smirnov- statistic = D-    : 7.31e-3
+p-value of test                       :    0.64
+
+Anderson-Darling statistic = A2       :    0.80
+p-value of test                       :    0.48
+
+-----------------------------------------------
+CPU time used                    :  00:00:47.51
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_LongestHeadRun test:
+-----------------------------------------------
+   N =  1,  n = 1000,  r =  0,   s = 3,   L = 10000020
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    8
+Chi-square statistic                  :   13.41
+p-value of test                       :    0.10
+
+-----------------------------------------------
+Global longest run of 1               :   31.00
+p-value of test                       :    0.69
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:39.59
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_LongestHeadRun test:
+-----------------------------------------------
+   N =  1,  n = 1000,  r = 27,   s = 3,   L = 10000020
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    8
+Chi-square statistic                  :   11.47
+p-value of test                       :    0.18
+
+-----------------------------------------------
+Global longest run of 1               :   32.00
+p-value of test                       :    0.50
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:41.59
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_PeriodsInStrings test:
+-----------------------------------------------
+   N = 10,  n = 500000000,  r =  0,   s =   10
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.18
+p-value of test                       :    0.45
+
+Kolmogorov-Smirnov- statistic = D-    :   0.057
+p-value of test                       :    0.91
+
+Anderson-Darling statistic = A2       :    0.64
+p-value of test                       :    0.60
+
+Test on the sum of all N observations
+Number of degrees of freedom          :  200
+Chi-square statistic                  :  181.14
+p-value of test                       :    0.83
+
+-----------------------------------------------
+CPU time used                    :  00:02:54.36
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_PeriodsInStrings test:
+-----------------------------------------------
+   N = 10,  n = 500000000,  r = 20,   s =   10
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.16
+p-value of test                       :    0.54
+
+Kolmogorov-Smirnov- statistic = D-    :    0.22
+p-value of test                       :    0.34
+
+Anderson-Darling statistic = A2       :    0.73
+p-value of test                       :    0.53
+
+Test on the sum of all N observations
+Number of degrees of freedom          :  200
+Chi-square statistic                  :  205.91
+p-value of test                       :    0.37
+
+-----------------------------------------------
+CPU time used                    :  00:02:53.71
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingWeight2 test:
+-----------------------------------------------
+   N = 10,  n = 1000000000,  r =  0,   s = 3,   L = 1000000
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.23
+p-value of test                       :    0.31
+
+Kolmogorov-Smirnov- statistic = D-    :   0.047
+p-value of test                       :    0.93
+
+Anderson-Darling statistic = A2       :    1.55
+p-value of test                       :    0.17
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 10000
+Chi-square statistic                  : 9781.15
+p-value of test                       :    0.94
+
+-----------------------------------------------
+CPU time used                    :  00:01:06.31
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingWeight2 test:
+-----------------------------------------------
+   N = 10,  n = 1000000000,  r = 27,   s = 3,   L = 1000000
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.36
+p-value of test                       :    0.06
+
+Kolmogorov-Smirnov- statistic = D-    :   0.075
+p-value of test                       :    0.86
+
+Anderson-Darling statistic = A2       :    1.18
+p-value of test                       :    0.27
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 10000
+Chi-square statistic                  : 9854.01
+p-value of test                       :    0.85
+
+-----------------------------------------------
+CPU time used                    :  00:01:07.09
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingCorr test:
+-----------------------------------------------
+   N =  1,  n = 1000000000,  r = 10,   s = 10,   L = 30
+
+
+
+-----------------------------------------------
+Normal statistic                      :    0.93
+p-value of test                       :    0.18
+
+-----------------------------------------------
+CPU time used                    :  00:01:23.98
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingCorr test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r = 10,   s = 10,   L = 300
+
+
+
+-----------------------------------------------
+Normal statistic                      :   -0.57
+p-value of test                       :    0.71
+
+-----------------------------------------------
+CPU time used                    :  00:01:16.87
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingCorr test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r = 10,   s = 10,   L = 1200
+
+
+
+-----------------------------------------------
+Normal statistic                      :   -1.32
+p-value of test                       :    0.91
+
+-----------------------------------------------
+CPU time used                    :  00:05:09.12
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N = 10,  n = 30000000,  r =  0,   s = 3,   L = 30,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.17
+p-value of test                       :    0.51
+
+Kolmogorov-Smirnov- statistic = D-    :    0.13
+p-value of test                       :    0.66
+
+Anderson-Darling statistic = A2       :    0.26
+p-value of test                       :    0.96
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 4890
+Chi-square statistic                  : 4858.50
+p-value of test                       :    0.62
+
+-----------------------------------------------
+CPU time used                    :  00:02:11.95
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N = 10,  n = 30000000,  r = 27,   s = 3,   L = 30,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.19
+p-value of test                       :    0.42
+
+Kolmogorov-Smirnov- statistic = D-    :    0.17
+p-value of test                       :    0.50
+
+Anderson-Darling statistic = A2       :    0.32
+p-value of test                       :    0.92
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 4890
+Chi-square statistic                  : 4905.77
+p-value of test                       :    0.43
+
+-----------------------------------------------
+CPU time used                    :  00:02:14.43
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N =  1,  n = 30000000,  r =  0,   s = 4,   L = 300,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+Number of degrees of freedom          : 4117
+Chi-square statistic                  : 4402.57
+p-value of test                       :  1.0e-3
+
+-----------------------------------------------
+CPU time used                    :  00:01:34.64
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N =  1,  n = 30000000,  r = 26,   s = 4,   L = 300,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+Number of degrees of freedom          : 4117
+Chi-square statistic                  : 4244.84
+p-value of test                       :    0.08
+
+-----------------------------------------------
+CPU time used                    :  00:01:41.14
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N =  1,  n = 10000000,  r =  0,   s = 5,   L = 1200,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+Number of degrees of freedom          : 11825
+Chi-square statistic                  :11594.50
+p-value of test                       :    0.93
+
+-----------------------------------------------
+CPU time used                    :  00:01:44.26
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N =  1,  n = 10000000,  r = 25,   s = 5,   L = 1200,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+Number of degrees of freedom          : 11825
+Chi-square statistic                  :11608.69
+p-value of test                       :    0.92
+
+-----------------------------------------------
+CPU time used                    :  00:01:51.54
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_Run test:
+-----------------------------------------------
+   N =  1,  n = 2000000000,  r =  0,   s =    3
+
+
+-----------------------------------------------
+Total number of 1 runs:  2000000001
+
+Number of degrees of freedom          :   54
+Chi2 statistic for number of runs     :   52.58
+p-value of test                       :    0.53
+
+
+-----------------------------------------------
+Total number of bits:  8000184720
+
+Normal statistic for number of bits   :    1.46
+p-value of test                       :    0.07
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:23.04
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_Run test:
+-----------------------------------------------
+   N =  1,  n = 2000000000,  r = 27,   s =    3
+
+
+-----------------------------------------------
+Total number of 1 runs:  2000000000
+
+Number of degrees of freedom          :   54
+Chi2 statistic for number of runs     :   78.34
+p-value of test                       :    0.02
+
+
+-----------------------------------------------
+Total number of bits:  7999824351
+
+Normal statistic for number of bits   :   -1.39
+p-value of test                       :    0.92
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:23.65
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_AutoCor test:
+-----------------------------------------------
+   N = 10,  n = 1000000030,  r =  0,   s = 3,   d = 1
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.22
+p-value of test                       :    0.32
+
+Kolmogorov-Smirnov- statistic = D-    :    0.20
+p-value of test                       :    0.40
+
+Anderson-Darling statistic = A2       :    0.97
+p-value of test                       :    0.37
+
+Tests on the sum of all N observations
+Standardized normal statistic         :   -0.11
+p-value of test                       :    0.54
+
+Sample variance                       :    1.84
+p-value of test                       :    0.06
+
+-----------------------------------------------
+CPU time used                    :  00:02:50.86
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_AutoCor test:
+-----------------------------------------------
+   N = 10,  n = 1000000029,  r =  0,   s = 3,   d = 3
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.17
+p-value of test                       :    0.49
+
+Kolmogorov-Smirnov- statistic = D-    :    0.12
+p-value of test                       :    0.70
+
+Anderson-Darling statistic = A2       :    0.40
+p-value of test                       :    0.84
+
+Tests on the sum of all N observations
+Standardized normal statistic         :   -0.30
+p-value of test                       :    0.62
+
+Sample variance                       :    0.59
+p-value of test                       :    0.80
+
+-----------------------------------------------
+CPU time used                    :  00:02:31.84
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_AutoCor test:
+-----------------------------------------------
+   N = 10,  n = 1000000030,  r = 27,   s = 3,   d = 1
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.052
+p-value of test                       :    0.92
+
+Kolmogorov-Smirnov- statistic = D-    :    0.19
+p-value of test                       :    0.44
+
+Anderson-Darling statistic = A2       :    0.69
+p-value of test                       :    0.56
+
+Tests on the sum of all N observations
+Standardized normal statistic         :    1.02
+p-value of test                       :    0.15
+
+Sample variance                       :    0.80
+p-value of test                       :    0.62
+
+-----------------------------------------------
+CPU time used                    :  00:02:46.52
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_AutoCor test:
+-----------------------------------------------
+   N = 10,  n = 1000000029,  r = 27,   s = 3,   d = 3
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.30
+p-value of test                       :    0.13
+
+Kolmogorov-Smirnov- statistic = D-    :   0.012
+p-value of test                       :    0.99
+
+Anderson-Darling statistic = A2       :    1.79
+p-value of test                       :    0.12
+
+Tests on the sum of all N observations
+Standardized normal statistic         :   -1.87
+p-value of test                       :    0.97
+
+Sample variance                       :    0.88
+p-value of test                       :    0.55
+
+-----------------------------------------------
+CPU time used                    :  00:02:23.86
+
+Generator state:
+N/A
+
+
+
+
+========= Summary results of BigCrush =========
+
+ Version:          TestU01 1.2.3
+ Generator:        stdin
+ Number of statistics:  160
+ Total CPU time:   04:33:56.00
+ The following tests gave p-values outside [0.001, 0.9990]:
+ (eps  means a value < 1.0e-300):
+ (eps1 means a value < 1.0e-15):
+
+       Test                          p-value
+ ----------------------------------------------
+ 80  LinearComp, r = 0              1 - eps1
+ 81  LinearComp, r = 29             1 - eps1
+ ----------------------------------------------
+ All other tests were passed
+
+
+
+# 
+# Test duration: 1378.9582808451835 minutes
+# 
diff --git a/src/site/resources/txt/userguide/rng/stress/tu/run_2/tu_11 b/src/site/resources/txt/userguide/rng/stress/tu/run_2/tu_11
new file mode 100644
index 000000000..737267e0b
--- /dev/null
+++ b/src/site/resources/txt/userguide/rng/stress/tu/run_2/tu_11
@@ -0,0 +1,3795 @@
+# 
+# RNG: org.apache.commons.math4.rng.internal.source64.SplitMix64
+# 
+# Java: 1.8.0_66
+# Runtime: 1.8.0_66-b17
+# JVM: Java HotSpot(TM) 64-Bit Server VM 25.66-b17
+# OS: Linux 3.16.0-4-amd64 amd64
+# 
+# Analyzer: ../stdin2testu01 BigCrush 
+# 
+xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
+                 Starting BigCrush
+                 Version: TestU01 1.2.3
+xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
+
+
+***********************************************************
+Test smarsa_SerialOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N =  1,  n = 1000000000,  r =  0,   d =  256,   t =  3,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =           16777216
+       Expected number per cell =   59.604645
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =   0.0083558402,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          : 16711680
+Value of the statistic                : 1.67e+7
+p-value of test                       :    0.72
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:30.11
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_SerialOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N =  1,  n = 1000000000,  r = 22,   d =  256,   t =  3,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =           16777216
+       Expected number per cell =   59.604645
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =   0.0083558402,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          : 16711680
+Value of the statistic                : 1.67e+7
+p-value of test                       :    0.66
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:33.92
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  0,   d = 2097152,   t =  2,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1348
+p-value of test                       :    0.66
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334468
+  j =  1                              :        599997304
+  j =  2                              :             1348
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:05:24.83
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  9,   d = 2097152,   t =  2,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1316
+p-value of test                       :    0.90
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334436
+  j =  1                              :        599997368
+  j =  2                              :             1316
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:05:02.54
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  0,   d = 16384,   t =  3,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1375
+p-value of test                       :    0.39
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334495
+  j =  1                              :        599997250
+  j =  2                              :             1375
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:07:52.97
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r = 16,   d = 16384,   t =  3,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1353
+p-value of test                       :    0.61
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334473
+  j =  1                              :        599997294
+  j =  2                              :             1353
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:06:21.28
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  0,   d =   64,   t =  7,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1330
+p-value of test                       :    0.82
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334450
+  j =  1                              :        599997340
+  j =  2                              :             1330
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:07:13.21
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r = 24,   d =   64,   t =  7,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1386
+p-value of test                       :    0.28
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334506
+  j =  1                              :        599997228
+  j =  2                              :             1386
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:07:41.50
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  0,   d =    8,   t = 14,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1408
+p-value of test                       :    0.12
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334528
+  j =  1                              :        599997184
+  j =  2                              :             1408
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:07:15.63
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r = 27,   d =    8,   t = 14,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1325
+p-value of test                       :    0.85
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334445
+  j =  1                              :        599997350
+  j =  2                              :             1325
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:06:28.63
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  0,   d =    4,   t = 21,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1449
+p-value of test                       :    0.01
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334569
+  j =  1                              :        599997102
+  j =  2                              :             1449
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:05:48.09
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r = 28,   d =    4,   t = 21,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1266
+p-value of test                       :    0.9963
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334386
+  j =  1                              :        599997468
+  j =  2                              :             1266
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:07:28.39
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 100,  n = 10000000,  r =  0,    d = 2147483648,    t = 2,    p = 1
+
+
+      Number of cells = d^t = 4611686018427387904
+      Lambda = Poisson mean =      54.2101
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    5421.01
+Total observed number                 :    5403
+p-value of test                       :    0.59
+
+
+-----------------------------------------------
+CPU time used                    :  00:05:17.01
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 20000000,  r =  0,    d = 2097152,    t = 3,    p = 1
+
+
+      Number of cells = d^t = 9223372036854775808
+      Lambda = Poisson mean =     216.8404
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    4336.81
+Total observed number                 :    4308
+p-value of test                       :    0.67
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:18.02
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 30000000,  r = 14,    d = 65536,    t = 4,    p = 1
+
+
+      Number of cells = d^t = 18446744073709551616
+      Lambda = Poisson mean =     365.9182
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    7318.36
+Total observed number                 :    7367
+p-value of test                       :    0.29
+
+
+-----------------------------------------------
+CPU time used                    :  00:03:55.25
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 20000000,  r =  0,    d = 512,    t = 7,    p = 1
+
+
+      Number of cells = d^t = 9223372036854775808
+      Lambda = Poisson mean =     216.8404
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    4336.81
+Total observed number                 :    4354
+p-value of test                       :    0.40
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:52.64
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 20000000,  r =  7,    d = 512,    t = 7,    p = 1
+
+
+      Number of cells = d^t = 9223372036854775808
+      Lambda = Poisson mean =     216.8404
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    4336.81
+Total observed number                 :    4292
+p-value of test                       :    0.75
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:59.94
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 30000000,  r = 14,    d = 256,    t = 8,    p = 1
+
+
+      Number of cells = d^t = 18446744073709551616
+      Lambda = Poisson mean =     365.9182
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    7318.36
+Total observed number                 :    7333
+p-value of test                       :    0.43
+
+
+-----------------------------------------------
+CPU time used                    :  00:04:23.68
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 30000000,  r = 22,    d = 256,    t = 8,    p = 1
+
+
+      Number of cells = d^t = 18446744073709551616
+      Lambda = Poisson mean =     365.9182
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    7318.36
+Total observed number                 :    7429
+p-value of test                       :    0.10
+
+
+-----------------------------------------------
+CPU time used                    :  00:04:06.15
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 30000000,  r =  0,    d = 16,    t = 16,    p = 1
+
+
+      Number of cells = d^t = 18446744073709551616
+      Lambda = Poisson mean =     365.9182
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    7318.36
+Total observed number                 :    7342
+p-value of test                       :    0.39
+
+
+-----------------------------------------------
+CPU time used                    :  00:05:22.17
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 30000000,  r = 26,    d = 16,    t = 16,    p = 1
+
+
+      Number of cells = d^t = 18446744073709551616
+      Lambda = Poisson mean =     365.9182
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    7318.36
+Total observed number                 :    7306
+p-value of test                       :    0.55
+
+
+-----------------------------------------------
+CPU time used                    :  00:05:48.55
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+snpair_ClosePairs test:
+-----------------------------------------------
+   N = 30,  n = 6000000,  r =  0,  t = 3,  p = 0,  m = 30,  Torus =  TRUE
+
+
+---------------------------------------
+Test based on the 2 nearest points (NP):
+
+Stat. AD on the N values (NP)         :    2.08
+p-value of test                       :    0.08
+
+
+A2 test based on the spacings between the
+   successive jump times of process Y_n(t):
+
+A2 test on the values of A2 (m-NP)    :    0.48
+p-value of test                       :    0.76
+
+Test on the Nm values of W_{n,i}(mNP1):    1.67
+p-value of test                       :    0.14
+
+Test on the jump times of Y
+   (superposition of Yn):
+
+Expected number of jumps of Y = mN    :     900
+Number of jumps of Y                  :     907
+p-value of test                       :    0.41
+
+Stat. AD (mNP2)                       :    0.86
+p-value of test                       :    0.44
+
+Stat. AD after spacings (mNP2-S)      :    0.98
+p-value of test                       :    0.37
+
+-----------------------------------------------
+CPU time used                    :  00:03:12.11
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+snpair_ClosePairs test:
+-----------------------------------------------
+   N = 20,  n = 4000000,  r =  0,  t = 5,  p = 0,  m = 30,  Torus =  TRUE
+
+
+---------------------------------------
+Test based on the 2 nearest points (NP):
+
+Stat. AD on the N values (NP)         :    0.52
+p-value of test                       :    0.72
+
+
+A2 test based on the spacings between the
+   successive jump times of process Y_n(t):
+
+A2 test on the values of A2 (m-NP)    :    0.40
+p-value of test                       :    0.85
+
+Test on the Nm values of W_{n,i}(mNP1):    0.41
+p-value of test                       :    0.84
+
+Test on the jump times of Y
+   (superposition of Yn):
+
+Expected number of jumps of Y = mN    :     600
+Number of jumps of Y                  :     585
+p-value of test                       :    0.72
+
+Stat. AD (mNP2)                       :    1.40
+p-value of test                       :    0.20
+
+Stat. AD after spacings (mNP2-S)      :    0.46
+p-value of test                       :    0.79
+
+-----------------------------------------------
+CPU time used                    :  00:02:05.72
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+snpair_ClosePairs test:
+-----------------------------------------------
+   N = 10,  n = 3000000,  r =  0,  t = 9,  p = 0,  m = 30,  Torus =  TRUE
+
+
+---------------------------------------
+Test based on the 2 nearest points (NP):
+
+Stat. AD on the N values (NP)         :    0.52
+p-value of test                       :    0.72
+
+
+A2 test based on the spacings between the
+   successive jump times of process Y_n(t):
+
+A2 test on the values of A2 (m-NP)    :    2.25
+p-value of test                       :    0.07
+
+Test on the Nm values of W_{n,i}(mNP1):    0.91
+p-value of test                       :    0.41
+
+Test on the jump times of Y
+   (superposition of Yn):
+
+Expected number of jumps of Y = mN    :     300
+Number of jumps of Y                  :     297
+p-value of test                       :    0.55
+
+Stat. AD (mNP2)                       :    0.59
+p-value of test                       :    0.66
+
+Stat. AD after spacings (mNP2-S)      :    1.52
+p-value of test                       :    0.17
+
+-----------------------------------------------
+CPU time used                    :  00:03:19.89
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+snpair_ClosePairs test:
+-----------------------------------------------
+   N =  5,  n = 2000000,  r =  0,  t = 16,  p = 0,  m = 30,  Torus =  TRUE
+
+
+---------------------------------------
+Test based on the 2 nearest points (NP):
+
+Stat. AD on the N values (NP)         :    0.32
+p-value of test                       :    0.92
+
+
+A2 test based on the spacings between the
+   successive jump times of process Y_n(t):
+
+A2 test on the values of A2 (m-NP)    :    3.57
+p-value of test                       :    0.02
+
+Test on the Nm values of W_{n,i}(mNP1):    2.05
+p-value of test                       :    0.09
+
+Test on the jump times of Y
+   (superposition of Yn):
+
+Expected number of jumps of Y = mN    :     150
+Number of jumps of Y                  :     174
+p-value of test                       :    0.03
+
+Stat. AD (mNP2)                       :    0.31
+p-value of test                       :    0.93
+
+Stat. AD after spacings (mNP2-S)      :    0.63
+p-value of test                       :    0.62
+
+-----------------------------------------------
+CPU time used                    :  00:03:42.19
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_SimpPoker test:
+-----------------------------------------------
+   N =  1,  n = 400000000,  r =  0,   d =    8,   k =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    7
+Chi-square statistic                  :    3.29
+p-value of test                       :    0.86
+
+-----------------------------------------------
+CPU time used                    :  00:01:15.21
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_SimpPoker test:
+-----------------------------------------------
+   N =  1,  n = 400000000,  r = 27,   d =    8,   k =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    7
+Chi-square statistic                  :    2.36
+p-value of test                       :    0.94
+
+-----------------------------------------------
+CPU time used                    :  00:01:32.34
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_SimpPoker test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r =  0,   d =   32,   k =   32
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   18
+Chi-square statistic                  :   19.18
+p-value of test                       :    0.38
+
+-----------------------------------------------
+CPU time used                    :  00:01:21.48
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_SimpPoker test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r = 25,   d =   32,   k =   32
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   18
+Chi-square statistic                  :   17.32
+p-value of test                       :    0.50
+
+-----------------------------------------------
+CPU time used                    :  00:01:32.22
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_CouponCollector test:
+-----------------------------------------------
+   N =  1,  n = 200000000,  r =  0,   d =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   54
+Chi-square statistic                  :   46.54
+p-value of test                       :    0.75
+
+-----------------------------------------------
+CPU time used                    :  00:01:47.30
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_CouponCollector test:
+-----------------------------------------------
+   N =  1,  n = 200000000,  r = 10,   d =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   54
+Chi-square statistic                  :   50.12
+p-value of test                       :    0.62
+
+-----------------------------------------------
+CPU time used                    :  00:01:58.72
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_CouponCollector test:
+-----------------------------------------------
+   N =  1,  n = 200000000,  r = 20,   d =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   54
+Chi-square statistic                  :   62.39
+p-value of test                       :    0.20
+
+-----------------------------------------------
+CPU time used                    :  00:02:00.97
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_CouponCollector test:
+-----------------------------------------------
+   N =  1,  n = 200000000,  r = 27,   d =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   54
+Chi-square statistic                  :   39.31
+p-value of test                       :    0.93
+
+-----------------------------------------------
+CPU time used                    :  00:01:58.77
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Gap test:
+-----------------------------------------------
+   N =  1,  n = 500000000,  r =  0,   Alpha =        0,   Beta  =   0.0625
+
+
+-----------------------------------------------
+Number of degrees of freedom          :  232
+Chi-square statistic                  :  258.10
+p-value of test                       :    0.12
+
+-----------------------------------------------
+CPU time used                    :  00:02:09.43
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Gap test:
+-----------------------------------------------
+   N =  1,  n = 300000000,  r = 25,   Alpha =        0,   Beta  =  0.03125
+
+
+-----------------------------------------------
+Number of degrees of freedom          :  434
+Chi-square statistic                  :  412.07
+p-value of test                       :    0.77
+
+-----------------------------------------------
+CPU time used                    :  00:03:15.17
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Gap test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r =  0,   Alpha =        0,   Beta  = 0.0078125
+
+
+-----------------------------------------------
+Number of degrees of freedom          : 1437
+Chi-square statistic                  : 1401.15
+p-value of test                       :    0.75
+
+-----------------------------------------------
+CPU time used                    :  00:03:06.73
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Gap test:
+-----------------------------------------------
+   N =  1,  n = 10000000,  r = 20,   Alpha =        0,   Beta  = 0.000976562
+
+
+-----------------------------------------------
+Number of degrees of freedom          : 7046
+Chi-square statistic                  : 7054.89
+p-value of test                       :    0.47
+
+-----------------------------------------------
+CPU time used                    :  00:03:19.04
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Run test:
+-----------------------------------------------
+   N =  5,  n = 1000000000,  r =  0,   Up = FALSE
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.21
+p-value of test                       :    0.57
+
+Kolmogorov-Smirnov- statistic = D-    :    0.20
+p-value of test                       :    0.59
+
+Anderson-Darling statistic = A2       :    0.34
+p-value of test                       :    0.90
+
+Test on the sum of all N observations
+Number of degrees of freedom          :   30
+Chi-square statistic                  :   32.75
+p-value of test                       :    0.33
+
+-----------------------------------------------
+CPU time used                    :  00:01:48.85
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Run test:
+-----------------------------------------------
+   N = 10,  n = 1000000000,  r = 15,   Up =  TRUE
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.14
+p-value of test                       :    0.62
+
+Kolmogorov-Smirnov- statistic = D-    :    0.15
+p-value of test                       :    0.60
+
+Anderson-Darling statistic = A2       :    0.35
+p-value of test                       :    0.89
+
+Test on the sum of all N observations
+Number of degrees of freedom          :   60
+Chi-square statistic                  :   56.58
+p-value of test                       :    0.60
+
+-----------------------------------------------
+CPU time used                    :  00:04:14.68
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_Permutation calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N =  1,  n = 1000000000,  r =  5,   t =  3,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =                  6
+       Expected number per cell =  1.6666667e+08
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =  2.5000002e-09,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          :    5
+Value of the statistic                :    3.29
+p-value of test                       :    0.66
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:15.82
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_Permutation calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N =  1,  n = 1000000000,  r =  5,   t =  5,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =                120
+       Expected number per cell =   8333333.3
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =  5.9500005e-08,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          :  119
+Value of the statistic                :  133.81
+p-value of test                       :    0.17
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:07.10
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_Permutation calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N =  1,  n = 500000000,  r =  5,   t =  7,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =               5040
+       Expected number per cell =   99206.349
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =  5.0390004e-06,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          : 5039
+Value of the statistic                : 5209.18
+p-value of test                       :    0.05
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:29.17
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_Permutation calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N =  1,  n = 500000000,  r = 10,   t = 10,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =            3628800
+       Expected number per cell =    137.7866
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =   0.0036287993,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          : 3628799
+Value of the statistic                : 3.63e+6
+p-value of test                       :    0.55
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:58.98
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_CollisionPermut calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N = 20,  n = 20000000,  r =  0,   t = 14,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =        87178291200
+       Expected number per cell =  1 /  4358.9146
+       EColl = n^2 / (2k) =   2294.14912
+       Hashing =   TRUE
+
+       Collision test,    Mu =      2293.9736,    Sigma =    47.8841
+
+-----------------------------------------------
+Test Results for Collisions
+
+For the total number of collisions, we use
+      the Poisson approximation:
+Expected number of collisions = N*Mu  :    45879.47
+Observed number of collisions         :    46239
+p-value of test                       :    0.05
+
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :    1743165870239
+  j =  1                              :        399907525
+  j =  2                              :            46233
+  j =  3                              :                3
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:04:23.79
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_CollisionPermut calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N = 20,  n = 20000000,  r = 10,   t = 14,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =        87178291200
+       Expected number per cell =  1 /  4358.9146
+       EColl = n^2 / (2k) =   2294.14912
+       Hashing =   TRUE
+
+       Collision test,    Mu =      2293.9736,    Sigma =    47.8841
+
+-----------------------------------------------
+Test Results for Collisions
+
+For the total number of collisions, we use
+      the Poisson approximation:
+Expected number of collisions = N*Mu  :    45879.47
+Observed number of collisions         :    46030
+p-value of test                       :    0.24
+
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :    1743165870030
+  j =  1                              :        399907945
+  j =  2                              :            46020
+  j =  3                              :                5
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:05:00.10
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_MaxOft test:
+-----------------------------------------------
+   N = 40,  n = 10000000,  r =  0,   d = 100000,   t =  8
+
+      Number of categories = 100000
+      Expected number per category  = 100.00
+
+
+-----------------------------------------------
+Test results for chi2 with 99999 degrees of freedom:
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.040
+p-value of test                       :    0.86
+
+Kolmogorov-Smirnov- statistic = D-    :    0.14
+p-value of test                       :    0.18
+
+Anderson-Darling statistic = A2       :    1.07
+p-value of test                       :    0.32
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 3999960
+Chi-square statistic                  : 4.00e+6
+p-value of test                       :    0.12
+
+
+-----------------------------------------------
+Test results for Anderson-Darling:
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.083
+p-value of test                       :    0.54
+
+Kolmogorov-Smirnov- statistic = D-    :   0.070
+p-value of test                       :    0.65
+
+Anderson-Darling statistic = A2       :    0.43
+p-value of test                       :    0.82
+
+
+-----------------------------------------------
+CPU time used                    :  00:03:34.20
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_MaxOft test:
+-----------------------------------------------
+   N = 30,  n = 10000000,  r =  0,   d = 100000,   t = 16
+
+      Number of categories = 100000
+      Expected number per category  = 100.00
+
+
+-----------------------------------------------
+Test results for chi2 with 99999 degrees of freedom:
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.12
+p-value of test                       :    0.38
+
+Kolmogorov-Smirnov- statistic = D-    :   0.091
+p-value of test                       :    0.57
+
+Anderson-Darling statistic = A2       :    0.53
+p-value of test                       :    0.72
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 2999970
+Chi-square statistic                  : 3.00e+6
+p-value of test                       :    0.68
+
+
+-----------------------------------------------
+Test results for Anderson-Darling:
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.19
+p-value of test                       :    0.09
+
+Kolmogorov-Smirnov- statistic = D-    :   0.026
+p-value of test                       :    0.94
+
+Anderson-Darling statistic = A2       :    1.58
+p-value of test                       :    0.16
+
+
+-----------------------------------------------
+CPU time used                    :  00:03:22.92
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_MaxOft test:
+-----------------------------------------------
+   N = 20,  n = 10000000,  r =  0,   d = 100000,   t = 24
+
+      Number of categories = 100000
+      Expected number per category  = 100.00
+
+
+-----------------------------------------------
+Test results for chi2 with 99999 degrees of freedom:
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.25
+p-value of test                       :    0.07
+
+Kolmogorov-Smirnov- statistic = D-    :   0.016
+p-value of test                       :    0.98
+
+Anderson-Darling statistic = A2       :    1.50
+p-value of test                       :    0.18
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 1999980
+Chi-square statistic                  : 2.00e+6
+p-value of test                       :    0.94
+
+
+-----------------------------------------------
+Test results for Anderson-Darling:
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.21
+p-value of test                       :    0.15
+
+Kolmogorov-Smirnov- statistic = D-    :    0.10
+p-value of test                       :    0.63
+
+Anderson-Darling statistic = A2       :    0.73
+p-value of test                       :    0.53
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:38.59
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_MaxOft test:
+-----------------------------------------------
+   N = 20,  n = 10000000,  r =  0,   d = 100000,   t = 32
+
+      Number of categories = 100000
+      Expected number per category  = 100.00
+
+
+-----------------------------------------------
+Test results for chi2 with 99999 degrees of freedom:
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.10
+p-value of test                       :    0.63
+
+Kolmogorov-Smirnov- statistic = D-    :    0.11
+p-value of test                       :    0.58
+
+Anderson-Darling statistic = A2       :    0.25
+p-value of test                       :    0.97
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 1999980
+Chi-square statistic                  : 2.00e+6
+p-value of test                       :    0.52
+
+
+-----------------------------------------------
+Test results for Anderson-Darling:
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.29
+p-value of test                       :    0.03
+
+Kolmogorov-Smirnov- statistic = D-    :   0.027
+p-value of test                       :    0.95
+
+Anderson-Darling statistic = A2       :    1.66
+p-value of test                       :    0.14
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:59.44
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleProd test:
+-----------------------------------------------
+   N = 40,  n = 10000000,  r =  0,   t = 8
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.085
+p-value of test                       :    0.53
+
+Kolmogorov-Smirnov- statistic = D-    :    0.12
+p-value of test                       :    0.28
+
+Anderson-Darling statistic = A2       :    1.33
+p-value of test                       :    0.22
+
+-----------------------------------------------
+CPU time used                    :  00:02:27.12
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleProd test:
+-----------------------------------------------
+   N = 20,  n = 10000000,  r =  0,   t = 16
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.15
+p-value of test                       :    0.35
+
+Kolmogorov-Smirnov- statistic = D-    :    0.12
+p-value of test                       :    0.50
+
+Anderson-Darling statistic = A2       :    0.67
+p-value of test                       :    0.58
+
+-----------------------------------------------
+CPU time used                    :  00:01:45.14
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleProd test:
+-----------------------------------------------
+   N = 20,  n = 10000000,  r =  0,   t = 24
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.17
+p-value of test                       :    0.28
+
+Kolmogorov-Smirnov- statistic = D-    :   0.030
+p-value of test                       :    0.95
+
+Anderson-Darling statistic = A2       :    0.87
+p-value of test                       :    0.43
+
+-----------------------------------------------
+CPU time used                    :  00:02:11.56
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleMean test:
+-----------------------------------------------
+   N = 20000000,  n = 30,  r =  0
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    : 1.07e-4
+p-value of test                       :    0.63
+
+Kolmogorov-Smirnov- statistic = D-    : 6.36e-5
+p-value of test                       :    0.85
+
+Anderson-Darling statistic = A2       :    0.19
+p-value of test                       :    0.9936
+
+-----------------------------------------------
+CPU time used                    :  00:00:32.12
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleMean test:
+-----------------------------------------------
+   N = 20000000,  n = 30,  r = 10
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    : 9.19e-5
+p-value of test                       :    0.71
+
+Kolmogorov-Smirnov- statistic = D-    : 1.58e-4
+p-value of test                       :    0.37
+
+Anderson-Darling statistic = A2       :    0.49
+p-value of test                       :    0.76
+
+-----------------------------------------------
+CPU time used                    :  00:00:34.95
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleCorr test:
+-----------------------------------------------
+   N =  1,  n = 2000000000,  r =  0,   k = 1
+
+
+-----------------------------------------------
+Normal statistic                      :    1.66
+p-value of test                       :    0.05
+
+-----------------------------------------------
+CPU time used                    :  00:00:34.29
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleCorr test:
+-----------------------------------------------
+   N =  1,  n = 2000000000,  r =  0,   k = 2
+
+
+-----------------------------------------------
+Normal statistic                      :   -0.25
+p-value of test                       :    0.60
+
+-----------------------------------------------
+CPU time used                    :  00:00:32.95
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_AppearanceSpacings test:
+-----------------------------------------------
+   N =  1,   Q = 10000000,   K = 1000000000,   r = 0,   s = 3,   L = 15
+
+   Sequences of n = (K + Q)L =  15150000000 bits
+   Q = 10000000 initialization blocks
+   K = 1000000000 blocks for the test
+   the blocks have L = 15 bits
+
+
+
+-----------------------------------------------
+Normal statistic                      :   -0.22
+p-value of test                       :    0.59
+
+-----------------------------------------------
+CPU time used                    :  00:02:02.73
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_AppearanceSpacings test:
+-----------------------------------------------
+   N =  1,   Q = 10000000,   K = 1000000000,   r = 27,   s = 3,   L = 15
+
+   Sequences of n = (K + Q)L =  15150000000 bits
+   Q = 10000000 initialization blocks
+   K = 1000000000 blocks for the test
+   the blocks have L = 15 bits
+
+
+
+-----------------------------------------------
+Normal statistic                      :   -0.61
+p-value of test                       :    0.73
+
+-----------------------------------------------
+CPU time used                    :  00:02:05.94
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r =  0,  k = 256,  Alpha =      0,  Beta =   0.25
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   67
+Chi-square statistic                  :   65.72
+p-value of test                       :    0.52
+
+-----------------------------------------------
+CPU time used                    :  00:01:23.40
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r = 20,  k = 256,  Alpha =      0,  Beta =   0.25
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   67
+Chi-square statistic                  :   63.01
+p-value of test                       :    0.62
+
+-----------------------------------------------
+CPU time used                    :  00:01:45.90
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r = 28,  k = 256,  Alpha =      0,  Beta =   0.25
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   67
+Chi-square statistic                  :   86.04
+p-value of test                       :    0.06
+
+-----------------------------------------------
+CPU time used                    :  00:01:40.29
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r =  0,  k = 256,  Alpha =      0,  Beta = 0.0625
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   37
+Chi-square statistic                  :   27.47
+p-value of test                       :    0.87
+
+-----------------------------------------------
+CPU time used                    :  00:01:23.18
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r = 10,  k = 256,  Alpha =      0,  Beta = 0.0625
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   37
+Chi-square statistic                  :   24.01
+p-value of test                       :    0.95
+
+-----------------------------------------------
+CPU time used                    :  00:01:42.81
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r = 26,  k = 256,  Alpha =      0,  Beta = 0.0625
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   37
+Chi-square statistic                  :   42.06
+p-value of test                       :    0.26
+
+-----------------------------------------------
+CPU time used                    :  00:01:44.69
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SumCollector test:
+-----------------------------------------------
+   N =  1,  n = 500000000,  r =  0,   g = 10
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   29
+Chi-square statistic                  :   29.88
+p-value of test                       :    0.42
+
+-----------------------------------------------
+CPU time used                    :  00:02:41.06
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N = 10,  n = 1000000,  r =  0,    s = 5,    L = 30,    k = 30
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.21
+p-value of test                       :    0.37
+
+Kolmogorov-Smirnov- statistic = D-    :    0.24
+p-value of test                       :    0.29
+
+Anderson-Darling statistic = A2       :    0.80
+p-value of test                       :    0.48
+
+Test on the sum of all N observations
+Number of degrees of freedom          :   40
+Chi-square statistic                  :   34.99
+p-value of test                       :    0.69
+
+-----------------------------------------------
+CPU time used                    :  00:01:22.54
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N = 10,  n = 1000000,  r = 25,    s = 5,    L = 30,    k = 30
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.36
+p-value of test                       :    0.06
+
+Kolmogorov-Smirnov- statistic = D-    :    0.14
+p-value of test                       :    0.63
+
+Anderson-Darling statistic = A2       :    1.14
+p-value of test                       :    0.29
+
+Test on the sum of all N observations
+Number of degrees of freedom          :   40
+Chi-square statistic                  :   29.95
+p-value of test                       :    0.88
+
+-----------------------------------------------
+CPU time used                    :  00:01:24.80
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N =  1,  n = 5000,  r =  0,    s = 4,    L = 1000,    k = 1000
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    3
+Chi-square statistic                  :    1.79
+p-value of test                       :    0.62
+
+-----------------------------------------------
+CPU time used                    :  00:02:10.80
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N =  1,  n = 5000,  r = 26,    s = 4,    L = 1000,    k = 1000
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    3
+Chi-square statistic                  :    5.18
+p-value of test                       :    0.16
+
+-----------------------------------------------
+CPU time used                    :  00:02:10.48
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N =  1,  n = 80,  r = 15,    s = 15,    L = 5000,    k = 5000
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    2
+Chi-square statistic                  :    0.78
+p-value of test                       :    0.68
+
+-----------------------------------------------
+CPU time used                    :  00:01:32.14
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N =  1,  n = 80,  r =  0,    s = 30,    L = 5000,    k = 5000
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    2
+Chi-square statistic                  :    0.92
+p-value of test                       :    0.63
+
+-----------------------------------------------
+CPU time used                    :  00:01:18.37
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_Savir2 test:
+-----------------------------------------------
+   N = 10,  n = 10000000,  r = 10,    m = 1048576,    t = 30
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.045
+p-value of test                       :    0.93
+
+Kolmogorov-Smirnov- statistic = D-    :    0.49
+p-value of test                       :  5.4e-3
+
+Anderson-Darling statistic = A2       :    4.11
+p-value of test                       :  8.1e-3
+
+Test on the sum of all N observations
+Number of degrees of freedom          :  130
+Chi-square statistic                  :  171.34
+p-value of test                       :  8.8e-3
+
+-----------------------------------------------
+CPU time used                    :  00:01:03.54
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_GCD test:
+-----------------------------------------------
+   N = 10,  n = 50000000,  r =  0,   s = 30
+
+
+-----------------------------------------------
+Test results for GCD values:
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.26
+p-value of test                       :    0.23
+
+Kolmogorov-Smirnov- statistic = D-    :    0.13
+p-value of test                       :    0.67
+
+Anderson-Darling statistic = A2       :    0.85
+p-value of test                       :    0.45
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 17430
+Chi-square statistic                  :17309.72
+p-value of test                       :    0.74
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:53.52
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r =  0,   s = 5,   L0 =   50,   L1 =   50
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :   36
+ChiSquare statistic                   :   41.85
+p-value of test                       :    0.23
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :   35
+ChiSquare statistic                   :   31.57
+p-value of test                       :    0.63
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          :   25
+ChiSquare statistic                   :   16.43
+p-value of test                       :    0.90
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :   24
+ChiSquare statistic                   :   27.26
+p-value of test                       :    0.29
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :   17
+ChiSquare statistic                   :   12.03
+p-value of test                       :    0.80
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:48.62
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r = 25,   s = 5,   L0 =   50,   L1 =   50
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :   36
+ChiSquare statistic                   :   32.33
+p-value of test                       :    0.64
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :   35
+ChiSquare statistic                   :   42.17
+p-value of test                       :    0.19
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          :   25
+ChiSquare statistic                   :   50.38
+p-value of test                       :  1.9e-3
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :   24
+ChiSquare statistic                   :   32.08
+p-value of test                       :    0.12
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :   17
+ChiSquare statistic                   :   29.99
+p-value of test                       :    0.03
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:00.92
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 10000000,  r =  0,   s = 10,   L0 = 1000,   L1 = 1000
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :  146
+ChiSquare statistic                   :  157.30
+p-value of test                       :    0.25
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :  146
+ChiSquare statistic                   :  116.19
+p-value of test                       :    0.97
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          :  500
+ChiSquare statistic                   :  503.68
+p-value of test                       :    0.45
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :  136
+ChiSquare statistic                   :  137.61
+p-value of test                       :    0.45
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :   74
+ChiSquare statistic                   :   77.65
+p-value of test                       :    0.36
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:04.70
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 10000000,  r = 20,   s = 10,   L0 = 1000,   L1 = 1000
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :  146
+ChiSquare statistic                   :  156.19
+p-value of test                       :    0.27
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :  146
+ChiSquare statistic                   :  162.36
+p-value of test                       :    0.17
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          :  500
+ChiSquare statistic                   :  443.25
+p-value of test                       :    0.97
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :  136
+ChiSquare statistic                   :  137.32
+p-value of test                       :    0.45
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :   74
+ChiSquare statistic                   :   83.31
+p-value of test                       :    0.21
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:03.53
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 1000000,  r =  0,   s = 15,   L0 = 10000,   L1 = 10000
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :  384
+ChiSquare statistic                   :  378.92
+p-value of test                       :    0.56
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :  384
+ChiSquare statistic                   :  391.55
+p-value of test                       :    0.38
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          : 5000
+ChiSquare statistic                   : 4930.06
+p-value of test                       :    0.76
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :  378
+ChiSquare statistic                   :  405.44
+p-value of test                       :    0.16
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :  200
+ChiSquare statistic                   :  190.63
+p-value of test                       :    0.67
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:50.31
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 1000000,  r = 15,   s = 15,   L0 = 10000,   L1 = 10000
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :  384
+ChiSquare statistic                   :  370.86
+p-value of test                       :    0.68
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :  384
+ChiSquare statistic                   :  422.60
+p-value of test                       :    0.08
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          : 5000
+ChiSquare statistic                   : 5002.32
+p-value of test                       :    0.49
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :  378
+ChiSquare statistic                   :  362.00
+p-value of test                       :    0.71
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :  200
+ChiSquare statistic                   :  210.73
+p-value of test                       :    0.29
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:49.48
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+scomp_LinearComp test:
+-----------------------------------------------
+   N =  1,  n = 400020,  r =  0,    s = 1
+
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   12
+Chi2 statistic for size of jumps      :    8.46
+p-value of test                       :    0.75
+
+
+-----------------------------------------------
+Normal statistic for number of jumps  :   -1.03
+p-value of test                       :    0.85
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:23.53
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+scomp_LinearComp test:
+-----------------------------------------------
+   N =  1,  n = 400020,  r = 29,    s = 1
+
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   12
+Chi2 statistic for size of jumps      :   10.19
+p-value of test                       :    0.60
+
+
+-----------------------------------------------
+Normal statistic for number of jumps  :   0.083
+p-value of test                       :    0.47
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:27.95
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+scomp_LempelZiv test:
+-----------------------------------------------
+   N = 10,  n = 134217728,  r =  0,   s =   30,   k =   27
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.100
+p-value of test                       :    0.77
+
+Kolmogorov-Smirnov- statistic = D-    :    0.11
+p-value of test                       :    0.72
+
+Anderson-Darling statistic = A2       :    0.60
+p-value of test                       :    0.65
+
+Tests on the sum of all N observations
+Standardized normal statistic         :   -0.42
+p-value of test                       :    0.66
+
+Sample variance                       :    2.15
+p-value of test                       :    0.02
+
+-----------------------------------------------
+CPU time used                    :  00:00:57.75
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+scomp_LempelZiv test:
+-----------------------------------------------
+   N = 10,  n = 134217728,  r = 15,   s =   15,   k =   27
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.20
+p-value of test                       :    0.41
+
+Kolmogorov-Smirnov- statistic = D-    :    0.22
+p-value of test                       :    0.33
+
+Anderson-Darling statistic = A2       :    0.51
+p-value of test                       :    0.73
+
+Tests on the sum of all N observations
+Standardized normal statistic         :   -0.10
+p-value of test                       :    0.54
+
+Sample variance                       :    0.80
+p-value of test                       :    0.61
+
+-----------------------------------------------
+CPU time used                    :  00:00:57.77
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sspectral_Fourier3 test:
+-----------------------------------------------
+   N = 100000,  n = 16384,  r =  0,   s =    3,   k =   14
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.012
+p-value of test                       :    0.30
+
+Kolmogorov-Smirnov- statistic = D-    : 4.04e-3
+p-value of test                       :    0.87
+
+Anderson-Darling statistic = A2       :    0.50
+p-value of test                       :    0.74
+
+-----------------------------------------------
+CPU time used                    :  00:00:48.62
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sspectral_Fourier3 test:
+-----------------------------------------------
+   N = 100000,  n = 16384,  r = 27,   s =    3,   k =   14
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    : 5.86e-3
+p-value of test                       :    0.75
+
+Kolmogorov-Smirnov- statistic = D-    :   0.013
+p-value of test                       :    0.27
+
+Anderson-Darling statistic = A2       :    0.78
+p-value of test                       :    0.50
+
+-----------------------------------------------
+CPU time used                    :  00:00:47.69
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_LongestHeadRun test:
+-----------------------------------------------
+   N =  1,  n = 1000,  r =  0,   s = 3,   L = 10000020
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    8
+Chi-square statistic                  :    7.15
+p-value of test                       :    0.52
+
+-----------------------------------------------
+Global longest run of 1               :   32.00
+p-value of test                       :    0.50
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:44.87
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_LongestHeadRun test:
+-----------------------------------------------
+   N =  1,  n = 1000,  r = 27,   s = 3,   L = 10000020
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    8
+Chi-square statistic                  :    9.91
+p-value of test                       :    0.27
+
+-----------------------------------------------
+Global longest run of 1               :   34.00
+p-value of test                       :    0.25
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:44.60
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_PeriodsInStrings test:
+-----------------------------------------------
+   N = 10,  n = 500000000,  r =  0,   s =   10
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.15
+p-value of test                       :    0.57
+
+Kolmogorov-Smirnov- statistic = D-    :    0.25
+p-value of test                       :    0.25
+
+Anderson-Darling statistic = A2       :    0.50
+p-value of test                       :    0.74
+
+Test on the sum of all N observations
+Number of degrees of freedom          :  200
+Chi-square statistic                  :  203.57
+p-value of test                       :    0.42
+
+-----------------------------------------------
+CPU time used                    :  00:03:05.88
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_PeriodsInStrings test:
+-----------------------------------------------
+   N = 10,  n = 500000000,  r = 20,   s =   10
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.16
+p-value of test                       :    0.53
+
+Kolmogorov-Smirnov- statistic = D-    :    0.18
+p-value of test                       :    0.47
+
+Anderson-Darling statistic = A2       :    0.49
+p-value of test                       :    0.75
+
+Test on the sum of all N observations
+Number of degrees of freedom          :  200
+Chi-square statistic                  :  209.08
+p-value of test                       :    0.32
+
+-----------------------------------------------
+CPU time used                    :  00:03:04.35
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingWeight2 test:
+-----------------------------------------------
+   N = 10,  n = 1000000000,  r =  0,   s = 3,   L = 1000000
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.29
+p-value of test                       :    0.16
+
+Kolmogorov-Smirnov- statistic = D-    :    0.25
+p-value of test                       :    0.26
+
+Anderson-Darling statistic = A2       :    1.34
+p-value of test                       :    0.22
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 10000
+Chi-square statistic                  : 9939.55
+p-value of test                       :    0.66
+
+-----------------------------------------------
+CPU time used                    :  00:01:07.65
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingWeight2 test:
+-----------------------------------------------
+   N = 10,  n = 1000000000,  r = 27,   s = 3,   L = 1000000
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.21
+p-value of test                       :    0.37
+
+Kolmogorov-Smirnov- statistic = D-    :   0.054
+p-value of test                       :    0.91
+
+Anderson-Darling statistic = A2       :    0.39
+p-value of test                       :    0.86
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 10000
+Chi-square statistic                  : 9917.62
+p-value of test                       :    0.72
+
+-----------------------------------------------
+CPU time used                    :  00:01:13.22
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingCorr test:
+-----------------------------------------------
+   N =  1,  n = 1000000000,  r = 10,   s = 10,   L = 30
+
+
+
+-----------------------------------------------
+Normal statistic                      :  -0.069
+p-value of test                       :    0.53
+
+-----------------------------------------------
+CPU time used                    :  00:01:24.75
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingCorr test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r = 10,   s = 10,   L = 300
+
+
+
+-----------------------------------------------
+Normal statistic                      :    0.62
+p-value of test                       :    0.27
+
+-----------------------------------------------
+CPU time used                    :  00:01:21.87
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingCorr test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r = 10,   s = 10,   L = 1200
+
+
+
+-----------------------------------------------
+Normal statistic                      :    0.74
+p-value of test                       :    0.23
+
+-----------------------------------------------
+CPU time used                    :  00:05:19.36
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N = 10,  n = 30000000,  r =  0,   s = 3,   L = 30,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.094
+p-value of test                       :    0.79
+
+Kolmogorov-Smirnov- statistic = D-    :    0.21
+p-value of test                       :    0.36
+
+Anderson-Darling statistic = A2       :    0.52
+p-value of test                       :    0.72
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 4890
+Chi-square statistic                  : 4950.40
+p-value of test                       :    0.27
+
+-----------------------------------------------
+CPU time used                    :  00:02:17.32
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N = 10,  n = 30000000,  r = 27,   s = 3,   L = 30,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.063
+p-value of test                       :    0.89
+
+Kolmogorov-Smirnov- statistic = D-    :    0.25
+p-value of test                       :    0.25
+
+Anderson-Darling statistic = A2       :    0.70
+p-value of test                       :    0.56
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 4890
+Chi-square statistic                  : 4995.77
+p-value of test                       :    0.14
+
+-----------------------------------------------
+CPU time used                    :  00:02:21.90
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N =  1,  n = 30000000,  r =  0,   s = 4,   L = 300,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+Number of degrees of freedom          : 4117
+Chi-square statistic                  : 3853.98
+p-value of test                       :    0.9984
+
+-----------------------------------------------
+CPU time used                    :  00:01:40.61
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N =  1,  n = 30000000,  r = 26,   s = 4,   L = 300,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+Number of degrees of freedom          : 4117
+Chi-square statistic                  : 4144.92
+p-value of test                       :    0.38
+
+-----------------------------------------------
+CPU time used                    :  00:01:44.45
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N =  1,  n = 10000000,  r =  0,   s = 5,   L = 1200,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+Number of degrees of freedom          : 11825
+Chi-square statistic                  :12073.00
+p-value of test                       :    0.05
+
+-----------------------------------------------
+CPU time used                    :  00:01:49.98
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N =  1,  n = 10000000,  r = 25,   s = 5,   L = 1200,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+Number of degrees of freedom          : 11825
+Chi-square statistic                  :11865.24
+p-value of test                       :    0.40
+
+-----------------------------------------------
+CPU time used                    :  00:01:54.57
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_Run test:
+-----------------------------------------------
+   N =  1,  n = 2000000000,  r =  0,   s =    3
+
+
+-----------------------------------------------
+Total number of 1 runs:  2000000000
+
+Number of degrees of freedom          :   54
+Chi2 statistic for number of runs     :   69.85
+p-value of test                       :    0.07
+
+
+-----------------------------------------------
+Total number of bits:  8000241450
+
+Normal statistic for number of bits   :    1.91
+p-value of test                       :    0.03
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:21.42
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_Run test:
+-----------------------------------------------
+   N =  1,  n = 2000000000,  r = 27,   s =    3
+
+
+-----------------------------------------------
+Total number of 1 runs:  2000000000
+
+Number of degrees of freedom          :   54
+Chi2 statistic for number of runs     :   56.84
+p-value of test                       :    0.37
+
+
+-----------------------------------------------
+Total number of bits:  8000027064
+
+Normal statistic for number of bits   :    0.21
+p-value of test                       :    0.42
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:24.62
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_AutoCor test:
+-----------------------------------------------
+   N = 10,  n = 1000000030,  r =  0,   s = 3,   d = 1
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.30
+p-value of test                       :    0.14
+
+Kolmogorov-Smirnov- statistic = D-    :   0.094
+p-value of test                       :    0.79
+
+Anderson-Darling statistic = A2       :    1.31
+p-value of test                       :    0.23
+
+Tests on the sum of all N observations
+Standardized normal statistic         :   -1.17
+p-value of test                       :    0.88
+
+Sample variance                       :    1.87
+p-value of test                       :    0.05
+
+-----------------------------------------------
+CPU time used                    :  00:02:49.17
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_AutoCor test:
+-----------------------------------------------
+   N = 10,  n = 1000000029,  r =  0,   s = 3,   d = 3
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.046
+p-value of test                       :    0.93
+
+Kolmogorov-Smirnov- statistic = D-    :    0.42
+p-value of test                       :    0.02
+
+Anderson-Darling statistic = A2       :    1.72
+p-value of test                       :    0.13
+
+Tests on the sum of all N observations
+Standardized normal statistic         :    1.49
+p-value of test                       :    0.07
+
+Sample variance                       :    0.89
+p-value of test                       :    0.53
+
+-----------------------------------------------
+CPU time used                    :  00:02:33.47
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_AutoCor test:
+-----------------------------------------------
+   N = 10,  n = 1000000030,  r = 27,   s = 3,   d = 1
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.13
+p-value of test                       :    0.66
+
+Kolmogorov-Smirnov- statistic = D-    :    0.17
+p-value of test                       :    0.52
+
+Anderson-Darling statistic = A2       :    0.34
+p-value of test                       :    0.91
+
+Tests on the sum of all N observations
+Standardized normal statistic         :   0.046
+p-value of test                       :    0.48
+
+Sample variance                       :    0.52
+p-value of test                       :    0.86
+
+-----------------------------------------------
+CPU time used                    :  00:02:56.18
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_AutoCor test:
+-----------------------------------------------
+   N = 10,  n = 1000000029,  r = 27,   s = 3,   d = 3
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.25
+p-value of test                       :    0.26
+
+Kolmogorov-Smirnov- statistic = D-    :   0.092
+p-value of test                       :    0.80
+
+Anderson-Darling statistic = A2       :    0.65
+p-value of test                       :    0.60
+
+Tests on the sum of all N observations
+Standardized normal statistic         :   -0.74
+p-value of test                       :    0.77
+
+Sample variance                       :    1.19
+p-value of test                       :    0.30
+
+-----------------------------------------------
+CPU time used                    :  00:02:45.63
+
+Generator state:
+N/A
+
+
+
+
+========= Summary results of BigCrush =========
+
+ Version:          TestU01 1.2.3
+ Generator:        stdin
+ Number of statistics:  160
+ Total CPU time:   04:40:08.06
+
+ All tests were passed
+
+
+
+# 
+# Test duration: 1348.5244657400833 minutes
+# 
diff --git a/src/site/resources/txt/userguide/rng/stress/tu/run_2/tu_12 b/src/site/resources/txt/userguide/rng/stress/tu/run_2/tu_12
new file mode 100644
index 000000000..21fd51aaf
--- /dev/null
+++ b/src/site/resources/txt/userguide/rng/stress/tu/run_2/tu_12
@@ -0,0 +1,3795 @@
+# 
+# RNG: org.apache.commons.math4.rng.internal.source64.XorShift1024Star
+# 
+# Java: 1.8.0_66
+# Runtime: 1.8.0_66-b17
+# JVM: Java HotSpot(TM) 64-Bit Server VM 25.66-b17
+# OS: Linux 3.16.0-4-amd64 amd64
+# 
+# Analyzer: ../stdin2testu01 BigCrush 
+# 
+xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
+                 Starting BigCrush
+                 Version: TestU01 1.2.3
+xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
+
+
+***********************************************************
+Test smarsa_SerialOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N =  1,  n = 1000000000,  r =  0,   d =  256,   t =  3,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =           16777216
+       Expected number per cell =   59.604645
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =   0.0083558402,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          : 16711680
+Value of the statistic                : 1.67e+7
+p-value of test                       :    0.86
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:23.40
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_SerialOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N =  1,  n = 1000000000,  r = 22,   d =  256,   t =  3,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =           16777216
+       Expected number per cell =   59.604645
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =   0.0083558402,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          : 16711680
+Value of the statistic                : 1.67e+7
+p-value of test                       :    0.44
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:19.68
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  0,   d = 2097152,   t =  2,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1412
+p-value of test                       :    0.10
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334532
+  j =  1                              :        599997176
+  j =  2                              :             1412
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:06:11.65
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  9,   d = 2097152,   t =  2,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1458
+p-value of test                       :  6.2e-3
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334578
+  j =  1                              :        599997084
+  j =  2                              :             1458
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:05:46.94
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  0,   d = 16384,   t =  3,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1342
+p-value of test                       :    0.72
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334462
+  j =  1                              :        599997316
+  j =  2                              :             1342
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:06:59.83
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r = 16,   d = 16384,   t =  3,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1368
+p-value of test                       :    0.46
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334488
+  j =  1                              :        599997264
+  j =  2                              :             1368
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:07:08.66
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  0,   d =   64,   t =  7,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1390
+p-value of test                       :    0.25
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334510
+  j =  1                              :        599997220
+  j =  2                              :             1390
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:08:14.78
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r = 24,   d =   64,   t =  7,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1325
+p-value of test                       :    0.85
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334445
+  j =  1                              :        599997350
+  j =  2                              :             1325
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:08:14.53
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  0,   d =    8,   t = 14,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1345
+p-value of test                       :    0.69
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334465
+  j =  1                              :        599997310
+  j =  2                              :             1345
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:06:24.78
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r = 27,   d =    8,   t = 14,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1366
+p-value of test                       :    0.48
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334486
+  j =  1                              :        599997268
+  j =  2                              :             1366
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:05:58.98
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  0,   d =    4,   t = 21,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1360
+p-value of test                       :    0.54
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334480
+  j =  1                              :        599997280
+  j =  2                              :             1360
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:06:36.61
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r = 28,   d =    4,   t = 21,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1312
+p-value of test                       :    0.92
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334432
+  j =  1                              :        599997376
+  j =  2                              :             1312
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:07:31.15
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 100,  n = 10000000,  r =  0,    d = 2147483648,    t = 2,    p = 1
+
+
+      Number of cells = d^t = 4611686018427387904
+      Lambda = Poisson mean =      54.2101
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    5421.01
+Total observed number                 :    5438
+p-value of test                       :    0.41
+
+
+-----------------------------------------------
+CPU time used                    :  00:05:13.10
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 20000000,  r =  0,    d = 2097152,    t = 3,    p = 1
+
+
+      Number of cells = d^t = 9223372036854775808
+      Lambda = Poisson mean =     216.8404
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    4336.81
+Total observed number                 :    4305
+p-value of test                       :    0.68
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:18.52
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 30000000,  r = 14,    d = 65536,    t = 4,    p = 1
+
+
+      Number of cells = d^t = 18446744073709551616
+      Lambda = Poisson mean =     365.9182
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    7318.36
+Total observed number                 :    7182
+p-value of test                       :    0.94
+
+
+-----------------------------------------------
+CPU time used                    :  00:03:54.77
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 20000000,  r =  0,    d = 512,    t = 7,    p = 1
+
+
+      Number of cells = d^t = 9223372036854775808
+      Lambda = Poisson mean =     216.8404
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    4336.81
+Total observed number                 :    4318
+p-value of test                       :    0.61
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:51.85
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 20000000,  r =  7,    d = 512,    t = 7,    p = 1
+
+
+      Number of cells = d^t = 9223372036854775808
+      Lambda = Poisson mean =     216.8404
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    4336.81
+Total observed number                 :    4380
+p-value of test                       :    0.26
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:57.21
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 30000000,  r = 14,    d = 256,    t = 8,    p = 1
+
+
+      Number of cells = d^t = 18446744073709551616
+      Lambda = Poisson mean =     365.9182
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    7318.36
+Total observed number                 :    7218
+p-value of test                       :    0.88
+
+
+-----------------------------------------------
+CPU time used                    :  00:04:18.55
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 30000000,  r = 22,    d = 256,    t = 8,    p = 1
+
+
+      Number of cells = d^t = 18446744073709551616
+      Lambda = Poisson mean =     365.9182
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    7318.36
+Total observed number                 :    7305
+p-value of test                       :    0.56
+
+
+-----------------------------------------------
+CPU time used                    :  00:04:10.85
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 30000000,  r =  0,    d = 16,    t = 16,    p = 1
+
+
+      Number of cells = d^t = 18446744073709551616
+      Lambda = Poisson mean =     365.9182
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    7318.36
+Total observed number                 :    7208
+p-value of test                       :    0.90
+
+
+-----------------------------------------------
+CPU time used                    :  00:05:14.42
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 30000000,  r = 26,    d = 16,    t = 16,    p = 1
+
+
+      Number of cells = d^t = 18446744073709551616
+      Lambda = Poisson mean =     365.9182
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    7318.36
+Total observed number                 :    7303
+p-value of test                       :    0.57
+
+
+-----------------------------------------------
+CPU time used                    :  00:05:47.44
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+snpair_ClosePairs test:
+-----------------------------------------------
+   N = 30,  n = 6000000,  r =  0,  t = 3,  p = 0,  m = 30,  Torus =  TRUE
+
+
+---------------------------------------
+Test based on the 2 nearest points (NP):
+
+Stat. AD on the N values (NP)         :    1.63
+p-value of test                       :    0.15
+
+
+A2 test based on the spacings between the
+   successive jump times of process Y_n(t):
+
+A2 test on the values of A2 (m-NP)    :    1.24
+p-value of test                       :    0.25
+
+Test on the Nm values of W_{n,i}(mNP1):    0.57
+p-value of test                       :    0.68
+
+Test on the jump times of Y
+   (superposition of Yn):
+
+Expected number of jumps of Y = mN    :     900
+Number of jumps of Y                  :     876
+p-value of test                       :    0.78
+
+Stat. AD (mNP2)                       :    1.28
+p-value of test                       :    0.24
+
+Stat. AD after spacings (mNP2-S)      :    1.03
+p-value of test                       :    0.34
+
+-----------------------------------------------
+CPU time used                    :  00:03:18.23
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+snpair_ClosePairs test:
+-----------------------------------------------
+   N = 20,  n = 4000000,  r =  0,  t = 5,  p = 0,  m = 30,  Torus =  TRUE
+
+
+---------------------------------------
+Test based on the 2 nearest points (NP):
+
+Stat. AD on the N values (NP)         :    0.24
+p-value of test                       :    0.97
+
+
+A2 test based on the spacings between the
+   successive jump times of process Y_n(t):
+
+A2 test on the values of A2 (m-NP)    :    0.21
+p-value of test                       :    0.99
+
+Test on the Nm values of W_{n,i}(mNP1):    0.25
+p-value of test                       :    0.97
+
+Test on the jump times of Y
+   (superposition of Yn):
+
+Expected number of jumps of Y = mN    :     600
+Number of jumps of Y                  :     609
+p-value of test                       :    0.36
+
+Stat. AD (mNP2)                       :    0.46
+p-value of test                       :    0.79
+
+Stat. AD after spacings (mNP2-S)      :    0.83
+p-value of test                       :    0.46
+
+-----------------------------------------------
+CPU time used                    :  00:02:09.97
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+snpair_ClosePairs test:
+-----------------------------------------------
+   N = 10,  n = 3000000,  r =  0,  t = 9,  p = 0,  m = 30,  Torus =  TRUE
+
+
+---------------------------------------
+Test based on the 2 nearest points (NP):
+
+Stat. AD on the N values (NP)         :    0.61
+p-value of test                       :    0.63
+
+
+A2 test based on the spacings between the
+   successive jump times of process Y_n(t):
+
+A2 test on the values of A2 (m-NP)    :    1.59
+p-value of test                       :    0.16
+
+Test on the Nm values of W_{n,i}(mNP1):    0.29
+p-value of test                       :    0.95
+
+Test on the jump times of Y
+   (superposition of Yn):
+
+Expected number of jumps of Y = mN    :     300
+Number of jumps of Y                  :     308
+p-value of test                       :    0.33
+
+Stat. AD (mNP2)                       :    1.30
+p-value of test                       :    0.23
+
+Stat. AD after spacings (mNP2-S)      :    0.60
+p-value of test                       :    0.65
+
+-----------------------------------------------
+CPU time used                    :  00:03:10.02
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+snpair_ClosePairs test:
+-----------------------------------------------
+   N =  5,  n = 2000000,  r =  0,  t = 16,  p = 0,  m = 30,  Torus =  TRUE
+
+
+---------------------------------------
+Test based on the 2 nearest points (NP):
+
+Stat. AD on the N values (NP)         :    0.37
+p-value of test                       :    0.87
+
+
+A2 test based on the spacings between the
+   successive jump times of process Y_n(t):
+
+A2 test on the values of A2 (m-NP)    :    1.12
+p-value of test                       :    0.30
+
+Test on the Nm values of W_{n,i}(mNP1):    0.58
+p-value of test                       :    0.67
+
+Test on the jump times of Y
+   (superposition of Yn):
+
+Expected number of jumps of Y = mN    :     150
+Number of jumps of Y                  :     152
+p-value of test                       :    0.45
+
+Stat. AD (mNP2)                       :    0.90
+p-value of test                       :    0.41
+
+Stat. AD after spacings (mNP2-S)      :    1.00
+p-value of test                       :    0.35
+
+-----------------------------------------------
+CPU time used                    :  00:03:21.10
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_SimpPoker test:
+-----------------------------------------------
+   N =  1,  n = 400000000,  r =  0,   d =    8,   k =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    7
+Chi-square statistic                  :    6.21
+p-value of test                       :    0.52
+
+-----------------------------------------------
+CPU time used                    :  00:01:20.30
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_SimpPoker test:
+-----------------------------------------------
+   N =  1,  n = 400000000,  r = 27,   d =    8,   k =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    7
+Chi-square statistic                  :    4.19
+p-value of test                       :    0.76
+
+-----------------------------------------------
+CPU time used                    :  00:01:38.77
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_SimpPoker test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r =  0,   d =   32,   k =   32
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   18
+Chi-square statistic                  :   29.13
+p-value of test                       :    0.05
+
+-----------------------------------------------
+CPU time used                    :  00:01:20.11
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_SimpPoker test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r = 25,   d =   32,   k =   32
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   18
+Chi-square statistic                  :   21.07
+p-value of test                       :    0.28
+
+-----------------------------------------------
+CPU time used                    :  00:01:38.55
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_CouponCollector test:
+-----------------------------------------------
+   N =  1,  n = 200000000,  r =  0,   d =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   54
+Chi-square statistic                  :   33.58
+p-value of test                       :    0.99
+
+-----------------------------------------------
+CPU time used                    :  00:01:43.53
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_CouponCollector test:
+-----------------------------------------------
+   N =  1,  n = 200000000,  r = 10,   d =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   54
+Chi-square statistic                  :   71.38
+p-value of test                       :    0.06
+
+-----------------------------------------------
+CPU time used                    :  00:02:01.22
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_CouponCollector test:
+-----------------------------------------------
+   N =  1,  n = 200000000,  r = 20,   d =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   54
+Chi-square statistic                  :   62.58
+p-value of test                       :    0.20
+
+-----------------------------------------------
+CPU time used                    :  00:02:02.67
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_CouponCollector test:
+-----------------------------------------------
+   N =  1,  n = 200000000,  r = 27,   d =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   54
+Chi-square statistic                  :   37.08
+p-value of test                       :    0.96
+
+-----------------------------------------------
+CPU time used                    :  00:02:03.35
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Gap test:
+-----------------------------------------------
+   N =  1,  n = 500000000,  r =  0,   Alpha =        0,   Beta  =   0.0625
+
+
+-----------------------------------------------
+Number of degrees of freedom          :  232
+Chi-square statistic                  :  209.79
+p-value of test                       :    0.85
+
+-----------------------------------------------
+CPU time used                    :  00:02:09.18
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Gap test:
+-----------------------------------------------
+   N =  1,  n = 300000000,  r = 25,   Alpha =        0,   Beta  =  0.03125
+
+
+-----------------------------------------------
+Number of degrees of freedom          :  434
+Chi-square statistic                  :  456.72
+p-value of test                       :    0.22
+
+-----------------------------------------------
+CPU time used                    :  00:03:10.02
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Gap test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r =  0,   Alpha =        0,   Beta  = 0.0078125
+
+
+-----------------------------------------------
+Number of degrees of freedom          : 1437
+Chi-square statistic                  : 1420.10
+p-value of test                       :    0.62
+
+-----------------------------------------------
+CPU time used                    :  00:03:18.77
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Gap test:
+-----------------------------------------------
+   N =  1,  n = 10000000,  r = 20,   Alpha =        0,   Beta  = 0.000976562
+
+
+-----------------------------------------------
+Number of degrees of freedom          : 7046
+Chi-square statistic                  : 7099.60
+p-value of test                       :    0.32
+
+-----------------------------------------------
+CPU time used                    :  00:03:13.87
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Run test:
+-----------------------------------------------
+   N =  5,  n = 1000000000,  r =  0,   Up = FALSE
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.43
+p-value of test                       :    0.12
+
+Kolmogorov-Smirnov- statistic = D-    :    0.15
+p-value of test                       :    0.75
+
+Anderson-Darling statistic = A2       :    0.91
+p-value of test                       :    0.40
+
+Test on the sum of all N observations
+Number of degrees of freedom          :   30
+Chi-square statistic                  :   22.24
+p-value of test                       :    0.85
+
+-----------------------------------------------
+CPU time used                    :  00:01:48.27
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Run test:
+-----------------------------------------------
+   N = 10,  n = 1000000000,  r = 15,   Up =  TRUE
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.21
+p-value of test                       :    0.35
+
+Kolmogorov-Smirnov- statistic = D-    :    0.18
+p-value of test                       :    0.46
+
+Anderson-Darling statistic = A2       :    0.42
+p-value of test                       :    0.83
+
+Test on the sum of all N observations
+Number of degrees of freedom          :   60
+Chi-square statistic                  :   55.29
+p-value of test                       :    0.65
+
+-----------------------------------------------
+CPU time used                    :  00:04:16.06
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_Permutation calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N =  1,  n = 1000000000,  r =  5,   t =  3,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =                  6
+       Expected number per cell =  1.6666667e+08
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =  2.5000002e-09,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          :    5
+Value of the statistic                :    1.47
+p-value of test                       :    0.92
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:19.77
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_Permutation calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N =  1,  n = 1000000000,  r =  5,   t =  5,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =                120
+       Expected number per cell =   8333333.3
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =  5.9500005e-08,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          :  119
+Value of the statistic                :   92.40
+p-value of test                       :    0.97
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:08.22
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_Permutation calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N =  1,  n = 500000000,  r =  5,   t =  7,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =               5040
+       Expected number per cell =   99206.349
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =  5.0390004e-06,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          : 5039
+Value of the statistic                : 4954.71
+p-value of test                       :    0.80
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:33.23
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_Permutation calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N =  1,  n = 500000000,  r = 10,   t = 10,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =            3628800
+       Expected number per cell =    137.7866
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =   0.0036287993,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          : 3628799
+Value of the statistic                : 3.63e+6
+p-value of test                       :    0.82
+
+
+-----------------------------------------------
+CPU time used                    :  00:03:13.57
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_CollisionPermut calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N = 20,  n = 20000000,  r =  0,   t = 14,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =        87178291200
+       Expected number per cell =  1 /  4358.9146
+       EColl = n^2 / (2k) =   2294.14912
+       Hashing =   TRUE
+
+       Collision test,    Mu =      2293.9736,    Sigma =    47.8841
+
+-----------------------------------------------
+Test Results for Collisions
+
+For the total number of collisions, we use
+      the Poisson approximation:
+Expected number of collisions = N*Mu  :    45879.47
+Observed number of collisions         :    46106
+p-value of test                       :    0.15
+
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :    1743165870106
+  j =  1                              :        399907792
+  j =  2                              :            46098
+  j =  3                              :                4
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:04:40.97
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_CollisionPermut calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N = 20,  n = 20000000,  r = 10,   t = 14,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =        87178291200
+       Expected number per cell =  1 /  4358.9146
+       EColl = n^2 / (2k) =   2294.14912
+       Hashing =   TRUE
+
+       Collision test,    Mu =      2293.9736,    Sigma =    47.8841
+
+-----------------------------------------------
+Test Results for Collisions
+
+For the total number of collisions, we use
+      the Poisson approximation:
+Expected number of collisions = N*Mu  :    45879.47
+Observed number of collisions         :    46076
+p-value of test                       :    0.18
+
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :    1743165870076
+  j =  1                              :        399907851
+  j =  2                              :            46070
+  j =  3                              :                3
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:04:57.68
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_MaxOft test:
+-----------------------------------------------
+   N = 40,  n = 10000000,  r =  0,   d = 100000,   t =  8
+
+      Number of categories = 100000
+      Expected number per category  = 100.00
+
+
+-----------------------------------------------
+Test results for chi2 with 99999 degrees of freedom:
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.047
+p-value of test                       :    0.81
+
+Kolmogorov-Smirnov- statistic = D-    :    0.13
+p-value of test                       :    0.25
+
+Anderson-Darling statistic = A2       :    1.00
+p-value of test                       :    0.36
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 3999960
+Chi-square statistic                  : 4.00e+6
+p-value of test                       :    0.13
+
+
+-----------------------------------------------
+Test results for Anderson-Darling:
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.087
+p-value of test                       :    0.51
+
+Kolmogorov-Smirnov- statistic = D-    :   0.076
+p-value of test                       :    0.60
+
+Anderson-Darling statistic = A2       :    0.41
+p-value of test                       :    0.84
+
+
+-----------------------------------------------
+CPU time used                    :  00:03:37.45
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_MaxOft test:
+-----------------------------------------------
+   N = 30,  n = 10000000,  r =  0,   d = 100000,   t = 16
+
+      Number of categories = 100000
+      Expected number per category  = 100.00
+
+
+-----------------------------------------------
+Test results for chi2 with 99999 degrees of freedom:
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.17
+p-value of test                       :    0.16
+
+Kolmogorov-Smirnov- statistic = D-    :   0.046
+p-value of test                       :    0.85
+
+Anderson-Darling statistic = A2       :    1.92
+p-value of test                       :    0.10
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 2999970
+Chi-square statistic                  : 3.00e+6
+p-value of test                       :    0.90
+
+
+-----------------------------------------------
+Test results for Anderson-Darling:
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.11
+p-value of test                       :    0.42
+
+Kolmogorov-Smirnov- statistic = D-    :    0.12
+p-value of test                       :    0.41
+
+Anderson-Darling statistic = A2       :    0.47
+p-value of test                       :    0.78
+
+
+-----------------------------------------------
+CPU time used                    :  00:03:19.64
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_MaxOft test:
+-----------------------------------------------
+   N = 20,  n = 10000000,  r =  0,   d = 100000,   t = 24
+
+      Number of categories = 100000
+      Expected number per category  = 100.00
+
+
+-----------------------------------------------
+Test results for chi2 with 99999 degrees of freedom:
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.076
+p-value of test                       :    0.76
+
+Kolmogorov-Smirnov- statistic = D-    :   0.090
+p-value of test                       :    0.68
+
+Anderson-Darling statistic = A2       :    0.20
+p-value of test                       :    0.9911
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 1999980
+Chi-square statistic                  : 2.00e+6
+p-value of test                       :    0.39
+
+
+-----------------------------------------------
+Test results for Anderson-Darling:
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.19
+p-value of test                       :    0.22
+
+Kolmogorov-Smirnov- statistic = D-    :   0.048
+p-value of test                       :    0.88
+
+Anderson-Darling statistic = A2       :    0.68
+p-value of test                       :    0.57
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:37.46
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_MaxOft test:
+-----------------------------------------------
+   N = 20,  n = 10000000,  r =  0,   d = 100000,   t = 32
+
+      Number of categories = 100000
+      Expected number per category  = 100.00
+
+
+-----------------------------------------------
+Test results for chi2 with 99999 degrees of freedom:
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.17
+p-value of test                       :    0.28
+
+Kolmogorov-Smirnov- statistic = D-    :   0.022
+p-value of test                       :    0.97
+
+Anderson-Darling statistic = A2       :    0.71
+p-value of test                       :    0.55
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 1999980
+Chi-square statistic                  : 2.00e+6
+p-value of test                       :    0.87
+
+
+-----------------------------------------------
+Test results for Anderson-Darling:
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.21
+p-value of test                       :    0.15
+
+Kolmogorov-Smirnov- statistic = D-    : 6.00e-3
+p-value of test                       :    0.9933
+
+Anderson-Darling statistic = A2       :    1.39
+p-value of test                       :    0.20
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:50.90
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleProd test:
+-----------------------------------------------
+   N = 40,  n = 10000000,  r =  0,   t = 8
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.11
+p-value of test                       :    0.36
+
+Kolmogorov-Smirnov- statistic = D-    :   0.082
+p-value of test                       :    0.55
+
+Anderson-Darling statistic = A2       :    0.39
+p-value of test                       :    0.86
+
+-----------------------------------------------
+CPU time used                    :  00:02:27.52
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleProd test:
+-----------------------------------------------
+   N = 20,  n = 10000000,  r =  0,   t = 16
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.13
+p-value of test                       :    0.46
+
+Kolmogorov-Smirnov- statistic = D-    :   0.089
+p-value of test                       :    0.69
+
+Anderson-Darling statistic = A2       :    0.82
+p-value of test                       :    0.46
+
+-----------------------------------------------
+CPU time used                    :  00:01:44.00
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleProd test:
+-----------------------------------------------
+   N = 20,  n = 10000000,  r =  0,   t = 24
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.12
+p-value of test                       :    0.51
+
+Kolmogorov-Smirnov- statistic = D-    :   0.056
+p-value of test                       :    0.85
+
+Anderson-Darling statistic = A2       :    0.33
+p-value of test                       :    0.91
+
+-----------------------------------------------
+CPU time used                    :  00:02:16.54
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleMean test:
+-----------------------------------------------
+   N = 20000000,  n = 30,  r =  0
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    : 9.33e-5
+p-value of test                       :    0.71
+
+Kolmogorov-Smirnov- statistic = D-    : 1.56e-4
+p-value of test                       :    0.38
+
+Anderson-Darling statistic = A2       :    0.53
+p-value of test                       :    0.72
+
+-----------------------------------------------
+CPU time used                    :  00:00:33.12
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleMean test:
+-----------------------------------------------
+   N = 20000000,  n = 30,  r = 10
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    : 2.10e-4
+p-value of test                       :    0.17
+
+Kolmogorov-Smirnov- statistic = D-    : 8.75e-5
+p-value of test                       :    0.74
+
+Anderson-Darling statistic = A2       :    1.42
+p-value of test                       :    0.20
+
+-----------------------------------------------
+CPU time used                    :  00:00:34.40
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleCorr test:
+-----------------------------------------------
+   N =  1,  n = 2000000000,  r =  0,   k = 1
+
+
+-----------------------------------------------
+Normal statistic                      :   -0.97
+p-value of test                       :    0.83
+
+-----------------------------------------------
+CPU time used                    :  00:00:32.85
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleCorr test:
+-----------------------------------------------
+   N =  1,  n = 2000000000,  r =  0,   k = 2
+
+
+-----------------------------------------------
+Normal statistic                      :   -0.61
+p-value of test                       :    0.73
+
+-----------------------------------------------
+CPU time used                    :  00:00:33.28
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_AppearanceSpacings test:
+-----------------------------------------------
+   N =  1,   Q = 10000000,   K = 1000000000,   r = 0,   s = 3,   L = 15
+
+   Sequences of n = (K + Q)L =  15150000000 bits
+   Q = 10000000 initialization blocks
+   K = 1000000000 blocks for the test
+   the blocks have L = 15 bits
+
+
+
+-----------------------------------------------
+Normal statistic                      :   0.058
+p-value of test                       :    0.48
+
+-----------------------------------------------
+CPU time used                    :  00:02:02.30
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_AppearanceSpacings test:
+-----------------------------------------------
+   N =  1,   Q = 10000000,   K = 1000000000,   r = 27,   s = 3,   L = 15
+
+   Sequences of n = (K + Q)L =  15150000000 bits
+   Q = 10000000 initialization blocks
+   K = 1000000000 blocks for the test
+   the blocks have L = 15 bits
+
+
+
+-----------------------------------------------
+Normal statistic                      :   -2.03
+p-value of test                       :    0.98
+
+-----------------------------------------------
+CPU time used                    :  00:02:10.29
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r =  0,  k = 256,  Alpha =      0,  Beta =   0.25
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   67
+Chi-square statistic                  :   53.34
+p-value of test                       :    0.89
+
+-----------------------------------------------
+CPU time used                    :  00:01:27.64
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r = 20,  k = 256,  Alpha =      0,  Beta =   0.25
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   67
+Chi-square statistic                  :   72.55
+p-value of test                       :    0.30
+
+-----------------------------------------------
+CPU time used                    :  00:01:47.19
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r = 28,  k = 256,  Alpha =      0,  Beta =   0.25
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   67
+Chi-square statistic                  :   60.68
+p-value of test                       :    0.69
+
+-----------------------------------------------
+CPU time used                    :  00:01:46.14
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r =  0,  k = 256,  Alpha =      0,  Beta = 0.0625
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   37
+Chi-square statistic                  :   41.80
+p-value of test                       :    0.27
+
+-----------------------------------------------
+CPU time used                    :  00:01:26.29
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r = 10,  k = 256,  Alpha =      0,  Beta = 0.0625
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   37
+Chi-square statistic                  :   40.63
+p-value of test                       :    0.31
+
+-----------------------------------------------
+CPU time used                    :  00:01:49.32
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r = 26,  k = 256,  Alpha =      0,  Beta = 0.0625
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   37
+Chi-square statistic                  :   31.06
+p-value of test                       :    0.74
+
+-----------------------------------------------
+CPU time used                    :  00:01:47.82
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SumCollector test:
+-----------------------------------------------
+   N =  1,  n = 500000000,  r =  0,   g = 10
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   29
+Chi-square statistic                  :   15.80
+p-value of test                       :    0.98
+
+-----------------------------------------------
+CPU time used                    :  00:02:50.28
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N = 10,  n = 1000000,  r =  0,    s = 5,    L = 30,    k = 30
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.13
+p-value of test                       :    0.66
+
+Kolmogorov-Smirnov- statistic = D-    :    0.17
+p-value of test                       :    0.51
+
+Anderson-Darling statistic = A2       :    0.43
+p-value of test                       :    0.82
+
+Test on the sum of all N observations
+Number of degrees of freedom          :   40
+Chi-square statistic                  :   44.26
+p-value of test                       :    0.30
+
+-----------------------------------------------
+CPU time used                    :  00:01:23.75
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N = 10,  n = 1000000,  r = 25,    s = 5,    L = 30,    k = 30
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.29
+p-value of test                       :    0.16
+
+Kolmogorov-Smirnov- statistic = D-    :   0.094
+p-value of test                       :    0.79
+
+Anderson-Darling statistic = A2       :    0.77
+p-value of test                       :    0.50
+
+Test on the sum of all N observations
+Number of degrees of freedom          :   40
+Chi-square statistic                  :   35.26
+p-value of test                       :    0.68
+
+-----------------------------------------------
+CPU time used                    :  00:01:22.70
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N =  1,  n = 5000,  r =  0,    s = 4,    L = 1000,    k = 1000
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    3
+Chi-square statistic                  :    0.92
+p-value of test                       :    0.82
+
+-----------------------------------------------
+CPU time used                    :  00:02:13.22
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N =  1,  n = 5000,  r = 26,    s = 4,    L = 1000,    k = 1000
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    3
+Chi-square statistic                  :    0.44
+p-value of test                       :    0.93
+
+-----------------------------------------------
+CPU time used                    :  00:02:14.30
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N =  1,  n = 80,  r = 15,    s = 15,    L = 5000,    k = 5000
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    2
+Chi-square statistic                  :    8.44
+p-value of test                       :    0.01
+
+-----------------------------------------------
+CPU time used                    :  00:01:45.36
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N =  1,  n = 80,  r =  0,    s = 30,    L = 5000,    k = 5000
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    2
+Chi-square statistic                  :   0.075
+p-value of test                       :    0.96
+
+-----------------------------------------------
+CPU time used                    :  00:01:17.71
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_Savir2 test:
+-----------------------------------------------
+   N = 10,  n = 10000000,  r = 10,    m = 1048576,    t = 30
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.17
+p-value of test                       :    0.52
+
+Kolmogorov-Smirnov- statistic = D-    :    0.10
+p-value of test                       :    0.75
+
+Anderson-Darling statistic = A2       :    0.41
+p-value of test                       :    0.83
+
+Test on the sum of all N observations
+Number of degrees of freedom          :  130
+Chi-square statistic                  :  121.26
+p-value of test                       :    0.70
+
+-----------------------------------------------
+CPU time used                    :  00:01:02.44
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_GCD test:
+-----------------------------------------------
+   N = 10,  n = 50000000,  r =  0,   s = 30
+
+
+-----------------------------------------------
+Test results for GCD values:
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.22
+p-value of test                       :    0.34
+
+Kolmogorov-Smirnov- statistic = D-    :    0.10
+p-value of test                       :    0.75
+
+Anderson-Darling statistic = A2       :    1.01
+p-value of test                       :    0.35
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 17430
+Chi-square statistic                  :17261.57
+p-value of test                       :    0.82
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:53.25
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r =  0,   s = 5,   L0 =   50,   L1 =   50
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :   36
+ChiSquare statistic                   :   36.31
+p-value of test                       :    0.45
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :   35
+ChiSquare statistic                   :   40.17
+p-value of test                       :    0.25
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          :   25
+ChiSquare statistic                   :   17.01
+p-value of test                       :    0.88
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :   24
+ChiSquare statistic                   :   25.86
+p-value of test                       :    0.36
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :   17
+ChiSquare statistic                   :    8.85
+p-value of test                       :    0.94
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:49.94
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r = 25,   s = 5,   L0 =   50,   L1 =   50
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :   36
+ChiSquare statistic                   :   40.36
+p-value of test                       :    0.28
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :   35
+ChiSquare statistic                   :   32.71
+p-value of test                       :    0.58
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          :   25
+ChiSquare statistic                   :   30.92
+p-value of test                       :    0.19
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :   24
+ChiSquare statistic                   :   30.46
+p-value of test                       :    0.17
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :   17
+ChiSquare statistic                   :   20.38
+p-value of test                       :    0.26
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:49.67
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 10000000,  r =  0,   s = 10,   L0 = 1000,   L1 = 1000
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :  146
+ChiSquare statistic                   :  152.34
+p-value of test                       :    0.34
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :  146
+ChiSquare statistic                   :  146.64
+p-value of test                       :    0.47
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          :  500
+ChiSquare statistic                   :  485.96
+p-value of test                       :    0.67
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :  136
+ChiSquare statistic                   :  119.14
+p-value of test                       :    0.85
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :   74
+ChiSquare statistic                   :   89.54
+p-value of test                       :    0.11
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:57.80
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 10000000,  r = 20,   s = 10,   L0 = 1000,   L1 = 1000
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :  146
+ChiSquare statistic                   :  158.32
+p-value of test                       :    0.23
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :  146
+ChiSquare statistic                   :  148.11
+p-value of test                       :    0.44
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          :  500
+ChiSquare statistic                   :  528.27
+p-value of test                       :    0.18
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :  136
+ChiSquare statistic                   :  147.90
+p-value of test                       :    0.23
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :   74
+ChiSquare statistic                   :   58.15
+p-value of test                       :    0.91
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:00.68
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 1000000,  r =  0,   s = 15,   L0 = 10000,   L1 = 10000
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :  384
+ChiSquare statistic                   :  385.21
+p-value of test                       :    0.47
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :  384
+ChiSquare statistic                   :  414.46
+p-value of test                       :    0.14
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          : 5000
+ChiSquare statistic                   : 4899.73
+p-value of test                       :    0.84
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :  378
+ChiSquare statistic                   :  387.27
+p-value of test                       :    0.36
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :  200
+ChiSquare statistic                   :  167.62
+p-value of test                       :    0.95
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:50.62
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 1000000,  r = 15,   s = 15,   L0 = 10000,   L1 = 10000
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :  384
+ChiSquare statistic                   :  388.74
+p-value of test                       :    0.42
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :  384
+ChiSquare statistic                   :  417.69
+p-value of test                       :    0.11
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          : 5000
+ChiSquare statistic                   : 4995.52
+p-value of test                       :    0.52
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :  378
+ChiSquare statistic                   :  346.93
+p-value of test                       :    0.87
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :  200
+ChiSquare statistic                   :  252.49
+p-value of test                       :  7.0e-3
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:48.98
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+scomp_LinearComp test:
+-----------------------------------------------
+   N =  1,  n = 400020,  r =  0,    s = 1
+
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   12
+Chi2 statistic for size of jumps      :   14.40
+p-value of test                       :    0.28
+
+
+-----------------------------------------------
+Normal statistic for number of jumps  :   -0.82
+p-value of test                       :    0.80
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:22.64
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+scomp_LinearComp test:
+-----------------------------------------------
+   N =  1,  n = 400020,  r = 29,    s = 1
+
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   12
+Chi2 statistic for size of jumps      :   10.34
+p-value of test                       :    0.59
+
+
+-----------------------------------------------
+Normal statistic for number of jumps  :   -0.48
+p-value of test                       :    0.68
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:23.01
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+scomp_LempelZiv test:
+-----------------------------------------------
+   N = 10,  n = 134217728,  r =  0,   s =   30,   k =   27
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.30
+p-value of test                       :    0.14
+
+Kolmogorov-Smirnov- statistic = D-    :    0.11
+p-value of test                       :    0.72
+
+Anderson-Darling statistic = A2       :    1.05
+p-value of test                       :    0.33
+
+Tests on the sum of all N observations
+Standardized normal statistic         :   -0.62
+p-value of test                       :    0.73
+
+Sample variance                       :    1.75
+p-value of test                       :    0.07
+
+-----------------------------------------------
+CPU time used                    :  00:00:56.22
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+scomp_LempelZiv test:
+-----------------------------------------------
+   N = 10,  n = 134217728,  r = 15,   s =   15,   k =   27
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.29
+p-value of test                       :    0.16
+
+Kolmogorov-Smirnov- statistic = D-    :    0.13
+p-value of test                       :    0.64
+
+Anderson-Darling statistic = A2       :    1.33
+p-value of test                       :    0.22
+
+Tests on the sum of all N observations
+Standardized normal statistic         :   -0.82
+p-value of test                       :    0.79
+
+Sample variance                       :    1.82
+p-value of test                       :    0.06
+
+-----------------------------------------------
+CPU time used                    :  00:00:57.92
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sspectral_Fourier3 test:
+-----------------------------------------------
+   N = 100000,  n = 16384,  r =  0,   s =    3,   k =   14
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    : 9.55e-3
+p-value of test                       :    0.47
+
+Kolmogorov-Smirnov- statistic = D-    :   0.014
+p-value of test                       :    0.19
+
+Anderson-Darling statistic = A2       :    1.27
+p-value of test                       :    0.24
+
+-----------------------------------------------
+CPU time used                    :  00:00:47.96
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sspectral_Fourier3 test:
+-----------------------------------------------
+   N = 100000,  n = 16384,  r = 27,   s =    3,   k =   14
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.018
+p-value of test                       :    0.07
+
+Kolmogorov-Smirnov- statistic = D-    : 5.28e-3
+p-value of test                       :    0.79
+
+Anderson-Darling statistic = A2       :    1.31
+p-value of test                       :    0.23
+
+-----------------------------------------------
+CPU time used                    :  00:00:46.95
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_LongestHeadRun test:
+-----------------------------------------------
+   N =  1,  n = 1000,  r =  0,   s = 3,   L = 10000020
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    8
+Chi-square statistic                  :    3.99
+p-value of test                       :    0.86
+
+-----------------------------------------------
+Global longest run of 1               :   34.00
+p-value of test                       :    0.25
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:43.15
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_LongestHeadRun test:
+-----------------------------------------------
+   N =  1,  n = 1000,  r = 27,   s = 3,   L = 10000020
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    8
+Chi-square statistic                  :   11.72
+p-value of test                       :    0.16
+
+-----------------------------------------------
+Global longest run of 1               :   32.00
+p-value of test                       :    0.50
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:50.20
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_PeriodsInStrings test:
+-----------------------------------------------
+   N = 10,  n = 500000000,  r =  0,   s =   10
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.14
+p-value of test                       :    0.64
+
+Kolmogorov-Smirnov- statistic = D-    :    0.21
+p-value of test                       :    0.35
+
+Anderson-Darling statistic = A2       :    0.53
+p-value of test                       :    0.71
+
+Test on the sum of all N observations
+Number of degrees of freedom          :  200
+Chi-square statistic                  :  203.54
+p-value of test                       :    0.42
+
+-----------------------------------------------
+CPU time used                    :  00:03:02.27
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_PeriodsInStrings test:
+-----------------------------------------------
+   N = 10,  n = 500000000,  r = 20,   s =   10
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.22
+p-value of test                       :    0.34
+
+Kolmogorov-Smirnov- statistic = D-    :    0.28
+p-value of test                       :    0.18
+
+Anderson-Darling statistic = A2       :    0.84
+p-value of test                       :    0.45
+
+Test on the sum of all N observations
+Number of degrees of freedom          :  200
+Chi-square statistic                  :  205.45
+p-value of test                       :    0.38
+
+-----------------------------------------------
+CPU time used                    :  00:03:04.62
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingWeight2 test:
+-----------------------------------------------
+   N = 10,  n = 1000000000,  r =  0,   s = 3,   L = 1000000
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.14
+p-value of test                       :    0.63
+
+Kolmogorov-Smirnov- statistic = D-    :    0.27
+p-value of test                       :    0.19
+
+Anderson-Darling statistic = A2       :    0.64
+p-value of test                       :    0.60
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 10000
+Chi-square statistic                  : 9987.48
+p-value of test                       :    0.53
+
+-----------------------------------------------
+CPU time used                    :  00:01:09.18
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingWeight2 test:
+-----------------------------------------------
+   N = 10,  n = 1000000000,  r = 27,   s = 3,   L = 1000000
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.26
+p-value of test                       :    0.23
+
+Kolmogorov-Smirnov- statistic = D-    :    0.21
+p-value of test                       :    0.38
+
+Anderson-Darling statistic = A2       :    0.83
+p-value of test                       :    0.46
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 10000
+Chi-square statistic                  : 9948.67
+p-value of test                       :    0.64
+
+-----------------------------------------------
+CPU time used                    :  00:01:12.25
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingCorr test:
+-----------------------------------------------
+   N =  1,  n = 1000000000,  r = 10,   s = 10,   L = 30
+
+
+
+-----------------------------------------------
+Normal statistic                      :   -0.24
+p-value of test                       :    0.60
+
+-----------------------------------------------
+CPU time used                    :  00:01:24.43
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingCorr test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r = 10,   s = 10,   L = 300
+
+
+
+-----------------------------------------------
+Normal statistic                      :   -0.61
+p-value of test                       :    0.73
+
+-----------------------------------------------
+CPU time used                    :  00:01:19.27
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingCorr test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r = 10,   s = 10,   L = 1200
+
+
+
+-----------------------------------------------
+Normal statistic                      :   -0.49
+p-value of test                       :    0.69
+
+-----------------------------------------------
+CPU time used                    :  00:05:22.95
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N = 10,  n = 30000000,  r =  0,   s = 3,   L = 30,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.33
+p-value of test                       :    0.10
+
+Kolmogorov-Smirnov- statistic = D-    :   0.053
+p-value of test                       :    0.92
+
+Anderson-Darling statistic = A2       :    1.02
+p-value of test                       :    0.34
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 4890
+Chi-square statistic                  : 4781.51
+p-value of test                       :    0.86
+
+-----------------------------------------------
+CPU time used                    :  00:02:16.55
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N = 10,  n = 30000000,  r = 27,   s = 3,   L = 30,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.19
+p-value of test                       :    0.42
+
+Kolmogorov-Smirnov- statistic = D-    :   0.089
+p-value of test                       :    0.81
+
+Anderson-Darling statistic = A2       :    0.59
+p-value of test                       :    0.66
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 4890
+Chi-square statistic                  : 4835.39
+p-value of test                       :    0.71
+
+-----------------------------------------------
+CPU time used                    :  00:02:22.37
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N =  1,  n = 30000000,  r =  0,   s = 4,   L = 300,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+Number of degrees of freedom          : 4117
+Chi-square statistic                  : 4176.19
+p-value of test                       :    0.26
+
+-----------------------------------------------
+CPU time used                    :  00:01:39.75
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N =  1,  n = 30000000,  r = 26,   s = 4,   L = 300,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+Number of degrees of freedom          : 4117
+Chi-square statistic                  : 4150.42
+p-value of test                       :    0.35
+
+-----------------------------------------------
+CPU time used                    :  00:01:42.73
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N =  1,  n = 10000000,  r =  0,   s = 5,   L = 1200,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+Number of degrees of freedom          : 11825
+Chi-square statistic                  :11905.77
+p-value of test                       :    0.30
+
+-----------------------------------------------
+CPU time used                    :  00:01:47.45
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N =  1,  n = 10000000,  r = 25,   s = 5,   L = 1200,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+Number of degrees of freedom          : 11825
+Chi-square statistic                  :11957.74
+p-value of test                       :    0.19
+
+-----------------------------------------------
+CPU time used                    :  00:01:53.92
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_Run test:
+-----------------------------------------------
+   N =  1,  n = 2000000000,  r =  0,   s =    3
+
+
+-----------------------------------------------
+Total number of 1 runs:  2000000000
+
+Number of degrees of freedom          :   54
+Chi2 statistic for number of runs     :   42.15
+p-value of test                       :    0.88
+
+
+-----------------------------------------------
+Total number of bits:  8000092179
+
+Normal statistic for number of bits   :    0.73
+p-value of test                       :    0.23
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:24.55
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_Run test:
+-----------------------------------------------
+   N =  1,  n = 2000000000,  r = 27,   s =    3
+
+
+-----------------------------------------------
+Total number of 1 runs:  2000000000
+
+Number of degrees of freedom          :   54
+Chi2 statistic for number of runs     :   54.85
+p-value of test                       :    0.44
+
+
+-----------------------------------------------
+Total number of bits:  7999985307
+
+Normal statistic for number of bits   :   -0.12
+p-value of test                       :    0.55
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:25.57
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_AutoCor test:
+-----------------------------------------------
+   N = 10,  n = 1000000030,  r =  0,   s = 3,   d = 1
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.16
+p-value of test                       :    0.54
+
+Kolmogorov-Smirnov- statistic = D-    :    0.24
+p-value of test                       :    0.27
+
+Anderson-Darling statistic = A2       :    0.64
+p-value of test                       :    0.61
+
+Tests on the sum of all N observations
+Standardized normal statistic         :    0.31
+p-value of test                       :    0.38
+
+Sample variance                       :    1.00
+p-value of test                       :    0.44
+
+-----------------------------------------------
+CPU time used                    :  00:02:49.95
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_AutoCor test:
+-----------------------------------------------
+   N = 10,  n = 1000000029,  r =  0,   s = 3,   d = 3
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.11
+p-value of test                       :    0.73
+
+Kolmogorov-Smirnov- statistic = D-    :    0.17
+p-value of test                       :    0.49
+
+Anderson-Darling statistic = A2       :    0.50
+p-value of test                       :    0.74
+
+Tests on the sum of all N observations
+Standardized normal statistic         :    0.38
+p-value of test                       :    0.35
+
+Sample variance                       :    1.40
+p-value of test                       :    0.18
+
+-----------------------------------------------
+CPU time used                    :  00:02:34.36
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_AutoCor test:
+-----------------------------------------------
+   N = 10,  n = 1000000030,  r = 27,   s = 3,   d = 1
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.24
+p-value of test                       :    0.28
+
+Kolmogorov-Smirnov- statistic = D-    :    0.18
+p-value of test                       :    0.48
+
+Anderson-Darling statistic = A2       :    0.61
+p-value of test                       :    0.64
+
+Tests on the sum of all N observations
+Standardized normal statistic         :   -0.54
+p-value of test                       :    0.71
+
+Sample variance                       :    0.70
+p-value of test                       :    0.71
+
+-----------------------------------------------
+CPU time used                    :  00:02:56.88
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_AutoCor test:
+-----------------------------------------------
+   N = 10,  n = 1000000029,  r = 27,   s = 3,   d = 3
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.26
+p-value of test                       :    0.22
+
+Kolmogorov-Smirnov- statistic = D-    :   0.033
+p-value of test                       :    0.96
+
+Anderson-Darling statistic = A2       :    1.26
+p-value of test                       :    0.25
+
+Tests on the sum of all N observations
+Standardized normal statistic         :   -1.43
+p-value of test                       :    0.92
+
+Sample variance                       :    0.78
+p-value of test                       :    0.64
+
+-----------------------------------------------
+CPU time used                    :  00:02:26.52
+
+Generator state:
+N/A
+
+
+
+
+========= Summary results of BigCrush =========
+
+ Version:          TestU01 1.2.3
+ Generator:        stdin
+ Number of statistics:  160
+ Total CPU time:   04:42:45.25
+
+ All tests were passed
+
+
+
+# 
+# Test duration: 1362.1442987804169 minutes
+# 
diff --git a/src/site/resources/txt/userguide/rng/stress/tu/run_2/tu_13 b/src/site/resources/txt/userguide/rng/stress/tu/run_2/tu_13
new file mode 100644
index 000000000..5f00b9642
--- /dev/null
+++ b/src/site/resources/txt/userguide/rng/stress/tu/run_2/tu_13
@@ -0,0 +1,3795 @@
+# 
+# RNG: org.apache.commons.math4.rng.internal.source64.TwoCmres (Cmres: [0xedce446814d3b3d9L, 33, 330658535] + Cmres: [0xc5b3cf786c806df7L, 33, 331932042])
+# 
+# Java: 1.8.0_66
+# Runtime: 1.8.0_66-b17
+# JVM: Java HotSpot(TM) 64-Bit Server VM 25.66-b17
+# OS: Linux 3.16.0-4-amd64 amd64
+# 
+# Analyzer: ../stdin2testu01 BigCrush 
+# 
+xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
+                 Starting BigCrush
+                 Version: TestU01 1.2.3
+xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
+
+
+***********************************************************
+Test smarsa_SerialOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N =  1,  n = 1000000000,  r =  0,   d =  256,   t =  3,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =           16777216
+       Expected number per cell =   59.604645
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =   0.0083558402,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          : 16711680
+Value of the statistic                : 1.67e+7
+p-value of test                       :    0.84
+
+
+-----------------------------------------------
+CPU time used                    :  00:03:06.34
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_SerialOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N =  1,  n = 1000000000,  r = 22,   d =  256,   t =  3,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =           16777216
+       Expected number per cell =   59.604645
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =   0.0083558402,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          : 16711680
+Value of the statistic                : 1.67e+7
+p-value of test                       :    0.89
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:55.87
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  0,   d = 2097152,   t =  2,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1370
+p-value of test                       :    0.44
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334490
+  j =  1                              :        599997260
+  j =  2                              :             1370
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:05:36.64
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  9,   d = 2097152,   t =  2,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1361
+p-value of test                       :    0.53
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334481
+  j =  1                              :        599997278
+  j =  2                              :             1361
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:05:03.62
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  0,   d = 16384,   t =  3,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1339
+p-value of test                       :    0.75
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334459
+  j =  1                              :        599997322
+  j =  2                              :             1339
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:07:55.20
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r = 16,   d = 16384,   t =  3,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1368
+p-value of test                       :    0.46
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334488
+  j =  1                              :        599997264
+  j =  2                              :             1368
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:06:38.56
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  0,   d =   64,   t =  7,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1376
+p-value of test                       :    0.38
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334496
+  j =  1                              :        599997248
+  j =  2                              :             1376
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:07:14.90
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r = 24,   d =   64,   t =  7,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1407
+p-value of test                       :    0.13
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334527
+  j =  1                              :        599997186
+  j =  2                              :             1407
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:06:27.09
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  0,   d =    8,   t = 14,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1364
+p-value of test                       :    0.50
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334484
+  j =  1                              :        599997272
+  j =  2                              :             1364
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:07:00.32
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r = 27,   d =    8,   t = 14,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1411
+p-value of test                       :    0.11
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334531
+  j =  1                              :        599997178
+  j =  2                              :             1411
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:07:32.71
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  0,   d =    4,   t = 21,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1414
+p-value of test                       :    0.09
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334534
+  j =  1                              :        599997172
+  j =  2                              :             1414
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:05:59.82
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r = 28,   d =    4,   t = 21,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1344
+p-value of test                       :    0.70
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334464
+  j =  1                              :        599997312
+  j =  2                              :             1344
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:07:32.36
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 100,  n = 10000000,  r =  0,    d = 2147483648,    t = 2,    p = 1
+
+
+      Number of cells = d^t = 4611686018427387904
+      Lambda = Poisson mean =      54.2101
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    5421.01
+Total observed number                 :    5376
+p-value of test                       :    0.73
+
+
+-----------------------------------------------
+CPU time used                    :  00:05:14.64
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 20000000,  r =  0,    d = 2097152,    t = 3,    p = 1
+
+
+      Number of cells = d^t = 9223372036854775808
+      Lambda = Poisson mean =     216.8404
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    4336.81
+Total observed number                 :    4141
+p-value of test                       :    0.9986
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:18.63
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 30000000,  r = 14,    d = 65536,    t = 4,    p = 1
+
+
+      Number of cells = d^t = 18446744073709551616
+      Lambda = Poisson mean =     365.9182
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    7318.36
+Total observed number                 :    7327
+p-value of test                       :    0.46
+
+
+-----------------------------------------------
+CPU time used                    :  00:03:56.06
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 20000000,  r =  0,    d = 512,    t = 7,    p = 1
+
+
+      Number of cells = d^t = 9223372036854775808
+      Lambda = Poisson mean =     216.8404
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    4336.81
+Total observed number                 :    4375
+p-value of test                       :    0.28
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:52.60
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 20000000,  r =  7,    d = 512,    t = 7,    p = 1
+
+
+      Number of cells = d^t = 9223372036854775808
+      Lambda = Poisson mean =     216.8404
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    4336.81
+Total observed number                 :    4444
+p-value of test                       :    0.05
+
+
+-----------------------------------------------
+CPU time used                    :  00:03:00.26
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 30000000,  r = 14,    d = 256,    t = 8,    p = 1
+
+
+      Number of cells = d^t = 18446744073709551616
+      Lambda = Poisson mean =     365.9182
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    7318.36
+Total observed number                 :    7440
+p-value of test                       :    0.08
+
+
+-----------------------------------------------
+CPU time used                    :  00:04:23.22
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 30000000,  r = 22,    d = 256,    t = 8,    p = 1
+
+
+      Number of cells = d^t = 18446744073709551616
+      Lambda = Poisson mean =     365.9182
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    7318.36
+Total observed number                 :    7403
+p-value of test                       :    0.16
+
+
+-----------------------------------------------
+CPU time used                    :  00:04:07.19
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 30000000,  r =  0,    d = 16,    t = 16,    p = 1
+
+
+      Number of cells = d^t = 18446744073709551616
+      Lambda = Poisson mean =     365.9182
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    7318.36
+Total observed number                 :    7415
+p-value of test                       :    0.13
+
+
+-----------------------------------------------
+CPU time used                    :  00:05:23.31
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 30000000,  r = 26,    d = 16,    t = 16,    p = 1
+
+
+      Number of cells = d^t = 18446744073709551616
+      Lambda = Poisson mean =     365.9182
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    7318.36
+Total observed number                 :    7333
+p-value of test                       :    0.43
+
+
+-----------------------------------------------
+CPU time used                    :  00:05:49.56
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+snpair_ClosePairs test:
+-----------------------------------------------
+   N = 30,  n = 6000000,  r =  0,  t = 3,  p = 0,  m = 30,  Torus =  TRUE
+
+
+---------------------------------------
+Test based on the 2 nearest points (NP):
+
+Stat. AD on the N values (NP)         :    1.14
+p-value of test                       :    0.29
+
+
+A2 test based on the spacings between the
+   successive jump times of process Y_n(t):
+
+A2 test on the values of A2 (m-NP)    :    0.74
+p-value of test                       :    0.52
+
+Test on the Nm values of W_{n,i}(mNP1):    0.98
+p-value of test                       :    0.37
+
+Test on the jump times of Y
+   (superposition of Yn):
+
+Expected number of jumps of Y = mN    :     900
+Number of jumps of Y                  :     915
+p-value of test                       :    0.31
+
+Stat. AD (mNP2)                       :    0.91
+p-value of test                       :    0.41
+
+Stat. AD after spacings (mNP2-S)      :    0.70
+p-value of test                       :    0.56
+
+-----------------------------------------------
+CPU time used                    :  00:03:18.84
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+snpair_ClosePairs test:
+-----------------------------------------------
+   N = 20,  n = 4000000,  r =  0,  t = 5,  p = 0,  m = 30,  Torus =  TRUE
+
+
+---------------------------------------
+Test based on the 2 nearest points (NP):
+
+Stat. AD on the N values (NP)         :    0.96
+p-value of test                       :    0.38
+
+
+A2 test based on the spacings between the
+   successive jump times of process Y_n(t):
+
+A2 test on the values of A2 (m-NP)    :    0.92
+p-value of test                       :    0.40
+
+Test on the Nm values of W_{n,i}(mNP1):    0.40
+p-value of test                       :    0.85
+
+Test on the jump times of Y
+   (superposition of Yn):
+
+Expected number of jumps of Y = mN    :     600
+Number of jumps of Y                  :     591
+p-value of test                       :    0.63
+
+Stat. AD (mNP2)                       :    0.94
+p-value of test                       :    0.39
+
+Stat. AD after spacings (mNP2-S)      :    1.24
+p-value of test                       :    0.25
+
+-----------------------------------------------
+CPU time used                    :  00:02:02.92
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+snpair_ClosePairs test:
+-----------------------------------------------
+   N = 10,  n = 3000000,  r =  0,  t = 9,  p = 0,  m = 30,  Torus =  TRUE
+
+
+---------------------------------------
+Test based on the 2 nearest points (NP):
+
+Stat. AD on the N values (NP)         :    2.17
+p-value of test                       :    0.08
+
+
+A2 test based on the spacings between the
+   successive jump times of process Y_n(t):
+
+A2 test on the values of A2 (m-NP)    :    0.96
+p-value of test                       :    0.38
+
+Test on the Nm values of W_{n,i}(mNP1):    0.35
+p-value of test                       :    0.90
+
+Test on the jump times of Y
+   (superposition of Yn):
+
+Expected number of jumps of Y = mN    :     300
+Number of jumps of Y                  :     301
+p-value of test                       :    0.48
+
+Stat. AD (mNP2)                       :    3.46
+p-value of test                       :    0.02
+
+Stat. AD after spacings (mNP2-S)      :    0.74
+p-value of test                       :    0.53
+
+-----------------------------------------------
+CPU time used                    :  00:03:11.42
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+snpair_ClosePairs test:
+-----------------------------------------------
+   N =  5,  n = 2000000,  r =  0,  t = 16,  p = 0,  m = 30,  Torus =  TRUE
+
+
+---------------------------------------
+Test based on the 2 nearest points (NP):
+
+Stat. AD on the N values (NP)         :    1.09
+p-value of test                       :    0.31
+
+
+A2 test based on the spacings between the
+   successive jump times of process Y_n(t):
+
+A2 test on the values of A2 (m-NP)    :    1.38
+p-value of test                       :    0.21
+
+Test on the Nm values of W_{n,i}(mNP1):    0.29
+p-value of test                       :    0.94
+
+Test on the jump times of Y
+   (superposition of Yn):
+
+Expected number of jumps of Y = mN    :     150
+Number of jumps of Y                  :     146
+p-value of test                       :    0.61
+
+Stat. AD (mNP2)                       :    1.13
+p-value of test                       :    0.29
+
+Stat. AD after spacings (mNP2-S)      :    1.20
+p-value of test                       :    0.27
+
+-----------------------------------------------
+CPU time used                    :  00:03:31.68
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_SimpPoker test:
+-----------------------------------------------
+   N =  1,  n = 400000000,  r =  0,   d =    8,   k =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    7
+Chi-square statistic                  :    9.83
+p-value of test                       :    0.20
+
+-----------------------------------------------
+CPU time used                    :  00:01:19.02
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_SimpPoker test:
+-----------------------------------------------
+   N =  1,  n = 400000000,  r = 27,   d =    8,   k =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    7
+Chi-square statistic                  :    2.31
+p-value of test                       :    0.94
+
+-----------------------------------------------
+CPU time used                    :  00:01:34.59
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_SimpPoker test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r =  0,   d =   32,   k =   32
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   18
+Chi-square statistic                  :   25.18
+p-value of test                       :    0.12
+
+-----------------------------------------------
+CPU time used                    :  00:01:20.76
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_SimpPoker test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r = 25,   d =   32,   k =   32
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   18
+Chi-square statistic                  :   10.90
+p-value of test                       :    0.90
+
+-----------------------------------------------
+CPU time used                    :  00:01:35.32
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_CouponCollector test:
+-----------------------------------------------
+   N =  1,  n = 200000000,  r =  0,   d =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   54
+Chi-square statistic                  :   46.40
+p-value of test                       :    0.76
+
+-----------------------------------------------
+CPU time used                    :  00:01:44.93
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_CouponCollector test:
+-----------------------------------------------
+   N =  1,  n = 200000000,  r = 10,   d =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   54
+Chi-square statistic                  :   60.02
+p-value of test                       :    0.27
+
+-----------------------------------------------
+CPU time used                    :  00:02:01.72
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_CouponCollector test:
+-----------------------------------------------
+   N =  1,  n = 200000000,  r = 20,   d =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   54
+Chi-square statistic                  :   69.29
+p-value of test                       :    0.08
+
+-----------------------------------------------
+CPU time used                    :  00:02:01.98
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_CouponCollector test:
+-----------------------------------------------
+   N =  1,  n = 200000000,  r = 27,   d =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   54
+Chi-square statistic                  :   46.23
+p-value of test                       :    0.76
+
+-----------------------------------------------
+CPU time used                    :  00:02:03.13
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Gap test:
+-----------------------------------------------
+   N =  1,  n = 500000000,  r =  0,   Alpha =        0,   Beta  =   0.0625
+
+
+-----------------------------------------------
+Number of degrees of freedom          :  232
+Chi-square statistic                  :  230.74
+p-value of test                       :    0.51
+
+-----------------------------------------------
+CPU time used                    :  00:02:14.12
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Gap test:
+-----------------------------------------------
+   N =  1,  n = 300000000,  r = 25,   Alpha =        0,   Beta  =  0.03125
+
+
+-----------------------------------------------
+Number of degrees of freedom          :  434
+Chi-square statistic                  :  376.76
+p-value of test                       :    0.98
+
+-----------------------------------------------
+CPU time used                    :  00:03:09.17
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Gap test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r =  0,   Alpha =        0,   Beta  = 0.0078125
+
+
+-----------------------------------------------
+Number of degrees of freedom          : 1437
+Chi-square statistic                  : 1422.55
+p-value of test                       :    0.60
+
+-----------------------------------------------
+CPU time used                    :  00:03:18.94
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Gap test:
+-----------------------------------------------
+   N =  1,  n = 10000000,  r = 20,   Alpha =        0,   Beta  = 0.000976562
+
+
+-----------------------------------------------
+Number of degrees of freedom          : 7046
+Chi-square statistic                  : 7056.36
+p-value of test                       :    0.46
+
+-----------------------------------------------
+CPU time used                    :  00:03:16.06
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Run test:
+-----------------------------------------------
+   N =  5,  n = 1000000000,  r =  0,   Up = FALSE
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.59
+p-value of test                       :    0.02
+
+Kolmogorov-Smirnov- statistic = D-    :    0.12
+p-value of test                       :    0.81
+
+Anderson-Darling statistic = A2       :    2.88
+p-value of test                       :    0.03
+
+Test on the sum of all N observations
+Number of degrees of freedom          :   30
+Chi-square statistic                  :   15.90
+p-value of test                       :    0.98
+
+-----------------------------------------------
+CPU time used                    :  00:01:44.78
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Run test:
+-----------------------------------------------
+   N = 10,  n = 1000000000,  r = 15,   Up =  TRUE
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.17
+p-value of test                       :    0.49
+
+Kolmogorov-Smirnov- statistic = D-    :    0.18
+p-value of test                       :    0.45
+
+Anderson-Darling statistic = A2       :    0.55
+p-value of test                       :    0.70
+
+Test on the sum of all N observations
+Number of degrees of freedom          :   60
+Chi-square statistic                  :   63.06
+p-value of test                       :    0.37
+
+-----------------------------------------------
+CPU time used                    :  00:04:14.85
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_Permutation calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N =  1,  n = 1000000000,  r =  5,   t =  3,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =                  6
+       Expected number per cell =  1.6666667e+08
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =  2.5000002e-09,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          :    5
+Value of the statistic                :    4.11
+p-value of test                       :    0.53
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:16.60
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_Permutation calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N =  1,  n = 1000000000,  r =  5,   t =  5,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =                120
+       Expected number per cell =   8333333.3
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =  5.9500005e-08,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          :  119
+Value of the statistic                :  133.69
+p-value of test                       :    0.17
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:13.42
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_Permutation calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N =  1,  n = 500000000,  r =  5,   t =  7,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =               5040
+       Expected number per cell =   99206.349
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =  5.0390004e-06,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          : 5039
+Value of the statistic                : 4988.80
+p-value of test                       :    0.69
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:34.30
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_Permutation calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N =  1,  n = 500000000,  r = 10,   t = 10,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =            3628800
+       Expected number per cell =    137.7866
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =   0.0036287993,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          : 3628799
+Value of the statistic                : 3.63e+6
+p-value of test                       :    0.38
+
+
+-----------------------------------------------
+CPU time used                    :  00:03:02.43
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_CollisionPermut calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N = 20,  n = 20000000,  r =  0,   t = 14,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =        87178291200
+       Expected number per cell =  1 /  4358.9146
+       EColl = n^2 / (2k) =   2294.14912
+       Hashing =   TRUE
+
+       Collision test,    Mu =      2293.9736,    Sigma =    47.8841
+
+-----------------------------------------------
+Test Results for Collisions
+
+For the total number of collisions, we use
+      the Poisson approximation:
+Expected number of collisions = N*Mu  :    45879.47
+Observed number of collisions         :    46190
+p-value of test                       :    0.07
+
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :    1743165870190
+  j =  1                              :        399907622
+  j =  2                              :            46186
+  j =  3                              :                2
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:04:31.00
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_CollisionPermut calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N = 20,  n = 20000000,  r = 10,   t = 14,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =        87178291200
+       Expected number per cell =  1 /  4358.9146
+       EColl = n^2 / (2k) =   2294.14912
+       Hashing =   TRUE
+
+       Collision test,    Mu =      2293.9736,    Sigma =    47.8841
+
+-----------------------------------------------
+Test Results for Collisions
+
+For the total number of collisions, we use
+      the Poisson approximation:
+Expected number of collisions = N*Mu  :    45879.47
+Observed number of collisions         :    45758
+p-value of test                       :    0.71
+
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :    1743165869758
+  j =  1                              :        399908485
+  j =  2                              :            45756
+  j =  3                              :                1
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:04:53.20
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_MaxOft test:
+-----------------------------------------------
+   N = 40,  n = 10000000,  r =  0,   d = 100000,   t =  8
+
+      Number of categories = 100000
+      Expected number per category  = 100.00
+
+
+-----------------------------------------------
+Test results for chi2 with 99999 degrees of freedom:
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.18
+p-value of test                       :    0.06
+
+Kolmogorov-Smirnov- statistic = D-    : 1.74e-3
+p-value of test                       :    0.9981
+
+Anderson-Darling statistic = A2       :    2.06
+p-value of test                       :    0.09
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 3999960
+Chi-square statistic                  : 3.99e+6
+p-value of test                       :    0.98
+
+
+-----------------------------------------------
+Test results for Anderson-Darling:
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.019
+p-value of test                       :    0.96
+
+Kolmogorov-Smirnov- statistic = D-    :    0.24
+p-value of test                       :  8.4e-3
+
+Anderson-Darling statistic = A2       :    3.74
+p-value of test                       :    0.01
+
+
+-----------------------------------------------
+CPU time used                    :  00:03:35.30
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_MaxOft test:
+-----------------------------------------------
+   N = 30,  n = 10000000,  r =  0,   d = 100000,   t = 16
+
+      Number of categories = 100000
+      Expected number per category  = 100.00
+
+
+-----------------------------------------------
+Test results for chi2 with 99999 degrees of freedom:
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.082
+p-value of test                       :    0.63
+
+Kolmogorov-Smirnov- statistic = D-    :    0.16
+p-value of test                       :    0.21
+
+Anderson-Darling statistic = A2       :    1.02
+p-value of test                       :    0.35
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 2999970
+Chi-square statistic                  : 3.00e+6
+p-value of test                       :    0.16
+
+
+-----------------------------------------------
+Test results for Anderson-Darling:
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.16
+p-value of test                       :    0.21
+
+Kolmogorov-Smirnov- statistic = D-    :   0.070
+p-value of test                       :    0.71
+
+Anderson-Darling statistic = A2       :    0.59
+p-value of test                       :    0.66
+
+
+-----------------------------------------------
+CPU time used                    :  00:03:21.62
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_MaxOft test:
+-----------------------------------------------
+   N = 20,  n = 10000000,  r =  0,   d = 100000,   t = 24
+
+      Number of categories = 100000
+      Expected number per category  = 100.00
+
+
+-----------------------------------------------
+Test results for chi2 with 99999 degrees of freedom:
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.23
+p-value of test                       :    0.11
+
+Kolmogorov-Smirnov- statistic = D-    :   0.089
+p-value of test                       :    0.69
+
+Anderson-Darling statistic = A2       :    2.57
+p-value of test                       :    0.05
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 1999980
+Chi-square statistic                  : 2.00e+6
+p-value of test                       :    0.96
+
+
+-----------------------------------------------
+Test results for Anderson-Darling:
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.057
+p-value of test                       :    0.85
+
+Kolmogorov-Smirnov- statistic = D-    :    0.18
+p-value of test                       :    0.24
+
+Anderson-Darling statistic = A2       :    0.82
+p-value of test                       :    0.46
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:35.27
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_MaxOft test:
+-----------------------------------------------
+   N = 20,  n = 10000000,  r =  0,   d = 100000,   t = 32
+
+      Number of categories = 100000
+      Expected number per category  = 100.00
+
+
+-----------------------------------------------
+Test results for chi2 with 99999 degrees of freedom:
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.10
+p-value of test                       :    0.62
+
+Kolmogorov-Smirnov- statistic = D-    :    0.12
+p-value of test                       :    0.52
+
+Anderson-Darling statistic = A2       :    0.26
+p-value of test                       :    0.96
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 1999980
+Chi-square statistic                  : 2.00e+6
+p-value of test                       :    0.41
+
+
+-----------------------------------------------
+Test results for Anderson-Darling:
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.19
+p-value of test                       :    0.22
+
+Kolmogorov-Smirnov- statistic = D-    :    0.11
+p-value of test                       :    0.60
+
+Anderson-Darling statistic = A2       :    1.27
+p-value of test                       :    0.24
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:59.26
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleProd test:
+-----------------------------------------------
+   N = 40,  n = 10000000,  r =  0,   t = 8
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.069
+p-value of test                       :    0.65
+
+Kolmogorov-Smirnov- statistic = D-    :    0.14
+p-value of test                       :    0.20
+
+Anderson-Darling statistic = A2       :    0.78
+p-value of test                       :    0.49
+
+-----------------------------------------------
+CPU time used                    :  00:02:28.42
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleProd test:
+-----------------------------------------------
+   N = 20,  n = 10000000,  r =  0,   t = 16
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.20
+p-value of test                       :    0.18
+
+Kolmogorov-Smirnov- statistic = D-    :    0.15
+p-value of test                       :    0.35
+
+Anderson-Darling statistic = A2       :    0.93
+p-value of test                       :    0.40
+
+-----------------------------------------------
+CPU time used                    :  00:01:47.81
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleProd test:
+-----------------------------------------------
+   N = 20,  n = 10000000,  r =  0,   t = 24
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.27
+p-value of test                       :    0.05
+
+Kolmogorov-Smirnov- statistic = D-    :   0.045
+p-value of test                       :    0.90
+
+Anderson-Darling statistic = A2       :    2.07
+p-value of test                       :    0.08
+
+-----------------------------------------------
+CPU time used                    :  00:02:19.95
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleMean test:
+-----------------------------------------------
+   N = 20000000,  n = 30,  r =  0
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    : 1.67e-4
+p-value of test                       :    0.33
+
+Kolmogorov-Smirnov- statistic = D-    : 1.21e-4
+p-value of test                       :    0.56
+
+Anderson-Darling statistic = A2       :    0.80
+p-value of test                       :    0.48
+
+-----------------------------------------------
+CPU time used                    :  00:00:37.42
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleMean test:
+-----------------------------------------------
+   N = 20000000,  n = 30,  r = 10
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    : 2.23e-4
+p-value of test                       :    0.14
+
+Kolmogorov-Smirnov- statistic = D-    : 6.14e-5
+p-value of test                       :    0.86
+
+Anderson-Darling statistic = A2       :    0.97
+p-value of test                       :    0.37
+
+-----------------------------------------------
+CPU time used                    :  00:00:34.64
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleCorr test:
+-----------------------------------------------
+   N =  1,  n = 2000000000,  r =  0,   k = 1
+
+
+-----------------------------------------------
+Normal statistic                      :    1.34
+p-value of test                       :    0.09
+
+-----------------------------------------------
+CPU time used                    :  00:00:31.50
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleCorr test:
+-----------------------------------------------
+   N =  1,  n = 2000000000,  r =  0,   k = 2
+
+
+-----------------------------------------------
+Normal statistic                      :    0.33
+p-value of test                       :    0.37
+
+-----------------------------------------------
+CPU time used                    :  00:00:31.36
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_AppearanceSpacings test:
+-----------------------------------------------
+   N =  1,   Q = 10000000,   K = 1000000000,   r = 0,   s = 3,   L = 15
+
+   Sequences of n = (K + Q)L =  15150000000 bits
+   Q = 10000000 initialization blocks
+   K = 1000000000 blocks for the test
+   the blocks have L = 15 bits
+
+
+
+-----------------------------------------------
+Normal statistic                      :    0.47
+p-value of test                       :    0.32
+
+-----------------------------------------------
+CPU time used                    :  00:02:05.80
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_AppearanceSpacings test:
+-----------------------------------------------
+   N =  1,   Q = 10000000,   K = 1000000000,   r = 27,   s = 3,   L = 15
+
+   Sequences of n = (K + Q)L =  15150000000 bits
+   Q = 10000000 initialization blocks
+   K = 1000000000 blocks for the test
+   the blocks have L = 15 bits
+
+
+
+-----------------------------------------------
+Normal statistic                      : 7.83e-3
+p-value of test                       :    0.50
+
+-----------------------------------------------
+CPU time used                    :  00:02:11.11
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r =  0,  k = 256,  Alpha =      0,  Beta =   0.25
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   67
+Chi-square statistic                  :   53.16
+p-value of test                       :    0.89
+
+-----------------------------------------------
+CPU time used                    :  00:01:29.59
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r = 20,  k = 256,  Alpha =      0,  Beta =   0.25
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   67
+Chi-square statistic                  :   51.17
+p-value of test                       :    0.92
+
+-----------------------------------------------
+CPU time used                    :  00:01:47.47
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r = 28,  k = 256,  Alpha =      0,  Beta =   0.25
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   67
+Chi-square statistic                  :   58.01
+p-value of test                       :    0.78
+
+-----------------------------------------------
+CPU time used                    :  00:01:47.92
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r =  0,  k = 256,  Alpha =      0,  Beta = 0.0625
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   37
+Chi-square statistic                  :   21.25
+p-value of test                       :    0.98
+
+-----------------------------------------------
+CPU time used                    :  00:01:27.50
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r = 10,  k = 256,  Alpha =      0,  Beta = 0.0625
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   37
+Chi-square statistic                  :   32.95
+p-value of test                       :    0.66
+
+-----------------------------------------------
+CPU time used                    :  00:01:44.52
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r = 26,  k = 256,  Alpha =      0,  Beta = 0.0625
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   37
+Chi-square statistic                  :   39.82
+p-value of test                       :    0.35
+
+-----------------------------------------------
+CPU time used                    :  00:01:47.40
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SumCollector test:
+-----------------------------------------------
+   N =  1,  n = 500000000,  r =  0,   g = 10
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   29
+Chi-square statistic                  :   22.47
+p-value of test                       :    0.80
+
+-----------------------------------------------
+CPU time used                    :  00:02:54.06
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N = 10,  n = 1000000,  r =  0,    s = 5,    L = 30,    k = 30
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.054
+p-value of test                       :    0.91
+
+Kolmogorov-Smirnov- statistic = D-    :    0.23
+p-value of test                       :    0.32
+
+Anderson-Darling statistic = A2       :    0.60
+p-value of test                       :    0.65
+
+Test on the sum of all N observations
+Number of degrees of freedom          :   40
+Chi-square statistic                  :   49.66
+p-value of test                       :    0.14
+
+-----------------------------------------------
+CPU time used                    :  00:01:20.60
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N = 10,  n = 1000000,  r = 25,    s = 5,    L = 30,    k = 30
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.025
+p-value of test                       :    0.97
+
+Kolmogorov-Smirnov- statistic = D-    :    0.28
+p-value of test                       :    0.18
+
+Anderson-Darling statistic = A2       :    1.16
+p-value of test                       :    0.28
+
+Test on the sum of all N observations
+Number of degrees of freedom          :   40
+Chi-square statistic                  :   51.62
+p-value of test                       :    0.10
+
+-----------------------------------------------
+CPU time used                    :  00:01:20.96
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N =  1,  n = 5000,  r =  0,    s = 4,    L = 1000,    k = 1000
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    3
+Chi-square statistic                  :    3.38
+p-value of test                       :    0.34
+
+-----------------------------------------------
+CPU time used                    :  00:02:11.04
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N =  1,  n = 5000,  r = 26,    s = 4,    L = 1000,    k = 1000
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    3
+Chi-square statistic                  :    6.63
+p-value of test                       :    0.08
+
+-----------------------------------------------
+CPU time used                    :  00:02:13.31
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N =  1,  n = 80,  r = 15,    s = 15,    L = 5000,    k = 5000
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    2
+Chi-square statistic                  :    0.76
+p-value of test                       :    0.69
+
+-----------------------------------------------
+CPU time used                    :  00:01:32.62
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N =  1,  n = 80,  r =  0,    s = 30,    L = 5000,    k = 5000
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    2
+Chi-square statistic                  :    1.47
+p-value of test                       :    0.48
+
+-----------------------------------------------
+CPU time used                    :  00:01:17.26
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_Savir2 test:
+-----------------------------------------------
+   N = 10,  n = 10000000,  r = 10,    m = 1048576,    t = 30
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.15
+p-value of test                       :    0.60
+
+Kolmogorov-Smirnov- statistic = D-    :    0.23
+p-value of test                       :    0.30
+
+Anderson-Darling statistic = A2       :    0.55
+p-value of test                       :    0.70
+
+Test on the sum of all N observations
+Number of degrees of freedom          :  130
+Chi-square statistic                  :  129.71
+p-value of test                       :    0.49
+
+-----------------------------------------------
+CPU time used                    :  00:01:04.40
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_GCD test:
+-----------------------------------------------
+   N = 10,  n = 50000000,  r =  0,   s = 30
+
+
+-----------------------------------------------
+Test results for GCD values:
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.35
+p-value of test                       :    0.07
+
+Kolmogorov-Smirnov- statistic = D-    :   0.074
+p-value of test                       :    0.86
+
+Anderson-Darling statistic = A2       :    1.32
+p-value of test                       :    0.23
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 17430
+Chi-square statistic                  :17205.51
+p-value of test                       :    0.89
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:52.77
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r =  0,   s = 5,   L0 =   50,   L1 =   50
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :   36
+ChiSquare statistic                   :   58.48
+p-value of test                       :    0.01
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :   35
+ChiSquare statistic                   :   35.23
+p-value of test                       :    0.46
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          :   25
+ChiSquare statistic                   :   28.30
+p-value of test                       :    0.29
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :   24
+ChiSquare statistic                   :   19.01
+p-value of test                       :    0.75
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :   17
+ChiSquare statistic                   :   17.04
+p-value of test                       :    0.45
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:51.52
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r = 25,   s = 5,   L0 =   50,   L1 =   50
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :   36
+ChiSquare statistic                   :   39.42
+p-value of test                       :    0.32
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :   35
+ChiSquare statistic                   :   24.57
+p-value of test                       :    0.91
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          :   25
+ChiSquare statistic                   :   24.13
+p-value of test                       :    0.51
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :   24
+ChiSquare statistic                   :   12.97
+p-value of test                       :    0.97
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :   17
+ChiSquare statistic                   :   27.28
+p-value of test                       :    0.05
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:51.26
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 10000000,  r =  0,   s = 10,   L0 = 1000,   L1 = 1000
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :  146
+ChiSquare statistic                   :  123.28
+p-value of test                       :    0.91
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :  146
+ChiSquare statistic                   :  156.61
+p-value of test                       :    0.26
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          :  500
+ChiSquare statistic                   :  440.09
+p-value of test                       :    0.97
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :  136
+ChiSquare statistic                   :  114.23
+p-value of test                       :    0.91
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :   74
+ChiSquare statistic                   :   79.06
+p-value of test                       :    0.32
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:59.95
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 10000000,  r = 20,   s = 10,   L0 = 1000,   L1 = 1000
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :  146
+ChiSquare statistic                   :  158.33
+p-value of test                       :    0.23
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :  146
+ChiSquare statistic                   :  127.01
+p-value of test                       :    0.87
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          :  500
+ChiSquare statistic                   :  464.02
+p-value of test                       :    0.87
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :  136
+ChiSquare statistic                   :  114.99
+p-value of test                       :    0.90
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :   74
+ChiSquare statistic                   :   72.06
+p-value of test                       :    0.54
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:00.42
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 1000000,  r =  0,   s = 15,   L0 = 10000,   L1 = 10000
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :  384
+ChiSquare statistic                   :  359.92
+p-value of test                       :    0.81
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :  384
+ChiSquare statistic                   :  352.58
+p-value of test                       :    0.87
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          : 5000
+ChiSquare statistic                   : 5000.61
+p-value of test                       :    0.49
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :  378
+ChiSquare statistic                   :  413.63
+p-value of test                       :    0.10
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :  200
+ChiSquare statistic                   :  228.10
+p-value of test                       :    0.08
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:53.12
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 1000000,  r = 15,   s = 15,   L0 = 10000,   L1 = 10000
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :  384
+ChiSquare statistic                   :  379.37
+p-value of test                       :    0.56
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :  384
+ChiSquare statistic                   :  392.10
+p-value of test                       :    0.38
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          : 5000
+ChiSquare statistic                   : 5051.38
+p-value of test                       :    0.30
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :  378
+ChiSquare statistic                   :  369.27
+p-value of test                       :    0.62
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :  200
+ChiSquare statistic                   :  213.46
+p-value of test                       :    0.24
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:54.94
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+scomp_LinearComp test:
+-----------------------------------------------
+   N =  1,  n = 400020,  r =  0,    s = 1
+
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   12
+Chi2 statistic for size of jumps      :   12.16
+p-value of test                       :    0.43
+
+
+-----------------------------------------------
+Normal statistic for number of jumps  :   -0.56
+p-value of test                       :    0.71
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:23.38
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+scomp_LinearComp test:
+-----------------------------------------------
+   N =  1,  n = 400020,  r = 29,    s = 1
+
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   12
+Chi2 statistic for size of jumps      :   11.81
+p-value of test                       :    0.46
+
+
+-----------------------------------------------
+Normal statistic for number of jumps  :    1.32
+p-value of test                       :    0.09
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:23.55
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+scomp_LempelZiv test:
+-----------------------------------------------
+   N = 10,  n = 134217728,  r =  0,   s =   30,   k =   27
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.40
+p-value of test                       :    0.03
+
+Kolmogorov-Smirnov- statistic = D-    : 1.65e-3
+p-value of test                       :    0.9983
+
+Anderson-Darling statistic = A2       :    3.75
+p-value of test                       :    0.01
+
+Tests on the sum of all N observations
+Standardized normal statistic         :   -2.84
+p-value of test                       :    0.9978
+
+Sample variance                       :    1.30
+p-value of test                       :    0.23
+
+-----------------------------------------------
+CPU time used                    :  00:00:55.71
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+scomp_LempelZiv test:
+-----------------------------------------------
+   N = 10,  n = 134217728,  r = 15,   s =   15,   k =   27
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.18
+p-value of test                       :    0.47
+
+Kolmogorov-Smirnov- statistic = D-    :    0.18
+p-value of test                       :    0.45
+
+Anderson-Darling statistic = A2       :    0.72
+p-value of test                       :    0.54
+
+Tests on the sum of all N observations
+Standardized normal statistic         :    0.28
+p-value of test                       :    0.39
+
+Sample variance                       :    1.48
+p-value of test                       :    0.15
+
+-----------------------------------------------
+CPU time used                    :  00:00:57.69
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sspectral_Fourier3 test:
+-----------------------------------------------
+   N = 100000,  n = 16384,  r =  0,   s =    3,   k =   14
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    : 7.13e-3
+p-value of test                       :    0.66
+
+Kolmogorov-Smirnov- statistic = D-    :   0.014
+p-value of test                       :    0.19
+
+Anderson-Darling statistic = A2       :    0.69
+p-value of test                       :    0.56
+
+-----------------------------------------------
+CPU time used                    :  00:00:48.26
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sspectral_Fourier3 test:
+-----------------------------------------------
+   N = 100000,  n = 16384,  r = 27,   s =    3,   k =   14
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    : 3.30e-3
+p-value of test                       :    0.91
+
+Kolmogorov-Smirnov- statistic = D-    :   0.017
+p-value of test                       :    0.08
+
+Anderson-Darling statistic = A2       :    1.71
+p-value of test                       :    0.13
+
+-----------------------------------------------
+CPU time used                    :  00:00:47.23
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_LongestHeadRun test:
+-----------------------------------------------
+   N =  1,  n = 1000,  r =  0,   s = 3,   L = 10000020
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    8
+Chi-square statistic                  :   10.28
+p-value of test                       :    0.25
+
+-----------------------------------------------
+Global longest run of 1               :   32.00
+p-value of test                       :    0.50
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:43.79
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_LongestHeadRun test:
+-----------------------------------------------
+   N =  1,  n = 1000,  r = 27,   s = 3,   L = 10000020
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    8
+Chi-square statistic                  :    5.72
+p-value of test                       :    0.68
+
+-----------------------------------------------
+Global longest run of 1               :   32.00
+p-value of test                       :    0.50
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:48.60
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_PeriodsInStrings test:
+-----------------------------------------------
+   N = 10,  n = 500000000,  r =  0,   s =   10
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.17
+p-value of test                       :    0.53
+
+Kolmogorov-Smirnov- statistic = D-    :    0.17
+p-value of test                       :    0.51
+
+Anderson-Darling statistic = A2       :    0.45
+p-value of test                       :    0.80
+
+Test on the sum of all N observations
+Number of degrees of freedom          :  200
+Chi-square statistic                  :  211.44
+p-value of test                       :    0.28
+
+-----------------------------------------------
+CPU time used                    :  00:03:05.36
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_PeriodsInStrings test:
+-----------------------------------------------
+   N = 10,  n = 500000000,  r = 20,   s =   10
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.21
+p-value of test                       :    0.37
+
+Kolmogorov-Smirnov- statistic = D-    :    0.14
+p-value of test                       :    0.64
+
+Anderson-Darling statistic = A2       :    0.40
+p-value of test                       :    0.84
+
+Test on the sum of all N observations
+Number of degrees of freedom          :  200
+Chi-square statistic                  :  193.08
+p-value of test                       :    0.62
+
+-----------------------------------------------
+CPU time used                    :  00:03:01.63
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingWeight2 test:
+-----------------------------------------------
+   N = 10,  n = 1000000000,  r =  0,   s = 3,   L = 1000000
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.20
+p-value of test                       :    0.40
+
+Kolmogorov-Smirnov- statistic = D-    :    0.11
+p-value of test                       :    0.72
+
+Anderson-Darling statistic = A2       :    0.47
+p-value of test                       :    0.78
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 10000
+Chi-square statistic                  : 9917.27
+p-value of test                       :    0.72
+
+-----------------------------------------------
+CPU time used                    :  00:01:09.42
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingWeight2 test:
+-----------------------------------------------
+   N = 10,  n = 1000000000,  r = 27,   s = 3,   L = 1000000
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.27
+p-value of test                       :    0.19
+
+Kolmogorov-Smirnov- statistic = D-    :    0.14
+p-value of test                       :    0.61
+
+Anderson-Darling statistic = A2       :    0.58
+p-value of test                       :    0.67
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 10000
+Chi-square statistic                  : 9925.58
+p-value of test                       :    0.70
+
+-----------------------------------------------
+CPU time used                    :  00:01:11.10
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingCorr test:
+-----------------------------------------------
+   N =  1,  n = 1000000000,  r = 10,   s = 10,   L = 30
+
+
+
+-----------------------------------------------
+Normal statistic                      :    0.41
+p-value of test                       :    0.34
+
+-----------------------------------------------
+CPU time used                    :  00:01:23.92
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingCorr test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r = 10,   s = 10,   L = 300
+
+
+
+-----------------------------------------------
+Normal statistic                      :    0.38
+p-value of test                       :    0.35
+
+-----------------------------------------------
+CPU time used                    :  00:01:19.85
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingCorr test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r = 10,   s = 10,   L = 1200
+
+
+
+-----------------------------------------------
+Normal statistic                      :   -0.57
+p-value of test                       :    0.71
+
+-----------------------------------------------
+CPU time used                    :  00:05:17.84
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N = 10,  n = 30000000,  r =  0,   s = 3,   L = 30,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.35
+p-value of test                       :    0.06
+
+Kolmogorov-Smirnov- statistic = D-    :    0.13
+p-value of test                       :    0.67
+
+Anderson-Darling statistic = A2       :    1.68
+p-value of test                       :    0.14
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 4890
+Chi-square statistic                  : 4769.49
+p-value of test                       :    0.89
+
+-----------------------------------------------
+CPU time used                    :  00:02:17.51
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N = 10,  n = 30000000,  r = 27,   s = 3,   L = 30,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.16
+p-value of test                       :    0.53
+
+Kolmogorov-Smirnov- statistic = D-    :    0.14
+p-value of test                       :    0.61
+
+Anderson-Darling statistic = A2       :    0.37
+p-value of test                       :    0.87
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 4890
+Chi-square statistic                  : 4881.40
+p-value of test                       :    0.53
+
+-----------------------------------------------
+CPU time used                    :  00:02:21.05
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N =  1,  n = 30000000,  r =  0,   s = 4,   L = 300,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+Number of degrees of freedom          : 4117
+Chi-square statistic                  : 4244.56
+p-value of test                       :    0.08
+
+-----------------------------------------------
+CPU time used                    :  00:01:40.54
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N =  1,  n = 30000000,  r = 26,   s = 4,   L = 300,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+Number of degrees of freedom          : 4117
+Chi-square statistic                  : 4211.82
+p-value of test                       :    0.15
+
+-----------------------------------------------
+CPU time used                    :  00:01:44.57
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N =  1,  n = 10000000,  r =  0,   s = 5,   L = 1200,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+Number of degrees of freedom          : 11825
+Chi-square statistic                  :11877.53
+p-value of test                       :    0.36
+
+-----------------------------------------------
+CPU time used                    :  00:01:47.26
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N =  1,  n = 10000000,  r = 25,   s = 5,   L = 1200,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+Number of degrees of freedom          : 11825
+Chi-square statistic                  :11824.54
+p-value of test                       :    0.50
+
+-----------------------------------------------
+CPU time used                    :  00:01:54.19
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_Run test:
+-----------------------------------------------
+   N =  1,  n = 2000000000,  r =  0,   s =    3
+
+
+-----------------------------------------------
+Total number of 1 runs:  2000000000
+
+Number of degrees of freedom          :   54
+Chi2 statistic for number of runs     :   59.51
+p-value of test                       :    0.28
+
+
+-----------------------------------------------
+Total number of bits:  7999828746
+
+Normal statistic for number of bits   :   -1.35
+p-value of test                       :    0.91
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:23.04
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_Run test:
+-----------------------------------------------
+   N =  1,  n = 2000000000,  r = 27,   s =    3
+
+
+-----------------------------------------------
+Total number of 1 runs:  2000000001
+
+Number of degrees of freedom          :   54
+Chi2 statistic for number of runs     :   52.52
+p-value of test                       :    0.53
+
+
+-----------------------------------------------
+Total number of bits:  8000052000
+
+Normal statistic for number of bits   :    0.41
+p-value of test                       :    0.34
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:21.94
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_AutoCor test:
+-----------------------------------------------
+   N = 10,  n = 1000000030,  r =  0,   s = 3,   d = 1
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.22
+p-value of test                       :    0.33
+
+Kolmogorov-Smirnov- statistic = D-    :    0.10
+p-value of test                       :    0.75
+
+Anderson-Darling statistic = A2       :    0.47
+p-value of test                       :    0.77
+
+Tests on the sum of all N observations
+Standardized normal statistic         :   -0.51
+p-value of test                       :    0.69
+
+Sample variance                       :    0.64
+p-value of test                       :    0.76
+
+-----------------------------------------------
+CPU time used                    :  00:02:52.65
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_AutoCor test:
+-----------------------------------------------
+   N = 10,  n = 1000000029,  r =  0,   s = 3,   d = 3
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.33
+p-value of test                       :    0.09
+
+Kolmogorov-Smirnov- statistic = D-    :   0.094
+p-value of test                       :    0.79
+
+Anderson-Darling statistic = A2       :    1.79
+p-value of test                       :    0.12
+
+Tests on the sum of all N observations
+Standardized normal statistic         :   -1.66
+p-value of test                       :    0.95
+
+Sample variance                       :    0.78
+p-value of test                       :    0.63
+
+-----------------------------------------------
+CPU time used                    :  00:02:35.11
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_AutoCor test:
+-----------------------------------------------
+   N = 10,  n = 1000000030,  r = 27,   s = 3,   d = 1
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.10
+p-value of test                       :    0.75
+
+Kolmogorov-Smirnov- statistic = D-    :    0.18
+p-value of test                       :    0.47
+
+Anderson-Darling statistic = A2       :    0.37
+p-value of test                       :    0.87
+
+Tests on the sum of all N observations
+Standardized normal statistic         :    0.22
+p-value of test                       :    0.41
+
+Sample variance                       :    0.57
+p-value of test                       :    0.82
+
+-----------------------------------------------
+CPU time used                    :  00:02:59.88
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_AutoCor test:
+-----------------------------------------------
+   N = 10,  n = 1000000029,  r = 27,   s = 3,   d = 3
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.12
+p-value of test                       :    0.71
+
+Kolmogorov-Smirnov- statistic = D-    :    0.19
+p-value of test                       :    0.45
+
+Anderson-Darling statistic = A2       :    0.40
+p-value of test                       :    0.85
+
+Tests on the sum of all N observations
+Standardized normal statistic         :   0.082
+p-value of test                       :    0.47
+
+Sample variance                       :    1.11
+p-value of test                       :    0.35
+
+-----------------------------------------------
+CPU time used                    :  00:02:59.36
+
+Generator state:
+N/A
+
+
+
+
+========= Summary results of BigCrush =========
+
+ Version:          TestU01 1.2.3
+ Generator:        stdin
+ Number of statistics:  160
+ Total CPU time:   04:42:42.13
+
+ All tests were passed
+
+
+
+# 
+# Test duration: 1356.9071999774167 minutes
+# 
diff --git a/src/site/resources/txt/userguide/rng/stress/tu/run_2/tu_2 b/src/site/resources/txt/userguide/rng/stress/tu/run_2/tu_2
new file mode 100644
index 000000000..11cdb900f
--- /dev/null
+++ b/src/site/resources/txt/userguide/rng/stress/tu/run_2/tu_2
@@ -0,0 +1,3803 @@
+# 
+# RNG: org.apache.commons.math4.rng.internal.source32.MersenneTwister
+# 
+# Java: 1.8.0_66
+# Runtime: 1.8.0_66-b17
+# JVM: Java HotSpot(TM) 64-Bit Server VM 25.66-b17
+# OS: Linux 3.16.0-4-amd64 amd64
+# 
+# Analyzer: ../stdin2testu01 BigCrush 
+# 
+xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
+                 Starting BigCrush
+                 Version: TestU01 1.2.3
+xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
+
+
+***********************************************************
+Test smarsa_SerialOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N =  1,  n = 1000000000,  r =  0,   d =  256,   t =  3,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =           16777216
+       Expected number per cell =   59.604645
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =   0.0083558402,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          : 16711680
+Value of the statistic                : 1.67e+7
+p-value of test                       :    0.67
+
+
+-----------------------------------------------
+CPU time used                    :  00:03:01.40
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_SerialOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N =  1,  n = 1000000000,  r = 22,   d =  256,   t =  3,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =           16777216
+       Expected number per cell =   59.604645
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =   0.0083558402,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          : 16711680
+Value of the statistic                : 1.67e+7
+p-value of test                       :    0.16
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:51.94
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  0,   d = 2097152,   t =  2,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1369
+p-value of test                       :    0.45
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334489
+  j =  1                              :        599997262
+  j =  2                              :             1369
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:05:01.53
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  9,   d = 2097152,   t =  2,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1373
+p-value of test                       :    0.41
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334493
+  j =  1                              :        599997254
+  j =  2                              :             1373
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:06:21.84
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  0,   d = 16384,   t =  3,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1354
+p-value of test                       :    0.60
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334474
+  j =  1                              :        599997292
+  j =  2                              :             1354
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:08:36.07
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r = 16,   d = 16384,   t =  3,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1400
+p-value of test                       :    0.17
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334520
+  j =  1                              :        599997200
+  j =  2                              :             1400
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:07:23.92
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  0,   d =   64,   t =  7,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1283
+p-value of test                       :    0.99
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334403
+  j =  1                              :        599997434
+  j =  2                              :             1283
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:06:27.11
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r = 24,   d =   64,   t =  7,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1399
+p-value of test                       :    0.18
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334519
+  j =  1                              :        599997202
+  j =  2                              :             1399
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:08:27.82
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  0,   d =    8,   t = 14,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1378
+p-value of test                       :    0.36
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334498
+  j =  1                              :        599997244
+  j =  2                              :             1378
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:06:43.32
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r = 27,   d =    8,   t = 14,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1427
+p-value of test                       :    0.05
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334547
+  j =  1                              :        599997146
+  j =  2                              :             1427
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:08:17.84
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  0,   d =    4,   t = 21,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1403
+p-value of test                       :    0.15
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334523
+  j =  1                              :        599997194
+  j =  2                              :             1403
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:07:20.52
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r = 28,   d =    4,   t = 21,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1259
+p-value of test                       :    0.9979
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334379
+  j =  1                              :        599997482
+  j =  2                              :             1259
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:06:01.52
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 100,  n = 10000000,  r =  0,    d = 2147483648,    t = 2,    p = 1
+
+
+      Number of cells = d^t = 4611686018427387904
+      Lambda = Poisson mean =      54.2101
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    5421.01
+Total observed number                 :    5443
+p-value of test                       :    0.38
+
+
+-----------------------------------------------
+CPU time used                    :  00:05:18.34
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 20000000,  r =  0,    d = 2097152,    t = 3,    p = 1
+
+
+      Number of cells = d^t = 9223372036854775808
+      Lambda = Poisson mean =     216.8404
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    4336.81
+Total observed number                 :    4355
+p-value of test                       :    0.39
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:20.85
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 30000000,  r = 14,    d = 65536,    t = 4,    p = 1
+
+
+      Number of cells = d^t = 18446744073709551616
+      Lambda = Poisson mean =     365.9182
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    7318.36
+Total observed number                 :    7312
+p-value of test                       :    0.53
+
+
+-----------------------------------------------
+CPU time used                    :  00:03:57.80
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 20000000,  r =  0,    d = 512,    t = 7,    p = 1
+
+
+      Number of cells = d^t = 9223372036854775808
+      Lambda = Poisson mean =     216.8404
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    4336.81
+Total observed number                 :    4410
+p-value of test                       :    0.13
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:53.85
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 20000000,  r =  7,    d = 512,    t = 7,    p = 1
+
+
+      Number of cells = d^t = 9223372036854775808
+      Lambda = Poisson mean =     216.8404
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    4336.81
+Total observed number                 :    4318
+p-value of test                       :    0.61
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:55.13
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 30000000,  r = 14,    d = 256,    t = 8,    p = 1
+
+
+      Number of cells = d^t = 18446744073709551616
+      Lambda = Poisson mean =     365.9182
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    7318.36
+Total observed number                 :    7250
+p-value of test                       :    0.79
+
+
+-----------------------------------------------
+CPU time used                    :  00:04:17.76
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 30000000,  r = 22,    d = 256,    t = 8,    p = 1
+
+
+      Number of cells = d^t = 18446744073709551616
+      Lambda = Poisson mean =     365.9182
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    7318.36
+Total observed number                 :    7428
+p-value of test                       :    0.10
+
+
+-----------------------------------------------
+CPU time used                    :  00:04:12.56
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 30000000,  r =  0,    d = 16,    t = 16,    p = 1
+
+
+      Number of cells = d^t = 18446744073709551616
+      Lambda = Poisson mean =     365.9182
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    7318.36
+Total observed number                 :    7268
+p-value of test                       :    0.72
+
+
+-----------------------------------------------
+CPU time used                    :  00:05:14.92
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 30000000,  r = 26,    d = 16,    t = 16,    p = 1
+
+
+      Number of cells = d^t = 18446744073709551616
+      Lambda = Poisson mean =     365.9182
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    7318.36
+Total observed number                 :    7248
+p-value of test                       :    0.79
+
+
+-----------------------------------------------
+CPU time used                    :  00:05:43.07
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+snpair_ClosePairs test:
+-----------------------------------------------
+   N = 30,  n = 6000000,  r =  0,  t = 3,  p = 0,  m = 30,  Torus =  TRUE
+
+
+---------------------------------------
+Test based on the 2 nearest points (NP):
+
+Stat. AD on the N values (NP)         :    0.49
+p-value of test                       :    0.75
+
+
+A2 test based on the spacings between the
+   successive jump times of process Y_n(t):
+
+A2 test on the values of A2 (m-NP)    :    0.32
+p-value of test                       :    0.92
+
+Test on the Nm values of W_{n,i}(mNP1):    1.01
+p-value of test                       :    0.35
+
+Test on the jump times of Y
+   (superposition of Yn):
+
+Expected number of jumps of Y = mN    :     900
+Number of jumps of Y                  :     941
+p-value of test                       :    0.09
+
+Stat. AD (mNP2)                       :    0.52
+p-value of test                       :    0.73
+
+Stat. AD after spacings (mNP2-S)      :    1.94
+p-value of test                       :    0.10
+
+-----------------------------------------------
+CPU time used                    :  00:03:31.34
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+snpair_ClosePairs test:
+-----------------------------------------------
+   N = 20,  n = 4000000,  r =  0,  t = 5,  p = 0,  m = 30,  Torus =  TRUE
+
+
+---------------------------------------
+Test based on the 2 nearest points (NP):
+
+Stat. AD on the N values (NP)         :    0.43
+p-value of test                       :    0.82
+
+
+A2 test based on the spacings between the
+   successive jump times of process Y_n(t):
+
+A2 test on the values of A2 (m-NP)    :    3.78
+p-value of test                       :    0.01
+
+Test on the Nm values of W_{n,i}(mNP1):    1.23
+p-value of test                       :    0.26
+
+Test on the jump times of Y
+   (superposition of Yn):
+
+Expected number of jumps of Y = mN    :     600
+Number of jumps of Y                  :     621
+p-value of test                       :    0.20
+
+Stat. AD (mNP2)                       :    2.82
+p-value of test                       :    0.03
+
+Stat. AD after spacings (mNP2-S)      :    0.85
+p-value of test                       :    0.44
+
+-----------------------------------------------
+CPU time used                    :  00:02:14.81
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+snpair_ClosePairs test:
+-----------------------------------------------
+   N = 10,  n = 3000000,  r =  0,  t = 9,  p = 0,  m = 30,  Torus =  TRUE
+
+
+---------------------------------------
+Test based on the 2 nearest points (NP):
+
+Stat. AD on the N values (NP)         :    0.71
+p-value of test                       :    0.54
+
+
+A2 test based on the spacings between the
+   successive jump times of process Y_n(t):
+
+A2 test on the values of A2 (m-NP)    :    0.90
+p-value of test                       :    0.41
+
+Test on the Nm values of W_{n,i}(mNP1):    1.01
+p-value of test                       :    0.35
+
+Test on the jump times of Y
+   (superposition of Yn):
+
+Expected number of jumps of Y = mN    :     300
+Number of jumps of Y                  :     279
+p-value of test                       :    0.88
+
+Stat. AD (mNP2)                       :    0.43
+p-value of test                       :    0.82
+
+Stat. AD after spacings (mNP2-S)      :    1.97
+p-value of test                       :    0.10
+
+-----------------------------------------------
+CPU time used                    :  00:03:01.76
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+snpair_ClosePairs test:
+-----------------------------------------------
+   N =  5,  n = 2000000,  r =  0,  t = 16,  p = 0,  m = 30,  Torus =  TRUE
+
+
+---------------------------------------
+Test based on the 2 nearest points (NP):
+
+Stat. AD on the N values (NP)         :    0.53
+p-value of test                       :    0.71
+
+
+A2 test based on the spacings between the
+   successive jump times of process Y_n(t):
+
+A2 test on the values of A2 (m-NP)    :    0.46
+p-value of test                       :    0.78
+
+Test on the Nm values of W_{n,i}(mNP1):    0.55
+p-value of test                       :    0.69
+
+Test on the jump times of Y
+   (superposition of Yn):
+
+Expected number of jumps of Y = mN    :     150
+Number of jumps of Y                  :     146
+p-value of test                       :    0.61
+
+Stat. AD (mNP2)                       :    1.54
+p-value of test                       :    0.17
+
+Stat. AD after spacings (mNP2-S)      :    0.18
+p-value of test                       :    0.9946
+
+-----------------------------------------------
+CPU time used                    :  00:03:19.65
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_SimpPoker test:
+-----------------------------------------------
+   N =  1,  n = 400000000,  r =  0,   d =    8,   k =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    7
+Chi-square statistic                  :    8.55
+p-value of test                       :    0.29
+
+-----------------------------------------------
+CPU time used                    :  00:01:17.88
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_SimpPoker test:
+-----------------------------------------------
+   N =  1,  n = 400000000,  r = 27,   d =    8,   k =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    7
+Chi-square statistic                  :    6.09
+p-value of test                       :    0.53
+
+-----------------------------------------------
+CPU time used                    :  00:01:33.75
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_SimpPoker test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r =  0,   d =   32,   k =   32
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   18
+Chi-square statistic                  :   10.92
+p-value of test                       :    0.90
+
+-----------------------------------------------
+CPU time used                    :  00:01:19.84
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_SimpPoker test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r = 25,   d =   32,   k =   32
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   18
+Chi-square statistic                  :   12.63
+p-value of test                       :    0.81
+
+-----------------------------------------------
+CPU time used                    :  00:01:32.39
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_CouponCollector test:
+-----------------------------------------------
+   N =  1,  n = 200000000,  r =  0,   d =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   54
+Chi-square statistic                  :   45.17
+p-value of test                       :    0.80
+
+-----------------------------------------------
+CPU time used                    :  00:01:41.76
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_CouponCollector test:
+-----------------------------------------------
+   N =  1,  n = 200000000,  r = 10,   d =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   54
+Chi-square statistic                  :   58.93
+p-value of test                       :    0.30
+
+-----------------------------------------------
+CPU time used                    :  00:02:02.32
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_CouponCollector test:
+-----------------------------------------------
+   N =  1,  n = 200000000,  r = 20,   d =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   54
+Chi-square statistic                  :   63.69
+p-value of test                       :    0.17
+
+-----------------------------------------------
+CPU time used                    :  00:02:00.59
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_CouponCollector test:
+-----------------------------------------------
+   N =  1,  n = 200000000,  r = 27,   d =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   54
+Chi-square statistic                  :   56.06
+p-value of test                       :    0.40
+
+-----------------------------------------------
+CPU time used                    :  00:01:57.23
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Gap test:
+-----------------------------------------------
+   N =  1,  n = 500000000,  r =  0,   Alpha =        0,   Beta  =   0.0625
+
+
+-----------------------------------------------
+Number of degrees of freedom          :  232
+Chi-square statistic                  :  245.21
+p-value of test                       :    0.26
+
+-----------------------------------------------
+CPU time used                    :  00:02:19.29
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Gap test:
+-----------------------------------------------
+   N =  1,  n = 300000000,  r = 25,   Alpha =        0,   Beta  =  0.03125
+
+
+-----------------------------------------------
+Number of degrees of freedom          :  434
+Chi-square statistic                  :  406.91
+p-value of test                       :    0.82
+
+-----------------------------------------------
+CPU time used                    :  00:02:58.31
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Gap test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r =  0,   Alpha =        0,   Beta  = 0.0078125
+
+
+-----------------------------------------------
+Number of degrees of freedom          : 1437
+Chi-square statistic                  : 1478.34
+p-value of test                       :    0.22
+
+-----------------------------------------------
+CPU time used                    :  00:03:20.79
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Gap test:
+-----------------------------------------------
+   N =  1,  n = 10000000,  r = 20,   Alpha =        0,   Beta  = 0.000976562
+
+
+-----------------------------------------------
+Number of degrees of freedom          : 7046
+Chi-square statistic                  : 7029.22
+p-value of test                       :    0.55
+
+-----------------------------------------------
+CPU time used                    :  00:03:01.54
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Run test:
+-----------------------------------------------
+   N =  5,  n = 1000000000,  r =  0,   Up = FALSE
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.45
+p-value of test                       :    0.09
+
+Kolmogorov-Smirnov- statistic = D-    :    0.24
+p-value of test                       :    0.48
+
+Anderson-Darling statistic = A2       :    1.06
+p-value of test                       :    0.33
+
+Test on the sum of all N observations
+Number of degrees of freedom          :   30
+Chi-square statistic                  :   23.66
+p-value of test                       :    0.79
+
+-----------------------------------------------
+CPU time used                    :  00:01:44.79
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Run test:
+-----------------------------------------------
+   N = 10,  n = 1000000000,  r = 15,   Up =  TRUE
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.12
+p-value of test                       :    0.68
+
+Kolmogorov-Smirnov- statistic = D-    :    0.42
+p-value of test                       :    0.02
+
+Anderson-Darling statistic = A2       :    1.92
+p-value of test                       :    0.10
+
+Test on the sum of all N observations
+Number of degrees of freedom          :   60
+Chi-square statistic                  :   69.42
+p-value of test                       :    0.19
+
+-----------------------------------------------
+CPU time used                    :  00:04:14.76
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_Permutation calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N =  1,  n = 1000000000,  r =  5,   t =  3,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =                  6
+       Expected number per cell =  1.6666667e+08
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =  2.5000002e-09,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          :    5
+Value of the statistic                :    3.12
+p-value of test                       :    0.68
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:15.42
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_Permutation calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N =  1,  n = 1000000000,  r =  5,   t =  5,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =                120
+       Expected number per cell =   8333333.3
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =  5.9500005e-08,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          :  119
+Value of the statistic                :  115.68
+p-value of test                       :    0.57
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:08.85
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_Permutation calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N =  1,  n = 500000000,  r =  5,   t =  7,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =               5040
+       Expected number per cell =   99206.349
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =  5.0390004e-06,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          : 5039
+Value of the statistic                : 4941.88
+p-value of test                       :    0.83
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:34.42
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_Permutation calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N =  1,  n = 500000000,  r = 10,   t = 10,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =            3628800
+       Expected number per cell =    137.7866
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =   0.0036287993,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          : 3628799
+Value of the statistic                : 3.63e+6
+p-value of test                       :    0.55
+
+
+-----------------------------------------------
+CPU time used                    :  00:03:05.76
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_CollisionPermut calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N = 20,  n = 20000000,  r =  0,   t = 14,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =        87178291200
+       Expected number per cell =  1 /  4358.9146
+       EColl = n^2 / (2k) =   2294.14912
+       Hashing =   TRUE
+
+       Collision test,    Mu =      2293.9736,    Sigma =    47.8841
+
+-----------------------------------------------
+Test Results for Collisions
+
+For the total number of collisions, we use
+      the Poisson approximation:
+Expected number of collisions = N*Mu  :    45879.47
+Observed number of collisions         :    45922
+p-value of test                       :    0.42
+
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :    1743165869922
+  j =  1                              :        399908161
+  j =  2                              :            45912
+  j =  3                              :                5
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:04:22.95
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_CollisionPermut calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N = 20,  n = 20000000,  r = 10,   t = 14,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =        87178291200
+       Expected number per cell =  1 /  4358.9146
+       EColl = n^2 / (2k) =   2294.14912
+       Hashing =   TRUE
+
+       Collision test,    Mu =      2293.9736,    Sigma =    47.8841
+
+-----------------------------------------------
+Test Results for Collisions
+
+For the total number of collisions, we use
+      the Poisson approximation:
+Expected number of collisions = N*Mu  :    45879.47
+Observed number of collisions         :    45485
+p-value of test                       :    0.97
+
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :    1743165869485
+  j =  1                              :        399909035
+  j =  2                              :            45475
+  j =  3                              :                5
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:04:43.88
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_MaxOft test:
+-----------------------------------------------
+   N = 40,  n = 10000000,  r =  0,   d = 100000,   t =  8
+
+      Number of categories = 100000
+      Expected number per category  = 100.00
+
+
+-----------------------------------------------
+Test results for chi2 with 99999 degrees of freedom:
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.11
+p-value of test                       :    0.38
+
+Kolmogorov-Smirnov- statistic = D-    :   0.067
+p-value of test                       :    0.67
+
+Anderson-Darling statistic = A2       :    0.50
+p-value of test                       :    0.75
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 3999960
+Chi-square statistic                  : 4.00e+6
+p-value of test                       :    0.73
+
+
+-----------------------------------------------
+Test results for Anderson-Darling:
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.14
+p-value of test                       :    0.19
+
+Kolmogorov-Smirnov- statistic = D-    :   0.064
+p-value of test                       :    0.69
+
+Anderson-Darling statistic = A2       :    1.08
+p-value of test                       :    0.32
+
+
+-----------------------------------------------
+CPU time used                    :  00:03:27.01
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_MaxOft test:
+-----------------------------------------------
+   N = 30,  n = 10000000,  r =  0,   d = 100000,   t = 16
+
+      Number of categories = 100000
+      Expected number per category  = 100.00
+
+
+-----------------------------------------------
+Test results for chi2 with 99999 degrees of freedom:
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.044
+p-value of test                       :    0.86
+
+Kolmogorov-Smirnov- statistic = D-    :    0.15
+p-value of test                       :    0.25
+
+Anderson-Darling statistic = A2       :    0.89
+p-value of test                       :    0.42
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 2999970
+Chi-square statistic                  : 3.00e+6
+p-value of test                       :    0.15
+
+
+-----------------------------------------------
+Test results for Anderson-Darling:
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.21
+p-value of test                       :    0.07
+
+Kolmogorov-Smirnov- statistic = D-    :   0.066
+p-value of test                       :    0.73
+
+Anderson-Darling statistic = A2       :    2.08
+p-value of test                       :    0.08
+
+
+-----------------------------------------------
+CPU time used                    :  00:03:10.39
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_MaxOft test:
+-----------------------------------------------
+   N = 20,  n = 10000000,  r =  0,   d = 100000,   t = 24
+
+      Number of categories = 100000
+      Expected number per category  = 100.00
+
+
+-----------------------------------------------
+Test results for chi2 with 99999 degrees of freedom:
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.086
+p-value of test                       :    0.71
+
+Kolmogorov-Smirnov- statistic = D-    :    0.14
+p-value of test                       :    0.44
+
+Anderson-Darling statistic = A2       :    0.60
+p-value of test                       :    0.65
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 1999980
+Chi-square statistic                  : 2.00e+6
+p-value of test                       :    0.25
+
+
+-----------------------------------------------
+Test results for Anderson-Darling:
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.015
+p-value of test                       :    0.98
+
+Kolmogorov-Smirnov- statistic = D-    :    0.26
+p-value of test                       :    0.06
+
+Anderson-Darling statistic = A2       :    1.75
+p-value of test                       :    0.13
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:28.62
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_MaxOft test:
+-----------------------------------------------
+   N = 20,  n = 10000000,  r =  0,   d = 100000,   t = 32
+
+      Number of categories = 100000
+      Expected number per category  = 100.00
+
+
+-----------------------------------------------
+Test results for chi2 with 99999 degrees of freedom:
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.088
+p-value of test                       :    0.69
+
+Kolmogorov-Smirnov- statistic = D-    :    0.21
+p-value of test                       :    0.15
+
+Anderson-Darling statistic = A2       :    1.15
+p-value of test                       :    0.29
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 1999980
+Chi-square statistic                  : 2.00e+6
+p-value of test                       :    0.13
+
+
+-----------------------------------------------
+Test results for Anderson-Darling:
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.16
+p-value of test                       :    0.33
+
+Kolmogorov-Smirnov- statistic = D-    :    0.22
+p-value of test                       :    0.13
+
+Anderson-Darling statistic = A2       :    1.66
+p-value of test                       :    0.14
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:50.43
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleProd test:
+-----------------------------------------------
+   N = 40,  n = 10000000,  r =  0,   t = 8
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.093
+p-value of test                       :    0.47
+
+Kolmogorov-Smirnov- statistic = D-    :    0.14
+p-value of test                       :    0.19
+
+Anderson-Darling statistic = A2       :    0.93
+p-value of test                       :    0.40
+
+-----------------------------------------------
+CPU time used                    :  00:02:28.29
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleProd test:
+-----------------------------------------------
+   N = 20,  n = 10000000,  r =  0,   t = 16
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.044
+p-value of test                       :    0.90
+
+Kolmogorov-Smirnov- statistic = D-    :    0.20
+p-value of test                       :    0.17
+
+Anderson-Darling statistic = A2       :    0.87
+p-value of test                       :    0.43
+
+-----------------------------------------------
+CPU time used                    :  00:01:46.15
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleProd test:
+-----------------------------------------------
+   N = 20,  n = 10000000,  r =  0,   t = 24
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.091
+p-value of test                       :    0.68
+
+Kolmogorov-Smirnov- statistic = D-    :    0.12
+p-value of test                       :    0.50
+
+Anderson-Darling statistic = A2       :    0.31
+p-value of test                       :    0.93
+
+-----------------------------------------------
+CPU time used                    :  00:02:17.37
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleMean test:
+-----------------------------------------------
+   N = 20000000,  n = 30,  r =  0
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    : 2.19e-4
+p-value of test                       :    0.15
+
+Kolmogorov-Smirnov- statistic = D-    : 3.41e-5
+p-value of test                       :    0.95
+
+Anderson-Darling statistic = A2       :    1.14
+p-value of test                       :    0.29
+
+-----------------------------------------------
+CPU time used                    :  00:00:33.12
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleMean test:
+-----------------------------------------------
+   N = 20000000,  n = 30,  r = 10
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    : 1.25e-4
+p-value of test                       :    0.54
+
+Kolmogorov-Smirnov- statistic = D-    : 8.73e-5
+p-value of test                       :    0.74
+
+Anderson-Darling statistic = A2       :    0.35
+p-value of test                       :    0.90
+
+-----------------------------------------------
+CPU time used                    :  00:00:34.15
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleCorr test:
+-----------------------------------------------
+   N =  1,  n = 2000000000,  r =  0,   k = 1
+
+
+-----------------------------------------------
+Normal statistic                      :    1.27
+p-value of test                       :    0.10
+
+-----------------------------------------------
+CPU time used                    :  00:00:33.85
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleCorr test:
+-----------------------------------------------
+   N =  1,  n = 2000000000,  r =  0,   k = 2
+
+
+-----------------------------------------------
+Normal statistic                      :    0.79
+p-value of test                       :    0.21
+
+-----------------------------------------------
+CPU time used                    :  00:00:38.50
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_AppearanceSpacings test:
+-----------------------------------------------
+   N =  1,   Q = 10000000,   K = 1000000000,   r = 0,   s = 3,   L = 15
+
+   Sequences of n = (K + Q)L =  15150000000 bits
+   Q = 10000000 initialization blocks
+   K = 1000000000 blocks for the test
+   the blocks have L = 15 bits
+
+
+
+-----------------------------------------------
+Normal statistic                      :    0.18
+p-value of test                       :    0.43
+
+-----------------------------------------------
+CPU time used                    :  00:02:01.34
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_AppearanceSpacings test:
+-----------------------------------------------
+   N =  1,   Q = 10000000,   K = 1000000000,   r = 27,   s = 3,   L = 15
+
+   Sequences of n = (K + Q)L =  15150000000 bits
+   Q = 10000000 initialization blocks
+   K = 1000000000 blocks for the test
+   the blocks have L = 15 bits
+
+
+
+-----------------------------------------------
+Normal statistic                      :   -0.43
+p-value of test                       :    0.67
+
+-----------------------------------------------
+CPU time used                    :  00:02:06.50
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r =  0,  k = 256,  Alpha =      0,  Beta =   0.25
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   67
+Chi-square statistic                  :   55.91
+p-value of test                       :    0.83
+
+-----------------------------------------------
+CPU time used                    :  00:01:25.81
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r = 20,  k = 256,  Alpha =      0,  Beta =   0.25
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   67
+Chi-square statistic                  :   54.53
+p-value of test                       :    0.86
+
+-----------------------------------------------
+CPU time used                    :  00:01:36.26
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r = 28,  k = 256,  Alpha =      0,  Beta =   0.25
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   67
+Chi-square statistic                  :   63.48
+p-value of test                       :    0.60
+
+-----------------------------------------------
+CPU time used                    :  00:01:37.78
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r =  0,  k = 256,  Alpha =      0,  Beta = 0.0625
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   37
+Chi-square statistic                  :   28.72
+p-value of test                       :    0.83
+
+-----------------------------------------------
+CPU time used                    :  00:01:24.95
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r = 10,  k = 256,  Alpha =      0,  Beta = 0.0625
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   37
+Chi-square statistic                  :   43.65
+p-value of test                       :    0.21
+
+-----------------------------------------------
+CPU time used                    :  00:01:38.87
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r = 26,  k = 256,  Alpha =      0,  Beta = 0.0625
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   37
+Chi-square statistic                  :   29.71
+p-value of test                       :    0.80
+
+-----------------------------------------------
+CPU time used                    :  00:01:37.88
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SumCollector test:
+-----------------------------------------------
+   N =  1,  n = 500000000,  r =  0,   g = 10
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   29
+Chi-square statistic                  :   26.44
+p-value of test                       :    0.60
+
+-----------------------------------------------
+CPU time used                    :  00:02:46.09
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N = 10,  n = 1000000,  r =  0,    s = 5,    L = 30,    k = 30
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.26
+p-value of test                       :    0.21
+
+Kolmogorov-Smirnov- statistic = D-    : 6.85e-3
+p-value of test                       :    0.9927
+
+Anderson-Darling statistic = A2       :    1.97
+p-value of test                       :    0.10
+
+Test on the sum of all N observations
+Number of degrees of freedom          :   40
+Chi-square statistic                  :   26.18
+p-value of test                       :    0.95
+
+-----------------------------------------------
+CPU time used                    :  00:01:22.87
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N = 10,  n = 1000000,  r = 25,    s = 5,    L = 30,    k = 30
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.27
+p-value of test                       :    0.20
+
+Kolmogorov-Smirnov- statistic = D-    :    0.14
+p-value of test                       :    0.64
+
+Anderson-Darling statistic = A2       :    0.85
+p-value of test                       :    0.44
+
+Test on the sum of all N observations
+Number of degrees of freedom          :   40
+Chi-square statistic                  :   30.14
+p-value of test                       :    0.87
+
+-----------------------------------------------
+CPU time used                    :  00:01:25.53
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N =  1,  n = 5000,  r =  0,    s = 4,    L = 1000,    k = 1000
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    3
+Chi-square statistic                  :    2.30
+p-value of test                       :    0.51
+
+-----------------------------------------------
+CPU time used                    :  00:02:11.29
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N =  1,  n = 5000,  r = 26,    s = 4,    L = 1000,    k = 1000
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    3
+Chi-square statistic                  :    2.38
+p-value of test                       :    0.50
+
+-----------------------------------------------
+CPU time used                    :  00:02:27.00
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N =  1,  n = 80,  r = 15,    s = 15,    L = 5000,    k = 5000
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    2
+Chi-square statistic                  :    0.66
+p-value of test                       :    0.72
+
+-----------------------------------------------
+CPU time used                    :  00:01:34.88
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N =  1,  n = 80,  r =  0,    s = 30,    L = 5000,    k = 5000
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    2
+Chi-square statistic                  :    1.25
+p-value of test                       :    0.54
+
+-----------------------------------------------
+CPU time used                    :  00:01:18.23
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_Savir2 test:
+-----------------------------------------------
+   N = 10,  n = 10000000,  r = 10,    m = 1048576,    t = 30
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.16
+p-value of test                       :    0.55
+
+Kolmogorov-Smirnov- statistic = D-    :    0.21
+p-value of test                       :    0.35
+
+Anderson-Darling statistic = A2       :    0.57
+p-value of test                       :    0.67
+
+Test on the sum of all N observations
+Number of degrees of freedom          :  130
+Chi-square statistic                  :  138.86
+p-value of test                       :    0.28
+
+-----------------------------------------------
+CPU time used                    :  00:01:02.64
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_GCD test:
+-----------------------------------------------
+   N = 10,  n = 50000000,  r =  0,   s = 30
+
+
+-----------------------------------------------
+Test results for GCD values:
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.14
+p-value of test                       :    0.62
+
+Kolmogorov-Smirnov- statistic = D-    :   0.091
+p-value of test                       :    0.80
+
+Anderson-Darling statistic = A2       :    0.25
+p-value of test                       :    0.97
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 17430
+Chi-square statistic                  :17356.71
+p-value of test                       :    0.65
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:53.31
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r =  0,   s = 5,   L0 =   50,   L1 =   50
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :   36
+ChiSquare statistic                   :   44.08
+p-value of test                       :    0.17
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :   35
+ChiSquare statistic                   :   26.05
+p-value of test                       :    0.86
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          :   25
+ChiSquare statistic                   :   15.35
+p-value of test                       :    0.93
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :   24
+ChiSquare statistic                   :   20.84
+p-value of test                       :    0.65
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :   17
+ChiSquare statistic                   :   22.38
+p-value of test                       :    0.17
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:52.59
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r = 25,   s = 5,   L0 =   50,   L1 =   50
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :   36
+ChiSquare statistic                   :   25.16
+p-value of test                       :    0.91
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :   35
+ChiSquare statistic                   :   32.23
+p-value of test                       :    0.60
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          :   25
+ChiSquare statistic                   :   29.73
+p-value of test                       :    0.23
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :   24
+ChiSquare statistic                   :   14.61
+p-value of test                       :    0.93
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :   17
+ChiSquare statistic                   :   27.42
+p-value of test                       :    0.05
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:56.36
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 10000000,  r =  0,   s = 10,   L0 = 1000,   L1 = 1000
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :  146
+ChiSquare statistic                   :  146.80
+p-value of test                       :    0.47
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :  146
+ChiSquare statistic                   :  136.73
+p-value of test                       :    0.70
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          :  500
+ChiSquare statistic                   :  505.13
+p-value of test                       :    0.43
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :  136
+ChiSquare statistic                   :  142.38
+p-value of test                       :    0.34
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :   74
+ChiSquare statistic                   :   76.79
+p-value of test                       :    0.39
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:00.07
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 10000000,  r = 20,   s = 10,   L0 = 1000,   L1 = 1000
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :  146
+ChiSquare statistic                   :  170.66
+p-value of test                       :    0.08
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :  146
+ChiSquare statistic                   :  121.85
+p-value of test                       :    0.93
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          :  500
+ChiSquare statistic                   :  451.52
+p-value of test                       :    0.94
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :  136
+ChiSquare statistic                   :  144.44
+p-value of test                       :    0.29
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :   74
+ChiSquare statistic                   :   74.50
+p-value of test                       :    0.46
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:00.50
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 1000000,  r =  0,   s = 15,   L0 = 10000,   L1 = 10000
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :  384
+ChiSquare statistic                   :  397.90
+p-value of test                       :    0.30
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :  384
+ChiSquare statistic                   :  347.57
+p-value of test                       :    0.91
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          : 5000
+ChiSquare statistic                   : 4899.86
+p-value of test                       :    0.84
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :  378
+ChiSquare statistic                   :  378.36
+p-value of test                       :    0.49
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :  200
+ChiSquare statistic                   :  196.15
+p-value of test                       :    0.56
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:50.51
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 1000000,  r = 15,   s = 15,   L0 = 10000,   L1 = 10000
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :  384
+ChiSquare statistic                   :  369.01
+p-value of test                       :    0.70
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :  384
+ChiSquare statistic                   :  370.06
+p-value of test                       :    0.69
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          : 5000
+ChiSquare statistic                   : 4939.69
+p-value of test                       :    0.73
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :  378
+ChiSquare statistic                   :  386.04
+p-value of test                       :    0.38
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :  200
+ChiSquare statistic                   :  216.47
+p-value of test                       :    0.20
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:52.92
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+scomp_LinearComp test:
+-----------------------------------------------
+   N =  1,  n = 400020,  r =  0,    s = 1
+
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   12
+Chi2 statistic for size of jumps      :   17.05
+p-value of test                       :    0.15
+
+
+-----------------------------------------------
+Normal statistic for number of jumps  : -402.71
+p-value of test                       : 1 - eps1    *****
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:07.80
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+scomp_LinearComp test:
+-----------------------------------------------
+   N =  1,  n = 400020,  r = 29,    s = 1
+
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   12
+Chi2 statistic for size of jumps      :    6.30
+p-value of test                       :    0.90
+
+
+-----------------------------------------------
+Normal statistic for number of jumps  : -402.72
+p-value of test                       : 1 - eps1    *****
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:07.81
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+scomp_LempelZiv test:
+-----------------------------------------------
+   N = 10,  n = 134217728,  r =  0,   s =   30,   k =   27
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.19
+p-value of test                       :    0.44
+
+Kolmogorov-Smirnov- statistic = D-    :    0.12
+p-value of test                       :    0.68
+
+Anderson-Darling statistic = A2       :    0.51
+p-value of test                       :    0.73
+
+Tests on the sum of all N observations
+Standardized normal statistic         :   -0.44
+p-value of test                       :    0.67
+
+Sample variance                       :    0.47
+p-value of test                       :    0.89
+
+-----------------------------------------------
+CPU time used                    :  00:00:56.12
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+scomp_LempelZiv test:
+-----------------------------------------------
+   N = 10,  n = 134217728,  r = 15,   s =   15,   k =   27
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.16
+p-value of test                       :    0.56
+
+Kolmogorov-Smirnov- statistic = D-    :    0.18
+p-value of test                       :    0.45
+
+Anderson-Darling statistic = A2       :    0.50
+p-value of test                       :    0.74
+
+Tests on the sum of all N observations
+Standardized normal statistic         :  -0.022
+p-value of test                       :    0.51
+
+Sample variance                       :    0.64
+p-value of test                       :    0.76
+
+-----------------------------------------------
+CPU time used                    :  00:00:58.20
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sspectral_Fourier3 test:
+-----------------------------------------------
+   N = 100000,  n = 16384,  r =  0,   s =    3,   k =   14
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.020
+p-value of test                       :    0.04
+
+Kolmogorov-Smirnov- statistic = D-    : 9.81e-3
+p-value of test                       :    0.45
+
+Anderson-Darling statistic = A2       :    1.11
+p-value of test                       :    0.30
+
+-----------------------------------------------
+CPU time used                    :  00:00:46.63
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sspectral_Fourier3 test:
+-----------------------------------------------
+   N = 100000,  n = 16384,  r = 27,   s =    3,   k =   14
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.020
+p-value of test                       :    0.04
+
+Kolmogorov-Smirnov- statistic = D-    : 8.30e-3
+p-value of test                       :    0.57
+
+Anderson-Darling statistic = A2       :    1.36
+p-value of test                       :    0.21
+
+-----------------------------------------------
+CPU time used                    :  00:00:46.34
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_LongestHeadRun test:
+-----------------------------------------------
+   N =  1,  n = 1000,  r =  0,   s = 3,   L = 10000020
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    8
+Chi-square statistic                  :    5.93
+p-value of test                       :    0.65
+
+-----------------------------------------------
+Global longest run of 1               :   31.00
+p-value of test                       :    0.69
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:41.50
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_LongestHeadRun test:
+-----------------------------------------------
+   N =  1,  n = 1000,  r = 27,   s = 3,   L = 10000020
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    8
+Chi-square statistic                  :   12.56
+p-value of test                       :    0.13
+
+-----------------------------------------------
+Global longest run of 1               :   32.00
+p-value of test                       :    0.50
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:46.00
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_PeriodsInStrings test:
+-----------------------------------------------
+   N = 10,  n = 500000000,  r =  0,   s =   10
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.100
+p-value of test                       :    0.76
+
+Kolmogorov-Smirnov- statistic = D-    :    0.42
+p-value of test                       :    0.02
+
+Anderson-Darling statistic = A2       :    1.91
+p-value of test                       :    0.10
+
+Test on the sum of all N observations
+Number of degrees of freedom          :  200
+Chi-square statistic                  :  221.78
+p-value of test                       :    0.14
+
+-----------------------------------------------
+CPU time used                    :  00:02:46.95
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_PeriodsInStrings test:
+-----------------------------------------------
+   N = 10,  n = 500000000,  r = 20,   s =   10
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.18
+p-value of test                       :    0.47
+
+Kolmogorov-Smirnov- statistic = D-    :    0.19
+p-value of test                       :    0.42
+
+Anderson-Darling statistic = A2       :    0.54
+p-value of test                       :    0.70
+
+Test on the sum of all N observations
+Number of degrees of freedom          :  200
+Chi-square statistic                  :  193.27
+p-value of test                       :    0.62
+
+-----------------------------------------------
+CPU time used                    :  00:02:49.84
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingWeight2 test:
+-----------------------------------------------
+   N = 10,  n = 1000000000,  r =  0,   s = 3,   L = 1000000
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.26
+p-value of test                       :    0.23
+
+Kolmogorov-Smirnov- statistic = D-    :    0.10
+p-value of test                       :    0.75
+
+Anderson-Darling statistic = A2       :    0.69
+p-value of test                       :    0.56
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 10000
+Chi-square statistic                  : 9886.36
+p-value of test                       :    0.79
+
+-----------------------------------------------
+CPU time used                    :  00:01:09.12
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingWeight2 test:
+-----------------------------------------------
+   N = 10,  n = 1000000000,  r = 27,   s = 3,   L = 1000000
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.22
+p-value of test                       :    0.35
+
+Kolmogorov-Smirnov- statistic = D-    :   0.047
+p-value of test                       :    0.93
+
+Anderson-Darling statistic = A2       :    0.58
+p-value of test                       :    0.66
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 10000
+Chi-square statistic                  : 9875.89
+p-value of test                       :    0.81
+
+-----------------------------------------------
+CPU time used                    :  00:01:09.02
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingCorr test:
+-----------------------------------------------
+   N =  1,  n = 1000000000,  r = 10,   s = 10,   L = 30
+
+
+
+-----------------------------------------------
+Normal statistic                      :    0.66
+p-value of test                       :    0.25
+
+-----------------------------------------------
+CPU time used                    :  00:01:22.06
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingCorr test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r = 10,   s = 10,   L = 300
+
+
+
+-----------------------------------------------
+Normal statistic                      :    0.95
+p-value of test                       :    0.17
+
+-----------------------------------------------
+CPU time used                    :  00:01:19.70
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingCorr test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r = 10,   s = 10,   L = 1200
+
+
+
+-----------------------------------------------
+Normal statistic                      :    0.69
+p-value of test                       :    0.24
+
+-----------------------------------------------
+CPU time used                    :  00:05:13.12
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N = 10,  n = 30000000,  r =  0,   s = 3,   L = 30,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.27
+p-value of test                       :    0.19
+
+Kolmogorov-Smirnov- statistic = D-    :    0.17
+p-value of test                       :    0.51
+
+Anderson-Darling statistic = A2       :    0.71
+p-value of test                       :    0.55
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 4890
+Chi-square statistic                  : 4867.92
+p-value of test                       :    0.59
+
+-----------------------------------------------
+CPU time used                    :  00:02:09.87
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N = 10,  n = 30000000,  r = 27,   s = 3,   L = 30,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.070
+p-value of test                       :    0.87
+
+Kolmogorov-Smirnov- statistic = D-    :    0.24
+p-value of test                       :    0.27
+
+Anderson-Darling statistic = A2       :    0.59
+p-value of test                       :    0.65
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 4890
+Chi-square statistic                  : 4959.03
+p-value of test                       :    0.24
+
+-----------------------------------------------
+CPU time used                    :  00:02:14.50
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N =  1,  n = 30000000,  r =  0,   s = 4,   L = 300,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+Number of degrees of freedom          : 4117
+Chi-square statistic                  : 4043.58
+p-value of test                       :    0.79
+
+-----------------------------------------------
+CPU time used                    :  00:01:36.80
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N =  1,  n = 30000000,  r = 26,   s = 4,   L = 300,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+Number of degrees of freedom          : 4117
+Chi-square statistic                  : 4097.80
+p-value of test                       :    0.58
+
+-----------------------------------------------
+CPU time used                    :  00:01:40.04
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N =  1,  n = 10000000,  r =  0,   s = 5,   L = 1200,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+Number of degrees of freedom          : 11825
+Chi-square statistic                  :11605.55
+p-value of test                       :    0.92
+
+-----------------------------------------------
+CPU time used                    :  00:01:46.31
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N =  1,  n = 10000000,  r = 25,   s = 5,   L = 1200,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+Number of degrees of freedom          : 11825
+Chi-square statistic                  :11752.46
+p-value of test                       :    0.68
+
+-----------------------------------------------
+CPU time used                    :  00:01:50.80
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_Run test:
+-----------------------------------------------
+   N =  1,  n = 2000000000,  r =  0,   s =    3
+
+
+-----------------------------------------------
+Total number of 1 runs:  2000000000
+
+Number of degrees of freedom          :   54
+Chi2 statistic for number of runs     :   49.81
+p-value of test                       :    0.64
+
+
+-----------------------------------------------
+Total number of bits:  8000064369
+
+Normal statistic for number of bits   :    0.51
+p-value of test                       :    0.31
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:23.40
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_Run test:
+-----------------------------------------------
+   N =  1,  n = 2000000000,  r = 27,   s =    3
+
+
+-----------------------------------------------
+Total number of 1 runs:  2000000000
+
+Number of degrees of freedom          :   54
+Chi2 statistic for number of runs     :   46.50
+p-value of test                       :    0.76
+
+
+-----------------------------------------------
+Total number of bits:  7999938513
+
+Normal statistic for number of bits   :   -0.49
+p-value of test                       :    0.69
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:26.13
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_AutoCor test:
+-----------------------------------------------
+   N = 10,  n = 1000000030,  r =  0,   s = 3,   d = 1
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.087
+p-value of test                       :    0.82
+
+Kolmogorov-Smirnov- statistic = D-    :    0.24
+p-value of test                       :    0.28
+
+Anderson-Darling statistic = A2       :    0.75
+p-value of test                       :    0.51
+
+Tests on the sum of all N observations
+Standardized normal statistic         :    0.74
+p-value of test                       :    0.23
+
+Sample variance                       :    1.24
+p-value of test                       :    0.26
+
+-----------------------------------------------
+CPU time used                    :  00:02:57.57
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_AutoCor test:
+-----------------------------------------------
+   N = 10,  n = 1000000029,  r =  0,   s = 3,   d = 3
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.24
+p-value of test                       :    0.28
+
+Kolmogorov-Smirnov- statistic = D-    :   0.043
+p-value of test                       :    0.94
+
+Anderson-Darling statistic = A2       :    0.77
+p-value of test                       :    0.50
+
+Tests on the sum of all N observations
+Standardized normal statistic         :   -1.03
+p-value of test                       :    0.85
+
+Sample variance                       :    0.81
+p-value of test                       :    0.61
+
+-----------------------------------------------
+CPU time used                    :  00:02:30.07
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_AutoCor test:
+-----------------------------------------------
+   N = 10,  n = 1000000030,  r = 27,   s = 3,   d = 1
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.12
+p-value of test                       :    0.70
+
+Kolmogorov-Smirnov- statistic = D-    :    0.28
+p-value of test                       :    0.17
+
+Anderson-Darling statistic = A2       :    1.06
+p-value of test                       :    0.33
+
+Tests on the sum of all N observations
+Standardized normal statistic         :    1.00
+p-value of test                       :    0.16
+
+Sample variance                       :    0.50
+p-value of test                       :    0.87
+
+-----------------------------------------------
+CPU time used                    :  00:02:52.25
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_AutoCor test:
+-----------------------------------------------
+   N = 10,  n = 1000000029,  r = 27,   s = 3,   d = 3
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.16
+p-value of test                       :    0.53
+
+Kolmogorov-Smirnov- statistic = D-    :    0.26
+p-value of test                       :    0.21
+
+Anderson-Darling statistic = A2       :    0.99
+p-value of test                       :    0.36
+
+Tests on the sum of all N observations
+Standardized normal statistic         :    0.17
+p-value of test                       :    0.43
+
+Sample variance                       :    1.45
+p-value of test                       :    0.16
+
+-----------------------------------------------
+CPU time used                    :  00:02:23.81
+
+Generator state:
+N/A
+
+
+
+
+========= Summary results of BigCrush =========
+
+ Version:          TestU01 1.2.3
+ Generator:        stdin
+ Number of statistics:  160
+ Total CPU time:   04:37:38.79
+ The following tests gave p-values outside [0.001, 0.9990]:
+ (eps  means a value < 1.0e-300):
+ (eps1 means a value < 1.0e-15):
+
+       Test                          p-value
+ ----------------------------------------------
+ 80  LinearComp, r = 0              1 - eps1
+ 81  LinearComp, r = 29             1 - eps1
+ ----------------------------------------------
+ All other tests were passed
+
+
+
+# 
+# Test duration: 1375.9153346867167 minutes
+# 
diff --git a/src/site/resources/txt/userguide/rng/stress/tu/run_2/tu_3 b/src/site/resources/txt/userguide/rng/stress/tu/run_2/tu_3
new file mode 100644
index 000000000..8ca22c4c6
--- /dev/null
+++ b/src/site/resources/txt/userguide/rng/stress/tu/run_2/tu_3
@@ -0,0 +1,3808 @@
+# 
+# RNG: org.apache.commons.math4.rng.internal.source32.Well512a
+# 
+# Java: 1.8.0_66
+# Runtime: 1.8.0_66-b17
+# JVM: Java HotSpot(TM) 64-Bit Server VM 25.66-b17
+# OS: Linux 3.16.0-4-amd64 amd64
+# 
+# Analyzer: ../stdin2testu01 BigCrush 
+# 
+xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
+                 Starting BigCrush
+                 Version: TestU01 1.2.3
+xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
+
+
+***********************************************************
+Test smarsa_SerialOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N =  1,  n = 1000000000,  r =  0,   d =  256,   t =  3,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =           16777216
+       Expected number per cell =   59.604645
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =   0.0083558402,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          : 16711680
+Value of the statistic                : 1.67e+7
+p-value of test                       :    0.34
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:10.91
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_SerialOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N =  1,  n = 1000000000,  r = 22,   d =  256,   t =  3,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =           16777216
+       Expected number per cell =   59.604645
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =   0.0083558402,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          : 16711680
+Value of the statistic                : 1.67e+7
+p-value of test                       :    0.59
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:17.60
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  0,   d = 2097152,   t =  2,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1277
+p-value of test                       :    0.9911
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334397
+  j =  1                              :        599997446
+  j =  2                              :             1277
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:05:16.17
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  9,   d = 2097152,   t =  2,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1356
+p-value of test                       :    0.58
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334476
+  j =  1                              :        599997288
+  j =  2                              :             1356
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:06:01.99
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  0,   d = 16384,   t =  3,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1387
+p-value of test                       :    0.27
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334507
+  j =  1                              :        599997226
+  j =  2                              :             1387
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:07:14.16
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r = 16,   d = 16384,   t =  3,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1389
+p-value of test                       :    0.25
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334509
+  j =  1                              :        599997222
+  j =  2                              :             1389
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:06:17.19
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  0,   d =   64,   t =  7,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1352
+p-value of test                       :    0.62
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334472
+  j =  1                              :        599997296
+  j =  2                              :             1352
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:08:26.05
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r = 24,   d =   64,   t =  7,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1367
+p-value of test                       :    0.47
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334487
+  j =  1                              :        599997266
+  j =  2                              :             1367
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:07:57.48
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  0,   d =    8,   t = 14,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1431
+p-value of test                       :    0.04
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334551
+  j =  1                              :        599997138
+  j =  2                              :             1431
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:08:57.92
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r = 27,   d =    8,   t = 14,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1391
+p-value of test                       :    0.24
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334511
+  j =  1                              :        599997218
+  j =  2                              :             1391
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:06:34.30
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  0,   d =    4,   t = 21,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1386
+p-value of test                       :    0.28
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334506
+  j =  1                              :        599997228
+  j =  2                              :             1386
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:07:44.36
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r = 28,   d =    4,   t = 21,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1349
+p-value of test                       :    0.65
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334469
+  j =  1                              :        599997302
+  j =  2                              :             1349
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:07:27.22
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 100,  n = 10000000,  r =  0,    d = 2147483648,    t = 2,    p = 1
+
+
+      Number of cells = d^t = 4611686018427387904
+      Lambda = Poisson mean =      54.2101
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    5421.01
+Total observed number                 :    5409
+p-value of test                       :    0.56
+
+
+-----------------------------------------------
+CPU time used                    :  00:05:13.60
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 20000000,  r =  0,    d = 2097152,    t = 3,    p = 1
+
+
+      Number of cells = d^t = 9223372036854775808
+      Lambda = Poisson mean =     216.8404
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    4336.81
+Total observed number                 :    4331
+p-value of test                       :    0.53
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:18.06
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 30000000,  r = 14,    d = 65536,    t = 4,    p = 1
+
+
+      Number of cells = d^t = 18446744073709551616
+      Lambda = Poisson mean =     365.9182
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    7318.36
+Total observed number                 :    7273
+p-value of test                       :    0.70
+
+
+-----------------------------------------------
+CPU time used                    :  00:03:54.75
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 20000000,  r =  0,    d = 512,    t = 7,    p = 1
+
+
+      Number of cells = d^t = 9223372036854775808
+      Lambda = Poisson mean =     216.8404
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    4336.81
+Total observed number                 :    4122
+p-value of test                       :    0.9995    *****
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:52.10
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 20000000,  r =  7,    d = 512,    t = 7,    p = 1
+
+
+      Number of cells = d^t = 9223372036854775808
+      Lambda = Poisson mean =     216.8404
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    4336.81
+Total observed number                 :    4286
+p-value of test                       :    0.78
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:54.09
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 30000000,  r = 14,    d = 256,    t = 8,    p = 1
+
+
+      Number of cells = d^t = 18446744073709551616
+      Lambda = Poisson mean =     365.9182
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    7318.36
+Total observed number                 :    7230
+p-value of test                       :    0.85
+
+
+-----------------------------------------------
+CPU time used                    :  00:04:15.00
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 30000000,  r = 22,    d = 256,    t = 8,    p = 1
+
+
+      Number of cells = d^t = 18446744073709551616
+      Lambda = Poisson mean =     365.9182
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    7318.36
+Total observed number                 :    7360
+p-value of test                       :    0.31
+
+
+-----------------------------------------------
+CPU time used                    :  00:04:04.88
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 30000000,  r =  0,    d = 16,    t = 16,    p = 1
+
+
+      Number of cells = d^t = 18446744073709551616
+      Lambda = Poisson mean =     365.9182
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    7318.36
+Total observed number                 :    7403
+p-value of test                       :    0.16
+
+
+-----------------------------------------------
+CPU time used                    :  00:05:08.97
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 30000000,  r = 26,    d = 16,    t = 16,    p = 1
+
+
+      Number of cells = d^t = 18446744073709551616
+      Lambda = Poisson mean =     365.9182
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    7318.36
+Total observed number                 :    7460
+p-value of test                       :    0.05
+
+
+-----------------------------------------------
+CPU time used                    :  00:05:29.90
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+snpair_ClosePairs test:
+-----------------------------------------------
+   N = 30,  n = 6000000,  r =  0,  t = 3,  p = 0,  m = 30,  Torus =  TRUE
+
+
+---------------------------------------
+Test based on the 2 nearest points (NP):
+
+Stat. AD on the N values (NP)         :    0.46
+p-value of test                       :    0.78
+
+
+A2 test based on the spacings between the
+   successive jump times of process Y_n(t):
+
+A2 test on the values of A2 (m-NP)    :    1.47
+p-value of test                       :    0.18
+
+Test on the Nm values of W_{n,i}(mNP1):    0.63
+p-value of test                       :    0.62
+
+Test on the jump times of Y
+   (superposition of Yn):
+
+Expected number of jumps of Y = mN    :     900
+Number of jumps of Y                  :     868
+p-value of test                       :    0.85
+
+Stat. AD (mNP2)                       :    0.60
+p-value of test                       :    0.65
+
+Stat. AD after spacings (mNP2-S)      :    1.11
+p-value of test                       :    0.31
+
+-----------------------------------------------
+CPU time used                    :  00:03:27.42
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+snpair_ClosePairs test:
+-----------------------------------------------
+   N = 20,  n = 4000000,  r =  0,  t = 5,  p = 0,  m = 30,  Torus =  TRUE
+
+
+---------------------------------------
+Test based on the 2 nearest points (NP):
+
+Stat. AD on the N values (NP)         :    1.50
+p-value of test                       :    0.18
+
+
+A2 test based on the spacings between the
+   successive jump times of process Y_n(t):
+
+A2 test on the values of A2 (m-NP)    :    0.33
+p-value of test                       :    0.91
+
+Test on the Nm values of W_{n,i}(mNP1):    3.58
+p-value of test                       :    0.01
+
+Test on the jump times of Y
+   (superposition of Yn):
+
+Expected number of jumps of Y = mN    :     600
+Number of jumps of Y                  :     549
+p-value of test                       :    0.98
+
+Stat. AD (mNP2)                       :    0.84
+p-value of test                       :    0.46
+
+Stat. AD after spacings (mNP2-S)      :    1.13
+p-value of test                       :    0.30
+
+-----------------------------------------------
+CPU time used                    :  00:02:06.61
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+snpair_ClosePairs test:
+-----------------------------------------------
+   N = 10,  n = 3000000,  r =  0,  t = 9,  p = 0,  m = 30,  Torus =  TRUE
+
+
+---------------------------------------
+Test based on the 2 nearest points (NP):
+
+Stat. AD on the N values (NP)         :    0.32
+p-value of test                       :    0.92
+
+
+A2 test based on the spacings between the
+   successive jump times of process Y_n(t):
+
+A2 test on the values of A2 (m-NP)    :    0.32
+p-value of test                       :    0.92
+
+Test on the Nm values of W_{n,i}(mNP1):    0.60
+p-value of test                       :    0.65
+
+Test on the jump times of Y
+   (superposition of Yn):
+
+Expected number of jumps of Y = mN    :     300
+Number of jumps of Y                  :     318
+p-value of test                       :    0.16
+
+Stat. AD (mNP2)                       :    0.63
+p-value of test                       :    0.62
+
+Stat. AD after spacings (mNP2-S)      :    0.28
+p-value of test                       :    0.95
+
+-----------------------------------------------
+CPU time used                    :  00:03:06.21
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+snpair_ClosePairs test:
+-----------------------------------------------
+   N =  5,  n = 2000000,  r =  0,  t = 16,  p = 0,  m = 30,  Torus =  TRUE
+
+
+---------------------------------------
+Test based on the 2 nearest points (NP):
+
+Stat. AD on the N values (NP)         :    0.65
+p-value of test                       :    0.60
+
+
+A2 test based on the spacings between the
+   successive jump times of process Y_n(t):
+
+A2 test on the values of A2 (m-NP)    :    0.81
+p-value of test                       :    0.46
+
+Test on the Nm values of W_{n,i}(mNP1):    0.86
+p-value of test                       :    0.44
+
+Test on the jump times of Y
+   (superposition of Yn):
+
+Expected number of jumps of Y = mN    :     150
+Number of jumps of Y                  :     155
+p-value of test                       :    0.35
+
+Stat. AD (mNP2)                       :    0.55
+p-value of test                       :    0.69
+
+Stat. AD after spacings (mNP2-S)      :    1.83
+p-value of test                       :    0.11
+
+-----------------------------------------------
+CPU time used                    :  00:03:20.96
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_SimpPoker test:
+-----------------------------------------------
+   N =  1,  n = 400000000,  r =  0,   d =    8,   k =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    7
+Chi-square statistic                  :    5.82
+p-value of test                       :    0.56
+
+-----------------------------------------------
+CPU time used                    :  00:01:18.31
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_SimpPoker test:
+-----------------------------------------------
+   N =  1,  n = 400000000,  r = 27,   d =    8,   k =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    7
+Chi-square statistic                  :    5.53
+p-value of test                       :    0.60
+
+-----------------------------------------------
+CPU time used                    :  00:01:31.72
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_SimpPoker test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r =  0,   d =   32,   k =   32
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   18
+Chi-square statistic                  :   20.07
+p-value of test                       :    0.33
+
+-----------------------------------------------
+CPU time used                    :  00:01:18.56
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_SimpPoker test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r = 25,   d =   32,   k =   32
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   18
+Chi-square statistic                  :    8.60
+p-value of test                       :    0.97
+
+-----------------------------------------------
+CPU time used                    :  00:01:28.85
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_CouponCollector test:
+-----------------------------------------------
+   N =  1,  n = 200000000,  r =  0,   d =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   54
+Chi-square statistic                  :   44.57
+p-value of test                       :    0.82
+
+-----------------------------------------------
+CPU time used                    :  00:01:42.47
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_CouponCollector test:
+-----------------------------------------------
+   N =  1,  n = 200000000,  r = 10,   d =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   54
+Chi-square statistic                  :   44.56
+p-value of test                       :    0.82
+
+-----------------------------------------------
+CPU time used                    :  00:01:55.77
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_CouponCollector test:
+-----------------------------------------------
+   N =  1,  n = 200000000,  r = 20,   d =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   54
+Chi-square statistic                  :   64.40
+p-value of test                       :    0.16
+
+-----------------------------------------------
+CPU time used                    :  00:01:51.51
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_CouponCollector test:
+-----------------------------------------------
+   N =  1,  n = 200000000,  r = 27,   d =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   54
+Chi-square statistic                  :   52.21
+p-value of test                       :    0.54
+
+-----------------------------------------------
+CPU time used                    :  00:01:51.53
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Gap test:
+-----------------------------------------------
+   N =  1,  n = 500000000,  r =  0,   Alpha =        0,   Beta  =   0.0625
+
+
+-----------------------------------------------
+Number of degrees of freedom          :  232
+Chi-square statistic                  :  253.43
+p-value of test                       :    0.16
+
+-----------------------------------------------
+CPU time used                    :  00:02:04.29
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Gap test:
+-----------------------------------------------
+   N =  1,  n = 300000000,  r = 25,   Alpha =        0,   Beta  =  0.03125
+
+
+-----------------------------------------------
+Number of degrees of freedom          :  434
+Chi-square statistic                  :  440.09
+p-value of test                       :    0.41
+
+-----------------------------------------------
+CPU time used                    :  00:03:01.19
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Gap test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r =  0,   Alpha =        0,   Beta  = 0.0078125
+
+
+-----------------------------------------------
+Number of degrees of freedom          : 1437
+Chi-square statistic                  : 1418.95
+p-value of test                       :    0.63
+
+-----------------------------------------------
+CPU time used                    :  00:03:08.40
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Gap test:
+-----------------------------------------------
+   N =  1,  n = 10000000,  r = 20,   Alpha =        0,   Beta  = 0.000976562
+
+
+-----------------------------------------------
+Number of degrees of freedom          : 7046
+Chi-square statistic                  : 7224.84
+p-value of test                       :    0.07
+
+-----------------------------------------------
+CPU time used                    :  00:03:13.84
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Run test:
+-----------------------------------------------
+   N =  5,  n = 1000000000,  r =  0,   Up = FALSE
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.13
+p-value of test                       :    0.79
+
+Kolmogorov-Smirnov- statistic = D-    :    0.47
+p-value of test                       :    0.07
+
+Anderson-Darling statistic = A2       :    1.05
+p-value of test                       :    0.33
+
+Test on the sum of all N observations
+Number of degrees of freedom          :   30
+Chi-square statistic                  :   37.91
+p-value of test                       :    0.15
+
+-----------------------------------------------
+CPU time used                    :  00:01:46.63
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Run test:
+-----------------------------------------------
+   N = 10,  n = 1000000000,  r = 15,   Up =  TRUE
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.15
+p-value of test                       :    0.58
+
+Kolmogorov-Smirnov- statistic = D-    :    0.26
+p-value of test                       :    0.23
+
+Anderson-Darling statistic = A2       :    0.74
+p-value of test                       :    0.52
+
+Test on the sum of all N observations
+Number of degrees of freedom          :   60
+Chi-square statistic                  :   69.38
+p-value of test                       :    0.19
+
+-----------------------------------------------
+CPU time used                    :  00:03:59.03
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_Permutation calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N =  1,  n = 1000000000,  r =  5,   t =  3,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =                  6
+       Expected number per cell =  1.6666667e+08
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =  2.5000002e-09,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          :    5
+Value of the statistic                :    1.92
+p-value of test                       :    0.86
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:07.00
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_Permutation calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N =  1,  n = 1000000000,  r =  5,   t =  5,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =                120
+       Expected number per cell =   8333333.3
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =  5.9500005e-08,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          :  119
+Value of the statistic                :  136.60
+p-value of test                       :    0.13
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:56.81
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_Permutation calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N =  1,  n = 500000000,  r =  5,   t =  7,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =               5040
+       Expected number per cell =   99206.349
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =  5.0390004e-06,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          : 5039
+Value of the statistic                : 5003.09
+p-value of test                       :    0.64
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:32.94
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_Permutation calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N =  1,  n = 500000000,  r = 10,   t = 10,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =            3628800
+       Expected number per cell =    137.7866
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =   0.0036287993,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          : 3628799
+Value of the statistic                : 3.63e+6
+p-value of test                       :    0.27
+
+
+-----------------------------------------------
+CPU time used                    :  00:03:08.20
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_CollisionPermut calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N = 20,  n = 20000000,  r =  0,   t = 14,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =        87178291200
+       Expected number per cell =  1 /  4358.9146
+       EColl = n^2 / (2k) =   2294.14912
+       Hashing =   TRUE
+
+       Collision test,    Mu =      2293.9736,    Sigma =    47.8841
+
+-----------------------------------------------
+Test Results for Collisions
+
+For the total number of collisions, we use
+      the Poisson approximation:
+Expected number of collisions = N*Mu  :    45879.47
+Observed number of collisions         :    45869
+p-value of test                       :    0.52
+
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :    1743165869869
+  j =  1                              :        399908262
+  j =  2                              :            45869
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:04:34.32
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_CollisionPermut calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N = 20,  n = 20000000,  r = 10,   t = 14,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =        87178291200
+       Expected number per cell =  1 /  4358.9146
+       EColl = n^2 / (2k) =   2294.14912
+       Hashing =   TRUE
+
+       Collision test,    Mu =      2293.9736,    Sigma =    47.8841
+
+-----------------------------------------------
+Test Results for Collisions
+
+For the total number of collisions, we use
+      the Poisson approximation:
+Expected number of collisions = N*Mu  :    45879.47
+Observed number of collisions         :    46179
+p-value of test                       :    0.08
+
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :    1743165870179
+  j =  1                              :        399907649
+  j =  2                              :            46165
+  j =  3                              :                7
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:04:47.19
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_MaxOft test:
+-----------------------------------------------
+   N = 40,  n = 10000000,  r =  0,   d = 100000,   t =  8
+
+      Number of categories = 100000
+      Expected number per category  = 100.00
+
+
+-----------------------------------------------
+Test results for chi2 with 99999 degrees of freedom:
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.059
+p-value of test                       :    0.73
+
+Kolmogorov-Smirnov- statistic = D-    :    0.14
+p-value of test                       :    0.20
+
+Anderson-Darling statistic = A2       :    0.73
+p-value of test                       :    0.53
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 3999960
+Chi-square statistic                  : 4.00e+6
+p-value of test                       :    0.41
+
+
+-----------------------------------------------
+Test results for Anderson-Darling:
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.13
+p-value of test                       :    0.23
+
+Kolmogorov-Smirnov- statistic = D-    :   0.048
+p-value of test                       :    0.80
+
+Anderson-Darling statistic = A2       :    0.98
+p-value of test                       :    0.37
+
+
+-----------------------------------------------
+CPU time used                    :  00:03:22.40
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_MaxOft test:
+-----------------------------------------------
+   N = 30,  n = 10000000,  r =  0,   d = 100000,   t = 16
+
+      Number of categories = 100000
+      Expected number per category  = 100.00
+
+
+-----------------------------------------------
+Test results for chi2 with 99999 degrees of freedom:
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.039
+p-value of test                       :    0.89
+
+Kolmogorov-Smirnov- statistic = D-    :    0.14
+p-value of test                       :    0.27
+
+Anderson-Darling statistic = A2       :    0.42
+p-value of test                       :    0.83
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 2999970
+Chi-square statistic                  : 3.00e+6
+p-value of test                       :    0.29
+
+
+-----------------------------------------------
+Test results for Anderson-Darling:
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.096
+p-value of test                       :    0.54
+
+Kolmogorov-Smirnov- statistic = D-    :   0.054
+p-value of test                       :    0.81
+
+Anderson-Darling statistic = A2       :    0.32
+p-value of test                       :    0.92
+
+
+-----------------------------------------------
+CPU time used                    :  00:03:07.37
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_MaxOft test:
+-----------------------------------------------
+   N = 20,  n = 10000000,  r =  0,   d = 100000,   t = 24
+
+      Number of categories = 100000
+      Expected number per category  = 100.00
+
+
+-----------------------------------------------
+Test results for chi2 with 99999 degrees of freedom:
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.17
+p-value of test                       :    0.30
+
+Kolmogorov-Smirnov- statistic = D-    :   0.095
+p-value of test                       :    0.66
+
+Anderson-Darling statistic = A2       :    0.95
+p-value of test                       :    0.38
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 1999980
+Chi-square statistic                  : 2.00e+6
+p-value of test                       :    0.85
+
+
+-----------------------------------------------
+Test results for Anderson-Darling:
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.073
+p-value of test                       :    0.77
+
+Kolmogorov-Smirnov- statistic = D-    :    0.13
+p-value of test                       :    0.48
+
+Anderson-Darling statistic = A2       :    0.32
+p-value of test                       :    0.92
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:26.72
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_MaxOft test:
+-----------------------------------------------
+   N = 20,  n = 10000000,  r =  0,   d = 100000,   t = 32
+
+      Number of categories = 100000
+      Expected number per category  = 100.00
+
+
+-----------------------------------------------
+Test results for chi2 with 99999 degrees of freedom:
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.25
+p-value of test                       :    0.07
+
+Kolmogorov-Smirnov- statistic = D-    :   0.054
+p-value of test                       :    0.86
+
+Anderson-Darling statistic = A2       :    1.85
+p-value of test                       :    0.11
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 1999980
+Chi-square statistic                  : 2.00e+6
+p-value of test                       :    0.95
+
+
+-----------------------------------------------
+Test results for Anderson-Darling:
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.085
+p-value of test                       :    0.71
+
+Kolmogorov-Smirnov- statistic = D-    :    0.17
+p-value of test                       :    0.27
+
+Anderson-Darling statistic = A2       :    1.11
+p-value of test                       :    0.30
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:55.39
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleProd test:
+-----------------------------------------------
+   N = 40,  n = 10000000,  r =  0,   t = 8
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.061
+p-value of test                       :    0.71
+
+Kolmogorov-Smirnov- statistic = D-    :    0.13
+p-value of test                       :    0.24
+
+Anderson-Darling statistic = A2       :    0.83
+p-value of test                       :    0.46
+
+-----------------------------------------------
+CPU time used                    :  00:02:27.69
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleProd test:
+-----------------------------------------------
+   N = 20,  n = 10000000,  r =  0,   t = 16
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.24
+p-value of test                       :    0.08
+
+Kolmogorov-Smirnov- statistic = D-    :   0.037
+p-value of test                       :    0.93
+
+Anderson-Darling statistic = A2       :    2.04
+p-value of test                       :    0.09
+
+-----------------------------------------------
+CPU time used                    :  00:01:44.82
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleProd test:
+-----------------------------------------------
+   N = 20,  n = 10000000,  r =  0,   t = 24
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.22
+p-value of test                       :    0.12
+
+Kolmogorov-Smirnov- statistic = D-    :   0.050
+p-value of test                       :    0.87
+
+Anderson-Darling statistic = A2       :    1.33
+p-value of test                       :    0.22
+
+-----------------------------------------------
+CPU time used                    :  00:02:10.45
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleMean test:
+-----------------------------------------------
+   N = 20000000,  n = 30,  r =  0
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    : 2.50e-4
+p-value of test                       :    0.08
+
+Kolmogorov-Smirnov- statistic = D-    : 1.04e-4
+p-value of test                       :    0.65
+
+Anderson-Darling statistic = A2       :    1.33
+p-value of test                       :    0.22
+
+-----------------------------------------------
+CPU time used                    :  00:00:33.03
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleMean test:
+-----------------------------------------------
+   N = 20000000,  n = 30,  r = 10
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    : 1.12e-4
+p-value of test                       :    0.61
+
+Kolmogorov-Smirnov- statistic = D-    : 1.70e-4
+p-value of test                       :    0.32
+
+Anderson-Darling statistic = A2       :    0.74
+p-value of test                       :    0.52
+
+-----------------------------------------------
+CPU time used                    :  00:00:35.48
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleCorr test:
+-----------------------------------------------
+   N =  1,  n = 2000000000,  r =  0,   k = 1
+
+
+-----------------------------------------------
+Normal statistic                      :  -0.014
+p-value of test                       :    0.51
+
+-----------------------------------------------
+CPU time used                    :  00:00:35.18
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleCorr test:
+-----------------------------------------------
+   N =  1,  n = 2000000000,  r =  0,   k = 2
+
+
+-----------------------------------------------
+Normal statistic                      :   -1.56
+p-value of test                       :    0.94
+
+-----------------------------------------------
+CPU time used                    :  00:00:32.40
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_AppearanceSpacings test:
+-----------------------------------------------
+   N =  1,   Q = 10000000,   K = 1000000000,   r = 0,   s = 3,   L = 15
+
+   Sequences of n = (K + Q)L =  15150000000 bits
+   Q = 10000000 initialization blocks
+   K = 1000000000 blocks for the test
+   the blocks have L = 15 bits
+
+
+
+-----------------------------------------------
+Normal statistic                      :    1.48
+p-value of test                       :    0.07
+
+-----------------------------------------------
+CPU time used                    :  00:01:55.00
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_AppearanceSpacings test:
+-----------------------------------------------
+   N =  1,   Q = 10000000,   K = 1000000000,   r = 27,   s = 3,   L = 15
+
+   Sequences of n = (K + Q)L =  15150000000 bits
+   Q = 10000000 initialization blocks
+   K = 1000000000 blocks for the test
+   the blocks have L = 15 bits
+
+
+
+-----------------------------------------------
+Normal statistic                      :   -0.98
+p-value of test                       :    0.84
+
+-----------------------------------------------
+CPU time used                    :  00:01:58.14
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r =  0,  k = 256,  Alpha =      0,  Beta =   0.25
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   67
+Chi-square statistic                  :   83.09
+p-value of test                       :    0.09
+
+-----------------------------------------------
+CPU time used                    :  00:01:20.12
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r = 20,  k = 256,  Alpha =      0,  Beta =   0.25
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   67
+Chi-square statistic                  :   72.46
+p-value of test                       :    0.30
+
+-----------------------------------------------
+CPU time used                    :  00:01:36.04
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r = 28,  k = 256,  Alpha =      0,  Beta =   0.25
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   67
+Chi-square statistic                  :   65.85
+p-value of test                       :    0.52
+
+-----------------------------------------------
+CPU time used                    :  00:01:39.11
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r =  0,  k = 256,  Alpha =      0,  Beta = 0.0625
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   37
+Chi-square statistic                  :   36.54
+p-value of test                       :    0.49
+
+-----------------------------------------------
+CPU time used                    :  00:01:19.04
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r = 10,  k = 256,  Alpha =      0,  Beta = 0.0625
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   37
+Chi-square statistic                  :   29.21
+p-value of test                       :    0.82
+
+-----------------------------------------------
+CPU time used                    :  00:01:38.39
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r = 26,  k = 256,  Alpha =      0,  Beta = 0.0625
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   37
+Chi-square statistic                  :   36.00
+p-value of test                       :    0.52
+
+-----------------------------------------------
+CPU time used                    :  00:01:38.62
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SumCollector test:
+-----------------------------------------------
+   N =  1,  n = 500000000,  r =  0,   g = 10
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   29
+Chi-square statistic                  :   24.68
+p-value of test                       :    0.69
+
+-----------------------------------------------
+CPU time used                    :  00:02:37.89
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N = 10,  n = 1000000,  r =  0,    s = 5,    L = 30,    k = 30
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.24
+p-value of test                       :    0.28
+
+Kolmogorov-Smirnov- statistic = D-    :   0.035
+p-value of test                       :    0.95
+
+Anderson-Darling statistic = A2       :    1.23
+p-value of test                       :    0.25
+
+Test on the sum of all N observations
+Number of degrees of freedom          :   40
+Chi-square statistic                  :   31.77
+p-value of test                       :    0.82
+
+-----------------------------------------------
+CPU time used                    :  00:01:25.01
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N = 10,  n = 1000000,  r = 25,    s = 5,    L = 30,    k = 30
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.46
+p-value of test                       :  8.7e-3
+
+Kolmogorov-Smirnov- statistic = D-    :    0.13
+p-value of test                       :    0.67
+
+Anderson-Darling statistic = A2       :    1.58
+p-value of test                       :    0.16
+
+Test on the sum of all N observations
+Number of degrees of freedom          :   40
+Chi-square statistic                  :   31.11
+p-value of test                       :    0.84
+
+-----------------------------------------------
+CPU time used                    :  00:01:28.09
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N =  1,  n = 5000,  r =  0,    s = 4,    L = 1000,    k = 1000
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    3
+Chi-square statistic                  : 9.41e+5
+p-value of test                       :   eps      *****
+
+-----------------------------------------------
+CPU time used                    :  00:02:09.70
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N =  1,  n = 5000,  r = 26,    s = 4,    L = 1000,    k = 1000
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    3
+Chi-square statistic                  : 9.41e+5
+p-value of test                       :   eps      *****
+
+-----------------------------------------------
+CPU time used                    :  00:02:07.48
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N =  1,  n = 80,  r = 15,    s = 15,    L = 5000,    k = 5000
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    2
+Chi-square statistic                  :  518.64
+p-value of test                       :   eps      *****
+
+-----------------------------------------------
+CPU time used                    :  00:00:48.05
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N =  1,  n = 80,  r =  0,    s = 30,    L = 5000,    k = 5000
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    2
+Chi-square statistic                  :  518.64
+p-value of test                       :   eps      *****
+
+-----------------------------------------------
+CPU time used                    :  00:00:33.36
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_Savir2 test:
+-----------------------------------------------
+   N = 10,  n = 10000000,  r = 10,    m = 1048576,    t = 30
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.44
+p-value of test                       :    0.01
+
+Kolmogorov-Smirnov- statistic = D-    :   0.068
+p-value of test                       :    0.88
+
+Anderson-Darling statistic = A2       :    3.70
+p-value of test                       :    0.01
+
+Test on the sum of all N observations
+Number of degrees of freedom          :  130
+Chi-square statistic                  :   93.70
+p-value of test                       :    0.9931
+
+-----------------------------------------------
+CPU time used                    :  00:01:02.03
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_GCD test:
+-----------------------------------------------
+   N = 10,  n = 50000000,  r =  0,   s = 30
+
+
+-----------------------------------------------
+Test results for GCD values:
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.053
+p-value of test                       :    0.91
+
+Kolmogorov-Smirnov- statistic = D-    :    0.20
+p-value of test                       :    0.41
+
+Anderson-Darling statistic = A2       :    0.57
+p-value of test                       :    0.68
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 17430
+Chi-square statistic                  :17609.71
+p-value of test                       :    0.17
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:53.20
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r =  0,   s = 5,   L0 =   50,   L1 =   50
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :   36
+ChiSquare statistic                   :   36.66
+p-value of test                       :    0.44
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :   35
+ChiSquare statistic                   :   34.18
+p-value of test                       :    0.51
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          :   25
+ChiSquare statistic                   :   21.68
+p-value of test                       :    0.65
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :   24
+ChiSquare statistic                   :   35.34
+p-value of test                       :    0.06
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :   17
+ChiSquare statistic                   :   22.95
+p-value of test                       :    0.15
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:49.52
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r = 25,   s = 5,   L0 =   50,   L1 =   50
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :   36
+ChiSquare statistic                   :   35.61
+p-value of test                       :    0.49
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :   35
+ChiSquare statistic                   :   43.85
+p-value of test                       :    0.15
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          :   25
+ChiSquare statistic                   :   35.22
+p-value of test                       :    0.08
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :   24
+ChiSquare statistic                   :   13.68
+p-value of test                       :    0.95
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :   17
+ChiSquare statistic                   :   25.00
+p-value of test                       :    0.09
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:50.70
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 10000000,  r =  0,   s = 10,   L0 = 1000,   L1 = 1000
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :  146
+ChiSquare statistic                   :  143.34
+p-value of test                       :    0.55
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :  146
+ChiSquare statistic                   :  149.00
+p-value of test                       :    0.42
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          :  500
+ChiSquare statistic                   :  474.10
+p-value of test                       :    0.79
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :  136
+ChiSquare statistic                   :  154.35
+p-value of test                       :    0.13
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :   74
+ChiSquare statistic                   :   65.37
+p-value of test                       :    0.75
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:02.79
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 10000000,  r = 20,   s = 10,   L0 = 1000,   L1 = 1000
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :  146
+ChiSquare statistic                   :  141.14
+p-value of test                       :    0.60
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :  146
+ChiSquare statistic                   :  162.20
+p-value of test                       :    0.17
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          :  500
+ChiSquare statistic                   :  474.44
+p-value of test                       :    0.79
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :  136
+ChiSquare statistic                   :  139.23
+p-value of test                       :    0.41
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :   74
+ChiSquare statistic                   :   86.57
+p-value of test                       :    0.15
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:01.60
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 1000000,  r =  0,   s = 15,   L0 = 10000,   L1 = 10000
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :  384
+ChiSquare statistic                   :  359.71
+p-value of test                       :    0.81
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :  384
+ChiSquare statistic                   :  377.22
+p-value of test                       :    0.59
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          : 5000
+ChiSquare statistic                   : 4915.97
+p-value of test                       :    0.80
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :  378
+ChiSquare statistic                   :  355.90
+p-value of test                       :    0.79
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :  200
+ChiSquare statistic                   :  240.90
+p-value of test                       :    0.03
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:48.87
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 1000000,  r = 15,   s = 15,   L0 = 10000,   L1 = 10000
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :  384
+ChiSquare statistic                   :  438.15
+p-value of test                       :    0.03
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :  384
+ChiSquare statistic                   :  366.02
+p-value of test                       :    0.74
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          : 5000
+ChiSquare statistic                   : 4948.94
+p-value of test                       :    0.69
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :  378
+ChiSquare statistic                   :  367.64
+p-value of test                       :    0.64
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :  200
+ChiSquare statistic                   :  168.26
+p-value of test                       :    0.95
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:52.10
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+scomp_LinearComp test:
+-----------------------------------------------
+   N =  1,  n = 400020,  r =  0,    s = 1
+
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   12
+Chi2 statistic for size of jumps      :   11.11
+p-value of test                       :    0.52
+
+
+-----------------------------------------------
+Normal statistic for number of jumps  : -446.06
+p-value of test                       : 1 - eps1    *****
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:00.19
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+scomp_LinearComp test:
+-----------------------------------------------
+   N =  1,  n = 400020,  r = 29,    s = 1
+
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   12
+Chi2 statistic for size of jumps      :    7.08
+p-value of test                       :    0.85
+
+
+-----------------------------------------------
+Normal statistic for number of jumps  : -446.03
+p-value of test                       : 1 - eps1    *****
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:00.19
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+scomp_LempelZiv test:
+-----------------------------------------------
+   N = 10,  n = 134217728,  r =  0,   s =   30,   k =   27
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.43
+p-value of test                       :    0.02
+
+Kolmogorov-Smirnov- statistic = D-    :   0.031
+p-value of test                       :    0.96
+
+Anderson-Darling statistic = A2       :    4.20
+p-value of test                       :  7.3e-3
+
+Tests on the sum of all N observations
+Standardized normal statistic         :   -2.72
+p-value of test                       :    0.9968
+
+Sample variance                       :    0.66
+p-value of test                       :    0.75
+
+-----------------------------------------------
+CPU time used                    :  00:00:57.80
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+scomp_LempelZiv test:
+-----------------------------------------------
+   N = 10,  n = 134217728,  r = 15,   s =   15,   k =   27
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.34
+p-value of test                       :    0.08
+
+Kolmogorov-Smirnov- statistic = D-    : 9.28e-3
+p-value of test                       :    0.99
+
+Anderson-Darling statistic = A2       :    1.85
+p-value of test                       :    0.11
+
+Tests on the sum of all N observations
+Standardized normal statistic         :   -1.90
+p-value of test                       :    0.97
+
+Sample variance                       :    0.92
+p-value of test                       :    0.51
+
+-----------------------------------------------
+CPU time used                    :  00:00:58.80
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sspectral_Fourier3 test:
+-----------------------------------------------
+   N = 100000,  n = 16384,  r =  0,   s =    3,   k =   14
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.011
+p-value of test                       :    0.37
+
+Kolmogorov-Smirnov- statistic = D-    : 8.49e-3
+p-value of test                       :    0.55
+
+Anderson-Darling statistic = A2       :    0.60
+p-value of test                       :    0.65
+
+-----------------------------------------------
+CPU time used                    :  00:00:47.88
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sspectral_Fourier3 test:
+-----------------------------------------------
+   N = 100000,  n = 16384,  r = 27,   s =    3,   k =   14
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.013
+p-value of test                       :    0.26
+
+Kolmogorov-Smirnov- statistic = D-    : 6.01e-3
+p-value of test                       :    0.74
+
+Anderson-Darling statistic = A2       :    0.44
+p-value of test                       :    0.81
+
+-----------------------------------------------
+CPU time used                    :  00:00:47.56
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_LongestHeadRun test:
+-----------------------------------------------
+   N =  1,  n = 1000,  r =  0,   s = 3,   L = 10000020
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    8
+Chi-square statistic                  :    6.56
+p-value of test                       :    0.59
+
+-----------------------------------------------
+Global longest run of 1               :   33.00
+p-value of test                       :    0.44
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:40.60
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_LongestHeadRun test:
+-----------------------------------------------
+   N =  1,  n = 1000,  r = 27,   s = 3,   L = 10000020
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    8
+Chi-square statistic                  :    7.68
+p-value of test                       :    0.46
+
+-----------------------------------------------
+Global longest run of 1               :   31.00
+p-value of test                       :    0.69
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:43.95
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_PeriodsInStrings test:
+-----------------------------------------------
+   N = 10,  n = 500000000,  r =  0,   s =   10
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.30
+p-value of test                       :    0.13
+
+Kolmogorov-Smirnov- statistic = D-    :   0.078
+p-value of test                       :    0.85
+
+Anderson-Darling statistic = A2       :    1.17
+p-value of test                       :    0.28
+
+Test on the sum of all N observations
+Number of degrees of freedom          :  200
+Chi-square statistic                  :  173.33
+p-value of test                       :    0.91
+
+-----------------------------------------------
+CPU time used                    :  00:02:54.37
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_PeriodsInStrings test:
+-----------------------------------------------
+   N = 10,  n = 500000000,  r = 20,   s =   10
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.23
+p-value of test                       :    0.31
+
+Kolmogorov-Smirnov- statistic = D-    :    0.16
+p-value of test                       :    0.55
+
+Anderson-Darling statistic = A2       :    0.96
+p-value of test                       :    0.38
+
+Test on the sum of all N observations
+Number of degrees of freedom          :  200
+Chi-square statistic                  :  187.11
+p-value of test                       :    0.73
+
+-----------------------------------------------
+CPU time used                    :  00:02:56.12
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingWeight2 test:
+-----------------------------------------------
+   N = 10,  n = 1000000000,  r =  0,   s = 3,   L = 1000000
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.32
+p-value of test                       :    0.11
+
+Kolmogorov-Smirnov- statistic = D-    :   0.036
+p-value of test                       :    0.95
+
+Anderson-Darling statistic = A2       :    1.08
+p-value of test                       :    0.31
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 10000
+Chi-square statistic                  : 9822.82
+p-value of test                       :    0.90
+
+-----------------------------------------------
+CPU time used                    :  00:01:07.51
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingWeight2 test:
+-----------------------------------------------
+   N = 10,  n = 1000000000,  r = 27,   s = 3,   L = 1000000
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.25
+p-value of test                       :    0.24
+
+Kolmogorov-Smirnov- statistic = D-    :    0.18
+p-value of test                       :    0.48
+
+Anderson-Darling statistic = A2       :    0.94
+p-value of test                       :    0.39
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 10000
+Chi-square statistic                  : 9954.22
+p-value of test                       :    0.63
+
+-----------------------------------------------
+CPU time used                    :  00:01:11.00
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingCorr test:
+-----------------------------------------------
+   N =  1,  n = 1000000000,  r = 10,   s = 10,   L = 30
+
+
+
+-----------------------------------------------
+Normal statistic                      :    0.50
+p-value of test                       :    0.31
+
+-----------------------------------------------
+CPU time used                    :  00:01:19.45
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingCorr test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r = 10,   s = 10,   L = 300
+
+
+
+-----------------------------------------------
+Normal statistic                      :   -0.94
+p-value of test                       :    0.83
+
+-----------------------------------------------
+CPU time used                    :  00:01:17.07
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingCorr test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r = 10,   s = 10,   L = 1200
+
+
+
+-----------------------------------------------
+Normal statistic                      :    2.10
+p-value of test                       :    0.02
+
+-----------------------------------------------
+CPU time used                    :  00:05:11.95
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N = 10,  n = 30000000,  r =  0,   s = 3,   L = 30,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.16
+p-value of test                       :    0.56
+
+Kolmogorov-Smirnov- statistic = D-    :    0.11
+p-value of test                       :    0.72
+
+Anderson-Darling statistic = A2       :    0.48
+p-value of test                       :    0.76
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 4890
+Chi-square statistic                  : 4882.62
+p-value of test                       :    0.53
+
+-----------------------------------------------
+CPU time used                    :  00:02:12.43
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N = 10,  n = 30000000,  r = 27,   s = 3,   L = 30,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.073
+p-value of test                       :    0.86
+
+Kolmogorov-Smirnov- statistic = D-    :    0.50
+p-value of test                       :  4.2e-3
+
+Anderson-Darling statistic = A2       :    2.99
+p-value of test                       :    0.03
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 4890
+Chi-square statistic                  : 5072.21
+p-value of test                       :    0.03
+
+-----------------------------------------------
+CPU time used                    :  00:02:15.67
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N =  1,  n = 30000000,  r =  0,   s = 4,   L = 300,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+Number of degrees of freedom          : 4117
+Chi-square statistic                  : 4264.78
+p-value of test                       :    0.05
+
+-----------------------------------------------
+CPU time used                    :  00:01:35.54
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N =  1,  n = 30000000,  r = 26,   s = 4,   L = 300,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+Number of degrees of freedom          : 4117
+Chi-square statistic                  : 4058.38
+p-value of test                       :    0.74
+
+-----------------------------------------------
+CPU time used                    :  00:01:39.30
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N =  1,  n = 10000000,  r =  0,   s = 5,   L = 1200,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+Number of degrees of freedom          : 11825
+Chi-square statistic                  :11823.23
+p-value of test                       :    0.50
+
+-----------------------------------------------
+CPU time used                    :  00:01:44.88
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N =  1,  n = 10000000,  r = 25,   s = 5,   L = 1200,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+Number of degrees of freedom          : 11825
+Chi-square statistic                  :11752.74
+p-value of test                       :    0.68
+
+-----------------------------------------------
+CPU time used                    :  00:01:53.46
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_Run test:
+-----------------------------------------------
+   N =  1,  n = 2000000000,  r =  0,   s =    3
+
+
+-----------------------------------------------
+Total number of 1 runs:  2000000000
+
+Number of degrees of freedom          :   54
+Chi2 statistic for number of runs     :   41.14
+p-value of test                       :    0.90
+
+
+-----------------------------------------------
+Total number of bits:  7999950150
+
+Normal statistic for number of bits   :   -0.39
+p-value of test                       :    0.65
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:22.89
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_Run test:
+-----------------------------------------------
+   N =  1,  n = 2000000000,  r = 27,   s =    3
+
+
+-----------------------------------------------
+Total number of 1 runs:  2000000000
+
+Number of degrees of freedom          :   54
+Chi2 statistic for number of runs     :   55.11
+p-value of test                       :    0.43
+
+
+-----------------------------------------------
+Total number of bits:  7999810113
+
+Normal statistic for number of bits   :   -1.50
+p-value of test                       :    0.93
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:26.54
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_AutoCor test:
+-----------------------------------------------
+   N = 10,  n = 1000000030,  r =  0,   s = 3,   d = 1
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.12
+p-value of test                       :    0.71
+
+Kolmogorov-Smirnov- statistic = D-    :    0.18
+p-value of test                       :    0.46
+
+Anderson-Darling statistic = A2       :    0.23
+p-value of test                       :    0.98
+
+Tests on the sum of all N observations
+Standardized normal statistic         :    0.17
+p-value of test                       :    0.43
+
+Sample variance                       :    1.06
+p-value of test                       :    0.39
+
+-----------------------------------------------
+CPU time used                    :  00:02:49.13
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_AutoCor test:
+-----------------------------------------------
+   N = 10,  n = 1000000029,  r =  0,   s = 3,   d = 3
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.16
+p-value of test                       :    0.55
+
+Kolmogorov-Smirnov- statistic = D-    :    0.12
+p-value of test                       :    0.69
+
+Anderson-Darling statistic = A2       :    0.37
+p-value of test                       :    0.87
+
+Tests on the sum of all N observations
+Standardized normal statistic         :   -0.35
+p-value of test                       :    0.64
+
+Sample variance                       :    0.60
+p-value of test                       :    0.80
+
+-----------------------------------------------
+CPU time used                    :  00:02:25.97
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_AutoCor test:
+-----------------------------------------------
+   N = 10,  n = 1000000030,  r = 27,   s = 3,   d = 1
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.100
+p-value of test                       :    0.77
+
+Kolmogorov-Smirnov- statistic = D-    :    0.15
+p-value of test                       :    0.60
+
+Anderson-Darling statistic = A2       :    0.33
+p-value of test                       :    0.92
+
+Tests on the sum of all N observations
+Standardized normal statistic         :    0.42
+p-value of test                       :    0.34
+
+Sample variance                       :    1.47
+p-value of test                       :    0.15
+
+-----------------------------------------------
+CPU time used                    :  00:02:43.67
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_AutoCor test:
+-----------------------------------------------
+   N = 10,  n = 1000000029,  r = 27,   s = 3,   d = 3
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.24
+p-value of test                       :    0.28
+
+Kolmogorov-Smirnov- statistic = D-    :    0.18
+p-value of test                       :    0.47
+
+Anderson-Darling statistic = A2       :    0.57
+p-value of test                       :    0.68
+
+Tests on the sum of all N observations
+Standardized normal statistic         :   -0.40
+p-value of test                       :    0.65
+
+Sample variance                       :    0.84
+p-value of test                       :    0.58
+
+-----------------------------------------------
+CPU time used                    :  00:02:25.14
+
+Generator state:
+N/A
+
+
+
+
+========= Summary results of BigCrush =========
+
+ Version:          TestU01 1.2.3
+ Generator:        stdin
+ Number of statistics:  160
+ Total CPU time:   04:32:32.93
+ The following tests gave p-values outside [0.001, 0.9990]:
+ (eps  means a value < 1.0e-300):
+ (eps1 means a value < 1.0e-15):
+
+       Test                          p-value
+ ----------------------------------------------
+ 16  BirthdaySpacings, t = 7         0.9995 
+ 68  MatrixRank, L=1000, r=0          eps  
+ 69  MatrixRank, L=1000, r=26         eps  
+ 70  MatrixRank, L=5000               eps  
+ 71  MatrixRank, L=5000               eps  
+ 80  LinearComp, r = 0              1 - eps1
+ 81  LinearComp, r = 29             1 - eps1
+ ----------------------------------------------
+ All other tests were passed
+
+
+
+# 
+# Test duration: 1381.6155634380166 minutes
+# 
diff --git a/src/site/resources/txt/userguide/rng/stress/tu/run_2/tu_4 b/src/site/resources/txt/userguide/rng/stress/tu/run_2/tu_4
new file mode 100644
index 000000000..7db11e7a7
--- /dev/null
+++ b/src/site/resources/txt/userguide/rng/stress/tu/run_2/tu_4
@@ -0,0 +1,3805 @@
+# 
+# RNG: org.apache.commons.math4.rng.internal.source32.Well1024a
+# 
+# Java: 1.8.0_66
+# Runtime: 1.8.0_66-b17
+# JVM: Java HotSpot(TM) 64-Bit Server VM 25.66-b17
+# OS: Linux 3.16.0-4-amd64 amd64
+# 
+# Analyzer: ../stdin2testu01 BigCrush 
+# 
+xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
+                 Starting BigCrush
+                 Version: TestU01 1.2.3
+xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
+
+
+***********************************************************
+Test smarsa_SerialOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N =  1,  n = 1000000000,  r =  0,   d =  256,   t =  3,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =           16777216
+       Expected number per cell =   59.604645
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =   0.0083558402,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          : 16711680
+Value of the statistic                : 1.67e+7
+p-value of test                       :    0.08
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:53.13
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_SerialOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N =  1,  n = 1000000000,  r = 22,   d =  256,   t =  3,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =           16777216
+       Expected number per cell =   59.604645
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =   0.0083558402,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          : 16711680
+Value of the statistic                : 1.67e+7
+p-value of test                       :    0.71
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:37.81
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  0,   d = 2097152,   t =  2,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1332
+p-value of test                       :    0.80
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334452
+  j =  1                              :        599997336
+  j =  2                              :             1332
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:05:29.16
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  9,   d = 2097152,   t =  2,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1365
+p-value of test                       :    0.50
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334485
+  j =  1                              :        599997270
+  j =  2                              :             1365
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:06:02.47
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  0,   d = 16384,   t =  3,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1324
+p-value of test                       :    0.86
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334444
+  j =  1                              :        599997352
+  j =  2                              :             1324
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:05:39.06
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r = 16,   d = 16384,   t =  3,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1414
+p-value of test                       :    0.09
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334534
+  j =  1                              :        599997172
+  j =  2                              :             1414
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:06:55.44
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  0,   d =   64,   t =  7,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1333
+p-value of test                       :    0.80
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334453
+  j =  1                              :        599997334
+  j =  2                              :             1333
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:06:11.32
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r = 24,   d =   64,   t =  7,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1390
+p-value of test                       :    0.25
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334510
+  j =  1                              :        599997220
+  j =  2                              :             1390
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:06:08.61
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  0,   d =    8,   t = 14,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1395
+p-value of test                       :    0.21
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334515
+  j =  1                              :        599997210
+  j =  2                              :             1395
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:07:44.88
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r = 27,   d =    8,   t = 14,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1377
+p-value of test                       :    0.37
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334497
+  j =  1                              :        599997246
+  j =  2                              :             1377
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:07:38.94
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  0,   d =    4,   t = 21,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1340
+p-value of test                       :    0.74
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334460
+  j =  1                              :        599997320
+  j =  2                              :             1340
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:06:53.82
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r = 28,   d =    4,   t = 21,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1365
+p-value of test                       :    0.50
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334485
+  j =  1                              :        599997270
+  j =  2                              :             1365
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:06:40.84
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 100,  n = 10000000,  r =  0,    d = 2147483648,    t = 2,    p = 1
+
+
+      Number of cells = d^t = 4611686018427387904
+      Lambda = Poisson mean =      54.2101
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    5421.01
+Total observed number                 :    5306
+p-value of test                       :    0.94
+
+
+-----------------------------------------------
+CPU time used                    :  00:05:18.09
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 20000000,  r =  0,    d = 2097152,    t = 3,    p = 1
+
+
+      Number of cells = d^t = 9223372036854775808
+      Lambda = Poisson mean =     216.8404
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    4336.81
+Total observed number                 :    4322
+p-value of test                       :    0.59
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:19.34
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 30000000,  r = 14,    d = 65536,    t = 4,    p = 1
+
+
+      Number of cells = d^t = 18446744073709551616
+      Lambda = Poisson mean =     365.9182
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    7318.36
+Total observed number                 :    7252
+p-value of test                       :    0.78
+
+
+-----------------------------------------------
+CPU time used                    :  00:03:56.48
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 20000000,  r =  0,    d = 512,    t = 7,    p = 1
+
+
+      Number of cells = d^t = 9223372036854775808
+      Lambda = Poisson mean =     216.8404
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    4336.81
+Total observed number                 :    4384
+p-value of test                       :    0.24
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:53.93
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 20000000,  r =  7,    d = 512,    t = 7,    p = 1
+
+
+      Number of cells = d^t = 9223372036854775808
+      Lambda = Poisson mean =     216.8404
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    4336.81
+Total observed number                 :    4336
+p-value of test                       :    0.50
+
+
+-----------------------------------------------
+CPU time used                    :  00:03:00.89
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 30000000,  r = 14,    d = 256,    t = 8,    p = 1
+
+
+      Number of cells = d^t = 18446744073709551616
+      Lambda = Poisson mean =     365.9182
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    7318.36
+Total observed number                 :    7399
+p-value of test                       :    0.17
+
+
+-----------------------------------------------
+CPU time used                    :  00:04:22.78
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 30000000,  r = 22,    d = 256,    t = 8,    p = 1
+
+
+      Number of cells = d^t = 18446744073709551616
+      Lambda = Poisson mean =     365.9182
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    7318.36
+Total observed number                 :    7392
+p-value of test                       :    0.20
+
+
+-----------------------------------------------
+CPU time used                    :  00:04:07.61
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 30000000,  r =  0,    d = 16,    t = 16,    p = 1
+
+
+      Number of cells = d^t = 18446744073709551616
+      Lambda = Poisson mean =     365.9182
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    7318.36
+Total observed number                 :    7330
+p-value of test                       :    0.45
+
+
+-----------------------------------------------
+CPU time used                    :  00:05:19.07
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 30000000,  r = 26,    d = 16,    t = 16,    p = 1
+
+
+      Number of cells = d^t = 18446744073709551616
+      Lambda = Poisson mean =     365.9182
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    7318.36
+Total observed number                 :    7420
+p-value of test                       :    0.12
+
+
+-----------------------------------------------
+CPU time used                    :  00:05:37.68
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+snpair_ClosePairs test:
+-----------------------------------------------
+   N = 30,  n = 6000000,  r =  0,  t = 3,  p = 0,  m = 30,  Torus =  TRUE
+
+
+---------------------------------------
+Test based on the 2 nearest points (NP):
+
+Stat. AD on the N values (NP)         :    0.65
+p-value of test                       :    0.61
+
+
+A2 test based on the spacings between the
+   successive jump times of process Y_n(t):
+
+A2 test on the values of A2 (m-NP)    :    0.66
+p-value of test                       :    0.59
+
+Test on the Nm values of W_{n,i}(mNP1):    0.52
+p-value of test                       :    0.72
+
+Test on the jump times of Y
+   (superposition of Yn):
+
+Expected number of jumps of Y = mN    :     900
+Number of jumps of Y                  :     913
+p-value of test                       :    0.34
+
+Stat. AD (mNP2)                       :    1.17
+p-value of test                       :    0.28
+
+Stat. AD after spacings (mNP2-S)      :    0.82
+p-value of test                       :    0.47
+
+-----------------------------------------------
+CPU time used                    :  00:03:17.60
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+snpair_ClosePairs test:
+-----------------------------------------------
+   N = 20,  n = 4000000,  r =  0,  t = 5,  p = 0,  m = 30,  Torus =  TRUE
+
+
+---------------------------------------
+Test based on the 2 nearest points (NP):
+
+Stat. AD on the N values (NP)         :    0.51
+p-value of test                       :    0.74
+
+
+A2 test based on the spacings between the
+   successive jump times of process Y_n(t):
+
+A2 test on the values of A2 (m-NP)    :    1.05
+p-value of test                       :    0.33
+
+Test on the Nm values of W_{n,i}(mNP1):    1.29
+p-value of test                       :    0.24
+
+Test on the jump times of Y
+   (superposition of Yn):
+
+Expected number of jumps of Y = mN    :     600
+Number of jumps of Y                  :     625
+p-value of test                       :    0.16
+
+Stat. AD (mNP2)                       :    0.61
+p-value of test                       :    0.64
+
+Stat. AD after spacings (mNP2-S)      :    1.50
+p-value of test                       :    0.18
+
+-----------------------------------------------
+CPU time used                    :  00:02:20.52
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+snpair_ClosePairs test:
+-----------------------------------------------
+   N = 10,  n = 3000000,  r =  0,  t = 9,  p = 0,  m = 30,  Torus =  TRUE
+
+
+---------------------------------------
+Test based on the 2 nearest points (NP):
+
+Stat. AD on the N values (NP)         :    0.15
+p-value of test                       :    0.9987
+
+
+A2 test based on the spacings between the
+   successive jump times of process Y_n(t):
+
+A2 test on the values of A2 (m-NP)    :    0.53
+p-value of test                       :    0.71
+
+Test on the Nm values of W_{n,i}(mNP1):    1.95
+p-value of test                       :    0.10
+
+Test on the jump times of Y
+   (superposition of Yn):
+
+Expected number of jumps of Y = mN    :     300
+Number of jumps of Y                  :     348
+p-value of test                       :  3.6e-3
+
+Stat. AD (mNP2)                       :    0.39
+p-value of test                       :    0.86
+
+Stat. AD after spacings (mNP2-S)      :    1.91
+p-value of test                       :    0.10
+
+-----------------------------------------------
+CPU time used                    :  00:03:16.14
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+snpair_ClosePairs test:
+-----------------------------------------------
+   N =  5,  n = 2000000,  r =  0,  t = 16,  p = 0,  m = 30,  Torus =  TRUE
+
+
+---------------------------------------
+Test based on the 2 nearest points (NP):
+
+Stat. AD on the N values (NP)         :    1.77
+p-value of test                       :    0.13
+
+
+A2 test based on the spacings between the
+   successive jump times of process Y_n(t):
+
+A2 test on the values of A2 (m-NP)    :    3.83
+p-value of test                       :    0.01
+
+Test on the Nm values of W_{n,i}(mNP1):    2.84
+p-value of test                       :    0.03
+
+Test on the jump times of Y
+   (superposition of Yn):
+
+Expected number of jumps of Y = mN    :     150
+Number of jumps of Y                  :     132
+p-value of test                       :    0.93
+
+Stat. AD (mNP2)                       :    1.13
+p-value of test                       :    0.30
+
+Stat. AD after spacings (mNP2-S)      :    0.52
+p-value of test                       :    0.73
+
+-----------------------------------------------
+CPU time used                    :  00:03:22.26
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_SimpPoker test:
+-----------------------------------------------
+   N =  1,  n = 400000000,  r =  0,   d =    8,   k =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    7
+Chi-square statistic                  :   10.17
+p-value of test                       :    0.18
+
+-----------------------------------------------
+CPU time used                    :  00:01:16.73
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_SimpPoker test:
+-----------------------------------------------
+   N =  1,  n = 400000000,  r = 27,   d =    8,   k =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    7
+Chi-square statistic                  :    8.69
+p-value of test                       :    0.28
+
+-----------------------------------------------
+CPU time used                    :  00:01:33.92
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_SimpPoker test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r =  0,   d =   32,   k =   32
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   18
+Chi-square statistic                  :   26.29
+p-value of test                       :    0.09
+
+-----------------------------------------------
+CPU time used                    :  00:01:18.85
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_SimpPoker test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r = 25,   d =   32,   k =   32
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   18
+Chi-square statistic                  :   17.41
+p-value of test                       :    0.50
+
+-----------------------------------------------
+CPU time used                    :  00:01:33.51
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_CouponCollector test:
+-----------------------------------------------
+   N =  1,  n = 200000000,  r =  0,   d =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   54
+Chi-square statistic                  :   65.38
+p-value of test                       :    0.14
+
+-----------------------------------------------
+CPU time used                    :  00:01:38.92
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_CouponCollector test:
+-----------------------------------------------
+   N =  1,  n = 200000000,  r = 10,   d =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   54
+Chi-square statistic                  :   59.57
+p-value of test                       :    0.28
+
+-----------------------------------------------
+CPU time used                    :  00:02:00.64
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_CouponCollector test:
+-----------------------------------------------
+   N =  1,  n = 200000000,  r = 20,   d =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   54
+Chi-square statistic                  :   55.74
+p-value of test                       :    0.41
+
+-----------------------------------------------
+CPU time used                    :  00:02:01.35
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_CouponCollector test:
+-----------------------------------------------
+   N =  1,  n = 200000000,  r = 27,   d =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   54
+Chi-square statistic                  :   76.56
+p-value of test                       :    0.02
+
+-----------------------------------------------
+CPU time used                    :  00:02:01.85
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Gap test:
+-----------------------------------------------
+   N =  1,  n = 500000000,  r =  0,   Alpha =        0,   Beta  =   0.0625
+
+
+-----------------------------------------------
+Number of degrees of freedom          :  232
+Chi-square statistic                  :  231.68
+p-value of test                       :    0.49
+
+-----------------------------------------------
+CPU time used                    :  00:02:11.96
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Gap test:
+-----------------------------------------------
+   N =  1,  n = 300000000,  r = 25,   Alpha =        0,   Beta  =  0.03125
+
+
+-----------------------------------------------
+Number of degrees of freedom          :  434
+Chi-square statistic                  :  395.34
+p-value of test                       :    0.91
+
+-----------------------------------------------
+CPU time used                    :  00:02:58.32
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Gap test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r =  0,   Alpha =        0,   Beta  = 0.0078125
+
+
+-----------------------------------------------
+Number of degrees of freedom          : 1437
+Chi-square statistic                  : 1392.08
+p-value of test                       :    0.80
+
+-----------------------------------------------
+CPU time used                    :  00:03:11.85
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Gap test:
+-----------------------------------------------
+   N =  1,  n = 10000000,  r = 20,   Alpha =        0,   Beta  = 0.000976562
+
+
+-----------------------------------------------
+Number of degrees of freedom          : 7046
+Chi-square statistic                  : 6841.00
+p-value of test                       :    0.96
+
+-----------------------------------------------
+CPU time used                    :  00:03:11.88
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Run test:
+-----------------------------------------------
+   N =  5,  n = 1000000000,  r =  0,   Up = FALSE
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.39
+p-value of test                       :    0.17
+
+Kolmogorov-Smirnov- statistic = D-    :    0.10
+p-value of test                       :    0.85
+
+Anderson-Darling statistic = A2       :    0.69
+p-value of test                       :    0.56
+
+Test on the sum of all N observations
+Number of degrees of freedom          :   30
+Chi-square statistic                  :   24.06
+p-value of test                       :    0.77
+
+-----------------------------------------------
+CPU time used                    :  00:01:45.15
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Run test:
+-----------------------------------------------
+   N = 10,  n = 1000000000,  r = 15,   Up =  TRUE
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.16
+p-value of test                       :    0.55
+
+Kolmogorov-Smirnov- statistic = D-    :    0.26
+p-value of test                       :    0.22
+
+Anderson-Darling statistic = A2       :    1.04
+p-value of test                       :    0.34
+
+Test on the sum of all N observations
+Number of degrees of freedom          :   60
+Chi-square statistic                  :   74.33
+p-value of test                       :    0.10
+
+-----------------------------------------------
+CPU time used                    :  00:04:14.55
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_Permutation calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N =  1,  n = 1000000000,  r =  5,   t =  3,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =                  6
+       Expected number per cell =  1.6666667e+08
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =  2.5000002e-09,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          :    5
+Value of the statistic                :    5.53
+p-value of test                       :    0.36
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:15.23
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_Permutation calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N =  1,  n = 1000000000,  r =  5,   t =  5,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =                120
+       Expected number per cell =   8333333.3
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =  5.9500005e-08,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          :  119
+Value of the statistic                :  107.33
+p-value of test                       :    0.77
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:07.07
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_Permutation calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N =  1,  n = 500000000,  r =  5,   t =  7,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =               5040
+       Expected number per cell =   99206.349
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =  5.0390004e-06,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          : 5039
+Value of the statistic                : 4823.98
+p-value of test                       :    0.98
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:32.50
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_Permutation calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N =  1,  n = 500000000,  r = 10,   t = 10,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =            3628800
+       Expected number per cell =    137.7866
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =   0.0036287993,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          : 3628799
+Value of the statistic                : 3.63e+6
+p-value of test                       :    0.08
+
+
+-----------------------------------------------
+CPU time used                    :  00:03:12.37
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_CollisionPermut calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N = 20,  n = 20000000,  r =  0,   t = 14,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =        87178291200
+       Expected number per cell =  1 /  4358.9146
+       EColl = n^2 / (2k) =   2294.14912
+       Hashing =   TRUE
+
+       Collision test,    Mu =      2293.9736,    Sigma =    47.8841
+
+-----------------------------------------------
+Test Results for Collisions
+
+For the total number of collisions, we use
+      the Poisson approximation:
+Expected number of collisions = N*Mu  :    45879.47
+Observed number of collisions         :    45927
+p-value of test                       :    0.41
+
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :    1743165869927
+  j =  1                              :        399908149
+  j =  2                              :            45921
+  j =  3                              :                3
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:04:21.80
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_CollisionPermut calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N = 20,  n = 20000000,  r = 10,   t = 14,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =        87178291200
+       Expected number per cell =  1 /  4358.9146
+       EColl = n^2 / (2k) =   2294.14912
+       Hashing =   TRUE
+
+       Collision test,    Mu =      2293.9736,    Sigma =    47.8841
+
+-----------------------------------------------
+Test Results for Collisions
+
+For the total number of collisions, we use
+      the Poisson approximation:
+Expected number of collisions = N*Mu  :    45879.47
+Observed number of collisions         :    45978
+p-value of test                       :    0.32
+
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :    1743165869978
+  j =  1                              :        399908047
+  j =  2                              :            45972
+  j =  3                              :                3
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:04:51.87
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_MaxOft test:
+-----------------------------------------------
+   N = 40,  n = 10000000,  r =  0,   d = 100000,   t =  8
+
+      Number of categories = 100000
+      Expected number per category  = 100.00
+
+
+-----------------------------------------------
+Test results for chi2 with 99999 degrees of freedom:
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.16
+p-value of test                       :    0.10
+
+Kolmogorov-Smirnov- statistic = D-    :   0.055
+p-value of test                       :    0.75
+
+Anderson-Darling statistic = A2       :    1.88
+p-value of test                       :    0.11
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 3999960
+Chi-square statistic                  : 4.00e+6
+p-value of test                       :    0.91
+
+
+-----------------------------------------------
+Test results for Anderson-Darling:
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.030
+p-value of test                       :    0.91
+
+Kolmogorov-Smirnov- statistic = D-    :   0.077
+p-value of test                       :    0.59
+
+Anderson-Darling statistic = A2       :    0.47
+p-value of test                       :    0.77
+
+
+-----------------------------------------------
+CPU time used                    :  00:03:24.75
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_MaxOft test:
+-----------------------------------------------
+   N = 30,  n = 10000000,  r =  0,   d = 100000,   t = 16
+
+      Number of categories = 100000
+      Expected number per category  = 100.00
+
+
+-----------------------------------------------
+Test results for chi2 with 99999 degrees of freedom:
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.20
+p-value of test                       :    0.08
+
+Kolmogorov-Smirnov- statistic = D-    :   0.069
+p-value of test                       :    0.72
+
+Anderson-Darling statistic = A2       :    1.12
+p-value of test                       :    0.30
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 2999970
+Chi-square statistic                  : 3.00e+6
+p-value of test                       :    0.73
+
+
+-----------------------------------------------
+Test results for Anderson-Darling:
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.033
+p-value of test                       :    0.92
+
+Kolmogorov-Smirnov- statistic = D-    :    0.19
+p-value of test                       :    0.10
+
+Anderson-Darling statistic = A2       :    1.98
+p-value of test                       :    0.10
+
+
+-----------------------------------------------
+CPU time used                    :  00:03:12.32
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_MaxOft test:
+-----------------------------------------------
+   N = 20,  n = 10000000,  r =  0,   d = 100000,   t = 24
+
+      Number of categories = 100000
+      Expected number per category  = 100.00
+
+
+-----------------------------------------------
+Test results for chi2 with 99999 degrees of freedom:
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.15
+p-value of test                       :    0.36
+
+Kolmogorov-Smirnov- statistic = D-    :   0.043
+p-value of test                       :    0.90
+
+Anderson-Darling statistic = A2       :    0.37
+p-value of test                       :    0.88
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 1999980
+Chi-square statistic                  : 2.00e+6
+p-value of test                       :    0.74
+
+
+-----------------------------------------------
+Test results for Anderson-Darling:
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.13
+p-value of test                       :    0.44
+
+Kolmogorov-Smirnov- statistic = D-    :   0.091
+p-value of test                       :    0.68
+
+Anderson-Darling statistic = A2       :    0.31
+p-value of test                       :    0.93
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:32.62
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_MaxOft test:
+-----------------------------------------------
+   N = 20,  n = 10000000,  r =  0,   d = 100000,   t = 32
+
+      Number of categories = 100000
+      Expected number per category  = 100.00
+
+
+-----------------------------------------------
+Test results for chi2 with 99999 degrees of freedom:
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.16
+p-value of test                       :    0.33
+
+Kolmogorov-Smirnov- statistic = D-    :    0.13
+p-value of test                       :    0.49
+
+Anderson-Darling statistic = A2       :    0.47
+p-value of test                       :    0.77
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 1999980
+Chi-square statistic                  : 2.00e+6
+p-value of test                       :    0.40
+
+
+-----------------------------------------------
+Test results for Anderson-Darling:
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.23
+p-value of test                       :    0.11
+
+Kolmogorov-Smirnov- statistic = D-    :    0.17
+p-value of test                       :    0.27
+
+Anderson-Darling statistic = A2       :    1.06
+p-value of test                       :    0.33
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:56.60
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleProd test:
+-----------------------------------------------
+   N = 40,  n = 10000000,  r =  0,   t = 8
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.089
+p-value of test                       :    0.50
+
+Kolmogorov-Smirnov- statistic = D-    :    0.11
+p-value of test                       :    0.33
+
+Anderson-Darling statistic = A2       :    0.73
+p-value of test                       :    0.53
+
+-----------------------------------------------
+CPU time used                    :  00:02:31.79
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleProd test:
+-----------------------------------------------
+   N = 20,  n = 10000000,  r =  0,   t = 16
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.060
+p-value of test                       :    0.83
+
+Kolmogorov-Smirnov- statistic = D-    :    0.12
+p-value of test                       :    0.50
+
+Anderson-Darling statistic = A2       :    0.37
+p-value of test                       :    0.87
+
+-----------------------------------------------
+CPU time used                    :  00:01:47.29
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleProd test:
+-----------------------------------------------
+   N = 20,  n = 10000000,  r =  0,   t = 24
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.20
+p-value of test                       :    0.17
+
+Kolmogorov-Smirnov- statistic = D-    :   0.027
+p-value of test                       :    0.96
+
+Anderson-Darling statistic = A2       :    0.97
+p-value of test                       :    0.37
+
+-----------------------------------------------
+CPU time used                    :  00:02:22.72
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleMean test:
+-----------------------------------------------
+   N = 20000000,  n = 30,  r =  0
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    : 2.66e-4
+p-value of test                       :    0.06
+
+Kolmogorov-Smirnov- statistic = D-    : 8.68e-5
+p-value of test                       :    0.74
+
+Anderson-Darling statistic = A2       :    1.03
+p-value of test                       :    0.34
+
+-----------------------------------------------
+CPU time used                    :  00:00:33.48
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleMean test:
+-----------------------------------------------
+   N = 20000000,  n = 30,  r = 10
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    : 1.52e-4
+p-value of test                       :    0.40
+
+Kolmogorov-Smirnov- statistic = D-    : 1.23e-4
+p-value of test                       :    0.54
+
+Anderson-Darling statistic = A2       :    0.69
+p-value of test                       :    0.57
+
+-----------------------------------------------
+CPU time used                    :  00:00:33.77
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleCorr test:
+-----------------------------------------------
+   N =  1,  n = 2000000000,  r =  0,   k = 1
+
+
+-----------------------------------------------
+Normal statistic                      :    0.98
+p-value of test                       :    0.16
+
+-----------------------------------------------
+CPU time used                    :  00:00:36.20
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleCorr test:
+-----------------------------------------------
+   N =  1,  n = 2000000000,  r =  0,   k = 2
+
+
+-----------------------------------------------
+Normal statistic                      :    1.58
+p-value of test                       :    0.06
+
+-----------------------------------------------
+CPU time used                    :  00:00:37.51
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_AppearanceSpacings test:
+-----------------------------------------------
+   N =  1,   Q = 10000000,   K = 1000000000,   r = 0,   s = 3,   L = 15
+
+   Sequences of n = (K + Q)L =  15150000000 bits
+   Q = 10000000 initialization blocks
+   K = 1000000000 blocks for the test
+   the blocks have L = 15 bits
+
+
+
+-----------------------------------------------
+Normal statistic                      :    0.50
+p-value of test                       :    0.31
+
+-----------------------------------------------
+CPU time used                    :  00:02:01.80
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_AppearanceSpacings test:
+-----------------------------------------------
+   N =  1,   Q = 10000000,   K = 1000000000,   r = 27,   s = 3,   L = 15
+
+   Sequences of n = (K + Q)L =  15150000000 bits
+   Q = 10000000 initialization blocks
+   K = 1000000000 blocks for the test
+   the blocks have L = 15 bits
+
+
+
+-----------------------------------------------
+Normal statistic                      :    0.69
+p-value of test                       :    0.25
+
+-----------------------------------------------
+CPU time used                    :  00:02:08.42
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r =  0,  k = 256,  Alpha =      0,  Beta =   0.25
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   67
+Chi-square statistic                  :   66.61
+p-value of test                       :    0.49
+
+-----------------------------------------------
+CPU time used                    :  00:01:23.63
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r = 20,  k = 256,  Alpha =      0,  Beta =   0.25
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   67
+Chi-square statistic                  :   73.68
+p-value of test                       :    0.27
+
+-----------------------------------------------
+CPU time used                    :  00:01:40.64
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r = 28,  k = 256,  Alpha =      0,  Beta =   0.25
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   67
+Chi-square statistic                  :   70.84
+p-value of test                       :    0.35
+
+-----------------------------------------------
+CPU time used                    :  00:01:45.37
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r =  0,  k = 256,  Alpha =      0,  Beta = 0.0625
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   37
+Chi-square statistic                  :   41.75
+p-value of test                       :    0.27
+
+-----------------------------------------------
+CPU time used                    :  00:01:23.48
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r = 10,  k = 256,  Alpha =      0,  Beta = 0.0625
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   37
+Chi-square statistic                  :   31.37
+p-value of test                       :    0.73
+
+-----------------------------------------------
+CPU time used                    :  00:01:44.77
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r = 26,  k = 256,  Alpha =      0,  Beta = 0.0625
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   37
+Chi-square statistic                  :   39.04
+p-value of test                       :    0.38
+
+-----------------------------------------------
+CPU time used                    :  00:01:42.43
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SumCollector test:
+-----------------------------------------------
+   N =  1,  n = 500000000,  r =  0,   g = 10
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   29
+Chi-square statistic                  :   33.29
+p-value of test                       :    0.27
+
+-----------------------------------------------
+CPU time used                    :  00:02:55.00
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N = 10,  n = 1000000,  r =  0,    s = 5,    L = 30,    k = 30
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.35
+p-value of test                       :    0.07
+
+Kolmogorov-Smirnov- statistic = D-    :   0.068
+p-value of test                       :    0.88
+
+Anderson-Darling statistic = A2       :    1.09
+p-value of test                       :    0.31
+
+Test on the sum of all N observations
+Number of degrees of freedom          :   40
+Chi-square statistic                  :   28.73
+p-value of test                       :    0.91
+
+-----------------------------------------------
+CPU time used                    :  00:01:23.34
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N = 10,  n = 1000000,  r = 25,    s = 5,    L = 30,    k = 30
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.43
+p-value of test                       :    0.02
+
+Kolmogorov-Smirnov- statistic = D-    :    0.12
+p-value of test                       :    0.70
+
+Anderson-Darling statistic = A2       :    1.83
+p-value of test                       :    0.11
+
+Test on the sum of all N observations
+Number of degrees of freedom          :   40
+Chi-square statistic                  :   25.89
+p-value of test                       :    0.96
+
+-----------------------------------------------
+CPU time used                    :  00:01:24.27
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N =  1,  n = 5000,  r =  0,    s = 4,    L = 1000,    k = 1000
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    3
+Chi-square statistic                  :    5.98
+p-value of test                       :    0.11
+
+-----------------------------------------------
+CPU time used                    :  00:02:27.70
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N =  1,  n = 5000,  r = 26,    s = 4,    L = 1000,    k = 1000
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    3
+Chi-square statistic                  :    2.19
+p-value of test                       :    0.53
+
+-----------------------------------------------
+CPU time used                    :  00:02:22.21
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N =  1,  n = 80,  r = 15,    s = 15,    L = 5000,    k = 5000
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    2
+Chi-square statistic                  :  518.64
+p-value of test                       :   eps      *****
+
+-----------------------------------------------
+CPU time used                    :  00:00:58.11
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N =  1,  n = 80,  r =  0,    s = 30,    L = 5000,    k = 5000
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    2
+Chi-square statistic                  :  518.64
+p-value of test                       :   eps      *****
+
+-----------------------------------------------
+CPU time used                    :  00:00:42.12
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_Savir2 test:
+-----------------------------------------------
+   N = 10,  n = 10000000,  r = 10,    m = 1048576,    t = 30
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.43
+p-value of test                       :    0.02
+
+Kolmogorov-Smirnov- statistic = D-    :   0.088
+p-value of test                       :    0.81
+
+Anderson-Darling statistic = A2       :    3.82
+p-value of test                       :    0.01
+
+Test on the sum of all N observations
+Number of degrees of freedom          :  130
+Chi-square statistic                  :   98.65
+p-value of test                       :    0.98
+
+-----------------------------------------------
+CPU time used                    :  00:00:57.01
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_GCD test:
+-----------------------------------------------
+   N = 10,  n = 50000000,  r =  0,   s = 30
+
+
+-----------------------------------------------
+Test results for GCD values:
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.41
+p-value of test                       :    0.02
+
+Kolmogorov-Smirnov- statistic = D-    :    0.12
+p-value of test                       :    0.68
+
+Anderson-Darling statistic = A2       :    2.73
+p-value of test                       :    0.04
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 17430
+Chi-square statistic                  :17113.64
+p-value of test                       :    0.96
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:51.31
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r =  0,   s = 5,   L0 =   50,   L1 =   50
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :   36
+ChiSquare statistic                   :   30.51
+p-value of test                       :    0.73
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :   35
+ChiSquare statistic                   :   38.27
+p-value of test                       :    0.32
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          :   25
+ChiSquare statistic                   :   18.20
+p-value of test                       :    0.83
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :   24
+ChiSquare statistic                   :   31.47
+p-value of test                       :    0.14
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :   17
+ChiSquare statistic                   :   14.09
+p-value of test                       :    0.66
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:48.59
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r = 25,   s = 5,   L0 =   50,   L1 =   50
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :   36
+ChiSquare statistic                   :   24.31
+p-value of test                       :    0.93
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :   35
+ChiSquare statistic                   :   33.73
+p-value of test                       :    0.53
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          :   25
+ChiSquare statistic                   :   29.15
+p-value of test                       :    0.26
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :   24
+ChiSquare statistic                   :   25.86
+p-value of test                       :    0.36
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :   17
+ChiSquare statistic                   :   25.06
+p-value of test                       :    0.09
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:50.53
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 10000000,  r =  0,   s = 10,   L0 = 1000,   L1 = 1000
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :  146
+ChiSquare statistic                   :  141.98
+p-value of test                       :    0.58
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :  146
+ChiSquare statistic                   :  132.64
+p-value of test                       :    0.78
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          :  500
+ChiSquare statistic                   :  468.08
+p-value of test                       :    0.84
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :  136
+ChiSquare statistic                   :  146.55
+p-value of test                       :    0.25
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :   74
+ChiSquare statistic                   :   55.20
+p-value of test                       :    0.95
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:00.65
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 10000000,  r = 20,   s = 10,   L0 = 1000,   L1 = 1000
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :  146
+ChiSquare statistic                   :  190.44
+p-value of test                       :  7.9e-3
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :  146
+ChiSquare statistic                   :  180.93
+p-value of test                       :    0.03
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          :  500
+ChiSquare statistic                   :  544.22
+p-value of test                       :    0.08
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :  136
+ChiSquare statistic                   :  122.54
+p-value of test                       :    0.79
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :   74
+ChiSquare statistic                   :   71.38
+p-value of test                       :    0.56
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:00.18
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 1000000,  r =  0,   s = 15,   L0 = 10000,   L1 = 10000
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :  384
+ChiSquare statistic                   :  386.02
+p-value of test                       :    0.46
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :  384
+ChiSquare statistic                   :  435.87
+p-value of test                       :    0.03
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          : 5000
+ChiSquare statistic                   : 4910.00
+p-value of test                       :    0.82
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :  378
+ChiSquare statistic                   :  379.21
+p-value of test                       :    0.47
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :  200
+ChiSquare statistic                   :  216.85
+p-value of test                       :    0.20
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:49.57
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 1000000,  r = 15,   s = 15,   L0 = 10000,   L1 = 10000
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :  384
+ChiSquare statistic                   :  377.26
+p-value of test                       :    0.59
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :  384
+ChiSquare statistic                   :  375.11
+p-value of test                       :    0.62
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          : 5000
+ChiSquare statistic                   : 5102.92
+p-value of test                       :    0.15
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :  378
+ChiSquare statistic                   :  373.40
+p-value of test                       :    0.56
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :  200
+ChiSquare statistic                   :  201.66
+p-value of test                       :    0.45
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:53.36
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+scomp_LinearComp test:
+-----------------------------------------------
+   N =  1,  n = 400020,  r =  0,    s = 1
+
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   12
+Chi2 statistic for size of jumps      :   11.12
+p-value of test                       :    0.52
+
+
+-----------------------------------------------
+Normal statistic for number of jumps  : -444.82
+p-value of test                       : 1 - eps1    *****
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:00.38
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+scomp_LinearComp test:
+-----------------------------------------------
+   N =  1,  n = 400020,  r = 29,    s = 1
+
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   12
+Chi2 statistic for size of jumps      :   13.42
+p-value of test                       :    0.34
+
+
+-----------------------------------------------
+Normal statistic for number of jumps  : -445.00
+p-value of test                       : 1 - eps1    *****
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:00.42
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+scomp_LempelZiv test:
+-----------------------------------------------
+   N = 10,  n = 134217728,  r =  0,   s =   30,   k =   27
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.29
+p-value of test                       :    0.16
+
+Kolmogorov-Smirnov- statistic = D-    :   0.079
+p-value of test                       :    0.84
+
+Anderson-Darling statistic = A2       :    1.24
+p-value of test                       :    0.25
+
+Tests on the sum of all N observations
+Standardized normal statistic         :   -1.51
+p-value of test                       :    0.93
+
+Sample variance                       :    1.23
+p-value of test                       :    0.27
+
+-----------------------------------------------
+CPU time used                    :  00:00:59.57
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+scomp_LempelZiv test:
+-----------------------------------------------
+   N = 10,  n = 134217728,  r = 15,   s =   15,   k =   27
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.068
+p-value of test                       :    0.88
+
+Kolmogorov-Smirnov- statistic = D-    :    0.37
+p-value of test                       :    0.05
+
+Anderson-Darling statistic = A2       :    1.82
+p-value of test                       :    0.12
+
+Tests on the sum of all N observations
+Standardized normal statistic         :    1.48
+p-value of test                       :    0.07
+
+Sample variance                       :    0.99
+p-value of test                       :    0.45
+
+-----------------------------------------------
+CPU time used                    :  00:00:58.57
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sspectral_Fourier3 test:
+-----------------------------------------------
+   N = 100000,  n = 16384,  r =  0,   s =    3,   k =   14
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.011
+p-value of test                       :    0.35
+
+Kolmogorov-Smirnov- statistic = D-    : 7.57e-3
+p-value of test                       :    0.62
+
+Anderson-Darling statistic = A2       :    0.55
+p-value of test                       :    0.69
+
+-----------------------------------------------
+CPU time used                    :  00:00:47.62
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sspectral_Fourier3 test:
+-----------------------------------------------
+   N = 100000,  n = 16384,  r = 27,   s =    3,   k =   14
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.012
+p-value of test                       :    0.30
+
+Kolmogorov-Smirnov- statistic = D-    :   0.011
+p-value of test                       :    0.35
+
+Anderson-Darling statistic = A2       :    0.66
+p-value of test                       :    0.59
+
+-----------------------------------------------
+CPU time used                    :  00:00:46.75
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_LongestHeadRun test:
+-----------------------------------------------
+   N =  1,  n = 1000,  r =  0,   s = 3,   L = 10000020
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    8
+Chi-square statistic                  :    2.97
+p-value of test                       :    0.94
+
+-----------------------------------------------
+Global longest run of 1               :   33.00
+p-value of test                       :    0.44
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:47.88
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_LongestHeadRun test:
+-----------------------------------------------
+   N =  1,  n = 1000,  r = 27,   s = 3,   L = 10000020
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    8
+Chi-square statistic                  :    4.06
+p-value of test                       :    0.85
+
+-----------------------------------------------
+Global longest run of 1               :   32.00
+p-value of test                       :    0.50
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:45.64
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_PeriodsInStrings test:
+-----------------------------------------------
+   N = 10,  n = 500000000,  r =  0,   s =   10
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.19
+p-value of test                       :    0.43
+
+Kolmogorov-Smirnov- statistic = D-    :    0.13
+p-value of test                       :    0.65
+
+Anderson-Darling statistic = A2       :    0.61
+p-value of test                       :    0.63
+
+Test on the sum of all N observations
+Number of degrees of freedom          :  200
+Chi-square statistic                  :  187.83
+p-value of test                       :    0.72
+
+-----------------------------------------------
+CPU time used                    :  00:02:54.65
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_PeriodsInStrings test:
+-----------------------------------------------
+   N = 10,  n = 500000000,  r = 20,   s =   10
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.30
+p-value of test                       :    0.13
+
+Kolmogorov-Smirnov- statistic = D-    :   0.029
+p-value of test                       :    0.96
+
+Anderson-Darling statistic = A2       :    1.33
+p-value of test                       :    0.22
+
+Test on the sum of all N observations
+Number of degrees of freedom          :  200
+Chi-square statistic                  :  171.12
+p-value of test                       :    0.93
+
+-----------------------------------------------
+CPU time used                    :  00:02:55.30
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingWeight2 test:
+-----------------------------------------------
+   N = 10,  n = 1000000000,  r =  0,   s = 3,   L = 1000000
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.27
+p-value of test                       :    0.20
+
+Kolmogorov-Smirnov- statistic = D-    :    0.16
+p-value of test                       :    0.54
+
+Anderson-Darling statistic = A2       :    0.96
+p-value of test                       :    0.38
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 10000
+Chi-square statistic                  : 9895.77
+p-value of test                       :    0.77
+
+-----------------------------------------------
+CPU time used                    :  00:01:09.13
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingWeight2 test:
+-----------------------------------------------
+   N = 10,  n = 1000000000,  r = 27,   s = 3,   L = 1000000
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.016
+p-value of test                       :    0.98
+
+Kolmogorov-Smirnov- statistic = D-    :    0.44
+p-value of test                       :    0.01
+
+Anderson-Darling statistic = A2       :    2.92
+p-value of test                       :    0.03
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 10000
+Chi-square statistic                  :10315.95
+p-value of test                       :    0.01
+
+-----------------------------------------------
+CPU time used                    :  00:01:09.42
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingCorr test:
+-----------------------------------------------
+   N =  1,  n = 1000000000,  r = 10,   s = 10,   L = 30
+
+
+
+-----------------------------------------------
+Normal statistic                      :    1.93
+p-value of test                       :    0.03
+
+-----------------------------------------------
+CPU time used                    :  00:01:23.09
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingCorr test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r = 10,   s = 10,   L = 300
+
+
+
+-----------------------------------------------
+Normal statistic                      :    0.13
+p-value of test                       :    0.45
+
+-----------------------------------------------
+CPU time used                    :  00:01:18.70
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingCorr test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r = 10,   s = 10,   L = 1200
+
+
+
+-----------------------------------------------
+Normal statistic                      :   -0.72
+p-value of test                       :    0.76
+
+-----------------------------------------------
+CPU time used                    :  00:05:10.07
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N = 10,  n = 30000000,  r =  0,   s = 3,   L = 30,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.37
+p-value of test                       :    0.05
+
+Kolmogorov-Smirnov- statistic = D-    :   0.022
+p-value of test                       :    0.97
+
+Anderson-Darling statistic = A2       :    1.89
+p-value of test                       :    0.11
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 4890
+Chi-square statistic                  : 4720.54
+p-value of test                       :    0.96
+
+-----------------------------------------------
+CPU time used                    :  00:02:11.03
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N = 10,  n = 30000000,  r = 27,   s = 3,   L = 30,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.15
+p-value of test                       :    0.58
+
+Kolmogorov-Smirnov- statistic = D-    :    0.31
+p-value of test                       :    0.12
+
+Anderson-Darling statistic = A2       :    0.83
+p-value of test                       :    0.45
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 4890
+Chi-square statistic                  : 4973.27
+p-value of test                       :    0.20
+
+-----------------------------------------------
+CPU time used                    :  00:02:12.94
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N =  1,  n = 30000000,  r =  0,   s = 4,   L = 300,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+Number of degrees of freedom          : 4117
+Chi-square statistic                  : 4115.03
+p-value of test                       :    0.51
+
+-----------------------------------------------
+CPU time used                    :  00:01:35.64
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N =  1,  n = 30000000,  r = 26,   s = 4,   L = 300,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+Number of degrees of freedom          : 4117
+Chi-square statistic                  : 4148.65
+p-value of test                       :    0.36
+
+-----------------------------------------------
+CPU time used                    :  00:01:38.35
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N =  1,  n = 10000000,  r =  0,   s = 5,   L = 1200,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+Number of degrees of freedom          : 11825
+Chi-square statistic                  :11952.23
+p-value of test                       :    0.20
+
+-----------------------------------------------
+CPU time used                    :  00:01:44.48
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N =  1,  n = 10000000,  r = 25,   s = 5,   L = 1200,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+Number of degrees of freedom          : 11825
+Chi-square statistic                  :11588.41
+p-value of test                       :    0.94
+
+-----------------------------------------------
+CPU time used                    :  00:01:47.44
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_Run test:
+-----------------------------------------------
+   N =  1,  n = 2000000000,  r =  0,   s =    3
+
+
+-----------------------------------------------
+Total number of 1 runs:  2000000000
+
+Number of degrees of freedom          :   54
+Chi2 statistic for number of runs     :   53.25
+p-value of test                       :    0.50
+
+
+-----------------------------------------------
+Total number of bits:  8000043543
+
+Normal statistic for number of bits   :    0.34
+p-value of test                       :    0.37
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:20.87
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_Run test:
+-----------------------------------------------
+   N =  1,  n = 2000000000,  r = 27,   s =    3
+
+
+-----------------------------------------------
+Total number of 1 runs:  2000000000
+
+Number of degrees of freedom          :   54
+Chi2 statistic for number of runs     :   41.84
+p-value of test                       :    0.89
+
+
+-----------------------------------------------
+Total number of bits:  8000115444
+
+Normal statistic for number of bits   :    0.91
+p-value of test                       :    0.18
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:24.21
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_AutoCor test:
+-----------------------------------------------
+   N = 10,  n = 1000000030,  r =  0,   s = 3,   d = 1
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.13
+p-value of test                       :    0.65
+
+Kolmogorov-Smirnov- statistic = D-    :    0.23
+p-value of test                       :    0.30
+
+Anderson-Darling statistic = A2       :    0.62
+p-value of test                       :    0.63
+
+Tests on the sum of all N observations
+Standardized normal statistic         :    0.83
+p-value of test                       :    0.20
+
+Sample variance                       :    1.31
+p-value of test                       :    0.23
+
+-----------------------------------------------
+CPU time used                    :  00:02:46.94
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_AutoCor test:
+-----------------------------------------------
+   N = 10,  n = 1000000029,  r =  0,   s = 3,   d = 3
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.023
+p-value of test                       :    0.97
+
+Kolmogorov-Smirnov- statistic = D-    :    0.34
+p-value of test                       :    0.08
+
+Anderson-Darling statistic = A2       :    2.01
+p-value of test                       :    0.09
+
+Tests on the sum of all N observations
+Standardized normal statistic         :    1.92
+p-value of test                       :    0.03
+
+Sample variance                       :    0.88
+p-value of test                       :    0.55
+
+-----------------------------------------------
+CPU time used                    :  00:02:23.30
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_AutoCor test:
+-----------------------------------------------
+   N = 10,  n = 1000000030,  r = 27,   s = 3,   d = 1
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.38
+p-value of test                       :    0.04
+
+Kolmogorov-Smirnov- statistic = D-    :   0.089
+p-value of test                       :    0.81
+
+Anderson-Darling statistic = A2       :    2.23
+p-value of test                       :    0.07
+
+Tests on the sum of all N observations
+Standardized normal statistic         :   -1.77
+p-value of test                       :    0.96
+
+Sample variance                       :    0.48
+p-value of test                       :    0.89
+
+-----------------------------------------------
+CPU time used                    :  00:02:43.63
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_AutoCor test:
+-----------------------------------------------
+   N = 10,  n = 1000000029,  r = 27,   s = 3,   d = 3
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.074
+p-value of test                       :    0.86
+
+Kolmogorov-Smirnov- statistic = D-    :    0.24
+p-value of test                       :    0.26
+
+Anderson-Darling statistic = A2       :    0.40
+p-value of test                       :    0.85
+
+Tests on the sum of all N observations
+Standardized normal statistic         :    0.51
+p-value of test                       :    0.30
+
+Sample variance                       :    0.70
+p-value of test                       :    0.71
+
+-----------------------------------------------
+CPU time used                    :  00:02:24.63
+
+Generator state:
+N/A
+
+
+
+
+========= Summary results of BigCrush =========
+
+ Version:          TestU01 1.2.3
+ Generator:        stdin
+ Number of statistics:  160
+ Total CPU time:   04:31:13.92
+ The following tests gave p-values outside [0.001, 0.9990]:
+ (eps  means a value < 1.0e-300):
+ (eps1 means a value < 1.0e-15):
+
+       Test                          p-value
+ ----------------------------------------------
+ 70  MatrixRank, L=5000               eps  
+ 71  MatrixRank, L=5000               eps  
+ 80  LinearComp, r = 0              1 - eps1
+ 81  LinearComp, r = 29             1 - eps1
+ ----------------------------------------------
+ All other tests were passed
+
+
+
+# 
+# Test duration: 1384.6186665864166 minutes
+# 
diff --git a/src/site/resources/txt/userguide/rng/stress/tu/run_2/tu_5 b/src/site/resources/txt/userguide/rng/stress/tu/run_2/tu_5
new file mode 100644
index 000000000..c20bdfb0d
--- /dev/null
+++ b/src/site/resources/txt/userguide/rng/stress/tu/run_2/tu_5
@@ -0,0 +1,3804 @@
+# 
+# RNG: org.apache.commons.math4.rng.internal.source32.Well19937a
+# 
+# Java: 1.8.0_66
+# Runtime: 1.8.0_66-b17
+# JVM: Java HotSpot(TM) 64-Bit Server VM 25.66-b17
+# OS: Linux 3.16.0-4-amd64 amd64
+# 
+# Analyzer: ../stdin2testu01 BigCrush 
+# 
+xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
+                 Starting BigCrush
+                 Version: TestU01 1.2.3
+xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
+
+
+***********************************************************
+Test smarsa_SerialOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N =  1,  n = 1000000000,  r =  0,   d =  256,   t =  3,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =           16777216
+       Expected number per cell =   59.604645
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =   0.0083558402,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          : 16711680
+Value of the statistic                : 1.67e+7
+p-value of test                       :    0.70
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:32.37
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_SerialOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N =  1,  n = 1000000000,  r = 22,   d =  256,   t =  3,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =           16777216
+       Expected number per cell =   59.604645
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =   0.0083558402,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          : 16711680
+Value of the statistic                : 1.67e+7
+p-value of test                       :    0.59
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:21.55
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  0,   d = 2097152,   t =  2,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1353
+p-value of test                       :    0.61
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334473
+  j =  1                              :        599997294
+  j =  2                              :             1353
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:05:17.01
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  9,   d = 2097152,   t =  2,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1364
+p-value of test                       :    0.50
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334484
+  j =  1                              :        599997272
+  j =  2                              :             1364
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:05:48.47
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  0,   d = 16384,   t =  3,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1345
+p-value of test                       :    0.69
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334465
+  j =  1                              :        599997310
+  j =  2                              :             1345
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:08:01.43
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r = 16,   d = 16384,   t =  3,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1355
+p-value of test                       :    0.59
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334475
+  j =  1                              :        599997290
+  j =  2                              :             1355
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:06:26.09
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  0,   d =   64,   t =  7,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1377
+p-value of test                       :    0.37
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334497
+  j =  1                              :        599997246
+  j =  2                              :             1377
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:05:59.78
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r = 24,   d =   64,   t =  7,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1370
+p-value of test                       :    0.44
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334490
+  j =  1                              :        599997260
+  j =  2                              :             1370
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:07:28.36
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  0,   d =    8,   t = 14,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1484
+p-value of test                       :  7.2e-4    *****
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334604
+  j =  1                              :        599997032
+  j =  2                              :             1484
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:06:34.30
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r = 27,   d =    8,   t = 14,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1393
+p-value of test                       :    0.22
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334513
+  j =  1                              :        599997214
+  j =  2                              :             1393
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:07:03.51
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  0,   d =    4,   t = 21,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1379
+p-value of test                       :    0.35
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334499
+  j =  1                              :        599997242
+  j =  2                              :             1379
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:07:52.69
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r = 28,   d =    4,   t = 21,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1341
+p-value of test                       :    0.73
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334461
+  j =  1                              :        599997318
+  j =  2                              :             1341
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:07:00.35
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 100,  n = 10000000,  r =  0,    d = 2147483648,    t = 2,    p = 1
+
+
+      Number of cells = d^t = 4611686018427387904
+      Lambda = Poisson mean =      54.2101
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    5421.01
+Total observed number                 :    5519
+p-value of test                       :    0.09
+
+
+-----------------------------------------------
+CPU time used                    :  00:05:15.31
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 20000000,  r =  0,    d = 2097152,    t = 3,    p = 1
+
+
+      Number of cells = d^t = 9223372036854775808
+      Lambda = Poisson mean =     216.8404
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    4336.81
+Total observed number                 :    4281
+p-value of test                       :    0.80
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:19.68
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 30000000,  r = 14,    d = 65536,    t = 4,    p = 1
+
+
+      Number of cells = d^t = 18446744073709551616
+      Lambda = Poisson mean =     365.9182
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    7318.36
+Total observed number                 :    7350
+p-value of test                       :    0.36
+
+
+-----------------------------------------------
+CPU time used                    :  00:03:58.72
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 20000000,  r =  0,    d = 512,    t = 7,    p = 1
+
+
+      Number of cells = d^t = 9223372036854775808
+      Lambda = Poisson mean =     216.8404
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    4336.81
+Total observed number                 :    4319
+p-value of test                       :    0.60
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:53.15
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 20000000,  r =  7,    d = 512,    t = 7,    p = 1
+
+
+      Number of cells = d^t = 9223372036854775808
+      Lambda = Poisson mean =     216.8404
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    4336.81
+Total observed number                 :    4419
+p-value of test                       :    0.11
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:56.89
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 30000000,  r = 14,    d = 256,    t = 8,    p = 1
+
+
+      Number of cells = d^t = 18446744073709551616
+      Lambda = Poisson mean =     365.9182
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    7318.36
+Total observed number                 :    7242
+p-value of test                       :    0.81
+
+
+-----------------------------------------------
+CPU time used                    :  00:04:14.40
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 30000000,  r = 22,    d = 256,    t = 8,    p = 1
+
+
+      Number of cells = d^t = 18446744073709551616
+      Lambda = Poisson mean =     365.9182
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    7318.36
+Total observed number                 :    7230
+p-value of test                       :    0.85
+
+
+-----------------------------------------------
+CPU time used                    :  00:04:08.22
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 30000000,  r =  0,    d = 16,    t = 16,    p = 1
+
+
+      Number of cells = d^t = 18446744073709551616
+      Lambda = Poisson mean =     365.9182
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    7318.36
+Total observed number                 :    7355
+p-value of test                       :    0.34
+
+
+-----------------------------------------------
+CPU time used                    :  00:05:04.17
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 30000000,  r = 26,    d = 16,    t = 16,    p = 1
+
+
+      Number of cells = d^t = 18446744073709551616
+      Lambda = Poisson mean =     365.9182
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    7318.36
+Total observed number                 :    7355
+p-value of test                       :    0.34
+
+
+-----------------------------------------------
+CPU time used                    :  00:05:29.88
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+snpair_ClosePairs test:
+-----------------------------------------------
+   N = 30,  n = 6000000,  r =  0,  t = 3,  p = 0,  m = 30,  Torus =  TRUE
+
+
+---------------------------------------
+Test based on the 2 nearest points (NP):
+
+Stat. AD on the N values (NP)         :    0.46
+p-value of test                       :    0.79
+
+
+A2 test based on the spacings between the
+   successive jump times of process Y_n(t):
+
+A2 test on the values of A2 (m-NP)    :    1.06
+p-value of test                       :    0.32
+
+Test on the Nm values of W_{n,i}(mNP1):    2.33
+p-value of test                       :    0.06
+
+Test on the jump times of Y
+   (superposition of Yn):
+
+Expected number of jumps of Y = mN    :     900
+Number of jumps of Y                  :     925
+p-value of test                       :    0.21
+
+Stat. AD (mNP2)                       :    1.19
+p-value of test                       :    0.27
+
+Stat. AD after spacings (mNP2-S)      :    2.17
+p-value of test                       :    0.07
+
+-----------------------------------------------
+CPU time used                    :  00:03:15.23
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+snpair_ClosePairs test:
+-----------------------------------------------
+   N = 20,  n = 4000000,  r =  0,  t = 5,  p = 0,  m = 30,  Torus =  TRUE
+
+
+---------------------------------------
+Test based on the 2 nearest points (NP):
+
+Stat. AD on the N values (NP)         :    0.55
+p-value of test                       :    0.70
+
+
+A2 test based on the spacings between the
+   successive jump times of process Y_n(t):
+
+A2 test on the values of A2 (m-NP)    :    0.96
+p-value of test                       :    0.38
+
+Test on the Nm values of W_{n,i}(mNP1):    0.57
+p-value of test                       :    0.68
+
+Test on the jump times of Y
+   (superposition of Yn):
+
+Expected number of jumps of Y = mN    :     600
+Number of jumps of Y                  :     610
+p-value of test                       :    0.35
+
+Stat. AD (mNP2)                       :    2.00
+p-value of test                       :    0.09
+
+Stat. AD after spacings (mNP2-S)      :    5.47
+p-value of test                       :  1.7e-3
+
+-----------------------------------------------
+CPU time used                    :  00:02:08.23
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+snpair_ClosePairs test:
+-----------------------------------------------
+   N = 10,  n = 3000000,  r =  0,  t = 9,  p = 0,  m = 30,  Torus =  TRUE
+
+
+---------------------------------------
+Test based on the 2 nearest points (NP):
+
+Stat. AD on the N values (NP)         :    1.03
+p-value of test                       :    0.34
+
+
+A2 test based on the spacings between the
+   successive jump times of process Y_n(t):
+
+A2 test on the values of A2 (m-NP)    :    1.32
+p-value of test                       :    0.23
+
+Test on the Nm values of W_{n,i}(mNP1):    1.11
+p-value of test                       :    0.31
+
+Test on the jump times of Y
+   (superposition of Yn):
+
+Expected number of jumps of Y = mN    :     300
+Number of jumps of Y                  :     310
+p-value of test                       :    0.29
+
+Stat. AD (mNP2)                       :    0.73
+p-value of test                       :    0.53
+
+Stat. AD after spacings (mNP2-S)      :    0.88
+p-value of test                       :    0.43
+
+-----------------------------------------------
+CPU time used                    :  00:03:06.76
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+snpair_ClosePairs test:
+-----------------------------------------------
+   N =  5,  n = 2000000,  r =  0,  t = 16,  p = 0,  m = 30,  Torus =  TRUE
+
+
+---------------------------------------
+Test based on the 2 nearest points (NP):
+
+Stat. AD on the N values (NP)         :    1.68
+p-value of test                       :    0.14
+
+
+A2 test based on the spacings between the
+   successive jump times of process Y_n(t):
+
+A2 test on the values of A2 (m-NP)    :    0.57
+p-value of test                       :    0.66
+
+Test on the Nm values of W_{n,i}(mNP1):    0.35
+p-value of test                       :    0.89
+
+Test on the jump times of Y
+   (superposition of Yn):
+
+Expected number of jumps of Y = mN    :     150
+Number of jumps of Y                  :     142
+p-value of test                       :    0.73
+
+Stat. AD (mNP2)                       :    0.75
+p-value of test                       :    0.52
+
+Stat. AD after spacings (mNP2-S)      :    0.91
+p-value of test                       :    0.41
+
+-----------------------------------------------
+CPU time used                    :  00:03:21.51
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_SimpPoker test:
+-----------------------------------------------
+   N =  1,  n = 400000000,  r =  0,   d =    8,   k =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    7
+Chi-square statistic                  :    4.27
+p-value of test                       :    0.75
+
+-----------------------------------------------
+CPU time used                    :  00:01:16.86
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_SimpPoker test:
+-----------------------------------------------
+   N =  1,  n = 400000000,  r = 27,   d =    8,   k =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    7
+Chi-square statistic                  :   13.77
+p-value of test                       :    0.06
+
+-----------------------------------------------
+CPU time used                    :  00:01:26.05
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_SimpPoker test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r =  0,   d =   32,   k =   32
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   18
+Chi-square statistic                  :   19.41
+p-value of test                       :    0.37
+
+-----------------------------------------------
+CPU time used                    :  00:01:17.07
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_SimpPoker test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r = 25,   d =   32,   k =   32
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   18
+Chi-square statistic                  :   16.93
+p-value of test                       :    0.53
+
+-----------------------------------------------
+CPU time used                    :  00:01:27.81
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_CouponCollector test:
+-----------------------------------------------
+   N =  1,  n = 200000000,  r =  0,   d =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   54
+Chi-square statistic                  :   56.07
+p-value of test                       :    0.40
+
+-----------------------------------------------
+CPU time used                    :  00:01:33.60
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_CouponCollector test:
+-----------------------------------------------
+   N =  1,  n = 200000000,  r = 10,   d =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   54
+Chi-square statistic                  :   33.64
+p-value of test                       :    0.99
+
+-----------------------------------------------
+CPU time used                    :  00:01:55.60
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_CouponCollector test:
+-----------------------------------------------
+   N =  1,  n = 200000000,  r = 20,   d =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   54
+Chi-square statistic                  :   43.91
+p-value of test                       :    0.83
+
+-----------------------------------------------
+CPU time used                    :  00:01:54.26
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_CouponCollector test:
+-----------------------------------------------
+   N =  1,  n = 200000000,  r = 27,   d =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   54
+Chi-square statistic                  :   55.73
+p-value of test                       :    0.41
+
+-----------------------------------------------
+CPU time used                    :  00:01:54.06
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Gap test:
+-----------------------------------------------
+   N =  1,  n = 500000000,  r =  0,   Alpha =        0,   Beta  =   0.0625
+
+
+-----------------------------------------------
+Number of degrees of freedom          :  232
+Chi-square statistic                  :  238.61
+p-value of test                       :    0.37
+
+-----------------------------------------------
+CPU time used                    :  00:02:04.06
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Gap test:
+-----------------------------------------------
+   N =  1,  n = 300000000,  r = 25,   Alpha =        0,   Beta  =  0.03125
+
+
+-----------------------------------------------
+Number of degrees of freedom          :  434
+Chi-square statistic                  :  434.17
+p-value of test                       :    0.49
+
+-----------------------------------------------
+CPU time used                    :  00:03:02.25
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Gap test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r =  0,   Alpha =        0,   Beta  = 0.0078125
+
+
+-----------------------------------------------
+Number of degrees of freedom          : 1437
+Chi-square statistic                  : 1535.35
+p-value of test                       :    0.04
+
+-----------------------------------------------
+CPU time used                    :  00:03:04.45
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Gap test:
+-----------------------------------------------
+   N =  1,  n = 10000000,  r = 20,   Alpha =        0,   Beta  = 0.000976562
+
+
+-----------------------------------------------
+Number of degrees of freedom          : 7046
+Chi-square statistic                  : 7149.34
+p-value of test                       :    0.19
+
+-----------------------------------------------
+CPU time used                    :  00:03:05.45
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Run test:
+-----------------------------------------------
+   N =  5,  n = 1000000000,  r =  0,   Up = FALSE
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.34
+p-value of test                       :    0.26
+
+Kolmogorov-Smirnov- statistic = D-    :    0.36
+p-value of test                       :    0.22
+
+Anderson-Darling statistic = A2       :    0.82
+p-value of test                       :    0.46
+
+Test on the sum of all N observations
+Number of degrees of freedom          :   30
+Chi-square statistic                  :   27.59
+p-value of test                       :    0.59
+
+-----------------------------------------------
+CPU time used                    :  00:01:46.05
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Run test:
+-----------------------------------------------
+   N = 10,  n = 1000000000,  r = 15,   Up =  TRUE
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.23
+p-value of test                       :    0.29
+
+Kolmogorov-Smirnov- statistic = D-    :   0.025
+p-value of test                       :    0.97
+
+Anderson-Darling statistic = A2       :    0.91
+p-value of test                       :    0.41
+
+Test on the sum of all N observations
+Number of degrees of freedom          :   60
+Chi-square statistic                  :   46.36
+p-value of test                       :    0.90
+
+-----------------------------------------------
+CPU time used                    :  00:04:04.62
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_Permutation calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N =  1,  n = 1000000000,  r =  5,   t =  3,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =                  6
+       Expected number per cell =  1.6666667e+08
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =  2.5000002e-09,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          :    5
+Value of the statistic                :    4.62
+p-value of test                       :    0.46
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:09.23
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_Permutation calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N =  1,  n = 1000000000,  r =  5,   t =  5,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =                120
+       Expected number per cell =   8333333.3
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =  5.9500005e-08,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          :  119
+Value of the statistic                :  148.74
+p-value of test                       :    0.03
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:01.84
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_Permutation calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N =  1,  n = 500000000,  r =  5,   t =  7,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =               5040
+       Expected number per cell =   99206.349
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =  5.0390004e-06,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          : 5039
+Value of the statistic                : 4987.66
+p-value of test                       :    0.69
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:27.05
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_Permutation calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N =  1,  n = 500000000,  r = 10,   t = 10,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =            3628800
+       Expected number per cell =    137.7866
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =   0.0036287993,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          : 3628799
+Value of the statistic                : 3.63e+6
+p-value of test                       :    0.40
+
+
+-----------------------------------------------
+CPU time used                    :  00:03:11.06
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_CollisionPermut calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N = 20,  n = 20000000,  r =  0,   t = 14,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =        87178291200
+       Expected number per cell =  1 /  4358.9146
+       EColl = n^2 / (2k) =   2294.14912
+       Hashing =   TRUE
+
+       Collision test,    Mu =      2293.9736,    Sigma =    47.8841
+
+-----------------------------------------------
+Test Results for Collisions
+
+For the total number of collisions, we use
+      the Poisson approximation:
+Expected number of collisions = N*Mu  :    45879.47
+Observed number of collisions         :    45473
+p-value of test                       :    0.97
+
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :    1743165869473
+  j =  1                              :        399909057
+  j =  2                              :            45467
+  j =  3                              :                3
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:04:23.40
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_CollisionPermut calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N = 20,  n = 20000000,  r = 10,   t = 14,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =        87178291200
+       Expected number per cell =  1 /  4358.9146
+       EColl = n^2 / (2k) =   2294.14912
+       Hashing =   TRUE
+
+       Collision test,    Mu =      2293.9736,    Sigma =    47.8841
+
+-----------------------------------------------
+Test Results for Collisions
+
+For the total number of collisions, we use
+      the Poisson approximation:
+Expected number of collisions = N*Mu  :    45879.47
+Observed number of collisions         :    45876
+p-value of test                       :    0.51
+
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :    1743165869876
+  j =  1                              :        399908251
+  j =  2                              :            45870
+  j =  3                              :                3
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:04:47.77
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_MaxOft test:
+-----------------------------------------------
+   N = 40,  n = 10000000,  r =  0,   d = 100000,   t =  8
+
+      Number of categories = 100000
+      Expected number per category  = 100.00
+
+
+-----------------------------------------------
+Test results for chi2 with 99999 degrees of freedom:
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.10
+p-value of test                       :    0.41
+
+Kolmogorov-Smirnov- statistic = D-    :    0.14
+p-value of test                       :    0.21
+
+Anderson-Darling statistic = A2       :    1.14
+p-value of test                       :    0.29
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 3999960
+Chi-square statistic                  : 4.00e+6
+p-value of test                       :    0.45
+
+
+-----------------------------------------------
+Test results for Anderson-Darling:
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.080
+p-value of test                       :    0.57
+
+Kolmogorov-Smirnov- statistic = D-    :   0.047
+p-value of test                       :    0.82
+
+Anderson-Darling statistic = A2       :    0.32
+p-value of test                       :    0.92
+
+
+-----------------------------------------------
+CPU time used                    :  00:03:17.51
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_MaxOft test:
+-----------------------------------------------
+   N = 30,  n = 10000000,  r =  0,   d = 100000,   t = 16
+
+      Number of categories = 100000
+      Expected number per category  = 100.00
+
+
+-----------------------------------------------
+Test results for chi2 with 99999 degrees of freedom:
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.24
+p-value of test                       :    0.03
+
+Kolmogorov-Smirnov- statistic = D-    :   0.047
+p-value of test                       :    0.85
+
+Anderson-Darling statistic = A2       :    1.56
+p-value of test                       :    0.16
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 2999970
+Chi-square statistic                  : 3.00e+6
+p-value of test                       :    0.90
+
+
+-----------------------------------------------
+Test results for Anderson-Darling:
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.11
+p-value of test                       :    0.46
+
+Kolmogorov-Smirnov- statistic = D-    :    0.16
+p-value of test                       :    0.19
+
+Anderson-Darling statistic = A2       :    1.02
+p-value of test                       :    0.34
+
+
+-----------------------------------------------
+CPU time used                    :  00:03:06.45
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_MaxOft test:
+-----------------------------------------------
+   N = 20,  n = 10000000,  r =  0,   d = 100000,   t = 24
+
+      Number of categories = 100000
+      Expected number per category  = 100.00
+
+
+-----------------------------------------------
+Test results for chi2 with 99999 degrees of freedom:
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.14
+p-value of test                       :    0.44
+
+Kolmogorov-Smirnov- statistic = D-    :    0.17
+p-value of test                       :    0.30
+
+Anderson-Darling statistic = A2       :    0.69
+p-value of test                       :    0.56
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 1999980
+Chi-square statistic                  : 2.00e+6
+p-value of test                       :    0.59
+
+
+-----------------------------------------------
+Test results for Anderson-Darling:
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.25
+p-value of test                       :    0.07
+
+Kolmogorov-Smirnov- statistic = D-    :   0.045
+p-value of test                       :    0.90
+
+Anderson-Darling statistic = A2       :    1.33
+p-value of test                       :    0.22
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:28.51
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_MaxOft test:
+-----------------------------------------------
+   N = 20,  n = 10000000,  r =  0,   d = 100000,   t = 32
+
+      Number of categories = 100000
+      Expected number per category  = 100.00
+
+
+-----------------------------------------------
+Test results for chi2 with 99999 degrees of freedom:
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.054
+p-value of test                       :    0.86
+
+Kolmogorov-Smirnov- statistic = D-    :    0.15
+p-value of test                       :    0.38
+
+Anderson-Darling statistic = A2       :    0.81
+p-value of test                       :    0.47
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 1999980
+Chi-square statistic                  : 2.00e+6
+p-value of test                       :    0.12
+
+
+-----------------------------------------------
+Test results for Anderson-Darling:
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.046
+p-value of test                       :    0.89
+
+Kolmogorov-Smirnov- statistic = D-    :    0.15
+p-value of test                       :    0.38
+
+Anderson-Darling statistic = A2       :    0.49
+p-value of test                       :    0.76
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:55.25
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleProd test:
+-----------------------------------------------
+   N = 40,  n = 10000000,  r =  0,   t = 8
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.097
+p-value of test                       :    0.44
+
+Kolmogorov-Smirnov- statistic = D-    :   0.095
+p-value of test                       :    0.45
+
+Anderson-Darling statistic = A2       :    0.52
+p-value of test                       :    0.72
+
+-----------------------------------------------
+CPU time used                    :  00:02:25.21
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleProd test:
+-----------------------------------------------
+   N = 20,  n = 10000000,  r =  0,   t = 16
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.15
+p-value of test                       :    0.38
+
+Kolmogorov-Smirnov- statistic = D-    :    0.20
+p-value of test                       :    0.17
+
+Anderson-Darling statistic = A2       :    1.36
+p-value of test                       :    0.21
+
+-----------------------------------------------
+CPU time used                    :  00:01:46.29
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleProd test:
+-----------------------------------------------
+   N = 20,  n = 10000000,  r =  0,   t = 24
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.14
+p-value of test                       :    0.43
+
+Kolmogorov-Smirnov- statistic = D-    :    0.15
+p-value of test                       :    0.36
+
+Anderson-Darling statistic = A2       :    0.61
+p-value of test                       :    0.63
+
+-----------------------------------------------
+CPU time used                    :  00:02:14.47
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleMean test:
+-----------------------------------------------
+   N = 20000000,  n = 30,  r =  0
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    : 6.33e-5
+p-value of test                       :    0.85
+
+Kolmogorov-Smirnov- statistic = D-    : 1.14e-4
+p-value of test                       :    0.59
+
+Anderson-Darling statistic = A2       :    0.37
+p-value of test                       :    0.88
+
+-----------------------------------------------
+CPU time used                    :  00:00:31.76
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleMean test:
+-----------------------------------------------
+   N = 20000000,  n = 30,  r = 10
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    : 2.17e-4
+p-value of test                       :    0.15
+
+Kolmogorov-Smirnov- statistic = D-    : 7.27e-5
+p-value of test                       :    0.81
+
+Anderson-Darling statistic = A2       :    1.45
+p-value of test                       :    0.19
+
+-----------------------------------------------
+CPU time used                    :  00:00:33.70
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleCorr test:
+-----------------------------------------------
+   N =  1,  n = 2000000000,  r =  0,   k = 1
+
+
+-----------------------------------------------
+Normal statistic                      :   -1.52
+p-value of test                       :    0.94
+
+-----------------------------------------------
+CPU time used                    :  00:00:31.15
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleCorr test:
+-----------------------------------------------
+   N =  1,  n = 2000000000,  r =  0,   k = 2
+
+
+-----------------------------------------------
+Normal statistic                      :    0.13
+p-value of test                       :    0.45
+
+-----------------------------------------------
+CPU time used                    :  00:00:33.48
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_AppearanceSpacings test:
+-----------------------------------------------
+   N =  1,   Q = 10000000,   K = 1000000000,   r = 0,   s = 3,   L = 15
+
+   Sequences of n = (K + Q)L =  15150000000 bits
+   Q = 10000000 initialization blocks
+   K = 1000000000 blocks for the test
+   the blocks have L = 15 bits
+
+
+
+-----------------------------------------------
+Normal statistic                      :   -0.44
+p-value of test                       :    0.67
+
+-----------------------------------------------
+CPU time used                    :  00:01:59.17
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_AppearanceSpacings test:
+-----------------------------------------------
+   N =  1,   Q = 10000000,   K = 1000000000,   r = 27,   s = 3,   L = 15
+
+   Sequences of n = (K + Q)L =  15150000000 bits
+   Q = 10000000 initialization blocks
+   K = 1000000000 blocks for the test
+   the blocks have L = 15 bits
+
+
+
+-----------------------------------------------
+Normal statistic                      :    0.12
+p-value of test                       :    0.45
+
+-----------------------------------------------
+CPU time used                    :  00:02:01.01
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r =  0,  k = 256,  Alpha =      0,  Beta =   0.25
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   67
+Chi-square statistic                  :   61.44
+p-value of test                       :    0.67
+
+-----------------------------------------------
+CPU time used                    :  00:01:20.75
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r = 20,  k = 256,  Alpha =      0,  Beta =   0.25
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   67
+Chi-square statistic                  :   74.42
+p-value of test                       :    0.25
+
+-----------------------------------------------
+CPU time used                    :  00:01:39.28
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r = 28,  k = 256,  Alpha =      0,  Beta =   0.25
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   67
+Chi-square statistic                  :   51.46
+p-value of test                       :    0.92
+
+-----------------------------------------------
+CPU time used                    :  00:01:38.06
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r =  0,  k = 256,  Alpha =      0,  Beta = 0.0625
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   37
+Chi-square statistic                  :   38.22
+p-value of test                       :    0.41
+
+-----------------------------------------------
+CPU time used                    :  00:01:15.70
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r = 10,  k = 256,  Alpha =      0,  Beta = 0.0625
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   37
+Chi-square statistic                  :   30.61
+p-value of test                       :    0.76
+
+-----------------------------------------------
+CPU time used                    :  00:01:36.87
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r = 26,  k = 256,  Alpha =      0,  Beta = 0.0625
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   37
+Chi-square statistic                  :   56.40
+p-value of test                       :    0.02
+
+-----------------------------------------------
+CPU time used                    :  00:01:36.04
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SumCollector test:
+-----------------------------------------------
+   N =  1,  n = 500000000,  r =  0,   g = 10
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   29
+Chi-square statistic                  :   45.13
+p-value of test                       :    0.03
+
+-----------------------------------------------
+CPU time used                    :  00:02:39.21
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N = 10,  n = 1000000,  r =  0,    s = 5,    L = 30,    k = 30
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.12
+p-value of test                       :    0.70
+
+Kolmogorov-Smirnov- statistic = D-    :    0.19
+p-value of test                       :    0.41
+
+Anderson-Darling statistic = A2       :    0.44
+p-value of test                       :    0.80
+
+Test on the sum of all N observations
+Number of degrees of freedom          :   40
+Chi-square statistic                  :   40.78
+p-value of test                       :    0.44
+
+-----------------------------------------------
+CPU time used                    :  00:01:29.17
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N = 10,  n = 1000000,  r = 25,    s = 5,    L = 30,    k = 30
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.28
+p-value of test                       :    0.17
+
+Kolmogorov-Smirnov- statistic = D-    :    0.24
+p-value of test                       :    0.29
+
+Anderson-Darling statistic = A2       :    1.26
+p-value of test                       :    0.25
+
+Test on the sum of all N observations
+Number of degrees of freedom          :   40
+Chi-square statistic                  :   35.06
+p-value of test                       :    0.69
+
+-----------------------------------------------
+CPU time used                    :  00:01:23.98
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N =  1,  n = 5000,  r =  0,    s = 4,    L = 1000,    k = 1000
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    3
+Chi-square statistic                  :    0.95
+p-value of test                       :    0.81
+
+-----------------------------------------------
+CPU time used                    :  00:02:12.39
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N =  1,  n = 5000,  r = 26,    s = 4,    L = 1000,    k = 1000
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    3
+Chi-square statistic                  :    5.84
+p-value of test                       :    0.12
+
+-----------------------------------------------
+CPU time used                    :  00:02:23.53
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N =  1,  n = 80,  r = 15,    s = 15,    L = 5000,    k = 5000
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    2
+Chi-square statistic                  :   0.059
+p-value of test                       :    0.97
+
+-----------------------------------------------
+CPU time used                    :  00:01:33.12
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N =  1,  n = 80,  r =  0,    s = 30,    L = 5000,    k = 5000
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    2
+Chi-square statistic                  :    1.77
+p-value of test                       :    0.41
+
+-----------------------------------------------
+CPU time used                    :  00:01:17.48
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_Savir2 test:
+-----------------------------------------------
+   N = 10,  n = 10000000,  r = 10,    m = 1048576,    t = 30
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.22
+p-value of test                       :    0.32
+
+Kolmogorov-Smirnov- statistic = D-    :    0.12
+p-value of test                       :    0.69
+
+Anderson-Darling statistic = A2       :    0.71
+p-value of test                       :    0.54
+
+Test on the sum of all N observations
+Number of degrees of freedom          :  130
+Chi-square statistic                  :  115.28
+p-value of test                       :    0.82
+
+-----------------------------------------------
+CPU time used                    :  00:00:59.50
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_GCD test:
+-----------------------------------------------
+   N = 10,  n = 50000000,  r =  0,   s = 30
+
+
+-----------------------------------------------
+Test results for GCD values:
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.087
+p-value of test                       :    0.82
+
+Kolmogorov-Smirnov- statistic = D-    :    0.32
+p-value of test                       :    0.10
+
+Anderson-Darling statistic = A2       :    1.63
+p-value of test                       :    0.15
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 17430
+Chi-square statistic                  :17705.02
+p-value of test                       :    0.07
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:53.35
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r =  0,   s = 5,   L0 =   50,   L1 =   50
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :   36
+ChiSquare statistic                   :   42.84
+p-value of test                       :    0.20
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :   35
+ChiSquare statistic                   :   32.37
+p-value of test                       :    0.60
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          :   25
+ChiSquare statistic                   :   16.73
+p-value of test                       :    0.89
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :   24
+ChiSquare statistic                   :   19.68
+p-value of test                       :    0.72
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :   17
+ChiSquare statistic                   :   20.33
+p-value of test                       :    0.26
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:49.78
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r = 25,   s = 5,   L0 =   50,   L1 =   50
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :   36
+ChiSquare statistic                   :   40.80
+p-value of test                       :    0.27
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :   35
+ChiSquare statistic                   :   25.02
+p-value of test                       :    0.89
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          :   25
+ChiSquare statistic                   :   24.59
+p-value of test                       :    0.49
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :   24
+ChiSquare statistic                   :   24.23
+p-value of test                       :    0.45
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :   17
+ChiSquare statistic                   :   12.67
+p-value of test                       :    0.76
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:51.87
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 10000000,  r =  0,   s = 10,   L0 = 1000,   L1 = 1000
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :  146
+ChiSquare statistic                   :  163.36
+p-value of test                       :    0.15
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :  146
+ChiSquare statistic                   :  139.90
+p-value of test                       :    0.63
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          :  500
+ChiSquare statistic                   :  513.73
+p-value of test                       :    0.33
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :  136
+ChiSquare statistic                   :  124.83
+p-value of test                       :    0.74
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :   74
+ChiSquare statistic                   :   65.28
+p-value of test                       :    0.76
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:01.62
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 10000000,  r = 20,   s = 10,   L0 = 1000,   L1 = 1000
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :  146
+ChiSquare statistic                   :  144.59
+p-value of test                       :    0.52
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :  146
+ChiSquare statistic                   :  162.54
+p-value of test                       :    0.17
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          :  500
+ChiSquare statistic                   :  477.91
+p-value of test                       :    0.75
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :  136
+ChiSquare statistic                   :  141.41
+p-value of test                       :    0.36
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :   74
+ChiSquare statistic                   :   54.13
+p-value of test                       :    0.96
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:57.15
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 1000000,  r =  0,   s = 15,   L0 = 10000,   L1 = 10000
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :  384
+ChiSquare statistic                   :  365.51
+p-value of test                       :    0.74
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :  384
+ChiSquare statistic                   :  380.09
+p-value of test                       :    0.55
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          : 5000
+ChiSquare statistic                   : 4942.23
+p-value of test                       :    0.72
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :  378
+ChiSquare statistic                   :  375.51
+p-value of test                       :    0.53
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :  200
+ChiSquare statistic                   :  177.70
+p-value of test                       :    0.87
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:47.12
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 1000000,  r = 15,   s = 15,   L0 = 10000,   L1 = 10000
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :  384
+ChiSquare statistic                   :  370.83
+p-value of test                       :    0.68
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :  384
+ChiSquare statistic                   :  382.60
+p-value of test                       :    0.51
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          : 5000
+ChiSquare statistic                   : 5132.18
+p-value of test                       :    0.09
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :  378
+ChiSquare statistic                   :  404.30
+p-value of test                       :    0.17
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :  200
+ChiSquare statistic                   :  215.64
+p-value of test                       :    0.21
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:47.40
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+scomp_LinearComp test:
+-----------------------------------------------
+   N =  1,  n = 400020,  r =  0,    s = 1
+
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   12
+Chi2 statistic for size of jumps      :    3.90
+p-value of test                       :    0.99
+
+
+-----------------------------------------------
+Normal statistic for number of jumps  : -402.59
+p-value of test                       : 1 - eps1    *****
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:07.81
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+scomp_LinearComp test:
+-----------------------------------------------
+   N =  1,  n = 400020,  r = 29,    s = 1
+
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   12
+Chi2 statistic for size of jumps      :    5.17
+p-value of test                       :    0.95
+
+
+-----------------------------------------------
+Normal statistic for number of jumps  : -402.82
+p-value of test                       : 1 - eps1    *****
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:07.87
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+scomp_LempelZiv test:
+-----------------------------------------------
+   N = 10,  n = 134217728,  r =  0,   s =   30,   k =   27
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.095
+p-value of test                       :    0.78
+
+Kolmogorov-Smirnov- statistic = D-    :    0.23
+p-value of test                       :    0.31
+
+Anderson-Darling statistic = A2       :    0.77
+p-value of test                       :    0.50
+
+Tests on the sum of all N observations
+Standardized normal statistic         :    0.59
+p-value of test                       :    0.28
+
+Sample variance                       :    1.66
+p-value of test                       :    0.09
+
+-----------------------------------------------
+CPU time used                    :  00:00:55.77
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+scomp_LempelZiv test:
+-----------------------------------------------
+   N = 10,  n = 134217728,  r = 15,   s =   15,   k =   27
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.29
+p-value of test                       :    0.16
+
+Kolmogorov-Smirnov- statistic = D-    :   0.087
+p-value of test                       :    0.81
+
+Anderson-Darling statistic = A2       :    0.97
+p-value of test                       :    0.37
+
+Tests on the sum of all N observations
+Standardized normal statistic         :   -0.96
+p-value of test                       :    0.83
+
+Sample variance                       :    0.46
+p-value of test                       :    0.90
+
+-----------------------------------------------
+CPU time used                    :  00:00:58.00
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sspectral_Fourier3 test:
+-----------------------------------------------
+   N = 100000,  n = 16384,  r =  0,   s =    3,   k =   14
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.014
+p-value of test                       :    0.20
+
+Kolmogorov-Smirnov- statistic = D-    : 8.15e-3
+p-value of test                       :    0.58
+
+Anderson-Darling statistic = A2       :    0.79
+p-value of test                       :    0.49
+
+-----------------------------------------------
+CPU time used                    :  00:00:47.45
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sspectral_Fourier3 test:
+-----------------------------------------------
+   N = 100000,  n = 16384,  r = 27,   s =    3,   k =   14
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    : 9.77e-3
+p-value of test                       :    0.45
+
+Kolmogorov-Smirnov- statistic = D-    :   0.012
+p-value of test                       :    0.32
+
+Anderson-Darling statistic = A2       :    0.56
+p-value of test                       :    0.69
+
+-----------------------------------------------
+CPU time used                    :  00:00:47.23
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_LongestHeadRun test:
+-----------------------------------------------
+   N =  1,  n = 1000,  r =  0,   s = 3,   L = 10000020
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    8
+Chi-square statistic                  :    9.59
+p-value of test                       :    0.30
+
+-----------------------------------------------
+Global longest run of 1               :   31.00
+p-value of test                       :    0.69
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:40.79
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_LongestHeadRun test:
+-----------------------------------------------
+   N =  1,  n = 1000,  r = 27,   s = 3,   L = 10000020
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    8
+Chi-square statistic                  :    4.23
+p-value of test                       :    0.84
+
+-----------------------------------------------
+Global longest run of 1               :   33.00
+p-value of test                       :    0.44
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:41.44
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_PeriodsInStrings test:
+-----------------------------------------------
+   N = 10,  n = 500000000,  r =  0,   s =   10
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.19
+p-value of test                       :    0.44
+
+Kolmogorov-Smirnov- statistic = D-    :    0.14
+p-value of test                       :    0.61
+
+Anderson-Darling statistic = A2       :    0.43
+p-value of test                       :    0.82
+
+Test on the sum of all N observations
+Number of degrees of freedom          :  200
+Chi-square statistic                  :  191.72
+p-value of test                       :    0.65
+
+-----------------------------------------------
+CPU time used                    :  00:02:47.20
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_PeriodsInStrings test:
+-----------------------------------------------
+   N = 10,  n = 500000000,  r = 20,   s =   10
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.14
+p-value of test                       :    0.64
+
+Kolmogorov-Smirnov- statistic = D-    :    0.17
+p-value of test                       :    0.49
+
+Anderson-Darling statistic = A2       :    0.44
+p-value of test                       :    0.81
+
+Test on the sum of all N observations
+Number of degrees of freedom          :  200
+Chi-square statistic                  :  197.56
+p-value of test                       :    0.54
+
+-----------------------------------------------
+CPU time used                    :  00:02:44.50
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingWeight2 test:
+-----------------------------------------------
+   N = 10,  n = 1000000000,  r =  0,   s = 3,   L = 1000000
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.45
+p-value of test                       :    0.01
+
+Kolmogorov-Smirnov- statistic = D-    :    0.16
+p-value of test                       :    0.56
+
+Anderson-Darling statistic = A2       :    2.10
+p-value of test                       :    0.08
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 10000
+Chi-square statistic                  : 9852.49
+p-value of test                       :    0.85
+
+-----------------------------------------------
+CPU time used                    :  00:01:05.54
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingWeight2 test:
+-----------------------------------------------
+   N = 10,  n = 1000000000,  r = 27,   s = 3,   L = 1000000
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.21
+p-value of test                       :    0.35
+
+Kolmogorov-Smirnov- statistic = D-    :    0.20
+p-value of test                       :    0.39
+
+Anderson-Darling statistic = A2       :    0.93
+p-value of test                       :    0.39
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 10000
+Chi-square statistic                  : 9916.86
+p-value of test                       :    0.72
+
+-----------------------------------------------
+CPU time used                    :  00:01:09.69
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingCorr test:
+-----------------------------------------------
+   N =  1,  n = 1000000000,  r = 10,   s = 10,   L = 30
+
+
+
+-----------------------------------------------
+Normal statistic                      :    1.27
+p-value of test                       :    0.10
+
+-----------------------------------------------
+CPU time used                    :  00:01:20.37
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingCorr test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r = 10,   s = 10,   L = 300
+
+
+
+-----------------------------------------------
+Normal statistic                      :   -1.03
+p-value of test                       :    0.85
+
+-----------------------------------------------
+CPU time used                    :  00:01:17.84
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingCorr test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r = 10,   s = 10,   L = 1200
+
+
+
+-----------------------------------------------
+Normal statistic                      :   -1.91
+p-value of test                       :    0.97
+
+-----------------------------------------------
+CPU time used                    :  00:05:08.48
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N = 10,  n = 30000000,  r =  0,   s = 3,   L = 30,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.046
+p-value of test                       :    0.93
+
+Kolmogorov-Smirnov- statistic = D-    :    0.46
+p-value of test                       :    0.01
+
+Anderson-Darling statistic = A2       :    2.41
+p-value of test                       :    0.06
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 4890
+Chi-square statistic                  : 5070.55
+p-value of test                       :    0.04
+
+-----------------------------------------------
+CPU time used                    :  00:02:08.96
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N = 10,  n = 30000000,  r = 27,   s = 3,   L = 30,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.072
+p-value of test                       :    0.87
+
+Kolmogorov-Smirnov- statistic = D-    :    0.18
+p-value of test                       :    0.46
+
+Anderson-Darling statistic = A2       :    0.46
+p-value of test                       :    0.78
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 4890
+Chi-square statistic                  : 4952.53
+p-value of test                       :    0.26
+
+-----------------------------------------------
+CPU time used                    :  00:02:14.92
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N =  1,  n = 30000000,  r =  0,   s = 4,   L = 300,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+Number of degrees of freedom          : 4117
+Chi-square statistic                  : 4144.23
+p-value of test                       :    0.38
+
+-----------------------------------------------
+CPU time used                    :  00:01:37.13
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N =  1,  n = 30000000,  r = 26,   s = 4,   L = 300,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+Number of degrees of freedom          : 4117
+Chi-square statistic                  : 4151.51
+p-value of test                       :    0.35
+
+-----------------------------------------------
+CPU time used                    :  00:01:38.85
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N =  1,  n = 10000000,  r =  0,   s = 5,   L = 1200,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+Number of degrees of freedom          : 11825
+Chi-square statistic                  :11684.02
+p-value of test                       :    0.82
+
+-----------------------------------------------
+CPU time used                    :  00:01:46.90
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N =  1,  n = 10000000,  r = 25,   s = 5,   L = 1200,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+Number of degrees of freedom          : 11825
+Chi-square statistic                  :11665.44
+p-value of test                       :    0.85
+
+-----------------------------------------------
+CPU time used                    :  00:01:52.42
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_Run test:
+-----------------------------------------------
+   N =  1,  n = 2000000000,  r =  0,   s =    3
+
+
+-----------------------------------------------
+Total number of 1 runs:  2000000000
+
+Number of degrees of freedom          :   54
+Chi2 statistic for number of runs     :   41.52
+p-value of test                       :    0.89
+
+
+-----------------------------------------------
+Total number of bits:  7999988892
+
+Normal statistic for number of bits   :  -0.088
+p-value of test                       :    0.53
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:21.73
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_Run test:
+-----------------------------------------------
+   N =  1,  n = 2000000000,  r = 27,   s =    3
+
+
+-----------------------------------------------
+Total number of 1 runs:  2000000000
+
+Number of degrees of freedom          :   54
+Chi2 statistic for number of runs     :   52.70
+p-value of test                       :    0.52
+
+
+-----------------------------------------------
+Total number of bits:  7999829385
+
+Normal statistic for number of bits   :   -1.35
+p-value of test                       :    0.91
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:20.27
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_AutoCor test:
+-----------------------------------------------
+   N = 10,  n = 1000000030,  r =  0,   s = 3,   d = 1
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.19
+p-value of test                       :    0.42
+
+Kolmogorov-Smirnov- statistic = D-    :    0.29
+p-value of test                       :    0.15
+
+Anderson-Darling statistic = A2       :    0.83
+p-value of test                       :    0.45
+
+Tests on the sum of all N observations
+Standardized normal statistic         :    0.21
+p-value of test                       :    0.42
+
+Sample variance                       :    0.33
+p-value of test                       :    0.97
+
+-----------------------------------------------
+CPU time used                    :  00:02:40.86
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_AutoCor test:
+-----------------------------------------------
+   N = 10,  n = 1000000029,  r =  0,   s = 3,   d = 3
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.072
+p-value of test                       :    0.86
+
+Kolmogorov-Smirnov- statistic = D-    :    0.21
+p-value of test                       :    0.35
+
+Anderson-Darling statistic = A2       :    0.37
+p-value of test                       :    0.87
+
+Tests on the sum of all N observations
+Standardized normal statistic         :    0.49
+p-value of test                       :    0.31
+
+Sample variance                       :    1.11
+p-value of test                       :    0.35
+
+-----------------------------------------------
+CPU time used                    :  00:02:18.79
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_AutoCor test:
+-----------------------------------------------
+   N = 10,  n = 1000000030,  r = 27,   s = 3,   d = 1
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.33
+p-value of test                       :    0.09
+
+Kolmogorov-Smirnov- statistic = D-    :   0.063
+p-value of test                       :    0.89
+
+Anderson-Darling statistic = A2       :    1.00
+p-value of test                       :    0.36
+
+Tests on the sum of all N observations
+Standardized normal statistic         :   -1.10
+p-value of test                       :    0.86
+
+Sample variance                       :    0.78
+p-value of test                       :    0.64
+
+-----------------------------------------------
+CPU time used                    :  00:02:43.95
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_AutoCor test:
+-----------------------------------------------
+   N = 10,  n = 1000000029,  r = 27,   s = 3,   d = 3
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.23
+p-value of test                       :    0.29
+
+Kolmogorov-Smirnov- statistic = D-    :    0.15
+p-value of test                       :    0.59
+
+Anderson-Darling statistic = A2       :    0.53
+p-value of test                       :    0.72
+
+Tests on the sum of all N observations
+Standardized normal statistic         :   -0.30
+p-value of test                       :    0.62
+
+Sample variance                       :    0.78
+p-value of test                       :    0.64
+
+-----------------------------------------------
+CPU time used                    :  00:02:25.39
+
+Generator state:
+N/A
+
+
+
+
+========= Summary results of BigCrush =========
+
+ Version:          TestU01 1.2.3
+ Generator:        stdin
+ Number of statistics:  160
+ Total CPU time:   04:28:59.73
+ The following tests gave p-values outside [0.001, 0.9990]:
+ (eps  means a value < 1.0e-300):
+ (eps1 means a value < 1.0e-15):
+
+       Test                          p-value
+ ----------------------------------------------
+  9  CollisionOver, t = 14           7.2e-4
+ 80  LinearComp, r = 0              1 - eps1
+ 81  LinearComp, r = 29             1 - eps1
+ ----------------------------------------------
+ All other tests were passed
+
+
+
+# 
+# Test duration: 1403.27206816705 minutes
+# 
diff --git a/src/site/resources/txt/userguide/rng/stress/tu/run_2/tu_6 b/src/site/resources/txt/userguide/rng/stress/tu/run_2/tu_6
new file mode 100644
index 000000000..878eb4a4d
--- /dev/null
+++ b/src/site/resources/txt/userguide/rng/stress/tu/run_2/tu_6
@@ -0,0 +1,3803 @@
+# 
+# RNG: org.apache.commons.math4.rng.internal.source32.Well19937c
+# 
+# Java: 1.8.0_66
+# Runtime: 1.8.0_66-b17
+# JVM: Java HotSpot(TM) 64-Bit Server VM 25.66-b17
+# OS: Linux 3.16.0-4-amd64 amd64
+# 
+# Analyzer: ../stdin2testu01 BigCrush 
+# 
+xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
+                 Starting BigCrush
+                 Version: TestU01 1.2.3
+xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
+
+
+***********************************************************
+Test smarsa_SerialOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N =  1,  n = 1000000000,  r =  0,   d =  256,   t =  3,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =           16777216
+       Expected number per cell =   59.604645
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =   0.0083558402,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          : 16711680
+Value of the statistic                : 1.67e+7
+p-value of test                       :    0.21
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:13.78
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_SerialOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N =  1,  n = 1000000000,  r = 22,   d =  256,   t =  3,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =           16777216
+       Expected number per cell =   59.604645
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =   0.0083558402,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          : 16711680
+Value of the statistic                : 1.67e+7
+p-value of test                       :    0.84
+
+
+-----------------------------------------------
+CPU time used                    :  00:03:11.81
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  0,   d = 2097152,   t =  2,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1378
+p-value of test                       :    0.36
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334498
+  j =  1                              :        599997244
+  j =  2                              :             1378
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:05:24.11
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  9,   d = 2097152,   t =  2,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1332
+p-value of test                       :    0.80
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334452
+  j =  1                              :        599997336
+  j =  2                              :             1332
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:05:16.08
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  0,   d = 16384,   t =  3,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1350
+p-value of test                       :    0.64
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334470
+  j =  1                              :        599997300
+  j =  2                              :             1350
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:07:24.78
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r = 16,   d = 16384,   t =  3,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1333
+p-value of test                       :    0.80
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334453
+  j =  1                              :        599997334
+  j =  2                              :             1333
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:06:37.28
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  0,   d =   64,   t =  7,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1357
+p-value of test                       :    0.57
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334477
+  j =  1                              :        599997286
+  j =  2                              :             1357
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:06:28.94
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r = 24,   d =   64,   t =  7,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1395
+p-value of test                       :    0.21
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334515
+  j =  1                              :        599997210
+  j =  2                              :             1395
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:07:07.65
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  0,   d =    8,   t = 14,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1322
+p-value of test                       :    0.87
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334442
+  j =  1                              :        599997356
+  j =  2                              :             1322
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:08:23.51
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r = 27,   d =    8,   t = 14,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1354
+p-value of test                       :    0.60
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334474
+  j =  1                              :        599997292
+  j =  2                              :             1354
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:06:50.34
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  0,   d =    4,   t = 21,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1362
+p-value of test                       :    0.52
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334482
+  j =  1                              :        599997276
+  j =  2                              :             1362
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:06:20.07
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r = 28,   d =    4,   t = 21,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1323
+p-value of test                       :    0.87
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334443
+  j =  1                              :        599997354
+  j =  2                              :             1323
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:06:45.18
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 100,  n = 10000000,  r =  0,    d = 2147483648,    t = 2,    p = 1
+
+
+      Number of cells = d^t = 4611686018427387904
+      Lambda = Poisson mean =      54.2101
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    5421.01
+Total observed number                 :    5478
+p-value of test                       :    0.22
+
+
+-----------------------------------------------
+CPU time used                    :  00:05:20.61
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 20000000,  r =  0,    d = 2097152,    t = 3,    p = 1
+
+
+      Number of cells = d^t = 9223372036854775808
+      Lambda = Poisson mean =     216.8404
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    4336.81
+Total observed number                 :    4315
+p-value of test                       :    0.63
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:20.02
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 30000000,  r = 14,    d = 65536,    t = 4,    p = 1
+
+
+      Number of cells = d^t = 18446744073709551616
+      Lambda = Poisson mean =     365.9182
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    7318.36
+Total observed number                 :    7331
+p-value of test                       :    0.44
+
+
+-----------------------------------------------
+CPU time used                    :  00:03:58.26
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 20000000,  r =  0,    d = 512,    t = 7,    p = 1
+
+
+      Number of cells = d^t = 9223372036854775808
+      Lambda = Poisson mean =     216.8404
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    4336.81
+Total observed number                 :    4275
+p-value of test                       :    0.82
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:54.28
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 20000000,  r =  7,    d = 512,    t = 7,    p = 1
+
+
+      Number of cells = d^t = 9223372036854775808
+      Lambda = Poisson mean =     216.8404
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    4336.81
+Total observed number                 :    4381
+p-value of test                       :    0.25
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:58.14
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 30000000,  r = 14,    d = 256,    t = 8,    p = 1
+
+
+      Number of cells = d^t = 18446744073709551616
+      Lambda = Poisson mean =     365.9182
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    7318.36
+Total observed number                 :    7400
+p-value of test                       :    0.17
+
+
+-----------------------------------------------
+CPU time used                    :  00:04:08.14
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 30000000,  r = 22,    d = 256,    t = 8,    p = 1
+
+
+      Number of cells = d^t = 18446744073709551616
+      Lambda = Poisson mean =     365.9182
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    7318.36
+Total observed number                 :    7318
+p-value of test                       :    0.50
+
+
+-----------------------------------------------
+CPU time used                    :  00:03:56.72
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 30000000,  r =  0,    d = 16,    t = 16,    p = 1
+
+
+      Number of cells = d^t = 18446744073709551616
+      Lambda = Poisson mean =     365.9182
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    7318.36
+Total observed number                 :    7297
+p-value of test                       :    0.60
+
+
+-----------------------------------------------
+CPU time used                    :  00:04:55.27
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 30000000,  r = 26,    d = 16,    t = 16,    p = 1
+
+
+      Number of cells = d^t = 18446744073709551616
+      Lambda = Poisson mean =     365.9182
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    7318.36
+Total observed number                 :    7365
+p-value of test                       :    0.29
+
+
+-----------------------------------------------
+CPU time used                    :  00:05:17.77
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+snpair_ClosePairs test:
+-----------------------------------------------
+   N = 30,  n = 6000000,  r =  0,  t = 3,  p = 0,  m = 30,  Torus =  TRUE
+
+
+---------------------------------------
+Test based on the 2 nearest points (NP):
+
+Stat. AD on the N values (NP)         :    0.22
+p-value of test                       :    0.98
+
+
+A2 test based on the spacings between the
+   successive jump times of process Y_n(t):
+
+A2 test on the values of A2 (m-NP)    :    0.74
+p-value of test                       :    0.52
+
+Test on the Nm values of W_{n,i}(mNP1):    0.31
+p-value of test                       :    0.93
+
+Test on the jump times of Y
+   (superposition of Yn):
+
+Expected number of jumps of Y = mN    :     900
+Number of jumps of Y                  :     935
+p-value of test                       :    0.13
+
+Stat. AD (mNP2)                       :    0.70
+p-value of test                       :    0.56
+
+Stat. AD after spacings (mNP2-S)      :    0.51
+p-value of test                       :    0.73
+
+-----------------------------------------------
+CPU time used                    :  00:03:21.89
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+snpair_ClosePairs test:
+-----------------------------------------------
+   N = 20,  n = 4000000,  r =  0,  t = 5,  p = 0,  m = 30,  Torus =  TRUE
+
+
+---------------------------------------
+Test based on the 2 nearest points (NP):
+
+Stat. AD on the N values (NP)         :    0.86
+p-value of test                       :    0.44
+
+
+A2 test based on the spacings between the
+   successive jump times of process Y_n(t):
+
+A2 test on the values of A2 (m-NP)    :    3.63
+p-value of test                       :    0.01
+
+Test on the Nm values of W_{n,i}(mNP1):    0.63
+p-value of test                       :    0.62
+
+Test on the jump times of Y
+   (superposition of Yn):
+
+Expected number of jumps of Y = mN    :     600
+Number of jumps of Y                  :     638
+p-value of test                       :    0.06
+
+Stat. AD (mNP2)                       :    0.57
+p-value of test                       :    0.68
+
+Stat. AD after spacings (mNP2-S)      :    0.81
+p-value of test                       :    0.47
+
+-----------------------------------------------
+CPU time used                    :  00:02:09.19
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+snpair_ClosePairs test:
+-----------------------------------------------
+   N = 10,  n = 3000000,  r =  0,  t = 9,  p = 0,  m = 30,  Torus =  TRUE
+
+
+---------------------------------------
+Test based on the 2 nearest points (NP):
+
+Stat. AD on the N values (NP)         :    0.73
+p-value of test                       :    0.53
+
+
+A2 test based on the spacings between the
+   successive jump times of process Y_n(t):
+
+A2 test on the values of A2 (m-NP)    :    0.81
+p-value of test                       :    0.47
+
+Test on the Nm values of W_{n,i}(mNP1):    1.84
+p-value of test                       :    0.11
+
+Test on the jump times of Y
+   (superposition of Yn):
+
+Expected number of jumps of Y = mN    :     300
+Number of jumps of Y                  :     299
+p-value of test                       :    0.51
+
+Stat. AD (mNP2)                       :    0.50
+p-value of test                       :    0.74
+
+Stat. AD after spacings (mNP2-S)      :    3.16
+p-value of test                       :    0.02
+
+-----------------------------------------------
+CPU time used                    :  00:03:01.94
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+snpair_ClosePairs test:
+-----------------------------------------------
+   N =  5,  n = 2000000,  r =  0,  t = 16,  p = 0,  m = 30,  Torus =  TRUE
+
+
+---------------------------------------
+Test based on the 2 nearest points (NP):
+
+Stat. AD on the N values (NP)         :    2.31
+p-value of test                       :    0.06
+
+
+A2 test based on the spacings between the
+   successive jump times of process Y_n(t):
+
+A2 test on the values of A2 (m-NP)    :    3.36
+p-value of test                       :    0.02
+
+Test on the Nm values of W_{n,i}(mNP1):    0.46
+p-value of test                       :    0.79
+
+Test on the jump times of Y
+   (superposition of Yn):
+
+Expected number of jumps of Y = mN    :     150
+Number of jumps of Y                  :     151
+p-value of test                       :    0.48
+
+Stat. AD (mNP2)                       :    0.86
+p-value of test                       :    0.44
+
+Stat. AD after spacings (mNP2-S)      :    0.79
+p-value of test                       :    0.48
+
+-----------------------------------------------
+CPU time used                    :  00:03:17.72
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_SimpPoker test:
+-----------------------------------------------
+   N =  1,  n = 400000000,  r =  0,   d =    8,   k =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    7
+Chi-square statistic                  :    8.17
+p-value of test                       :    0.32
+
+-----------------------------------------------
+CPU time used                    :  00:01:12.59
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_SimpPoker test:
+-----------------------------------------------
+   N =  1,  n = 400000000,  r = 27,   d =    8,   k =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    7
+Chi-square statistic                  :    4.51
+p-value of test                       :    0.72
+
+-----------------------------------------------
+CPU time used                    :  00:01:25.43
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_SimpPoker test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r =  0,   d =   32,   k =   32
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   18
+Chi-square statistic                  :   11.53
+p-value of test                       :    0.87
+
+-----------------------------------------------
+CPU time used                    :  00:01:14.42
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_SimpPoker test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r = 25,   d =   32,   k =   32
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   18
+Chi-square statistic                  :   28.08
+p-value of test                       :    0.06
+
+-----------------------------------------------
+CPU time used                    :  00:01:25.44
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_CouponCollector test:
+-----------------------------------------------
+   N =  1,  n = 200000000,  r =  0,   d =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   54
+Chi-square statistic                  :   53.84
+p-value of test                       :    0.48
+
+-----------------------------------------------
+CPU time used                    :  00:01:33.56
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_CouponCollector test:
+-----------------------------------------------
+   N =  1,  n = 200000000,  r = 10,   d =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   54
+Chi-square statistic                  :   61.12
+p-value of test                       :    0.24
+
+-----------------------------------------------
+CPU time used                    :  00:01:52.52
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_CouponCollector test:
+-----------------------------------------------
+   N =  1,  n = 200000000,  r = 20,   d =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   54
+Chi-square statistic                  :   45.10
+p-value of test                       :    0.80
+
+-----------------------------------------------
+CPU time used                    :  00:01:50.19
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_CouponCollector test:
+-----------------------------------------------
+   N =  1,  n = 200000000,  r = 27,   d =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   54
+Chi-square statistic                  :   60.61
+p-value of test                       :    0.25
+
+-----------------------------------------------
+CPU time used                    :  00:01:49.06
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Gap test:
+-----------------------------------------------
+   N =  1,  n = 500000000,  r =  0,   Alpha =        0,   Beta  =   0.0625
+
+
+-----------------------------------------------
+Number of degrees of freedom          :  232
+Chi-square statistic                  :  217.08
+p-value of test                       :    0.75
+
+-----------------------------------------------
+CPU time used                    :  00:02:01.11
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Gap test:
+-----------------------------------------------
+   N =  1,  n = 300000000,  r = 25,   Alpha =        0,   Beta  =  0.03125
+
+
+-----------------------------------------------
+Number of degrees of freedom          :  434
+Chi-square statistic                  :  438.55
+p-value of test                       :    0.43
+
+-----------------------------------------------
+CPU time used                    :  00:02:51.35
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Gap test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r =  0,   Alpha =        0,   Beta  = 0.0078125
+
+
+-----------------------------------------------
+Number of degrees of freedom          : 1437
+Chi-square statistic                  : 1338.89
+p-value of test                       :    0.97
+
+-----------------------------------------------
+CPU time used                    :  00:03:01.26
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Gap test:
+-----------------------------------------------
+   N =  1,  n = 10000000,  r = 20,   Alpha =        0,   Beta  = 0.000976562
+
+
+-----------------------------------------------
+Number of degrees of freedom          : 7046
+Chi-square statistic                  : 6958.20
+p-value of test                       :    0.77
+
+-----------------------------------------------
+CPU time used                    :  00:02:58.29
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Run test:
+-----------------------------------------------
+   N =  5,  n = 1000000000,  r =  0,   Up = FALSE
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.19
+p-value of test                       :    0.61
+
+Kolmogorov-Smirnov- statistic = D-    :    0.18
+p-value of test                       :    0.65
+
+Anderson-Darling statistic = A2       :    0.33
+p-value of test                       :    0.91
+
+Test on the sum of all N observations
+Number of degrees of freedom          :   30
+Chi-square statistic                  :   25.99
+p-value of test                       :    0.68
+
+-----------------------------------------------
+CPU time used                    :  00:01:39.76
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Run test:
+-----------------------------------------------
+   N = 10,  n = 1000000000,  r = 15,   Up =  TRUE
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.15
+p-value of test                       :    0.59
+
+Kolmogorov-Smirnov- statistic = D-    :    0.12
+p-value of test                       :    0.69
+
+Anderson-Darling statistic = A2       :    0.33
+p-value of test                       :    0.91
+
+Test on the sum of all N observations
+Number of degrees of freedom          :   60
+Chi-square statistic                  :   55.39
+p-value of test                       :    0.64
+
+-----------------------------------------------
+CPU time used                    :  00:03:56.42
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_Permutation calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N =  1,  n = 1000000000,  r =  5,   t =  3,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =                  6
+       Expected number per cell =  1.6666667e+08
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =  2.5000002e-09,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          :    5
+Value of the statistic                :    7.66
+p-value of test                       :    0.18
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:09.30
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_Permutation calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N =  1,  n = 1000000000,  r =  5,   t =  5,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =                120
+       Expected number per cell =   8333333.3
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =  5.9500005e-08,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          :  119
+Value of the statistic                :  126.26
+p-value of test                       :    0.31
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:57.52
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_Permutation calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N =  1,  n = 500000000,  r =  5,   t =  7,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =               5040
+       Expected number per cell =   99206.349
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =  5.0390004e-06,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          : 5039
+Value of the statistic                : 5067.59
+p-value of test                       :    0.39
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:24.36
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_Permutation calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N =  1,  n = 500000000,  r = 10,   t = 10,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =            3628800
+       Expected number per cell =    137.7866
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =   0.0036287993,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          : 3628799
+Value of the statistic                : 3.63e+6
+p-value of test                       :    0.38
+
+
+-----------------------------------------------
+CPU time used                    :  00:03:08.55
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_CollisionPermut calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N = 20,  n = 20000000,  r =  0,   t = 14,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =        87178291200
+       Expected number per cell =  1 /  4358.9146
+       EColl = n^2 / (2k) =   2294.14912
+       Hashing =   TRUE
+
+       Collision test,    Mu =      2293.9736,    Sigma =    47.8841
+
+-----------------------------------------------
+Test Results for Collisions
+
+For the total number of collisions, we use
+      the Poisson approximation:
+Expected number of collisions = N*Mu  :    45879.47
+Observed number of collisions         :    45450
+p-value of test                       :    0.98
+
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :    1743165869450
+  j =  1                              :        399909106
+  j =  2                              :            45438
+  j =  3                              :                6
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:04:11.29
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_CollisionPermut calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N = 20,  n = 20000000,  r = 10,   t = 14,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =        87178291200
+       Expected number per cell =  1 /  4358.9146
+       EColl = n^2 / (2k) =   2294.14912
+       Hashing =   TRUE
+
+       Collision test,    Mu =      2293.9736,    Sigma =    47.8841
+
+-----------------------------------------------
+Test Results for Collisions
+
+For the total number of collisions, we use
+      the Poisson approximation:
+Expected number of collisions = N*Mu  :    45879.47
+Observed number of collisions         :    45863
+p-value of test                       :    0.53
+
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :    1743165869863
+  j =  1                              :        399908279
+  j =  2                              :            45853
+  j =  3                              :                5
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:04:19.43
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_MaxOft test:
+-----------------------------------------------
+   N = 40,  n = 10000000,  r =  0,   d = 100000,   t =  8
+
+      Number of categories = 100000
+      Expected number per category  = 100.00
+
+
+-----------------------------------------------
+Test results for chi2 with 99999 degrees of freedom:
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.047
+p-value of test                       :    0.81
+
+Kolmogorov-Smirnov- statistic = D-    :    0.13
+p-value of test                       :    0.26
+
+Anderson-Darling statistic = A2       :    1.07
+p-value of test                       :    0.32
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 3999960
+Chi-square statistic                  : 4.00e+6
+p-value of test                       :    0.12
+
+
+-----------------------------------------------
+Test results for Anderson-Darling:
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.092
+p-value of test                       :    0.48
+
+Kolmogorov-Smirnov- statistic = D-    :   0.074
+p-value of test                       :    0.62
+
+Anderson-Darling statistic = A2       :    0.34
+p-value of test                       :    0.90
+
+
+-----------------------------------------------
+CPU time used                    :  00:03:14.19
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_MaxOft test:
+-----------------------------------------------
+   N = 30,  n = 10000000,  r =  0,   d = 100000,   t = 16
+
+      Number of categories = 100000
+      Expected number per category  = 100.00
+
+
+-----------------------------------------------
+Test results for chi2 with 99999 degrees of freedom:
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.22
+p-value of test                       :    0.05
+
+Kolmogorov-Smirnov- statistic = D-    :   0.042
+p-value of test                       :    0.88
+
+Anderson-Darling statistic = A2       :    1.48
+p-value of test                       :    0.18
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 2999970
+Chi-square statistic                  : 3.00e+6
+p-value of test                       :    0.92
+
+
+-----------------------------------------------
+Test results for Anderson-Darling:
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.13
+p-value of test                       :    0.32
+
+Kolmogorov-Smirnov- statistic = D-    :   0.033
+p-value of test                       :    0.92
+
+Anderson-Darling statistic = A2       :    0.99
+p-value of test                       :    0.36
+
+
+-----------------------------------------------
+CPU time used                    :  00:03:00.12
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_MaxOft test:
+-----------------------------------------------
+   N = 20,  n = 10000000,  r =  0,   d = 100000,   t = 24
+
+      Number of categories = 100000
+      Expected number per category  = 100.00
+
+
+-----------------------------------------------
+Test results for chi2 with 99999 degrees of freedom:
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.15
+p-value of test                       :    0.39
+
+Kolmogorov-Smirnov- statistic = D-    :   0.064
+p-value of test                       :    0.82
+
+Anderson-Darling statistic = A2       :    0.26
+p-value of test                       :    0.96
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 1999980
+Chi-square statistic                  : 2.00e+6
+p-value of test                       :    0.57
+
+
+-----------------------------------------------
+Test results for Anderson-Darling:
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.23
+p-value of test                       :    0.10
+
+Kolmogorov-Smirnov- statistic = D-    :   0.061
+p-value of test                       :    0.83
+
+Anderson-Darling statistic = A2       :    0.96
+p-value of test                       :    0.38
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:21.00
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_MaxOft test:
+-----------------------------------------------
+   N = 20,  n = 10000000,  r =  0,   d = 100000,   t = 32
+
+      Number of categories = 100000
+      Expected number per category  = 100.00
+
+
+-----------------------------------------------
+Test results for chi2 with 99999 degrees of freedom:
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.16
+p-value of test                       :    0.31
+
+Kolmogorov-Smirnov- statistic = D-    :   0.075
+p-value of test                       :    0.76
+
+Anderson-Darling statistic = A2       :    0.43
+p-value of test                       :    0.82
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 1999980
+Chi-square statistic                  : 2.00e+6
+p-value of test                       :    0.62
+
+
+-----------------------------------------------
+Test results for Anderson-Darling:
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.11
+p-value of test                       :    0.55
+
+Kolmogorov-Smirnov- statistic = D-    :    0.16
+p-value of test                       :    0.31
+
+Anderson-Darling statistic = A2       :    1.03
+p-value of test                       :    0.34
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:43.63
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleProd test:
+-----------------------------------------------
+   N = 40,  n = 10000000,  r =  0,   t = 8
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.057
+p-value of test                       :    0.75
+
+Kolmogorov-Smirnov- statistic = D-    :   0.086
+p-value of test                       :    0.53
+
+Anderson-Darling statistic = A2       :    0.35
+p-value of test                       :    0.89
+
+-----------------------------------------------
+CPU time used                    :  00:02:22.76
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleProd test:
+-----------------------------------------------
+   N = 20,  n = 10000000,  r =  0,   t = 16
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    : 1.26e-3
+p-value of test                       :    0.9987
+
+Kolmogorov-Smirnov- statistic = D-    :    0.22
+p-value of test                       :    0.12
+
+Anderson-Darling statistic = A2       :    1.56
+p-value of test                       :    0.16
+
+-----------------------------------------------
+CPU time used                    :  00:01:40.70
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleProd test:
+-----------------------------------------------
+   N = 20,  n = 10000000,  r =  0,   t = 24
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.054
+p-value of test                       :    0.86
+
+Kolmogorov-Smirnov- statistic = D-    :    0.21
+p-value of test                       :    0.14
+
+Anderson-Darling statistic = A2       :    0.84
+p-value of test                       :    0.45
+
+-----------------------------------------------
+CPU time used                    :  00:02:11.38
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleMean test:
+-----------------------------------------------
+   N = 20000000,  n = 30,  r =  0
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    : 1.99e-4
+p-value of test                       :    0.21
+
+Kolmogorov-Smirnov- statistic = D-    : 1.66e-4
+p-value of test                       :    0.33
+
+Anderson-Darling statistic = A2       :    0.61
+p-value of test                       :    0.64
+
+-----------------------------------------------
+CPU time used                    :  00:00:34.40
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleMean test:
+-----------------------------------------------
+   N = 20000000,  n = 30,  r = 10
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    : 1.03e-4
+p-value of test                       :    0.65
+
+Kolmogorov-Smirnov- statistic = D-    : 1.39e-4
+p-value of test                       :    0.46
+
+Anderson-Darling statistic = A2       :    0.37
+p-value of test                       :    0.88
+
+-----------------------------------------------
+CPU time used                    :  00:00:34.57
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleCorr test:
+-----------------------------------------------
+   N =  1,  n = 2000000000,  r =  0,   k = 1
+
+
+-----------------------------------------------
+Normal statistic                      :  -0.011
+p-value of test                       :    0.50
+
+-----------------------------------------------
+CPU time used                    :  00:00:31.40
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleCorr test:
+-----------------------------------------------
+   N =  1,  n = 2000000000,  r =  0,   k = 2
+
+
+-----------------------------------------------
+Normal statistic                      :    0.18
+p-value of test                       :    0.43
+
+-----------------------------------------------
+CPU time used                    :  00:00:30.29
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_AppearanceSpacings test:
+-----------------------------------------------
+   N =  1,   Q = 10000000,   K = 1000000000,   r = 0,   s = 3,   L = 15
+
+   Sequences of n = (K + Q)L =  15150000000 bits
+   Q = 10000000 initialization blocks
+   K = 1000000000 blocks for the test
+   the blocks have L = 15 bits
+
+
+
+-----------------------------------------------
+Normal statistic                      :   -0.18
+p-value of test                       :    0.57
+
+-----------------------------------------------
+CPU time used                    :  00:01:52.02
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_AppearanceSpacings test:
+-----------------------------------------------
+   N =  1,   Q = 10000000,   K = 1000000000,   r = 27,   s = 3,   L = 15
+
+   Sequences of n = (K + Q)L =  15150000000 bits
+   Q = 10000000 initialization blocks
+   K = 1000000000 blocks for the test
+   the blocks have L = 15 bits
+
+
+
+-----------------------------------------------
+Normal statistic                      :   -1.01
+p-value of test                       :    0.84
+
+-----------------------------------------------
+CPU time used                    :  00:01:59.39
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r =  0,  k = 256,  Alpha =      0,  Beta =   0.25
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   67
+Chi-square statistic                  :   47.51
+p-value of test                       :    0.97
+
+-----------------------------------------------
+CPU time used                    :  00:01:20.76
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r = 20,  k = 256,  Alpha =      0,  Beta =   0.25
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   67
+Chi-square statistic                  :   49.54
+p-value of test                       :    0.95
+
+-----------------------------------------------
+CPU time used                    :  00:01:33.22
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r = 28,  k = 256,  Alpha =      0,  Beta =   0.25
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   67
+Chi-square statistic                  :   54.64
+p-value of test                       :    0.86
+
+-----------------------------------------------
+CPU time used                    :  00:01:32.09
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r =  0,  k = 256,  Alpha =      0,  Beta = 0.0625
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   37
+Chi-square statistic                  :   40.64
+p-value of test                       :    0.31
+
+-----------------------------------------------
+CPU time used                    :  00:01:15.02
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r = 10,  k = 256,  Alpha =      0,  Beta = 0.0625
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   37
+Chi-square statistic                  :   38.18
+p-value of test                       :    0.42
+
+-----------------------------------------------
+CPU time used                    :  00:01:33.04
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r = 26,  k = 256,  Alpha =      0,  Beta = 0.0625
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   37
+Chi-square statistic                  :   39.80
+p-value of test                       :    0.35
+
+-----------------------------------------------
+CPU time used                    :  00:01:31.06
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SumCollector test:
+-----------------------------------------------
+   N =  1,  n = 500000000,  r =  0,   g = 10
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   29
+Chi-square statistic                  :   35.61
+p-value of test                       :    0.19
+
+-----------------------------------------------
+CPU time used                    :  00:02:40.48
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N = 10,  n = 1000000,  r =  0,    s = 5,    L = 30,    k = 30
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.18
+p-value of test                       :    0.45
+
+Kolmogorov-Smirnov- statistic = D-    :    0.21
+p-value of test                       :    0.37
+
+Anderson-Darling statistic = A2       :    0.79
+p-value of test                       :    0.49
+
+Test on the sum of all N observations
+Number of degrees of freedom          :   40
+Chi-square statistic                  :   46.48
+p-value of test                       :    0.22
+
+-----------------------------------------------
+CPU time used                    :  00:01:22.04
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N = 10,  n = 1000000,  r = 25,    s = 5,    L = 30,    k = 30
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.22
+p-value of test                       :    0.33
+
+Kolmogorov-Smirnov- statistic = D-    :    0.14
+p-value of test                       :    0.63
+
+Anderson-Darling statistic = A2       :    0.39
+p-value of test                       :    0.86
+
+Test on the sum of all N observations
+Number of degrees of freedom          :   40
+Chi-square statistic                  :   41.17
+p-value of test                       :    0.42
+
+-----------------------------------------------
+CPU time used                    :  00:01:22.40
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N =  1,  n = 5000,  r =  0,    s = 4,    L = 1000,    k = 1000
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    3
+Chi-square statistic                  :    1.42
+p-value of test                       :    0.70
+
+-----------------------------------------------
+CPU time used                    :  00:02:24.98
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N =  1,  n = 5000,  r = 26,    s = 4,    L = 1000,    k = 1000
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    3
+Chi-square statistic                  :    1.82
+p-value of test                       :    0.61
+
+-----------------------------------------------
+CPU time used                    :  00:02:20.73
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N =  1,  n = 80,  r = 15,    s = 15,    L = 5000,    k = 5000
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    2
+Chi-square statistic                  :    1.18
+p-value of test                       :    0.55
+
+-----------------------------------------------
+CPU time used                    :  00:01:32.93
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N =  1,  n = 80,  r =  0,    s = 30,    L = 5000,    k = 5000
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    2
+Chi-square statistic                  :    1.82
+p-value of test                       :    0.40
+
+-----------------------------------------------
+CPU time used                    :  00:01:18.25
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_Savir2 test:
+-----------------------------------------------
+   N = 10,  n = 10000000,  r = 10,    m = 1048576,    t = 30
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.34
+p-value of test                       :    0.08
+
+Kolmogorov-Smirnov- statistic = D-    :   0.054
+p-value of test                       :    0.91
+
+Anderson-Darling statistic = A2       :    1.98
+p-value of test                       :    0.09
+
+Test on the sum of all N observations
+Number of degrees of freedom          :  130
+Chi-square statistic                  :  102.54
+p-value of test                       :    0.96
+
+-----------------------------------------------
+CPU time used                    :  00:00:58.04
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_GCD test:
+-----------------------------------------------
+   N = 10,  n = 50000000,  r =  0,   s = 30
+
+
+-----------------------------------------------
+Test results for GCD values:
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.097
+p-value of test                       :    0.78
+
+Kolmogorov-Smirnov- statistic = D-    :    0.23
+p-value of test                       :    0.31
+
+Anderson-Darling statistic = A2       :    0.75
+p-value of test                       :    0.51
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 17430
+Chi-square statistic                  :17613.40
+p-value of test                       :    0.16
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:52.56
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r =  0,   s = 5,   L0 =   50,   L1 =   50
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :   36
+ChiSquare statistic                   :   46.98
+p-value of test                       :    0.10
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :   35
+ChiSquare statistic                   :   40.26
+p-value of test                       :    0.25
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          :   25
+ChiSquare statistic                   :   34.88
+p-value of test                       :    0.09
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :   24
+ChiSquare statistic                   :   15.74
+p-value of test                       :    0.90
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :   17
+ChiSquare statistic                   :   26.21
+p-value of test                       :    0.07
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:51.86
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r = 25,   s = 5,   L0 =   50,   L1 =   50
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :   36
+ChiSquare statistic                   :   27.65
+p-value of test                       :    0.84
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :   35
+ChiSquare statistic                   :   50.39
+p-value of test                       :    0.04
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          :   25
+ChiSquare statistic                   :   22.19
+p-value of test                       :    0.62
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :   24
+ChiSquare statistic                   :   24.54
+p-value of test                       :    0.43
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :   17
+ChiSquare statistic                   :   15.23
+p-value of test                       :    0.58
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:48.89
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 10000000,  r =  0,   s = 10,   L0 = 1000,   L1 = 1000
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :  146
+ChiSquare statistic                   :  158.88
+p-value of test                       :    0.22
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :  146
+ChiSquare statistic                   :  143.62
+p-value of test                       :    0.54
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          :  500
+ChiSquare statistic                   :  457.02
+p-value of test                       :    0.92
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :  136
+ChiSquare statistic                   :  154.91
+p-value of test                       :    0.13
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :   74
+ChiSquare statistic                   :   85.09
+p-value of test                       :    0.18
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:55.62
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 10000000,  r = 20,   s = 10,   L0 = 1000,   L1 = 1000
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :  146
+ChiSquare statistic                   :  136.38
+p-value of test                       :    0.70
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :  146
+ChiSquare statistic                   :  155.91
+p-value of test                       :    0.27
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          :  500
+ChiSquare statistic                   :  506.36
+p-value of test                       :    0.41
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :  136
+ChiSquare statistic                   :  123.27
+p-value of test                       :    0.78
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :   74
+ChiSquare statistic                   :   64.95
+p-value of test                       :    0.76
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:55.68
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 1000000,  r =  0,   s = 15,   L0 = 10000,   L1 = 10000
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :  384
+ChiSquare statistic                   :  393.90
+p-value of test                       :    0.35
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :  384
+ChiSquare statistic                   :  367.86
+p-value of test                       :    0.71
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          : 5000
+ChiSquare statistic                   : 4987.98
+p-value of test                       :    0.55
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :  378
+ChiSquare statistic                   :  371.78
+p-value of test                       :    0.58
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :  200
+ChiSquare statistic                   :  214.92
+p-value of test                       :    0.22
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:47.64
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 1000000,  r = 15,   s = 15,   L0 = 10000,   L1 = 10000
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :  384
+ChiSquare statistic                   :  331.15
+p-value of test                       :    0.98
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :  384
+ChiSquare statistic                   :  335.38
+p-value of test                       :    0.96
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          : 5000
+ChiSquare statistic                   : 5146.31
+p-value of test                       :    0.07
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :  378
+ChiSquare statistic                   :  380.51
+p-value of test                       :    0.45
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :  200
+ChiSquare statistic                   :  192.40
+p-value of test                       :    0.64
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:47.87
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+scomp_LinearComp test:
+-----------------------------------------------
+   N =  1,  n = 400020,  r =  0,    s = 1
+
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   12
+Chi2 statistic for size of jumps      :    6.02
+p-value of test                       :    0.92
+
+
+-----------------------------------------------
+Normal statistic for number of jumps  : -402.97
+p-value of test                       : 1 - eps1    *****
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:07.79
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+scomp_LinearComp test:
+-----------------------------------------------
+   N =  1,  n = 400020,  r = 29,    s = 1
+
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   12
+Chi2 statistic for size of jumps      :   11.00
+p-value of test                       :    0.53
+
+
+-----------------------------------------------
+Normal statistic for number of jumps  : -402.90
+p-value of test                       : 1 - eps1    *****
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:07.80
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+scomp_LempelZiv test:
+-----------------------------------------------
+   N = 10,  n = 134217728,  r =  0,   s =   30,   k =   27
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.094
+p-value of test                       :    0.79
+
+Kolmogorov-Smirnov- statistic = D-    :    0.17
+p-value of test                       :    0.51
+
+Anderson-Darling statistic = A2       :    0.48
+p-value of test                       :    0.76
+
+Tests on the sum of all N observations
+Standardized normal statistic         :    0.36
+p-value of test                       :    0.36
+
+Sample variance                       :    1.84
+p-value of test                       :    0.06
+
+-----------------------------------------------
+CPU time used                    :  00:00:56.20
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+scomp_LempelZiv test:
+-----------------------------------------------
+   N = 10,  n = 134217728,  r = 15,   s =   15,   k =   27
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.34
+p-value of test                       :    0.08
+
+Kolmogorov-Smirnov- statistic = D-    :   0.074
+p-value of test                       :    0.86
+
+Anderson-Darling statistic = A2       :    1.24
+p-value of test                       :    0.25
+
+Tests on the sum of all N observations
+Standardized normal statistic         :   -1.03
+p-value of test                       :    0.85
+
+Sample variance                       :    1.09
+p-value of test                       :    0.37
+
+-----------------------------------------------
+CPU time used                    :  00:01:03.77
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sspectral_Fourier3 test:
+-----------------------------------------------
+   N = 100000,  n = 16384,  r =  0,   s =    3,   k =   14
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    : 8.28e-3
+p-value of test                       :    0.57
+
+Kolmogorov-Smirnov- statistic = D-    :   0.017
+p-value of test                       :    0.09
+
+Anderson-Darling statistic = A2       :    1.33
+p-value of test                       :    0.22
+
+-----------------------------------------------
+CPU time used                    :  00:00:49.06
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sspectral_Fourier3 test:
+-----------------------------------------------
+   N = 100000,  n = 16384,  r = 27,   s =    3,   k =   14
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.015
+p-value of test                       :    0.15
+
+Kolmogorov-Smirnov- statistic = D-    : 6.81e-3
+p-value of test                       :    0.68
+
+Anderson-Darling statistic = A2       :    0.85
+p-value of test                       :    0.44
+
+-----------------------------------------------
+CPU time used                    :  00:00:46.45
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_LongestHeadRun test:
+-----------------------------------------------
+   N =  1,  n = 1000,  r =  0,   s = 3,   L = 10000020
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    8
+Chi-square statistic                  :    6.29
+p-value of test                       :    0.61
+
+-----------------------------------------------
+Global longest run of 1               :   34.00
+p-value of test                       :    0.25
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:37.14
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_LongestHeadRun test:
+-----------------------------------------------
+   N =  1,  n = 1000,  r = 27,   s = 3,   L = 10000020
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    8
+Chi-square statistic                  :    2.37
+p-value of test                       :    0.97
+
+-----------------------------------------------
+Global longest run of 1               :   31.00
+p-value of test                       :    0.69
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:39.93
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_PeriodsInStrings test:
+-----------------------------------------------
+   N = 10,  n = 500000000,  r =  0,   s =   10
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.31
+p-value of test                       :    0.11
+
+Kolmogorov-Smirnov- statistic = D-    :   0.023
+p-value of test                       :    0.97
+
+Anderson-Darling statistic = A2       :    1.59
+p-value of test                       :    0.16
+
+Test on the sum of all N observations
+Number of degrees of freedom          :  200
+Chi-square statistic                  :  170.45
+p-value of test                       :    0.94
+
+-----------------------------------------------
+CPU time used                    :  00:02:42.29
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_PeriodsInStrings test:
+-----------------------------------------------
+   N = 10,  n = 500000000,  r = 20,   s =   10
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.085
+p-value of test                       :    0.82
+
+Kolmogorov-Smirnov- statistic = D-    :    0.18
+p-value of test                       :    0.46
+
+Anderson-Darling statistic = A2       :    0.49
+p-value of test                       :    0.75
+
+Test on the sum of all N observations
+Number of degrees of freedom          :  200
+Chi-square statistic                  :  212.16
+p-value of test                       :    0.26
+
+-----------------------------------------------
+CPU time used                    :  00:02:39.37
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingWeight2 test:
+-----------------------------------------------
+   N = 10,  n = 1000000000,  r =  0,   s = 3,   L = 1000000
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.12
+p-value of test                       :    0.71
+
+Kolmogorov-Smirnov- statistic = D-    :    0.24
+p-value of test                       :    0.27
+
+Anderson-Darling statistic = A2       :    0.59
+p-value of test                       :    0.65
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 10000
+Chi-square statistic                  :10101.95
+p-value of test                       :    0.23
+
+-----------------------------------------------
+CPU time used                    :  00:01:05.45
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingWeight2 test:
+-----------------------------------------------
+   N = 10,  n = 1000000000,  r = 27,   s = 3,   L = 1000000
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.23
+p-value of test                       :    0.31
+
+Kolmogorov-Smirnov- statistic = D-    :    0.19
+p-value of test                       :    0.42
+
+Anderson-Darling statistic = A2       :    0.61
+p-value of test                       :    0.64
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 10000
+Chi-square statistic                  :10009.89
+p-value of test                       :    0.47
+
+-----------------------------------------------
+CPU time used                    :  00:01:07.62
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingCorr test:
+-----------------------------------------------
+   N =  1,  n = 1000000000,  r = 10,   s = 10,   L = 30
+
+
+
+-----------------------------------------------
+Normal statistic                      :   -0.26
+p-value of test                       :    0.60
+
+-----------------------------------------------
+CPU time used                    :  00:01:18.77
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingCorr test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r = 10,   s = 10,   L = 300
+
+
+
+-----------------------------------------------
+Normal statistic                      :   -0.35
+p-value of test                       :    0.64
+
+-----------------------------------------------
+CPU time used                    :  00:01:17.21
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingCorr test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r = 10,   s = 10,   L = 1200
+
+
+
+-----------------------------------------------
+Normal statistic                      :    0.85
+p-value of test                       :    0.20
+
+-----------------------------------------------
+CPU time used                    :  00:04:57.29
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N = 10,  n = 30000000,  r =  0,   s = 3,   L = 30,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.085
+p-value of test                       :    0.82
+
+Kolmogorov-Smirnov- statistic = D-    :    0.25
+p-value of test                       :    0.24
+
+Anderson-Darling statistic = A2       :    0.67
+p-value of test                       :    0.58
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 4890
+Chi-square statistic                  : 4940.17
+p-value of test                       :    0.30
+
+-----------------------------------------------
+CPU time used                    :  00:02:07.05
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N = 10,  n = 30000000,  r = 27,   s = 3,   L = 30,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.26
+p-value of test                       :    0.23
+
+Kolmogorov-Smirnov- statistic = D-    :    0.27
+p-value of test                       :    0.20
+
+Anderson-Darling statistic = A2       :    1.06
+p-value of test                       :    0.32
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 4890
+Chi-square statistic                  : 4870.80
+p-value of test                       :    0.57
+
+-----------------------------------------------
+CPU time used                    :  00:02:11.89
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N =  1,  n = 30000000,  r =  0,   s = 4,   L = 300,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+Number of degrees of freedom          : 4117
+Chi-square statistic                  : 4011.65
+p-value of test                       :    0.88
+
+-----------------------------------------------
+CPU time used                    :  00:01:33.11
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N =  1,  n = 30000000,  r = 26,   s = 4,   L = 300,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+Number of degrees of freedom          : 4117
+Chi-square statistic                  : 4144.90
+p-value of test                       :    0.38
+
+-----------------------------------------------
+CPU time used                    :  00:01:39.60
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N =  1,  n = 10000000,  r =  0,   s = 5,   L = 1200,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+Number of degrees of freedom          : 11825
+Chi-square statistic                  :11929.46
+p-value of test                       :    0.25
+
+-----------------------------------------------
+CPU time used                    :  00:01:42.75
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N =  1,  n = 10000000,  r = 25,   s = 5,   L = 1200,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+Number of degrees of freedom          : 11825
+Chi-square statistic                  :11978.81
+p-value of test                       :    0.16
+
+-----------------------------------------------
+CPU time used                    :  00:01:48.63
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_Run test:
+-----------------------------------------------
+   N =  1,  n = 2000000000,  r =  0,   s =    3
+
+
+-----------------------------------------------
+Total number of 1 runs:  2000000000
+
+Number of degrees of freedom          :   54
+Chi2 statistic for number of runs     :   52.16
+p-value of test                       :    0.55
+
+
+-----------------------------------------------
+Total number of bits:  7999882446
+
+Normal statistic for number of bits   :   -0.93
+p-value of test                       :    0.82
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:20.63
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_Run test:
+-----------------------------------------------
+   N =  1,  n = 2000000000,  r = 27,   s =    3
+
+
+-----------------------------------------------
+Total number of 1 runs:  2000000000
+
+Number of degrees of freedom          :   54
+Chi2 statistic for number of runs     :   55.18
+p-value of test                       :    0.43
+
+
+-----------------------------------------------
+Total number of bits:  8000017542
+
+Normal statistic for number of bits   :    0.14
+p-value of test                       :    0.44
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:29.38
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_AutoCor test:
+-----------------------------------------------
+   N = 10,  n = 1000000030,  r =  0,   s = 3,   d = 1
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.16
+p-value of test                       :    0.56
+
+Kolmogorov-Smirnov- statistic = D-    :   0.091
+p-value of test                       :    0.80
+
+Anderson-Darling statistic = A2       :    0.36
+p-value of test                       :    0.89
+
+Tests on the sum of all N observations
+Standardized normal statistic         :   -0.53
+p-value of test                       :    0.70
+
+Sample variance                       :    1.03
+p-value of test                       :    0.41
+
+-----------------------------------------------
+CPU time used                    :  00:02:41.71
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_AutoCor test:
+-----------------------------------------------
+   N = 10,  n = 1000000029,  r =  0,   s = 3,   d = 3
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.13
+p-value of test                       :    0.67
+
+Kolmogorov-Smirnov- statistic = D-    :    0.22
+p-value of test                       :    0.32
+
+Anderson-Darling statistic = A2       :    0.38
+p-value of test                       :    0.87
+
+Tests on the sum of all N observations
+Standardized normal statistic         :   -0.14
+p-value of test                       :    0.55
+
+Sample variance                       :    0.84
+p-value of test                       :    0.58
+
+-----------------------------------------------
+CPU time used                    :  00:02:22.97
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_AutoCor test:
+-----------------------------------------------
+   N = 10,  n = 1000000030,  r = 27,   s = 3,   d = 1
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.27
+p-value of test                       :    0.20
+
+Kolmogorov-Smirnov- statistic = D-    :   0.026
+p-value of test                       :    0.97
+
+Anderson-Darling statistic = A2       :    1.47
+p-value of test                       :    0.19
+
+Tests on the sum of all N observations
+Standardized normal statistic         :   -1.62
+p-value of test                       :    0.95
+
+Sample variance                       :    1.00
+p-value of test                       :    0.44
+
+-----------------------------------------------
+CPU time used                    :  00:02:42.95
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_AutoCor test:
+-----------------------------------------------
+   N = 10,  n = 1000000029,  r = 27,   s = 3,   d = 3
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.12
+p-value of test                       :    0.68
+
+Kolmogorov-Smirnov- statistic = D-    :    0.15
+p-value of test                       :    0.58
+
+Anderson-Darling statistic = A2       :    0.24
+p-value of test                       :    0.97
+
+Tests on the sum of all N observations
+Standardized normal statistic         :  -0.028
+p-value of test                       :    0.51
+
+Sample variance                       :    0.99
+p-value of test                       :    0.45
+
+-----------------------------------------------
+CPU time used                    :  00:02:50.19
+
+Generator state:
+N/A
+
+
+
+
+========= Summary results of BigCrush =========
+
+ Version:          TestU01 1.2.3
+ Generator:        stdin
+ Number of statistics:  160
+ Total CPU time:   04:24:54.87
+ The following tests gave p-values outside [0.001, 0.9990]:
+ (eps  means a value < 1.0e-300):
+ (eps1 means a value < 1.0e-15):
+
+       Test                          p-value
+ ----------------------------------------------
+ 80  LinearComp, r = 0              1 - eps1
+ 81  LinearComp, r = 29             1 - eps1
+ ----------------------------------------------
+ All other tests were passed
+
+
+
+# 
+# Test duration: 1410.44223989785 minutes
+# 
diff --git a/src/site/resources/txt/userguide/rng/stress/tu/run_2/tu_7 b/src/site/resources/txt/userguide/rng/stress/tu/run_2/tu_7
new file mode 100644
index 000000000..578285c73
--- /dev/null
+++ b/src/site/resources/txt/userguide/rng/stress/tu/run_2/tu_7
@@ -0,0 +1,3803 @@
+# 
+# RNG: org.apache.commons.math4.rng.internal.source32.Well44497a
+# 
+# Java: 1.8.0_66
+# Runtime: 1.8.0_66-b17
+# JVM: Java HotSpot(TM) 64-Bit Server VM 25.66-b17
+# OS: Linux 3.16.0-4-amd64 amd64
+# 
+# Analyzer: ../stdin2testu01 BigCrush 
+# 
+xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
+                 Starting BigCrush
+                 Version: TestU01 1.2.3
+xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
+
+
+***********************************************************
+Test smarsa_SerialOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N =  1,  n = 1000000000,  r =  0,   d =  256,   t =  3,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =           16777216
+       Expected number per cell =   59.604645
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =   0.0083558402,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          : 16711680
+Value of the statistic                : 1.67e+7
+p-value of test                       :    0.11
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:16.69
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_SerialOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N =  1,  n = 1000000000,  r = 22,   d =  256,   t =  3,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =           16777216
+       Expected number per cell =   59.604645
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =   0.0083558402,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          : 16711680
+Value of the statistic                : 1.67e+7
+p-value of test                       :    0.35
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:23.16
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  0,   d = 2097152,   t =  2,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1463
+p-value of test                       :  4.2e-3
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334583
+  j =  1                              :        599997074
+  j =  2                              :             1463
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:05:34.57
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  9,   d = 2097152,   t =  2,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1409
+p-value of test                       :    0.12
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334529
+  j =  1                              :        599997182
+  j =  2                              :             1409
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:05:14.84
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  0,   d = 16384,   t =  3,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1322
+p-value of test                       :    0.87
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334442
+  j =  1                              :        599997356
+  j =  2                              :             1322
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:06:59.76
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r = 16,   d = 16384,   t =  3,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1347
+p-value of test                       :    0.67
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334467
+  j =  1                              :        599997306
+  j =  2                              :             1347
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:08:56.72
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  0,   d =   64,   t =  7,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1394
+p-value of test                       :    0.21
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334514
+  j =  1                              :        599997212
+  j =  2                              :             1394
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:06:43.67
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r = 24,   d =   64,   t =  7,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1419
+p-value of test                       :    0.07
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334539
+  j =  1                              :        599997162
+  j =  2                              :             1419
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:07:53.82
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  0,   d =    8,   t = 14,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1364
+p-value of test                       :    0.50
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334484
+  j =  1                              :        599997272
+  j =  2                              :             1364
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:06:04.25
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r = 27,   d =    8,   t = 14,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1351
+p-value of test                       :    0.63
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334471
+  j =  1                              :        599997298
+  j =  2                              :             1351
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:07:17.57
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  0,   d =    4,   t = 21,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1362
+p-value of test                       :    0.52
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334482
+  j =  1                              :        599997276
+  j =  2                              :             1362
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:06:46.94
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r = 28,   d =    4,   t = 21,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1333
+p-value of test                       :    0.80
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334453
+  j =  1                              :        599997334
+  j =  2                              :             1333
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:06:31.03
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 100,  n = 10000000,  r =  0,    d = 2147483648,    t = 2,    p = 1
+
+
+      Number of cells = d^t = 4611686018427387904
+      Lambda = Poisson mean =      54.2101
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    5421.01
+Total observed number                 :    5545
+p-value of test                       :    0.05
+
+
+-----------------------------------------------
+CPU time used                    :  00:05:18.86
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 20000000,  r =  0,    d = 2097152,    t = 3,    p = 1
+
+
+      Number of cells = d^t = 9223372036854775808
+      Lambda = Poisson mean =     216.8404
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    4336.81
+Total observed number                 :    4447
+p-value of test                       :    0.05
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:18.38
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 30000000,  r = 14,    d = 65536,    t = 4,    p = 1
+
+
+      Number of cells = d^t = 18446744073709551616
+      Lambda = Poisson mean =     365.9182
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    7318.36
+Total observed number                 :    7271
+p-value of test                       :    0.71
+
+
+-----------------------------------------------
+CPU time used                    :  00:03:56.38
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 20000000,  r =  0,    d = 512,    t = 7,    p = 1
+
+
+      Number of cells = d^t = 9223372036854775808
+      Lambda = Poisson mean =     216.8404
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    4336.81
+Total observed number                 :    4237
+p-value of test                       :    0.93
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:54.46
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 20000000,  r =  7,    d = 512,    t = 7,    p = 1
+
+
+      Number of cells = d^t = 9223372036854775808
+      Lambda = Poisson mean =     216.8404
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    4336.81
+Total observed number                 :    4341
+p-value of test                       :    0.48
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:56.97
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 30000000,  r = 14,    d = 256,    t = 8,    p = 1
+
+
+      Number of cells = d^t = 18446744073709551616
+      Lambda = Poisson mean =     365.9182
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    7318.36
+Total observed number                 :    7233
+p-value of test                       :    0.84
+
+
+-----------------------------------------------
+CPU time used                    :  00:04:11.32
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 30000000,  r = 22,    d = 256,    t = 8,    p = 1
+
+
+      Number of cells = d^t = 18446744073709551616
+      Lambda = Poisson mean =     365.9182
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    7318.36
+Total observed number                 :    7303
+p-value of test                       :    0.57
+
+
+-----------------------------------------------
+CPU time used                    :  00:04:01.60
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 30000000,  r =  0,    d = 16,    t = 16,    p = 1
+
+
+      Number of cells = d^t = 18446744073709551616
+      Lambda = Poisson mean =     365.9182
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    7318.36
+Total observed number                 :    7504
+p-value of test                       :    0.02
+
+
+-----------------------------------------------
+CPU time used                    :  00:05:03.03
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 30000000,  r = 26,    d = 16,    t = 16,    p = 1
+
+
+      Number of cells = d^t = 18446744073709551616
+      Lambda = Poisson mean =     365.9182
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    7318.36
+Total observed number                 :    7366
+p-value of test                       :    0.29
+
+
+-----------------------------------------------
+CPU time used                    :  00:05:19.81
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+snpair_ClosePairs test:
+-----------------------------------------------
+   N = 30,  n = 6000000,  r =  0,  t = 3,  p = 0,  m = 30,  Torus =  TRUE
+
+
+---------------------------------------
+Test based on the 2 nearest points (NP):
+
+Stat. AD on the N values (NP)         :    0.91
+p-value of test                       :    0.41
+
+
+A2 test based on the spacings between the
+   successive jump times of process Y_n(t):
+
+A2 test on the values of A2 (m-NP)    :    0.69
+p-value of test                       :    0.57
+
+Test on the Nm values of W_{n,i}(mNP1):    2.14
+p-value of test                       :    0.08
+
+Test on the jump times of Y
+   (superposition of Yn):
+
+Expected number of jumps of Y = mN    :     900
+Number of jumps of Y                  :     835
+p-value of test                       :    0.99
+
+Stat. AD (mNP2)                       :    0.57
+p-value of test                       :    0.68
+
+Stat. AD after spacings (mNP2-S)      :    1.37
+p-value of test                       :    0.21
+
+-----------------------------------------------
+CPU time used                    :  00:03:27.48
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+snpair_ClosePairs test:
+-----------------------------------------------
+   N = 20,  n = 4000000,  r =  0,  t = 5,  p = 0,  m = 30,  Torus =  TRUE
+
+
+---------------------------------------
+Test based on the 2 nearest points (NP):
+
+Stat. AD on the N values (NP)         :    1.21
+p-value of test                       :    0.26
+
+
+A2 test based on the spacings between the
+   successive jump times of process Y_n(t):
+
+A2 test on the values of A2 (m-NP)    :    1.09
+p-value of test                       :    0.31
+
+Test on the Nm values of W_{n,i}(mNP1):    0.29
+p-value of test                       :    0.95
+
+Test on the jump times of Y
+   (superposition of Yn):
+
+Expected number of jumps of Y = mN    :     600
+Number of jumps of Y                  :     597
+p-value of test                       :    0.54
+
+Stat. AD (mNP2)                       :    0.23
+p-value of test                       :    0.98
+
+Stat. AD after spacings (mNP2-S)      :    3.62
+p-value of test                       :    0.01
+
+-----------------------------------------------
+CPU time used                    :  00:02:07.23
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+snpair_ClosePairs test:
+-----------------------------------------------
+   N = 10,  n = 3000000,  r =  0,  t = 9,  p = 0,  m = 30,  Torus =  TRUE
+
+
+---------------------------------------
+Test based on the 2 nearest points (NP):
+
+Stat. AD on the N values (NP)         :    0.56
+p-value of test                       :    0.68
+
+
+A2 test based on the spacings between the
+   successive jump times of process Y_n(t):
+
+A2 test on the values of A2 (m-NP)    :    0.91
+p-value of test                       :    0.40
+
+Test on the Nm values of W_{n,i}(mNP1):    4.52
+p-value of test                       :  4.9e-3
+
+Test on the jump times of Y
+   (superposition of Yn):
+
+Expected number of jumps of Y = mN    :     300
+Number of jumps of Y                  :     335
+p-value of test                       :    0.02
+
+Stat. AD (mNP2)                       :    1.23
+p-value of test                       :    0.26
+
+Stat. AD after spacings (mNP2-S)      :    0.64
+p-value of test                       :    0.61
+
+-----------------------------------------------
+CPU time used                    :  00:03:02.21
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+snpair_ClosePairs test:
+-----------------------------------------------
+   N =  5,  n = 2000000,  r =  0,  t = 16,  p = 0,  m = 30,  Torus =  TRUE
+
+
+---------------------------------------
+Test based on the 2 nearest points (NP):
+
+Stat. AD on the N values (NP)         :    1.07
+p-value of test                       :    0.32
+
+
+A2 test based on the spacings between the
+   successive jump times of process Y_n(t):
+
+A2 test on the values of A2 (m-NP)    :    1.07
+p-value of test                       :    0.32
+
+Test on the Nm values of W_{n,i}(mNP1):    1.42
+p-value of test                       :    0.20
+
+Test on the jump times of Y
+   (superposition of Yn):
+
+Expected number of jumps of Y = mN    :     150
+Number of jumps of Y                  :     171
+p-value of test                       :    0.05
+
+Stat. AD (mNP2)                       :    0.42
+p-value of test                       :    0.83
+
+Stat. AD after spacings (mNP2-S)      :    0.93
+p-value of test                       :    0.40
+
+-----------------------------------------------
+CPU time used                    :  00:03:16.18
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_SimpPoker test:
+-----------------------------------------------
+   N =  1,  n = 400000000,  r =  0,   d =    8,   k =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    7
+Chi-square statistic                  :   11.35
+p-value of test                       :    0.12
+
+-----------------------------------------------
+CPU time used                    :  00:01:15.80
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_SimpPoker test:
+-----------------------------------------------
+   N =  1,  n = 400000000,  r = 27,   d =    8,   k =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    7
+Chi-square statistic                  :    6.73
+p-value of test                       :    0.46
+
+-----------------------------------------------
+CPU time used                    :  00:01:27.69
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_SimpPoker test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r =  0,   d =   32,   k =   32
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   18
+Chi-square statistic                  :   23.90
+p-value of test                       :    0.16
+
+-----------------------------------------------
+CPU time used                    :  00:01:13.38
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_SimpPoker test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r = 25,   d =   32,   k =   32
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   18
+Chi-square statistic                  :   11.32
+p-value of test                       :    0.88
+
+-----------------------------------------------
+CPU time used                    :  00:01:27.40
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_CouponCollector test:
+-----------------------------------------------
+   N =  1,  n = 200000000,  r =  0,   d =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   54
+Chi-square statistic                  :   39.95
+p-value of test                       :    0.92
+
+-----------------------------------------------
+CPU time used                    :  00:01:34.56
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_CouponCollector test:
+-----------------------------------------------
+   N =  1,  n = 200000000,  r = 10,   d =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   54
+Chi-square statistic                  :   54.58
+p-value of test                       :    0.45
+
+-----------------------------------------------
+CPU time used                    :  00:01:49.61
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_CouponCollector test:
+-----------------------------------------------
+   N =  1,  n = 200000000,  r = 20,   d =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   54
+Chi-square statistic                  :   61.94
+p-value of test                       :    0.21
+
+-----------------------------------------------
+CPU time used                    :  00:01:50.53
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_CouponCollector test:
+-----------------------------------------------
+   N =  1,  n = 200000000,  r = 27,   d =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   54
+Chi-square statistic                  :   64.26
+p-value of test                       :    0.16
+
+-----------------------------------------------
+CPU time used                    :  00:01:51.17
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Gap test:
+-----------------------------------------------
+   N =  1,  n = 500000000,  r =  0,   Alpha =        0,   Beta  =   0.0625
+
+
+-----------------------------------------------
+Number of degrees of freedom          :  232
+Chi-square statistic                  :  240.81
+p-value of test                       :    0.33
+
+-----------------------------------------------
+CPU time used                    :  00:02:07.60
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Gap test:
+-----------------------------------------------
+   N =  1,  n = 300000000,  r = 25,   Alpha =        0,   Beta  =  0.03125
+
+
+-----------------------------------------------
+Number of degrees of freedom          :  434
+Chi-square statistic                  :  430.91
+p-value of test                       :    0.53
+
+-----------------------------------------------
+CPU time used                    :  00:02:56.45
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Gap test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r =  0,   Alpha =        0,   Beta  = 0.0078125
+
+
+-----------------------------------------------
+Number of degrees of freedom          : 1437
+Chi-square statistic                  : 1405.96
+p-value of test                       :    0.72
+
+-----------------------------------------------
+CPU time used                    :  00:03:05.53
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Gap test:
+-----------------------------------------------
+   N =  1,  n = 10000000,  r = 20,   Alpha =        0,   Beta  = 0.000976562
+
+
+-----------------------------------------------
+Number of degrees of freedom          : 7046
+Chi-square statistic                  : 7316.07
+p-value of test                       :    0.01
+
+-----------------------------------------------
+CPU time used                    :  00:02:59.68
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Run test:
+-----------------------------------------------
+   N =  5,  n = 1000000000,  r =  0,   Up = FALSE
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.11
+p-value of test                       :    0.82
+
+Kolmogorov-Smirnov- statistic = D-    :    0.37
+p-value of test                       :    0.20
+
+Anderson-Darling statistic = A2       :    0.82
+p-value of test                       :    0.46
+
+Test on the sum of all N observations
+Number of degrees of freedom          :   30
+Chi-square statistic                  :   35.34
+p-value of test                       :    0.23
+
+-----------------------------------------------
+CPU time used                    :  00:01:42.85
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Run test:
+-----------------------------------------------
+   N = 10,  n = 1000000000,  r = 15,   Up =  TRUE
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.20
+p-value of test                       :    0.40
+
+Kolmogorov-Smirnov- statistic = D-    :    0.22
+p-value of test                       :    0.32
+
+Anderson-Darling statistic = A2       :    0.84
+p-value of test                       :    0.45
+
+Test on the sum of all N observations
+Number of degrees of freedom          :   60
+Chi-square statistic                  :   60.73
+p-value of test                       :    0.45
+
+-----------------------------------------------
+CPU time used                    :  00:03:58.96
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_Permutation calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N =  1,  n = 1000000000,  r =  5,   t =  3,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =                  6
+       Expected number per cell =  1.6666667e+08
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =  2.5000002e-09,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          :    5
+Value of the statistic                :    5.48
+p-value of test                       :    0.36
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:06.48
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_Permutation calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N =  1,  n = 1000000000,  r =  5,   t =  5,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =                120
+       Expected number per cell =   8333333.3
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =  5.9500005e-08,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          :  119
+Value of the statistic                :  137.98
+p-value of test                       :    0.11
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:57.70
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_Permutation calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N =  1,  n = 500000000,  r =  5,   t =  7,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =               5040
+       Expected number per cell =   99206.349
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =  5.0390004e-06,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          : 5039
+Value of the statistic                : 5047.24
+p-value of test                       :    0.46
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:30.54
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_Permutation calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N =  1,  n = 500000000,  r = 10,   t = 10,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =            3628800
+       Expected number per cell =    137.7866
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =   0.0036287993,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          : 3628799
+Value of the statistic                : 3.63e+6
+p-value of test                       :    0.29
+
+
+-----------------------------------------------
+CPU time used                    :  00:03:00.63
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_CollisionPermut calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N = 20,  n = 20000000,  r =  0,   t = 14,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =        87178291200
+       Expected number per cell =  1 /  4358.9146
+       EColl = n^2 / (2k) =   2294.14912
+       Hashing =   TRUE
+
+       Collision test,    Mu =      2293.9736,    Sigma =    47.8841
+
+-----------------------------------------------
+Test Results for Collisions
+
+For the total number of collisions, we use
+      the Poisson approximation:
+Expected number of collisions = N*Mu  :    45879.47
+Observed number of collisions         :    45505
+p-value of test                       :    0.96
+
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :    1743165869505
+  j =  1                              :        399908993
+  j =  2                              :            45499
+  j =  3                              :                3
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:04:29.63
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_CollisionPermut calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N = 20,  n = 20000000,  r = 10,   t = 14,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =        87178291200
+       Expected number per cell =  1 /  4358.9146
+       EColl = n^2 / (2k) =   2294.14912
+       Hashing =   TRUE
+
+       Collision test,    Mu =      2293.9736,    Sigma =    47.8841
+
+-----------------------------------------------
+Test Results for Collisions
+
+For the total number of collisions, we use
+      the Poisson approximation:
+Expected number of collisions = N*Mu  :    45879.47
+Observed number of collisions         :    45747
+p-value of test                       :    0.73
+
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :    1743165869747
+  j =  1                              :        399908508
+  j =  2                              :            45743
+  j =  3                              :                2
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:04:23.64
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_MaxOft test:
+-----------------------------------------------
+   N = 40,  n = 10000000,  r =  0,   d = 100000,   t =  8
+
+      Number of categories = 100000
+      Expected number per category  = 100.00
+
+
+-----------------------------------------------
+Test results for chi2 with 99999 degrees of freedom:
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.072
+p-value of test                       :    0.63
+
+Kolmogorov-Smirnov- statistic = D-    :    0.10
+p-value of test                       :    0.40
+
+Anderson-Darling statistic = A2       :    0.45
+p-value of test                       :    0.79
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 3999960
+Chi-square statistic                  : 4.00e+6
+p-value of test                       :    0.51
+
+
+-----------------------------------------------
+Test results for Anderson-Darling:
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.11
+p-value of test                       :    0.38
+
+Kolmogorov-Smirnov- statistic = D-    :   0.091
+p-value of test                       :    0.49
+
+Anderson-Darling statistic = A2       :    0.47
+p-value of test                       :    0.78
+
+
+-----------------------------------------------
+CPU time used                    :  00:03:13.64
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_MaxOft test:
+-----------------------------------------------
+   N = 30,  n = 10000000,  r =  0,   d = 100000,   t = 16
+
+      Number of categories = 100000
+      Expected number per category  = 100.00
+
+
+-----------------------------------------------
+Test results for chi2 with 99999 degrees of freedom:
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.13
+p-value of test                       :    0.32
+
+Kolmogorov-Smirnov- statistic = D-    :   0.041
+p-value of test                       :    0.88
+
+Anderson-Darling statistic = A2       :    0.58
+p-value of test                       :    0.67
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 2999970
+Chi-square statistic                  : 3.00e+6
+p-value of test                       :    0.73
+
+
+-----------------------------------------------
+Test results for Anderson-Darling:
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.14
+p-value of test                       :    0.29
+
+Kolmogorov-Smirnov- statistic = D-    :   0.073
+p-value of test                       :    0.69
+
+Anderson-Darling statistic = A2       :    0.55
+p-value of test                       :    0.69
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:58.77
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_MaxOft test:
+-----------------------------------------------
+   N = 20,  n = 10000000,  r =  0,   d = 100000,   t = 24
+
+      Number of categories = 100000
+      Expected number per category  = 100.00
+
+
+-----------------------------------------------
+Test results for chi2 with 99999 degrees of freedom:
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.21
+p-value of test                       :    0.16
+
+Kolmogorov-Smirnov- statistic = D-    :   0.050
+p-value of test                       :    0.88
+
+Anderson-Darling statistic = A2       :    0.78
+p-value of test                       :    0.50
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 1999980
+Chi-square statistic                  : 2.00e+6
+p-value of test                       :    0.81
+
+
+-----------------------------------------------
+Test results for Anderson-Darling:
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.14
+p-value of test                       :    0.42
+
+Kolmogorov-Smirnov- statistic = D-    :   0.080
+p-value of test                       :    0.74
+
+Anderson-Darling statistic = A2       :    0.23
+p-value of test                       :    0.98
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:24.21
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_MaxOft test:
+-----------------------------------------------
+   N = 20,  n = 10000000,  r =  0,   d = 100000,   t = 32
+
+      Number of categories = 100000
+      Expected number per category  = 100.00
+
+
+-----------------------------------------------
+Test results for chi2 with 99999 degrees of freedom:
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.15
+p-value of test                       :    0.36
+
+Kolmogorov-Smirnov- statistic = D-    :   0.026
+p-value of test                       :    0.96
+
+Anderson-Darling statistic = A2       :    0.67
+p-value of test                       :    0.58
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 1999980
+Chi-square statistic                  : 2.00e+6
+p-value of test                       :    0.85
+
+
+-----------------------------------------------
+Test results for Anderson-Darling:
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.14
+p-value of test                       :    0.43
+
+Kolmogorov-Smirnov- statistic = D-    :   0.074
+p-value of test                       :    0.77
+
+Anderson-Darling statistic = A2       :    0.47
+p-value of test                       :    0.78
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:46.89
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleProd test:
+-----------------------------------------------
+   N = 40,  n = 10000000,  r =  0,   t = 8
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.059
+p-value of test                       :    0.73
+
+Kolmogorov-Smirnov- statistic = D-    :    0.13
+p-value of test                       :    0.25
+
+Anderson-Darling statistic = A2       :    0.83
+p-value of test                       :    0.46
+
+-----------------------------------------------
+CPU time used                    :  00:02:21.70
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleProd test:
+-----------------------------------------------
+   N = 20,  n = 10000000,  r =  0,   t = 16
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.090
+p-value of test                       :    0.68
+
+Kolmogorov-Smirnov- statistic = D-    :    0.14
+p-value of test                       :    0.41
+
+Anderson-Darling statistic = A2       :    1.03
+p-value of test                       :    0.34
+
+-----------------------------------------------
+CPU time used                    :  00:01:42.67
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleProd test:
+-----------------------------------------------
+   N = 20,  n = 10000000,  r =  0,   t = 24
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.068
+p-value of test                       :    0.80
+
+Kolmogorov-Smirnov- statistic = D-    :    0.14
+p-value of test                       :    0.42
+
+Anderson-Darling statistic = A2       :    0.39
+p-value of test                       :    0.86
+
+-----------------------------------------------
+CPU time used                    :  00:02:11.78
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleMean test:
+-----------------------------------------------
+   N = 20000000,  n = 30,  r =  0
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    : 5.97e-5
+p-value of test                       :    0.87
+
+Kolmogorov-Smirnov- statistic = D-    : 2.80e-4
+p-value of test                       :    0.04
+
+Anderson-Darling statistic = A2       :    2.51
+p-value of test                       :    0.05
+
+-----------------------------------------------
+CPU time used                    :  00:00:32.12
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleMean test:
+-----------------------------------------------
+   N = 20000000,  n = 30,  r = 10
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    : 8.58e-5
+p-value of test                       :    0.74
+
+Kolmogorov-Smirnov- statistic = D-    : 1.68e-4
+p-value of test                       :    0.32
+
+Anderson-Darling statistic = A2       :    0.58
+p-value of test                       :    0.67
+
+-----------------------------------------------
+CPU time used                    :  00:00:33.70
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleCorr test:
+-----------------------------------------------
+   N =  1,  n = 2000000000,  r =  0,   k = 1
+
+
+-----------------------------------------------
+Normal statistic                      :    1.74
+p-value of test                       :    0.04
+
+-----------------------------------------------
+CPU time used                    :  00:00:32.21
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleCorr test:
+-----------------------------------------------
+   N =  1,  n = 2000000000,  r =  0,   k = 2
+
+
+-----------------------------------------------
+Normal statistic                      :    2.14
+p-value of test                       :    0.02
+
+-----------------------------------------------
+CPU time used                    :  00:00:33.02
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_AppearanceSpacings test:
+-----------------------------------------------
+   N =  1,   Q = 10000000,   K = 1000000000,   r = 0,   s = 3,   L = 15
+
+   Sequences of n = (K + Q)L =  15150000000 bits
+   Q = 10000000 initialization blocks
+   K = 1000000000 blocks for the test
+   the blocks have L = 15 bits
+
+
+
+-----------------------------------------------
+Normal statistic                      :  -0.092
+p-value of test                       :    0.54
+
+-----------------------------------------------
+CPU time used                    :  00:01:55.40
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_AppearanceSpacings test:
+-----------------------------------------------
+   N =  1,   Q = 10000000,   K = 1000000000,   r = 27,   s = 3,   L = 15
+
+   Sequences of n = (K + Q)L =  15150000000 bits
+   Q = 10000000 initialization blocks
+   K = 1000000000 blocks for the test
+   the blocks have L = 15 bits
+
+
+
+-----------------------------------------------
+Normal statistic                      :    0.80
+p-value of test                       :    0.21
+
+-----------------------------------------------
+CPU time used                    :  00:01:56.12
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r =  0,  k = 256,  Alpha =      0,  Beta =   0.25
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   67
+Chi-square statistic                  :   71.74
+p-value of test                       :    0.32
+
+-----------------------------------------------
+CPU time used                    :  00:01:17.95
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r = 20,  k = 256,  Alpha =      0,  Beta =   0.25
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   67
+Chi-square statistic                  :   90.33
+p-value of test                       :    0.03
+
+-----------------------------------------------
+CPU time used                    :  00:01:33.93
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r = 28,  k = 256,  Alpha =      0,  Beta =   0.25
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   67
+Chi-square statistic                  :   48.81
+p-value of test                       :    0.95
+
+-----------------------------------------------
+CPU time used                    :  00:01:33.57
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r =  0,  k = 256,  Alpha =      0,  Beta = 0.0625
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   37
+Chi-square statistic                  :   42.78
+p-value of test                       :    0.24
+
+-----------------------------------------------
+CPU time used                    :  00:01:18.81
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r = 10,  k = 256,  Alpha =      0,  Beta = 0.0625
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   37
+Chi-square statistic                  :   52.08
+p-value of test                       :    0.05
+
+-----------------------------------------------
+CPU time used                    :  00:01:33.02
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r = 26,  k = 256,  Alpha =      0,  Beta = 0.0625
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   37
+Chi-square statistic                  :   33.44
+p-value of test                       :    0.64
+
+-----------------------------------------------
+CPU time used                    :  00:01:31.60
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SumCollector test:
+-----------------------------------------------
+   N =  1,  n = 500000000,  r =  0,   g = 10
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   29
+Chi-square statistic                  :   29.00
+p-value of test                       :    0.46
+
+-----------------------------------------------
+CPU time used                    :  00:02:40.90
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N = 10,  n = 1000000,  r =  0,    s = 5,    L = 30,    k = 30
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.12
+p-value of test                       :    0.68
+
+Kolmogorov-Smirnov- statistic = D-    :    0.26
+p-value of test                       :    0.22
+
+Anderson-Darling statistic = A2       :    0.73
+p-value of test                       :    0.53
+
+Test on the sum of all N observations
+Number of degrees of freedom          :   40
+Chi-square statistic                  :   42.45
+p-value of test                       :    0.37
+
+-----------------------------------------------
+CPU time used                    :  00:01:29.95
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N = 10,  n = 1000000,  r = 25,    s = 5,    L = 30,    k = 30
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.074
+p-value of test                       :    0.86
+
+Kolmogorov-Smirnov- statistic = D-    :    0.27
+p-value of test                       :    0.20
+
+Anderson-Darling statistic = A2       :    0.97
+p-value of test                       :    0.37
+
+Test on the sum of all N observations
+Number of degrees of freedom          :   40
+Chi-square statistic                  :   48.43
+p-value of test                       :    0.17
+
+-----------------------------------------------
+CPU time used                    :  00:01:26.12
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N =  1,  n = 5000,  r =  0,    s = 4,    L = 1000,    k = 1000
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    3
+Chi-square statistic                  :    4.78
+p-value of test                       :    0.19
+
+-----------------------------------------------
+CPU time used                    :  00:02:24.13
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N =  1,  n = 5000,  r = 26,    s = 4,    L = 1000,    k = 1000
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    3
+Chi-square statistic                  :    5.94
+p-value of test                       :    0.11
+
+-----------------------------------------------
+CPU time used                    :  00:02:28.70
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N =  1,  n = 80,  r = 15,    s = 15,    L = 5000,    k = 5000
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    2
+Chi-square statistic                  :   0.080
+p-value of test                       :    0.96
+
+-----------------------------------------------
+CPU time used                    :  00:01:33.13
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N =  1,  n = 80,  r =  0,    s = 30,    L = 5000,    k = 5000
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    2
+Chi-square statistic                  :   0.075
+p-value of test                       :    0.96
+
+-----------------------------------------------
+CPU time used                    :  00:01:28.35
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_Savir2 test:
+-----------------------------------------------
+   N = 10,  n = 10000000,  r = 10,    m = 1048576,    t = 30
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.17
+p-value of test                       :    0.50
+
+Kolmogorov-Smirnov- statistic = D-    :    0.24
+p-value of test                       :    0.28
+
+Anderson-Darling statistic = A2       :    0.83
+p-value of test                       :    0.45
+
+Test on the sum of all N observations
+Number of degrees of freedom          :  130
+Chi-square statistic                  :  136.23
+p-value of test                       :    0.34
+
+-----------------------------------------------
+CPU time used                    :  00:01:01.07
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_GCD test:
+-----------------------------------------------
+   N = 10,  n = 50000000,  r =  0,   s = 30
+
+
+-----------------------------------------------
+Test results for GCD values:
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.13
+p-value of test                       :    0.68
+
+Kolmogorov-Smirnov- statistic = D-    :    0.23
+p-value of test                       :    0.31
+
+Anderson-Darling statistic = A2       :    0.48
+p-value of test                       :    0.76
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 17430
+Chi-square statistic                  :17501.38
+p-value of test                       :    0.35
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:53.76
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r =  0,   s = 5,   L0 =   50,   L1 =   50
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :   36
+ChiSquare statistic                   :   34.12
+p-value of test                       :    0.56
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :   35
+ChiSquare statistic                   :   31.79
+p-value of test                       :    0.62
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          :   25
+ChiSquare statistic                   :   21.72
+p-value of test                       :    0.65
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :   24
+ChiSquare statistic                   :   41.05
+p-value of test                       :    0.02
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :   17
+ChiSquare statistic                   :   12.10
+p-value of test                       :    0.79
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:51.37
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r = 25,   s = 5,   L0 =   50,   L1 =   50
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :   36
+ChiSquare statistic                   :   22.04
+p-value of test                       :    0.97
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :   35
+ChiSquare statistic                   :   32.16
+p-value of test                       :    0.61
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          :   25
+ChiSquare statistic                   :   50.56
+p-value of test                       :  1.8e-3
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :   24
+ChiSquare statistic                   :   18.27
+p-value of test                       :    0.79
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :   17
+ChiSquare statistic                   :   12.78
+p-value of test                       :    0.75
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:47.31
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 10000000,  r =  0,   s = 10,   L0 = 1000,   L1 = 1000
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :  146
+ChiSquare statistic                   :  152.02
+p-value of test                       :    0.35
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :  146
+ChiSquare statistic                   :  181.97
+p-value of test                       :    0.02
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          :  500
+ChiSquare statistic                   :  519.63
+p-value of test                       :    0.26
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :  136
+ChiSquare statistic                   :  141.81
+p-value of test                       :    0.35
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :   74
+ChiSquare statistic                   :   74.80
+p-value of test                       :    0.45
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:56.07
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 10000000,  r = 20,   s = 10,   L0 = 1000,   L1 = 1000
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :  146
+ChiSquare statistic                   :  144.39
+p-value of test                       :    0.52
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :  146
+ChiSquare statistic                   :  197.55
+p-value of test                       :  2.9e-3
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          :  500
+ChiSquare statistic                   :  465.25
+p-value of test                       :    0.87
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :  136
+ChiSquare statistic                   :  122.60
+p-value of test                       :    0.79
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :   74
+ChiSquare statistic                   :   81.43
+p-value of test                       :    0.26
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:56.07
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 1000000,  r =  0,   s = 15,   L0 = 10000,   L1 = 10000
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :  384
+ChiSquare statistic                   :  414.20
+p-value of test                       :    0.14
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :  384
+ChiSquare statistic                   :  398.71
+p-value of test                       :    0.29
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          : 5000
+ChiSquare statistic                   : 5003.61
+p-value of test                       :    0.48
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :  378
+ChiSquare statistic                   :  359.15
+p-value of test                       :    0.75
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :  200
+ChiSquare statistic                   :  201.46
+p-value of test                       :    0.46
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:47.15
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 1000000,  r = 15,   s = 15,   L0 = 10000,   L1 = 10000
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :  384
+ChiSquare statistic                   :  391.92
+p-value of test                       :    0.38
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :  384
+ChiSquare statistic                   :  359.57
+p-value of test                       :    0.81
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          : 5000
+ChiSquare statistic                   : 4967.25
+p-value of test                       :    0.63
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :  378
+ChiSquare statistic                   :  387.09
+p-value of test                       :    0.36
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :  200
+ChiSquare statistic                   :  182.59
+p-value of test                       :    0.81
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:49.35
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+scomp_LinearComp test:
+-----------------------------------------------
+   N =  1,  n = 400020,  r =  0,    s = 1
+
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   12
+Chi2 statistic for size of jumps      :   10.33
+p-value of test                       :    0.59
+
+
+-----------------------------------------------
+Normal statistic for number of jumps  : -347.96
+p-value of test                       : 1 - eps1    *****
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:19.39
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+scomp_LinearComp test:
+-----------------------------------------------
+   N =  1,  n = 400020,  r = 29,    s = 1
+
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   12
+Chi2 statistic for size of jumps      :   16.35
+p-value of test                       :    0.18
+
+
+-----------------------------------------------
+Normal statistic for number of jumps  : -347.82
+p-value of test                       : 1 - eps1    *****
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:19.53
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+scomp_LempelZiv test:
+-----------------------------------------------
+   N = 10,  n = 134217728,  r =  0,   s =   30,   k =   27
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.15
+p-value of test                       :    0.59
+
+Kolmogorov-Smirnov- statistic = D-    :    0.28
+p-value of test                       :    0.18
+
+Anderson-Darling statistic = A2       :    0.84
+p-value of test                       :    0.45
+
+Tests on the sum of all N observations
+Standardized normal statistic         :    0.59
+p-value of test                       :    0.28
+
+Sample variance                       :    0.40
+p-value of test                       :    0.94
+
+-----------------------------------------------
+CPU time used                    :  00:00:56.80
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+scomp_LempelZiv test:
+-----------------------------------------------
+   N = 10,  n = 134217728,  r = 15,   s =   15,   k =   27
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.21
+p-value of test                       :    0.36
+
+Kolmogorov-Smirnov- statistic = D-    :    0.25
+p-value of test                       :    0.25
+
+Anderson-Darling statistic = A2       :    0.97
+p-value of test                       :    0.37
+
+Tests on the sum of all N observations
+Standardized normal statistic         :   -0.11
+p-value of test                       :    0.55
+
+Sample variance                       :    1.67
+p-value of test                       :    0.09
+
+-----------------------------------------------
+CPU time used                    :  00:00:57.68
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sspectral_Fourier3 test:
+-----------------------------------------------
+   N = 100000,  n = 16384,  r =  0,   s =    3,   k =   14
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.017
+p-value of test                       :    0.09
+
+Kolmogorov-Smirnov- statistic = D-    : 5.19e-3
+p-value of test                       :    0.80
+
+Anderson-Darling statistic = A2       :    1.08
+p-value of test                       :    0.32
+
+-----------------------------------------------
+CPU time used                    :  00:00:48.67
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sspectral_Fourier3 test:
+-----------------------------------------------
+   N = 100000,  n = 16384,  r = 27,   s =    3,   k =   14
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.012
+p-value of test                       :    0.31
+
+Kolmogorov-Smirnov- statistic = D-    : 6.56e-3
+p-value of test                       :    0.70
+
+Anderson-Darling statistic = A2       :    0.83
+p-value of test                       :    0.46
+
+-----------------------------------------------
+CPU time used                    :  00:00:46.62
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_LongestHeadRun test:
+-----------------------------------------------
+   N =  1,  n = 1000,  r =  0,   s = 3,   L = 10000020
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    8
+Chi-square statistic                  :   12.38
+p-value of test                       :    0.13
+
+-----------------------------------------------
+Global longest run of 1               :   33.00
+p-value of test                       :    0.44
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:40.09
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_LongestHeadRun test:
+-----------------------------------------------
+   N =  1,  n = 1000,  r = 27,   s = 3,   L = 10000020
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    8
+Chi-square statistic                  :    7.16
+p-value of test                       :    0.52
+
+-----------------------------------------------
+Global longest run of 1               :   32.00
+p-value of test                       :    0.50
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:42.55
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_PeriodsInStrings test:
+-----------------------------------------------
+   N = 10,  n = 500000000,  r =  0,   s =   10
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.076
+p-value of test                       :    0.85
+
+Kolmogorov-Smirnov- statistic = D-    :    0.22
+p-value of test                       :    0.35
+
+Anderson-Darling statistic = A2       :    0.74
+p-value of test                       :    0.52
+
+Test on the sum of all N observations
+Number of degrees of freedom          :  200
+Chi-square statistic                  :  216.65
+p-value of test                       :    0.20
+
+-----------------------------------------------
+CPU time used                    :  00:02:43.70
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_PeriodsInStrings test:
+-----------------------------------------------
+   N = 10,  n = 500000000,  r = 20,   s =   10
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.32
+p-value of test                       :    0.10
+
+Kolmogorov-Smirnov- statistic = D-    :    0.18
+p-value of test                       :    0.46
+
+Anderson-Darling statistic = A2       :    1.20
+p-value of test                       :    0.27
+
+Test on the sum of all N observations
+Number of degrees of freedom          :  200
+Chi-square statistic                  :  182.18
+p-value of test                       :    0.81
+
+-----------------------------------------------
+CPU time used                    :  00:02:41.65
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingWeight2 test:
+-----------------------------------------------
+   N = 10,  n = 1000000000,  r =  0,   s = 3,   L = 1000000
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.070
+p-value of test                       :    0.87
+
+Kolmogorov-Smirnov- statistic = D-    :    0.18
+p-value of test                       :    0.47
+
+Anderson-Darling statistic = A2       :    0.36
+p-value of test                       :    0.88
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 10000
+Chi-square statistic                  :10083.83
+p-value of test                       :    0.28
+
+-----------------------------------------------
+CPU time used                    :  00:01:07.06
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingWeight2 test:
+-----------------------------------------------
+   N = 10,  n = 1000000000,  r = 27,   s = 3,   L = 1000000
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.049
+p-value of test                       :    0.92
+
+Kolmogorov-Smirnov- statistic = D-    :    0.45
+p-value of test                       :    0.01
+
+Anderson-Darling statistic = A2       :    2.54
+p-value of test                       :    0.05
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 10000
+Chi-square statistic                  :10246.08
+p-value of test                       :    0.04
+
+-----------------------------------------------
+CPU time used                    :  00:01:08.55
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingCorr test:
+-----------------------------------------------
+   N =  1,  n = 1000000000,  r = 10,   s = 10,   L = 30
+
+
+
+-----------------------------------------------
+Normal statistic                      :    0.17
+p-value of test                       :    0.43
+
+-----------------------------------------------
+CPU time used                    :  00:01:18.86
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingCorr test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r = 10,   s = 10,   L = 300
+
+
+
+-----------------------------------------------
+Normal statistic                      :    0.18
+p-value of test                       :    0.43
+
+-----------------------------------------------
+CPU time used                    :  00:01:15.50
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingCorr test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r = 10,   s = 10,   L = 1200
+
+
+
+-----------------------------------------------
+Normal statistic                      :   -0.11
+p-value of test                       :    0.55
+
+-----------------------------------------------
+CPU time used                    :  00:05:04.28
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N = 10,  n = 30000000,  r =  0,   s = 3,   L = 30,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.14
+p-value of test                       :    0.62
+
+Kolmogorov-Smirnov- statistic = D-    :    0.24
+p-value of test                       :    0.27
+
+Anderson-Darling statistic = A2       :    0.46
+p-value of test                       :    0.78
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 4890
+Chi-square statistic                  : 4902.35
+p-value of test                       :    0.45
+
+-----------------------------------------------
+CPU time used                    :  00:02:05.52
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N = 10,  n = 30000000,  r = 27,   s = 3,   L = 30,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.41
+p-value of test                       :    0.02
+
+Kolmogorov-Smirnov- statistic = D-    :   0.029
+p-value of test                       :    0.96
+
+Anderson-Darling statistic = A2       :    1.99
+p-value of test                       :    0.09
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 4890
+Chi-square statistic                  : 4717.73
+p-value of test                       :    0.96
+
+-----------------------------------------------
+CPU time used                    :  00:02:11.69
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N =  1,  n = 30000000,  r =  0,   s = 4,   L = 300,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+Number of degrees of freedom          : 4117
+Chi-square statistic                  : 4014.73
+p-value of test                       :    0.87
+
+-----------------------------------------------
+CPU time used                    :  00:01:33.31
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N =  1,  n = 30000000,  r = 26,   s = 4,   L = 300,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+Number of degrees of freedom          : 4117
+Chi-square statistic                  : 4036.77
+p-value of test                       :    0.81
+
+-----------------------------------------------
+CPU time used                    :  00:01:38.75
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N =  1,  n = 10000000,  r =  0,   s = 5,   L = 1200,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+Number of degrees of freedom          : 11825
+Chi-square statistic                  :11743.66
+p-value of test                       :    0.70
+
+-----------------------------------------------
+CPU time used                    :  00:01:46.98
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N =  1,  n = 10000000,  r = 25,   s = 5,   L = 1200,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+Number of degrees of freedom          : 11825
+Chi-square statistic                  :11528.01
+p-value of test                       :    0.97
+
+-----------------------------------------------
+CPU time used                    :  00:01:50.84
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_Run test:
+-----------------------------------------------
+   N =  1,  n = 2000000000,  r =  0,   s =    3
+
+
+-----------------------------------------------
+Total number of 1 runs:  2000000001
+
+Number of degrees of freedom          :   54
+Chi2 statistic for number of runs     :   54.99
+p-value of test                       :    0.44
+
+
+-----------------------------------------------
+Total number of bits:  8000006256
+
+Normal statistic for number of bits   :   0.049
+p-value of test                       :    0.48
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:21.82
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_Run test:
+-----------------------------------------------
+   N =  1,  n = 2000000000,  r = 27,   s =    3
+
+
+-----------------------------------------------
+Total number of 1 runs:  2000000000
+
+Number of degrees of freedom          :   54
+Chi2 statistic for number of runs     :   56.92
+p-value of test                       :    0.37
+
+
+-----------------------------------------------
+Total number of bits:  7999841760
+
+Normal statistic for number of bits   :   -1.25
+p-value of test                       :    0.89
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:24.70
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_AutoCor test:
+-----------------------------------------------
+   N = 10,  n = 1000000030,  r =  0,   s = 3,   d = 1
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.22
+p-value of test                       :    0.33
+
+Kolmogorov-Smirnov- statistic = D-    :    0.29
+p-value of test                       :    0.15
+
+Anderson-Darling statistic = A2       :    1.02
+p-value of test                       :    0.34
+
+Tests on the sum of all N observations
+Standardized normal statistic         :   -0.12
+p-value of test                       :    0.55
+
+Sample variance                       :    0.24
+p-value of test                       :    0.99
+
+-----------------------------------------------
+CPU time used                    :  00:02:41.81
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_AutoCor test:
+-----------------------------------------------
+   N = 10,  n = 1000000029,  r =  0,   s = 3,   d = 3
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.24
+p-value of test                       :    0.27
+
+Kolmogorov-Smirnov- statistic = D-    :    0.24
+p-value of test                       :    0.28
+
+Anderson-Darling statistic = A2       :    1.02
+p-value of test                       :    0.34
+
+Tests on the sum of all N observations
+Standardized normal statistic         :   -0.12
+p-value of test                       :    0.55
+
+Sample variance                       :    1.45
+p-value of test                       :    0.16
+
+-----------------------------------------------
+CPU time used                    :  00:02:21.64
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_AutoCor test:
+-----------------------------------------------
+   N = 10,  n = 1000000030,  r = 27,   s = 3,   d = 1
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.19
+p-value of test                       :    0.42
+
+Kolmogorov-Smirnov- statistic = D-    :    0.37
+p-value of test                       :    0.05
+
+Anderson-Darling statistic = A2       :    1.97
+p-value of test                       :    0.10
+
+Tests on the sum of all N observations
+Standardized normal statistic         :    1.00
+p-value of test                       :    0.16
+
+Sample variance                       :    1.87
+p-value of test                       :    0.05
+
+-----------------------------------------------
+CPU time used                    :  00:02:42.40
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_AutoCor test:
+-----------------------------------------------
+   N = 10,  n = 1000000029,  r = 27,   s = 3,   d = 3
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.096
+p-value of test                       :    0.78
+
+Kolmogorov-Smirnov- statistic = D-    :    0.25
+p-value of test                       :    0.23
+
+Anderson-Darling statistic = A2       :    0.81
+p-value of test                       :    0.47
+
+Tests on the sum of all N observations
+Standardized normal statistic         :    0.83
+p-value of test                       :    0.20
+
+Sample variance                       :    0.79
+p-value of test                       :    0.63
+
+-----------------------------------------------
+CPU time used                    :  00:02:22.73
+
+Generator state:
+N/A
+
+
+
+
+========= Summary results of BigCrush =========
+
+ Version:          TestU01 1.2.3
+ Generator:        stdin
+ Number of statistics:  160
+ Total CPU time:   04:27:26.19
+ The following tests gave p-values outside [0.001, 0.9990]:
+ (eps  means a value < 1.0e-300):
+ (eps1 means a value < 1.0e-15):
+
+       Test                          p-value
+ ----------------------------------------------
+ 80  LinearComp, r = 0              1 - eps1
+ 81  LinearComp, r = 29             1 - eps1
+ ----------------------------------------------
+ All other tests were passed
+
+
+
+# 
+# Test duration: 1409.7938617277 minutes
+# 
diff --git a/src/site/resources/txt/userguide/rng/stress/tu/run_2/tu_8 b/src/site/resources/txt/userguide/rng/stress/tu/run_2/tu_8
new file mode 100644
index 000000000..6b3e08486
--- /dev/null
+++ b/src/site/resources/txt/userguide/rng/stress/tu/run_2/tu_8
@@ -0,0 +1,3803 @@
+# 
+# RNG: org.apache.commons.math4.rng.internal.source32.Well44497b
+# 
+# Java: 1.8.0_66
+# Runtime: 1.8.0_66-b17
+# JVM: Java HotSpot(TM) 64-Bit Server VM 25.66-b17
+# OS: Linux 3.16.0-4-amd64 amd64
+# 
+# Analyzer: ../stdin2testu01 BigCrush 
+# 
+xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
+                 Starting BigCrush
+                 Version: TestU01 1.2.3
+xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
+
+
+***********************************************************
+Test smarsa_SerialOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N =  1,  n = 1000000000,  r =  0,   d =  256,   t =  3,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =           16777216
+       Expected number per cell =   59.604645
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =   0.0083558402,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          : 16711680
+Value of the statistic                : 1.67e+7
+p-value of test                       :    0.92
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:14.61
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_SerialOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N =  1,  n = 1000000000,  r = 22,   d =  256,   t =  3,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =           16777216
+       Expected number per cell =   59.604645
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =   0.0083558402,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          : 16711680
+Value of the statistic                : 1.67e+7
+p-value of test                       :    0.80
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:23.50
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  0,   d = 2097152,   t =  2,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1372
+p-value of test                       :    0.42
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334492
+  j =  1                              :        599997256
+  j =  2                              :             1372
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:05:34.52
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  9,   d = 2097152,   t =  2,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1414
+p-value of test                       :    0.09
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334534
+  j =  1                              :        599997172
+  j =  2                              :             1414
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:05:20.98
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  0,   d = 16384,   t =  3,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1388
+p-value of test                       :    0.26
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334508
+  j =  1                              :        599997224
+  j =  2                              :             1388
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:07:21.09
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r = 16,   d = 16384,   t =  3,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1364
+p-value of test                       :    0.50
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334484
+  j =  1                              :        599997272
+  j =  2                              :             1364
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:06:22.81
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  0,   d =   64,   t =  7,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1396
+p-value of test                       :    0.20
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334516
+  j =  1                              :        599997208
+  j =  2                              :             1396
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:07:26.09
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r = 24,   d =   64,   t =  7,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1381
+p-value of test                       :    0.33
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334501
+  j =  1                              :        599997238
+  j =  2                              :             1381
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:08:34.63
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  0,   d =    8,   t = 14,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1427
+p-value of test                       :    0.05
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334547
+  j =  1                              :        599997146
+  j =  2                              :             1427
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:06:31.03
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r = 27,   d =    8,   t = 14,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1432
+p-value of test                       :    0.04
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334552
+  j =  1                              :        599997136
+  j =  2                              :             1432
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:07:08.32
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  0,   d =    4,   t = 21,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1337
+p-value of test                       :    0.76
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334457
+  j =  1                              :        599997326
+  j =  2                              :             1337
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:07:51.84
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r = 28,   d =    4,   t = 21,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1417
+p-value of test                       :    0.08
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334537
+  j =  1                              :        599997166
+  j =  2                              :             1417
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:06:31.14
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 100,  n = 10000000,  r =  0,    d = 2147483648,    t = 2,    p = 1
+
+
+      Number of cells = d^t = 4611686018427387904
+      Lambda = Poisson mean =      54.2101
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    5421.01
+Total observed number                 :    5552
+p-value of test                       :    0.04
+
+
+-----------------------------------------------
+CPU time used                    :  00:05:18.93
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 20000000,  r =  0,    d = 2097152,    t = 3,    p = 1
+
+
+      Number of cells = d^t = 9223372036854775808
+      Lambda = Poisson mean =     216.8404
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    4336.81
+Total observed number                 :    4328
+p-value of test                       :    0.55
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:20.22
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 30000000,  r = 14,    d = 65536,    t = 4,    p = 1
+
+
+      Number of cells = d^t = 18446744073709551616
+      Lambda = Poisson mean =     365.9182
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    7318.36
+Total observed number                 :    7099
+p-value of test                       :    0.9949
+
+
+-----------------------------------------------
+CPU time used                    :  00:03:57.52
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 20000000,  r =  0,    d = 512,    t = 7,    p = 1
+
+
+      Number of cells = d^t = 9223372036854775808
+      Lambda = Poisson mean =     216.8404
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    4336.81
+Total observed number                 :    4470
+p-value of test                       :    0.02
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:53.82
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 20000000,  r =  7,    d = 512,    t = 7,    p = 1
+
+
+      Number of cells = d^t = 9223372036854775808
+      Lambda = Poisson mean =     216.8404
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    4336.81
+Total observed number                 :    4366
+p-value of test                       :    0.33
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:55.26
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 30000000,  r = 14,    d = 256,    t = 8,    p = 1
+
+
+      Number of cells = d^t = 18446744073709551616
+      Lambda = Poisson mean =     365.9182
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    7318.36
+Total observed number                 :    7214
+p-value of test                       :    0.89
+
+
+-----------------------------------------------
+CPU time used                    :  00:04:03.68
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 30000000,  r = 22,    d = 256,    t = 8,    p = 1
+
+
+      Number of cells = d^t = 18446744073709551616
+      Lambda = Poisson mean =     365.9182
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    7318.36
+Total observed number                 :    7235
+p-value of test                       :    0.83
+
+
+-----------------------------------------------
+CPU time used                    :  00:03:51.19
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 30000000,  r =  0,    d = 16,    t = 16,    p = 1
+
+
+      Number of cells = d^t = 18446744073709551616
+      Lambda = Poisson mean =     365.9182
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    7318.36
+Total observed number                 :    7238
+p-value of test                       :    0.82
+
+
+-----------------------------------------------
+CPU time used                    :  00:04:59.56
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 30000000,  r = 26,    d = 16,    t = 16,    p = 1
+
+
+      Number of cells = d^t = 18446744073709551616
+      Lambda = Poisson mean =     365.9182
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    7318.36
+Total observed number                 :    7369
+p-value of test                       :    0.28
+
+
+-----------------------------------------------
+CPU time used                    :  00:05:17.02
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+snpair_ClosePairs test:
+-----------------------------------------------
+   N = 30,  n = 6000000,  r =  0,  t = 3,  p = 0,  m = 30,  Torus =  TRUE
+
+
+---------------------------------------
+Test based on the 2 nearest points (NP):
+
+Stat. AD on the N values (NP)         :    1.79
+p-value of test                       :    0.12
+
+
+A2 test based on the spacings between the
+   successive jump times of process Y_n(t):
+
+A2 test on the values of A2 (m-NP)    :    1.13
+p-value of test                       :    0.29
+
+Test on the Nm values of W_{n,i}(mNP1):    0.72
+p-value of test                       :    0.54
+
+Test on the jump times of Y
+   (superposition of Yn):
+
+Expected number of jumps of Y = mN    :     900
+Number of jumps of Y                  :     896
+p-value of test                       :    0.54
+
+Stat. AD (mNP2)                       :    0.67
+p-value of test                       :    0.58
+
+Stat. AD after spacings (mNP2-S)      :    1.48
+p-value of test                       :    0.18
+
+-----------------------------------------------
+CPU time used                    :  00:03:17.40
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+snpair_ClosePairs test:
+-----------------------------------------------
+   N = 20,  n = 4000000,  r =  0,  t = 5,  p = 0,  m = 30,  Torus =  TRUE
+
+
+---------------------------------------
+Test based on the 2 nearest points (NP):
+
+Stat. AD on the N values (NP)         :    0.57
+p-value of test                       :    0.68
+
+
+A2 test based on the spacings between the
+   successive jump times of process Y_n(t):
+
+A2 test on the values of A2 (m-NP)    :    1.72
+p-value of test                       :    0.13
+
+Test on the Nm values of W_{n,i}(mNP1):    0.86
+p-value of test                       :    0.44
+
+Test on the jump times of Y
+   (superposition of Yn):
+
+Expected number of jumps of Y = mN    :     600
+Number of jumps of Y                  :     574
+p-value of test                       :    0.85
+
+Stat. AD (mNP2)                       :    0.23
+p-value of test                       :    0.98
+
+Stat. AD after spacings (mNP2-S)      :    0.67
+p-value of test                       :    0.58
+
+-----------------------------------------------
+CPU time used                    :  00:02:07.80
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+snpair_ClosePairs test:
+-----------------------------------------------
+   N = 10,  n = 3000000,  r =  0,  t = 9,  p = 0,  m = 30,  Torus =  TRUE
+
+
+---------------------------------------
+Test based on the 2 nearest points (NP):
+
+Stat. AD on the N values (NP)         :    1.51
+p-value of test                       :    0.18
+
+
+A2 test based on the spacings between the
+   successive jump times of process Y_n(t):
+
+A2 test on the values of A2 (m-NP)    :    1.76
+p-value of test                       :    0.13
+
+Test on the Nm values of W_{n,i}(mNP1):    0.68
+p-value of test                       :    0.57
+
+Test on the jump times of Y
+   (superposition of Yn):
+
+Expected number of jumps of Y = mN    :     300
+Number of jumps of Y                  :     289
+p-value of test                       :    0.73
+
+Stat. AD (mNP2)                       :    2.22
+p-value of test                       :    0.07
+
+Stat. AD after spacings (mNP2-S)      :    0.58
+p-value of test                       :    0.66
+
+-----------------------------------------------
+CPU time used                    :  00:03:06.72
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+snpair_ClosePairs test:
+-----------------------------------------------
+   N =  5,  n = 2000000,  r =  0,  t = 16,  p = 0,  m = 30,  Torus =  TRUE
+
+
+---------------------------------------
+Test based on the 2 nearest points (NP):
+
+Stat. AD on the N values (NP)         :    1.30
+p-value of test                       :    0.23
+
+
+A2 test based on the spacings between the
+   successive jump times of process Y_n(t):
+
+A2 test on the values of A2 (m-NP)    :    0.89
+p-value of test                       :    0.41
+
+Test on the Nm values of W_{n,i}(mNP1):    2.42
+p-value of test                       :    0.05
+
+Test on the jump times of Y
+   (superposition of Yn):
+
+Expected number of jumps of Y = mN    :     150
+Number of jumps of Y                  :     159
+p-value of test                       :    0.24
+
+Stat. AD (mNP2)                       :    0.73
+p-value of test                       :    0.53
+
+Stat. AD after spacings (mNP2-S)      :    2.54
+p-value of test                       :    0.05
+
+-----------------------------------------------
+CPU time used                    :  00:03:20.40
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_SimpPoker test:
+-----------------------------------------------
+   N =  1,  n = 400000000,  r =  0,   d =    8,   k =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    7
+Chi-square statistic                  :    4.24
+p-value of test                       :    0.75
+
+-----------------------------------------------
+CPU time used                    :  00:01:14.57
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_SimpPoker test:
+-----------------------------------------------
+   N =  1,  n = 400000000,  r = 27,   d =    8,   k =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    7
+Chi-square statistic                  :    5.14
+p-value of test                       :    0.64
+
+-----------------------------------------------
+CPU time used                    :  00:01:25.84
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_SimpPoker test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r =  0,   d =   32,   k =   32
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   18
+Chi-square statistic                  :   17.77
+p-value of test                       :    0.47
+
+-----------------------------------------------
+CPU time used                    :  00:01:13.88
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_SimpPoker test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r = 25,   d =   32,   k =   32
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   18
+Chi-square statistic                  :   20.80
+p-value of test                       :    0.29
+
+-----------------------------------------------
+CPU time used                    :  00:01:26.76
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_CouponCollector test:
+-----------------------------------------------
+   N =  1,  n = 200000000,  r =  0,   d =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   54
+Chi-square statistic                  :   74.97
+p-value of test                       :    0.03
+
+-----------------------------------------------
+CPU time used                    :  00:01:36.07
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_CouponCollector test:
+-----------------------------------------------
+   N =  1,  n = 200000000,  r = 10,   d =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   54
+Chi-square statistic                  :   57.74
+p-value of test                       :    0.34
+
+-----------------------------------------------
+CPU time used                    :  00:01:49.93
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_CouponCollector test:
+-----------------------------------------------
+   N =  1,  n = 200000000,  r = 20,   d =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   54
+Chi-square statistic                  :   49.70
+p-value of test                       :    0.64
+
+-----------------------------------------------
+CPU time used                    :  00:01:49.32
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_CouponCollector test:
+-----------------------------------------------
+   N =  1,  n = 200000000,  r = 27,   d =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   54
+Chi-square statistic                  :   51.54
+p-value of test                       :    0.57
+
+-----------------------------------------------
+CPU time used                    :  00:01:48.60
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Gap test:
+-----------------------------------------------
+   N =  1,  n = 500000000,  r =  0,   Alpha =        0,   Beta  =   0.0625
+
+
+-----------------------------------------------
+Number of degrees of freedom          :  232
+Chi-square statistic                  :  262.47
+p-value of test                       :    0.08
+
+-----------------------------------------------
+CPU time used                    :  00:01:58.73
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Gap test:
+-----------------------------------------------
+   N =  1,  n = 300000000,  r = 25,   Alpha =        0,   Beta  =  0.03125
+
+
+-----------------------------------------------
+Number of degrees of freedom          :  434
+Chi-square statistic                  :  517.57
+p-value of test                       :  3.5e-3
+
+-----------------------------------------------
+CPU time used                    :  00:02:49.86
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Gap test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r =  0,   Alpha =        0,   Beta  = 0.0078125
+
+
+-----------------------------------------------
+Number of degrees of freedom          : 1437
+Chi-square statistic                  : 1448.34
+p-value of test                       :    0.41
+
+-----------------------------------------------
+CPU time used                    :  00:02:56.95
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Gap test:
+-----------------------------------------------
+   N =  1,  n = 10000000,  r = 20,   Alpha =        0,   Beta  = 0.000976562
+
+
+-----------------------------------------------
+Number of degrees of freedom          : 7046
+Chi-square statistic                  : 7050.85
+p-value of test                       :    0.48
+
+-----------------------------------------------
+CPU time used                    :  00:02:54.48
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Run test:
+-----------------------------------------------
+   N =  5,  n = 1000000000,  r =  0,   Up = FALSE
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.26
+p-value of test                       :    0.43
+
+Kolmogorov-Smirnov- statistic = D-    :    0.19
+p-value of test                       :    0.61
+
+Anderson-Darling statistic = A2       :    0.46
+p-value of test                       :    0.78
+
+Test on the sum of all N observations
+Number of degrees of freedom          :   30
+Chi-square statistic                  :   25.40
+p-value of test                       :    0.71
+
+-----------------------------------------------
+CPU time used                    :  00:01:41.79
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Run test:
+-----------------------------------------------
+   N = 10,  n = 1000000000,  r = 15,   Up =  TRUE
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.16
+p-value of test                       :    0.54
+
+Kolmogorov-Smirnov- statistic = D-    :    0.24
+p-value of test                       :    0.28
+
+Anderson-Darling statistic = A2       :    0.62
+p-value of test                       :    0.63
+
+Test on the sum of all N observations
+Number of degrees of freedom          :   60
+Chi-square statistic                  :   57.96
+p-value of test                       :    0.55
+
+-----------------------------------------------
+CPU time used                    :  00:03:57.82
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_Permutation calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N =  1,  n = 1000000000,  r =  5,   t =  3,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =                  6
+       Expected number per cell =  1.6666667e+08
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =  2.5000002e-09,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          :    5
+Value of the statistic                :    0.65
+p-value of test                       :    0.99
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:07.70
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_Permutation calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N =  1,  n = 1000000000,  r =  5,   t =  5,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =                120
+       Expected number per cell =   8333333.3
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =  5.9500005e-08,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          :  119
+Value of the statistic                :  117.15
+p-value of test                       :    0.53
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:58.68
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_Permutation calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N =  1,  n = 500000000,  r =  5,   t =  7,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =               5040
+       Expected number per cell =   99206.349
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =  5.0390004e-06,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          : 5039
+Value of the statistic                : 5076.65
+p-value of test                       :    0.35
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:27.68
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_Permutation calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N =  1,  n = 500000000,  r = 10,   t = 10,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =            3628800
+       Expected number per cell =    137.7866
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =   0.0036287993,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          : 3628799
+Value of the statistic                : 3.62e+6
+p-value of test                       :    0.99
+
+
+-----------------------------------------------
+CPU time used                    :  00:03:09.36
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_CollisionPermut calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N = 20,  n = 20000000,  r =  0,   t = 14,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =        87178291200
+       Expected number per cell =  1 /  4358.9146
+       EColl = n^2 / (2k) =   2294.14912
+       Hashing =   TRUE
+
+       Collision test,    Mu =      2293.9736,    Sigma =    47.8841
+
+-----------------------------------------------
+Test Results for Collisions
+
+For the total number of collisions, we use
+      the Poisson approximation:
+Expected number of collisions = N*Mu  :    45879.47
+Observed number of collisions         :    46082
+p-value of test                       :    0.17
+
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :    1743165870082
+  j =  1                              :        399907838
+  j =  2                              :            46078
+  j =  3                              :                2
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:04:23.97
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_CollisionPermut calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N = 20,  n = 20000000,  r = 10,   t = 14,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =        87178291200
+       Expected number per cell =  1 /  4358.9146
+       EColl = n^2 / (2k) =   2294.14912
+       Hashing =   TRUE
+
+       Collision test,    Mu =      2293.9736,    Sigma =    47.8841
+
+-----------------------------------------------
+Test Results for Collisions
+
+For the total number of collisions, we use
+      the Poisson approximation:
+Expected number of collisions = N*Mu  :    45879.47
+Observed number of collisions         :    45984
+p-value of test                       :    0.31
+
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :    1743165869984
+  j =  1                              :        399908035
+  j =  2                              :            45978
+  j =  3                              :                3
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:04:29.04
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_MaxOft test:
+-----------------------------------------------
+   N = 40,  n = 10000000,  r =  0,   d = 100000,   t =  8
+
+      Number of categories = 100000
+      Expected number per category  = 100.00
+
+
+-----------------------------------------------
+Test results for chi2 with 99999 degrees of freedom:
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.11
+p-value of test                       :    0.35
+
+Kolmogorov-Smirnov- statistic = D-    :   0.050
+p-value of test                       :    0.79
+
+Anderson-Darling statistic = A2       :    0.60
+p-value of test                       :    0.65
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 3999960
+Chi-square statistic                  : 4.00e+6
+p-value of test                       :    0.80
+
+
+-----------------------------------------------
+Test results for Anderson-Darling:
+
+Kolmogorov-Smirnov+ statistic = D+    : 5.64e-3
+p-value of test                       :    0.9930
+
+Kolmogorov-Smirnov- statistic = D-    :    0.18
+p-value of test                       :    0.06
+
+Anderson-Darling statistic = A2       :    2.26
+p-value of test                       :    0.07
+
+
+-----------------------------------------------
+CPU time used                    :  00:03:11.97
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_MaxOft test:
+-----------------------------------------------
+   N = 30,  n = 10000000,  r =  0,   d = 100000,   t = 16
+
+      Number of categories = 100000
+      Expected number per category  = 100.00
+
+
+-----------------------------------------------
+Test results for chi2 with 99999 degrees of freedom:
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.063
+p-value of test                       :    0.75
+
+Kolmogorov-Smirnov- statistic = D-    :    0.22
+p-value of test                       :    0.05
+
+Anderson-Darling statistic = A2       :    1.73
+p-value of test                       :    0.13
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 2999970
+Chi-square statistic                  : 3.00e+6
+p-value of test                       :    0.07
+
+
+-----------------------------------------------
+Test results for Anderson-Darling:
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.14
+p-value of test                       :    0.28
+
+Kolmogorov-Smirnov- statistic = D-    :    0.11
+p-value of test                       :    0.44
+
+Anderson-Darling statistic = A2       :    0.71
+p-value of test                       :    0.55
+
+
+-----------------------------------------------
+CPU time used                    :  00:03:02.57
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_MaxOft test:
+-----------------------------------------------
+   N = 20,  n = 10000000,  r =  0,   d = 100000,   t = 24
+
+      Number of categories = 100000
+      Expected number per category  = 100.00
+
+
+-----------------------------------------------
+Test results for chi2 with 99999 degrees of freedom:
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.076
+p-value of test                       :    0.76
+
+Kolmogorov-Smirnov- statistic = D-    :    0.13
+p-value of test                       :    0.49
+
+Anderson-Darling statistic = A2       :    0.53
+p-value of test                       :    0.72
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 1999980
+Chi-square statistic                  : 2.00e+6
+p-value of test                       :    0.24
+
+
+-----------------------------------------------
+Test results for Anderson-Darling:
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.13
+p-value of test                       :    0.47
+
+Kolmogorov-Smirnov- statistic = D-    :    0.14
+p-value of test                       :    0.43
+
+Anderson-Darling statistic = A2       :    0.37
+p-value of test                       :    0.87
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:26.94
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_MaxOft test:
+-----------------------------------------------
+   N = 20,  n = 10000000,  r =  0,   d = 100000,   t = 32
+
+      Number of categories = 100000
+      Expected number per category  = 100.00
+
+
+-----------------------------------------------
+Test results for chi2 with 99999 degrees of freedom:
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.24
+p-value of test                       :    0.09
+
+Kolmogorov-Smirnov- statistic = D-    :   0.017
+p-value of test                       :    0.98
+
+Anderson-Darling statistic = A2       :    2.03
+p-value of test                       :    0.09
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 1999980
+Chi-square statistic                  : 2.00e+6
+p-value of test                       :    0.97
+
+
+-----------------------------------------------
+Test results for Anderson-Darling:
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.18
+p-value of test                       :    0.26
+
+Kolmogorov-Smirnov- statistic = D-    :   0.095
+p-value of test                       :    0.65
+
+Anderson-Darling statistic = A2       :    0.66
+p-value of test                       :    0.59
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:42.57
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleProd test:
+-----------------------------------------------
+   N = 40,  n = 10000000,  r =  0,   t = 8
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.11
+p-value of test                       :    0.36
+
+Kolmogorov-Smirnov- statistic = D-    :   0.098
+p-value of test                       :    0.44
+
+Anderson-Darling statistic = A2       :    0.73
+p-value of test                       :    0.53
+
+-----------------------------------------------
+CPU time used                    :  00:02:19.54
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleProd test:
+-----------------------------------------------
+   N = 20,  n = 10000000,  r =  0,   t = 16
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.087
+p-value of test                       :    0.70
+
+Kolmogorov-Smirnov- statistic = D-    :   0.074
+p-value of test                       :    0.77
+
+Anderson-Darling statistic = A2       :    0.17
+p-value of test                       :    0.9959
+
+-----------------------------------------------
+CPU time used                    :  00:01:41.75
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleProd test:
+-----------------------------------------------
+   N = 20,  n = 10000000,  r =  0,   t = 24
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.022
+p-value of test                       :    0.97
+
+Kolmogorov-Smirnov- statistic = D-    :    0.20
+p-value of test                       :    0.18
+
+Anderson-Darling statistic = A2       :    1.11
+p-value of test                       :    0.30
+
+-----------------------------------------------
+CPU time used                    :  00:02:12.50
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleMean test:
+-----------------------------------------------
+   N = 20000000,  n = 30,  r =  0
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    : 1.84e-4
+p-value of test                       :    0.26
+
+Kolmogorov-Smirnov- statistic = D-    : 8.03e-5
+p-value of test                       :    0.77
+
+Anderson-Darling statistic = A2       :    0.91
+p-value of test                       :    0.41
+
+-----------------------------------------------
+CPU time used                    :  00:00:31.59
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleMean test:
+-----------------------------------------------
+   N = 20000000,  n = 30,  r = 10
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    : 4.84e-5
+p-value of test                       :    0.91
+
+Kolmogorov-Smirnov- statistic = D-    : 2.22e-4
+p-value of test                       :    0.14
+
+Anderson-Darling statistic = A2       :    0.90
+p-value of test                       :    0.41
+
+-----------------------------------------------
+CPU time used                    :  00:00:34.69
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleCorr test:
+-----------------------------------------------
+   N =  1,  n = 2000000000,  r =  0,   k = 1
+
+
+-----------------------------------------------
+Normal statistic                      :   -0.46
+p-value of test                       :    0.68
+
+-----------------------------------------------
+CPU time used                    :  00:00:30.87
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleCorr test:
+-----------------------------------------------
+   N =  1,  n = 2000000000,  r =  0,   k = 2
+
+
+-----------------------------------------------
+Normal statistic                      :    0.42
+p-value of test                       :    0.34
+
+-----------------------------------------------
+CPU time used                    :  00:00:29.36
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_AppearanceSpacings test:
+-----------------------------------------------
+   N =  1,   Q = 10000000,   K = 1000000000,   r = 0,   s = 3,   L = 15
+
+   Sequences of n = (K + Q)L =  15150000000 bits
+   Q = 10000000 initialization blocks
+   K = 1000000000 blocks for the test
+   the blocks have L = 15 bits
+
+
+
+-----------------------------------------------
+Normal statistic                      :   -0.65
+p-value of test                       :    0.74
+
+-----------------------------------------------
+CPU time used                    :  00:01:56.20
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_AppearanceSpacings test:
+-----------------------------------------------
+   N =  1,   Q = 10000000,   K = 1000000000,   r = 27,   s = 3,   L = 15
+
+   Sequences of n = (K + Q)L =  15150000000 bits
+   Q = 10000000 initialization blocks
+   K = 1000000000 blocks for the test
+   the blocks have L = 15 bits
+
+
+
+-----------------------------------------------
+Normal statistic                      :    0.53
+p-value of test                       :    0.30
+
+-----------------------------------------------
+CPU time used                    :  00:01:59.56
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r =  0,  k = 256,  Alpha =      0,  Beta =   0.25
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   67
+Chi-square statistic                  :   69.78
+p-value of test                       :    0.38
+
+-----------------------------------------------
+CPU time used                    :  00:01:19.44
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r = 20,  k = 256,  Alpha =      0,  Beta =   0.25
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   67
+Chi-square statistic                  :   60.00
+p-value of test                       :    0.72
+
+-----------------------------------------------
+CPU time used                    :  00:01:32.05
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r = 28,  k = 256,  Alpha =      0,  Beta =   0.25
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   67
+Chi-square statistic                  :  100.93
+p-value of test                       :  4.7e-3
+
+-----------------------------------------------
+CPU time used                    :  00:01:32.62
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r =  0,  k = 256,  Alpha =      0,  Beta = 0.0625
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   37
+Chi-square statistic                  :   35.88
+p-value of test                       :    0.52
+
+-----------------------------------------------
+CPU time used                    :  00:01:18.04
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r = 10,  k = 256,  Alpha =      0,  Beta = 0.0625
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   37
+Chi-square statistic                  :   29.55
+p-value of test                       :    0.80
+
+-----------------------------------------------
+CPU time used                    :  00:01:33.03
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r = 26,  k = 256,  Alpha =      0,  Beta = 0.0625
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   37
+Chi-square statistic                  :   24.07
+p-value of test                       :    0.95
+
+-----------------------------------------------
+CPU time used                    :  00:01:30.78
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SumCollector test:
+-----------------------------------------------
+   N =  1,  n = 500000000,  r =  0,   g = 10
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   29
+Chi-square statistic                  :   29.62
+p-value of test                       :    0.43
+
+-----------------------------------------------
+CPU time used                    :  00:02:33.67
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N = 10,  n = 1000000,  r =  0,    s = 5,    L = 30,    k = 30
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.29
+p-value of test                       :    0.16
+
+Kolmogorov-Smirnov- statistic = D-    :   0.073
+p-value of test                       :    0.86
+
+Anderson-Darling statistic = A2       :    1.11
+p-value of test                       :    0.30
+
+Test on the sum of all N observations
+Number of degrees of freedom          :   40
+Chi-square statistic                  :   27.84
+p-value of test                       :    0.93
+
+-----------------------------------------------
+CPU time used                    :  00:01:23.47
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N = 10,  n = 1000000,  r = 25,    s = 5,    L = 30,    k = 30
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.23
+p-value of test                       :    0.31
+
+Kolmogorov-Smirnov- statistic = D-    :   0.076
+p-value of test                       :    0.85
+
+Anderson-Darling statistic = A2       :    0.69
+p-value of test                       :    0.57
+
+Test on the sum of all N observations
+Number of degrees of freedom          :   40
+Chi-square statistic                  :   32.78
+p-value of test                       :    0.78
+
+-----------------------------------------------
+CPU time used                    :  00:01:24.62
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N =  1,  n = 5000,  r =  0,    s = 4,    L = 1000,    k = 1000
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    3
+Chi-square statistic                  :    0.29
+p-value of test                       :    0.96
+
+-----------------------------------------------
+CPU time used                    :  00:02:16.82
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N =  1,  n = 5000,  r = 26,    s = 4,    L = 1000,    k = 1000
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    3
+Chi-square statistic                  :    8.67
+p-value of test                       :    0.03
+
+-----------------------------------------------
+CPU time used                    :  00:02:11.73
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N =  1,  n = 80,  r = 15,    s = 15,    L = 5000,    k = 5000
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    2
+Chi-square statistic                  :    1.04
+p-value of test                       :    0.60
+
+-----------------------------------------------
+CPU time used                    :  00:01:32.65
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N =  1,  n = 80,  r =  0,    s = 30,    L = 5000,    k = 5000
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    2
+Chi-square statistic                  :    1.48
+p-value of test                       :    0.48
+
+-----------------------------------------------
+CPU time used                    :  00:01:18.28
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_Savir2 test:
+-----------------------------------------------
+   N = 10,  n = 10000000,  r = 10,    m = 1048576,    t = 30
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.072
+p-value of test                       :    0.87
+
+Kolmogorov-Smirnov- statistic = D-    :    0.22
+p-value of test                       :    0.34
+
+Anderson-Darling statistic = A2       :    0.86
+p-value of test                       :    0.43
+
+Test on the sum of all N observations
+Number of degrees of freedom          :  130
+Chi-square statistic                  :  151.08
+p-value of test                       :    0.10
+
+-----------------------------------------------
+CPU time used                    :  00:01:01.61
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_GCD test:
+-----------------------------------------------
+   N = 10,  n = 50000000,  r =  0,   s = 30
+
+
+-----------------------------------------------
+Test results for GCD values:
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.033
+p-value of test                       :    0.96
+
+Kolmogorov-Smirnov- statistic = D-    :    0.29
+p-value of test                       :    0.16
+
+Anderson-Darling statistic = A2       :    1.57
+p-value of test                       :    0.16
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 17430
+Chi-square statistic                  :17739.36
+p-value of test                       :    0.05
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:53.34
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r =  0,   s = 5,   L0 =   50,   L1 =   50
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :   36
+ChiSquare statistic                   :   49.25
+p-value of test                       :    0.07
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :   35
+ChiSquare statistic                   :   31.48
+p-value of test                       :    0.64
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          :   25
+ChiSquare statistic                   :   18.58
+p-value of test                       :    0.82
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :   24
+ChiSquare statistic                   :   24.15
+p-value of test                       :    0.45
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :   17
+ChiSquare statistic                   :   23.22
+p-value of test                       :    0.14
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:46.48
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r = 25,   s = 5,   L0 =   50,   L1 =   50
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :   36
+ChiSquare statistic                   :   30.51
+p-value of test                       :    0.73
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :   35
+ChiSquare statistic                   :   29.45
+p-value of test                       :    0.73
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          :   25
+ChiSquare statistic                   :   23.87
+p-value of test                       :    0.53
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :   24
+ChiSquare statistic                   :   35.68
+p-value of test                       :    0.06
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :   17
+ChiSquare statistic                   :   30.57
+p-value of test                       :    0.02
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:48.12
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 10000000,  r =  0,   s = 10,   L0 = 1000,   L1 = 1000
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :  146
+ChiSquare statistic                   :  141.57
+p-value of test                       :    0.59
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :  146
+ChiSquare statistic                   :  144.57
+p-value of test                       :    0.52
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          :  500
+ChiSquare statistic                   :  451.64
+p-value of test                       :    0.94
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :  136
+ChiSquare statistic                   :  139.70
+p-value of test                       :    0.40
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :   74
+ChiSquare statistic                   :   56.85
+p-value of test                       :    0.93
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:55.37
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 10000000,  r = 20,   s = 10,   L0 = 1000,   L1 = 1000
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :  146
+ChiSquare statistic                   :  172.26
+p-value of test                       :    0.07
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :  146
+ChiSquare statistic                   :  155.56
+p-value of test                       :    0.28
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          :  500
+ChiSquare statistic                   :  517.47
+p-value of test                       :    0.29
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :  136
+ChiSquare statistic                   :  108.78
+p-value of test                       :    0.96
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :   74
+ChiSquare statistic                   :   89.51
+p-value of test                       :    0.11
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:56.62
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 1000000,  r =  0,   s = 15,   L0 = 10000,   L1 = 10000
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :  384
+ChiSquare statistic                   :  387.76
+p-value of test                       :    0.44
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :  384
+ChiSquare statistic                   :  361.29
+p-value of test                       :    0.79
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          : 5000
+ChiSquare statistic                   : 4975.37
+p-value of test                       :    0.59
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :  378
+ChiSquare statistic                   :  356.95
+p-value of test                       :    0.78
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :  200
+ChiSquare statistic                   :  203.48
+p-value of test                       :    0.42
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:46.60
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 1000000,  r = 15,   s = 15,   L0 = 10000,   L1 = 10000
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :  384
+ChiSquare statistic                   :  399.21
+p-value of test                       :    0.29
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :  384
+ChiSquare statistic                   :  345.51
+p-value of test                       :    0.92
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          : 5000
+ChiSquare statistic                   : 4993.88
+p-value of test                       :    0.52
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :  378
+ChiSquare statistic                   :  399.09
+p-value of test                       :    0.22
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :  200
+ChiSquare statistic                   :  214.19
+p-value of test                       :    0.23
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:48.52
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+scomp_LinearComp test:
+-----------------------------------------------
+   N =  1,  n = 400020,  r =  0,    s = 1
+
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   12
+Chi2 statistic for size of jumps      :    7.55
+p-value of test                       :    0.82
+
+
+-----------------------------------------------
+Normal statistic for number of jumps  : -347.75
+p-value of test                       : 1 - eps1    *****
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:19.51
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+scomp_LinearComp test:
+-----------------------------------------------
+   N =  1,  n = 400020,  r = 29,    s = 1
+
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   12
+Chi2 statistic for size of jumps      :   16.88
+p-value of test                       :    0.15
+
+
+-----------------------------------------------
+Normal statistic for number of jumps  : -347.06
+p-value of test                       : 1 - eps1    *****
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:19.37
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+scomp_LempelZiv test:
+-----------------------------------------------
+   N = 10,  n = 134217728,  r =  0,   s =   30,   k =   27
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.24
+p-value of test                       :    0.26
+
+Kolmogorov-Smirnov- statistic = D-    :   0.095
+p-value of test                       :    0.78
+
+Anderson-Darling statistic = A2       :    0.79
+p-value of test                       :    0.48
+
+Tests on the sum of all N observations
+Standardized normal statistic         :   -0.85
+p-value of test                       :    0.80
+
+Sample variance                       :    1.01
+p-value of test                       :    0.43
+
+-----------------------------------------------
+CPU time used                    :  00:00:55.21
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+scomp_LempelZiv test:
+-----------------------------------------------
+   N = 10,  n = 134217728,  r = 15,   s =   15,   k =   27
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.20
+p-value of test                       :    0.39
+
+Kolmogorov-Smirnov- statistic = D-    :   0.072
+p-value of test                       :    0.86
+
+Anderson-Darling statistic = A2       :    0.45
+p-value of test                       :    0.80
+
+Tests on the sum of all N observations
+Standardized normal statistic         :   -0.60
+p-value of test                       :    0.73
+
+Sample variance                       :    0.65
+p-value of test                       :    0.76
+
+-----------------------------------------------
+CPU time used                    :  00:00:57.90
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sspectral_Fourier3 test:
+-----------------------------------------------
+   N = 100000,  n = 16384,  r =  0,   s =    3,   k =   14
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    : 6.40e-3
+p-value of test                       :    0.71
+
+Kolmogorov-Smirnov- statistic = D-    :   0.015
+p-value of test                       :    0.16
+
+Anderson-Darling statistic = A2       :    0.49
+p-value of test                       :    0.75
+
+-----------------------------------------------
+CPU time used                    :  00:00:47.68
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sspectral_Fourier3 test:
+-----------------------------------------------
+   N = 100000,  n = 16384,  r = 27,   s =    3,   k =   14
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    : 3.65e-3
+p-value of test                       :    0.89
+
+Kolmogorov-Smirnov- statistic = D-    :   0.012
+p-value of test                       :    0.33
+
+Anderson-Darling statistic = A2       :    0.62
+p-value of test                       :    0.62
+
+-----------------------------------------------
+CPU time used                    :  00:00:46.70
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_LongestHeadRun test:
+-----------------------------------------------
+   N =  1,  n = 1000,  r =  0,   s = 3,   L = 10000020
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    8
+Chi-square statistic                  :   10.90
+p-value of test                       :    0.21
+
+-----------------------------------------------
+Global longest run of 1               :   33.00
+p-value of test                       :    0.44
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:35.87
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_LongestHeadRun test:
+-----------------------------------------------
+   N =  1,  n = 1000,  r = 27,   s = 3,   L = 10000020
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    8
+Chi-square statistic                  :    4.75
+p-value of test                       :    0.78
+
+-----------------------------------------------
+Global longest run of 1               :   31.00
+p-value of test                       :    0.69
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:41.30
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_PeriodsInStrings test:
+-----------------------------------------------
+   N = 10,  n = 500000000,  r =  0,   s =   10
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.23
+p-value of test                       :    0.29
+
+Kolmogorov-Smirnov- statistic = D-    :   0.086
+p-value of test                       :    0.82
+
+Anderson-Darling statistic = A2       :    0.51
+p-value of test                       :    0.73
+
+Test on the sum of all N observations
+Number of degrees of freedom          :  200
+Chi-square statistic                  :  185.75
+p-value of test                       :    0.76
+
+-----------------------------------------------
+CPU time used                    :  00:02:41.81
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_PeriodsInStrings test:
+-----------------------------------------------
+   N = 10,  n = 500000000,  r = 20,   s =   10
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.44
+p-value of test                       :    0.01
+
+Kolmogorov-Smirnov- statistic = D-    :   0.019
+p-value of test                       :    0.98
+
+Anderson-Darling statistic = A2       :    2.35
+p-value of test                       :    0.06
+
+Test on the sum of all N observations
+Number of degrees of freedom          :  200
+Chi-square statistic                  :  160.42
+p-value of test                       :    0.98
+
+-----------------------------------------------
+CPU time used                    :  00:02:41.39
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingWeight2 test:
+-----------------------------------------------
+   N = 10,  n = 1000000000,  r =  0,   s = 3,   L = 1000000
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.15
+p-value of test                       :    0.57
+
+Kolmogorov-Smirnov- statistic = D-    :    0.24
+p-value of test                       :    0.28
+
+Anderson-Darling statistic = A2       :    0.77
+p-value of test                       :    0.50
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 10000
+Chi-square statistic                  :10014.18
+p-value of test                       :    0.46
+
+-----------------------------------------------
+CPU time used                    :  00:01:04.02
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingWeight2 test:
+-----------------------------------------------
+   N = 10,  n = 1000000000,  r = 27,   s = 3,   L = 1000000
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.045
+p-value of test                       :    0.93
+
+Kolmogorov-Smirnov- statistic = D-    :    0.24
+p-value of test                       :    0.27
+
+Anderson-Darling statistic = A2       :    1.20
+p-value of test                       :    0.27
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 10000
+Chi-square statistic                  :10198.51
+p-value of test                       :    0.08
+
+-----------------------------------------------
+CPU time used                    :  00:01:08.62
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingCorr test:
+-----------------------------------------------
+   N =  1,  n = 1000000000,  r = 10,   s = 10,   L = 30
+
+
+
+-----------------------------------------------
+Normal statistic                      :   -0.46
+p-value of test                       :    0.68
+
+-----------------------------------------------
+CPU time used                    :  00:01:20.20
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingCorr test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r = 10,   s = 10,   L = 300
+
+
+
+-----------------------------------------------
+Normal statistic                      :  -0.091
+p-value of test                       :    0.54
+
+-----------------------------------------------
+CPU time used                    :  00:01:15.27
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingCorr test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r = 10,   s = 10,   L = 1200
+
+
+
+-----------------------------------------------
+Normal statistic                      :   -0.70
+p-value of test                       :    0.76
+
+-----------------------------------------------
+CPU time used                    :  00:04:56.37
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N = 10,  n = 30000000,  r =  0,   s = 3,   L = 30,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.18
+p-value of test                       :    0.47
+
+Kolmogorov-Smirnov- statistic = D-    :    0.23
+p-value of test                       :    0.29
+
+Anderson-Darling statistic = A2       :    0.64
+p-value of test                       :    0.61
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 4890
+Chi-square statistic                  : 4907.24
+p-value of test                       :    0.43
+
+-----------------------------------------------
+CPU time used                    :  00:02:05.37
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N = 10,  n = 30000000,  r = 27,   s = 3,   L = 30,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.092
+p-value of test                       :    0.79
+
+Kolmogorov-Smirnov- statistic = D-    :    0.31
+p-value of test                       :    0.13
+
+Anderson-Darling statistic = A2       :    1.01
+p-value of test                       :    0.35
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 4890
+Chi-square statistic                  : 4972.12
+p-value of test                       :    0.20
+
+-----------------------------------------------
+CPU time used                    :  00:02:11.85
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N =  1,  n = 30000000,  r =  0,   s = 4,   L = 300,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+Number of degrees of freedom          : 4117
+Chi-square statistic                  : 4131.61
+p-value of test                       :    0.43
+
+-----------------------------------------------
+CPU time used                    :  00:01:33.11
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N =  1,  n = 30000000,  r = 26,   s = 4,   L = 300,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+Number of degrees of freedom          : 4117
+Chi-square statistic                  : 4079.85
+p-value of test                       :    0.66
+
+-----------------------------------------------
+CPU time used                    :  00:01:40.11
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N =  1,  n = 10000000,  r =  0,   s = 5,   L = 1200,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+Number of degrees of freedom          : 11825
+Chi-square statistic                  :11798.86
+p-value of test                       :    0.57
+
+-----------------------------------------------
+CPU time used                    :  00:01:42.47
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N =  1,  n = 10000000,  r = 25,   s = 5,   L = 1200,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+Number of degrees of freedom          : 11825
+Chi-square statistic                  :11822.81
+p-value of test                       :    0.50
+
+-----------------------------------------------
+CPU time used                    :  00:01:48.36
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_Run test:
+-----------------------------------------------
+   N =  1,  n = 2000000000,  r =  0,   s =    3
+
+
+-----------------------------------------------
+Total number of 1 runs:  2000000000
+
+Number of degrees of freedom          :   54
+Chi2 statistic for number of runs     :   50.27
+p-value of test                       :    0.62
+
+
+-----------------------------------------------
+Total number of bits:  8000056467
+
+Normal statistic for number of bits   :    0.45
+p-value of test                       :    0.33
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:16.75
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_Run test:
+-----------------------------------------------
+   N =  1,  n = 2000000000,  r = 27,   s =    3
+
+
+-----------------------------------------------
+Total number of 1 runs:  2000000000
+
+Number of degrees of freedom          :   54
+Chi2 statistic for number of runs     :   53.12
+p-value of test                       :    0.51
+
+
+-----------------------------------------------
+Total number of bits:  8000011632
+
+Normal statistic for number of bits   :   0.092
+p-value of test                       :    0.46
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:25.50
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_AutoCor test:
+-----------------------------------------------
+   N = 10,  n = 1000000030,  r =  0,   s = 3,   d = 1
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.17
+p-value of test                       :    0.49
+
+Kolmogorov-Smirnov- statistic = D-    :    0.11
+p-value of test                       :    0.71
+
+Anderson-Darling statistic = A2       :    0.64
+p-value of test                       :    0.60
+
+Tests on the sum of all N observations
+Standardized normal statistic         :   -0.95
+p-value of test                       :    0.83
+
+Sample variance                       :    1.22
+p-value of test                       :    0.28
+
+-----------------------------------------------
+CPU time used                    :  00:02:44.29
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_AutoCor test:
+-----------------------------------------------
+   N = 10,  n = 1000000029,  r =  0,   s = 3,   d = 3
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.085
+p-value of test                       :    0.82
+
+Kolmogorov-Smirnov- statistic = D-    :    0.26
+p-value of test                       :    0.22
+
+Anderson-Darling statistic = A2       :    0.67
+p-value of test                       :    0.58
+
+Tests on the sum of all N observations
+Standardized normal statistic         :    0.56
+p-value of test                       :    0.29
+
+Sample variance                       :    1.15
+p-value of test                       :    0.32
+
+-----------------------------------------------
+CPU time used                    :  00:02:27.96
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_AutoCor test:
+-----------------------------------------------
+   N = 10,  n = 1000000030,  r = 27,   s = 3,   d = 1
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.18
+p-value of test                       :    0.48
+
+Kolmogorov-Smirnov- statistic = D-    :    0.17
+p-value of test                       :    0.50
+
+Anderson-Darling statistic = A2       :    0.63
+p-value of test                       :    0.62
+
+Tests on the sum of all N observations
+Standardized normal statistic         :  -0.034
+p-value of test                       :    0.51
+
+Sample variance                       :    1.80
+p-value of test                       :    0.06
+
+-----------------------------------------------
+CPU time used                    :  00:02:46.78
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_AutoCor test:
+-----------------------------------------------
+   N = 10,  n = 1000000029,  r = 27,   s = 3,   d = 3
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.25
+p-value of test                       :    0.25
+
+Kolmogorov-Smirnov- statistic = D-    :   0.071
+p-value of test                       :    0.87
+
+Anderson-Darling statistic = A2       :    1.14
+p-value of test                       :    0.29
+
+Tests on the sum of all N observations
+Standardized normal statistic         :   -1.24
+p-value of test                       :    0.89
+
+Sample variance                       :    0.84
+p-value of test                       :    0.58
+
+-----------------------------------------------
+CPU time used                    :  00:02:19.25
+
+Generator state:
+N/A
+
+
+
+
+========= Summary results of BigCrush =========
+
+ Version:          TestU01 1.2.3
+ Generator:        stdin
+ Number of statistics:  160
+ Total CPU time:   04:25:49.73
+ The following tests gave p-values outside [0.001, 0.9990]:
+ (eps  means a value < 1.0e-300):
+ (eps1 means a value < 1.0e-15):
+
+       Test                          p-value
+ ----------------------------------------------
+ 80  LinearComp, r = 0              1 - eps1
+ 81  LinearComp, r = 29             1 - eps1
+ ----------------------------------------------
+ All other tests were passed
+
+
+
+# 
+# Test duration: 1414.8500183813167 minutes
+# 
diff --git a/src/site/resources/txt/userguide/rng/stress/tu/run_2/tu_9 b/src/site/resources/txt/userguide/rng/stress/tu/run_2/tu_9
new file mode 100644
index 000000000..33219026e
--- /dev/null
+++ b/src/site/resources/txt/userguide/rng/stress/tu/run_2/tu_9
@@ -0,0 +1,3795 @@
+# 
+# RNG: org.apache.commons.math4.rng.internal.source32.ISAACRandom
+# 
+# Java: 1.8.0_66
+# Runtime: 1.8.0_66-b17
+# JVM: Java HotSpot(TM) 64-Bit Server VM 25.66-b17
+# OS: Linux 3.16.0-4-amd64 amd64
+# 
+# Analyzer: ../stdin2testu01 BigCrush 
+# 
+xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
+                 Starting BigCrush
+                 Version: TestU01 1.2.3
+xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
+
+
+***********************************************************
+Test smarsa_SerialOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N =  1,  n = 1000000000,  r =  0,   d =  256,   t =  3,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =           16777216
+       Expected number per cell =   59.604645
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =   0.0083558402,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          : 16711680
+Value of the statistic                : 1.67e+7
+p-value of test                       :    0.34
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:14.28
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_SerialOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N =  1,  n = 1000000000,  r = 22,   d =  256,   t =  3,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =           16777216
+       Expected number per cell =   59.604645
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =   0.0083558402,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          : 16711680
+Value of the statistic                : 1.67e+7
+p-value of test                       :    0.93
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:14.31
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  0,   d = 2097152,   t =  2,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1352
+p-value of test                       :    0.62
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334472
+  j =  1                              :        599997296
+  j =  2                              :             1352
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:05:41.87
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  9,   d = 2097152,   t =  2,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1343
+p-value of test                       :    0.71
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334463
+  j =  1                              :        599997314
+  j =  2                              :             1343
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:05:53.44
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  0,   d = 16384,   t =  3,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1364
+p-value of test                       :    0.50
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334484
+  j =  1                              :        599997272
+  j =  2                              :             1364
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:07:33.19
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r = 16,   d = 16384,   t =  3,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1379
+p-value of test                       :    0.35
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334499
+  j =  1                              :        599997242
+  j =  2                              :             1379
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:06:46.66
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  0,   d =   64,   t =  7,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1365
+p-value of test                       :    0.50
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334485
+  j =  1                              :        599997270
+  j =  2                              :             1365
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:08:29.80
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r = 24,   d =   64,   t =  7,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1353
+p-value of test                       :    0.61
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334473
+  j =  1                              :        599997294
+  j =  2                              :             1353
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:05:34.90
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  0,   d =    8,   t = 14,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1396
+p-value of test                       :    0.20
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334516
+  j =  1                              :        599997208
+  j =  2                              :             1396
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:07:28.51
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r = 27,   d =    8,   t = 14,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1315
+p-value of test                       :    0.91
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334435
+  j =  1                              :        599997370
+  j =  2                              :             1315
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:06:34.26
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r =  0,   d =    4,   t = 21,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1345
+p-value of test                       :    0.69
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334465
+  j =  1                              :        599997310
+  j =  2                              :             1345
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:08:04.25
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test smarsa_CollisionOver calling smultin_MultinomialOver
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_MultinomialOver test:
+-----------------------------------------------
+   N = 30,  n = 20000000,  r = 28,   d =    4,   t = 21,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellSerial
+       Number of cells = d^t =      4398046511104
+       Expected number per cell =  1 /  219902.33
+       EColl = n^2 / (2k) =  45.47473509
+       Hashing =   TRUE
+
+       Collision test
+
+       CollisionOver:   density = n / k =  1 /  219902.33
+       Expected number of collisions = Mu =      45.47
+
+
+-----------------------------------------------
+Results of CollisionOver test:
+
+POISSON approximation                 :
+Expected number of collisions = N*Mu  :     1364.24
+Observed number of collisions         :     1329
+p-value of test                       :    0.83
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :  131940795334449
+  j =  1                              :        599997342
+  j =  2                              :             1329
+  j =  3                              :                0
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:06:44.47
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 100,  n = 10000000,  r =  0,    d = 2147483648,    t = 2,    p = 1
+
+
+      Number of cells = d^t = 4611686018427387904
+      Lambda = Poisson mean =      54.2101
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    5421.01
+Total observed number                 :    5483
+p-value of test                       :    0.20
+
+
+-----------------------------------------------
+CPU time used                    :  00:05:13.50
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 20000000,  r =  0,    d = 2097152,    t = 3,    p = 1
+
+
+      Number of cells = d^t = 9223372036854775808
+      Lambda = Poisson mean =     216.8404
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    4336.81
+Total observed number                 :    4367
+p-value of test                       :    0.33
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:18.50
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 30000000,  r = 14,    d = 65536,    t = 4,    p = 1
+
+
+      Number of cells = d^t = 18446744073709551616
+      Lambda = Poisson mean =     365.9182
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    7318.36
+Total observed number                 :    7487
+p-value of test                       :    0.03
+
+
+-----------------------------------------------
+CPU time used                    :  00:03:55.60
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 20000000,  r =  0,    d = 512,    t = 7,    p = 1
+
+
+      Number of cells = d^t = 9223372036854775808
+      Lambda = Poisson mean =     216.8404
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    4336.81
+Total observed number                 :    4314
+p-value of test                       :    0.63
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:56.09
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 20000000,  r =  7,    d = 512,    t = 7,    p = 1
+
+
+      Number of cells = d^t = 9223372036854775808
+      Lambda = Poisson mean =     216.8404
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    4336.81
+Total observed number                 :    4460
+p-value of test                       :    0.03
+
+
+-----------------------------------------------
+CPU time used                    :  00:03:00.26
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 30000000,  r = 14,    d = 256,    t = 8,    p = 1
+
+
+      Number of cells = d^t = 18446744073709551616
+      Lambda = Poisson mean =     365.9182
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    7318.36
+Total observed number                 :    7412
+p-value of test                       :    0.14
+
+
+-----------------------------------------------
+CPU time used                    :  00:04:23.61
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 30000000,  r = 22,    d = 256,    t = 8,    p = 1
+
+
+      Number of cells = d^t = 18446744073709551616
+      Lambda = Poisson mean =     365.9182
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    7318.36
+Total observed number                 :    7257
+p-value of test                       :    0.76
+
+
+-----------------------------------------------
+CPU time used                    :  00:04:08.48
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 30000000,  r =  0,    d = 16,    t = 16,    p = 1
+
+
+      Number of cells = d^t = 18446744073709551616
+      Lambda = Poisson mean =     365.9182
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    7318.36
+Total observed number                 :    7235
+p-value of test                       :    0.83
+
+
+-----------------------------------------------
+CPU time used                    :  00:05:08.25
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_BirthdaySpacings test:
+-----------------------------------------------
+   N = 20,  n = 30000000,  r = 26,    d = 16,    t = 16,    p = 1
+
+
+      Number of cells = d^t = 18446744073709551616
+      Lambda = Poisson mean =     365.9182
+
+
+----------------------------------------------------
+Total expected number = N*Lambda      :    7318.36
+Total observed number                 :    7364
+p-value of test                       :    0.30
+
+
+-----------------------------------------------
+CPU time used                    :  00:05:34.94
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+snpair_ClosePairs test:
+-----------------------------------------------
+   N = 30,  n = 6000000,  r =  0,  t = 3,  p = 0,  m = 30,  Torus =  TRUE
+
+
+---------------------------------------
+Test based on the 2 nearest points (NP):
+
+Stat. AD on the N values (NP)         :    0.45
+p-value of test                       :    0.80
+
+
+A2 test based on the spacings between the
+   successive jump times of process Y_n(t):
+
+A2 test on the values of A2 (m-NP)    :    0.70
+p-value of test                       :    0.55
+
+Test on the Nm values of W_{n,i}(mNP1):    1.50
+p-value of test                       :    0.18
+
+Test on the jump times of Y
+   (superposition of Yn):
+
+Expected number of jumps of Y = mN    :     900
+Number of jumps of Y                  :     945
+p-value of test                       :    0.07
+
+Stat. AD (mNP2)                       :    0.73
+p-value of test                       :    0.53
+
+Stat. AD after spacings (mNP2-S)      :    2.76
+p-value of test                       :    0.04
+
+-----------------------------------------------
+CPU time used                    :  00:03:18.22
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+snpair_ClosePairs test:
+-----------------------------------------------
+   N = 20,  n = 4000000,  r =  0,  t = 5,  p = 0,  m = 30,  Torus =  TRUE
+
+
+---------------------------------------
+Test based on the 2 nearest points (NP):
+
+Stat. AD on the N values (NP)         :    0.71
+p-value of test                       :    0.55
+
+
+A2 test based on the spacings between the
+   successive jump times of process Y_n(t):
+
+A2 test on the values of A2 (m-NP)    :    0.55
+p-value of test                       :    0.69
+
+Test on the Nm values of W_{n,i}(mNP1):    0.22
+p-value of test                       :    0.98
+
+Test on the jump times of Y
+   (superposition of Yn):
+
+Expected number of jumps of Y = mN    :     600
+Number of jumps of Y                  :     603
+p-value of test                       :    0.46
+
+Stat. AD (mNP2)                       :    0.62
+p-value of test                       :    0.63
+
+Stat. AD after spacings (mNP2-S)      :    1.03
+p-value of test                       :    0.34
+
+-----------------------------------------------
+CPU time used                    :  00:02:19.06
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+snpair_ClosePairs test:
+-----------------------------------------------
+   N = 10,  n = 3000000,  r =  0,  t = 9,  p = 0,  m = 30,  Torus =  TRUE
+
+
+---------------------------------------
+Test based on the 2 nearest points (NP):
+
+Stat. AD on the N values (NP)         :    0.89
+p-value of test                       :    0.42
+
+
+A2 test based on the spacings between the
+   successive jump times of process Y_n(t):
+
+A2 test on the values of A2 (m-NP)    :    0.30
+p-value of test                       :    0.94
+
+Test on the Nm values of W_{n,i}(mNP1):    0.38
+p-value of test                       :    0.87
+
+Test on the jump times of Y
+   (superposition of Yn):
+
+Expected number of jumps of Y = mN    :     300
+Number of jumps of Y                  :     309
+p-value of test                       :    0.31
+
+Stat. AD (mNP2)                       :    1.08
+p-value of test                       :    0.32
+
+Stat. AD after spacings (mNP2-S)      :    0.27
+p-value of test                       :    0.96
+
+-----------------------------------------------
+CPU time used                    :  00:03:06.86
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+snpair_ClosePairs test:
+-----------------------------------------------
+   N =  5,  n = 2000000,  r =  0,  t = 16,  p = 0,  m = 30,  Torus =  TRUE
+
+
+---------------------------------------
+Test based on the 2 nearest points (NP):
+
+Stat. AD on the N values (NP)         :    0.54
+p-value of test                       :    0.70
+
+
+A2 test based on the spacings between the
+   successive jump times of process Y_n(t):
+
+A2 test on the values of A2 (m-NP)    :    0.22
+p-value of test                       :    0.98
+
+Test on the Nm values of W_{n,i}(mNP1):    0.42
+p-value of test                       :    0.83
+
+Test on the jump times of Y
+   (superposition of Yn):
+
+Expected number of jumps of Y = mN    :     150
+Number of jumps of Y                  :     158
+p-value of test                       :    0.27
+
+Stat. AD (mNP2)                       :    0.36
+p-value of test                       :    0.89
+
+Stat. AD after spacings (mNP2-S)      :    0.90
+p-value of test                       :    0.41
+
+-----------------------------------------------
+CPU time used                    :  00:03:20.26
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_SimpPoker test:
+-----------------------------------------------
+   N =  1,  n = 400000000,  r =  0,   d =    8,   k =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    7
+Chi-square statistic                  :    2.81
+p-value of test                       :    0.90
+
+-----------------------------------------------
+CPU time used                    :  00:01:17.25
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_SimpPoker test:
+-----------------------------------------------
+   N =  1,  n = 400000000,  r = 27,   d =    8,   k =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    7
+Chi-square statistic                  :    8.39
+p-value of test                       :    0.30
+
+-----------------------------------------------
+CPU time used                    :  00:01:28.10
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_SimpPoker test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r =  0,   d =   32,   k =   32
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   18
+Chi-square statistic                  :   10.15
+p-value of test                       :    0.93
+
+-----------------------------------------------
+CPU time used                    :  00:01:21.02
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_SimpPoker test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r = 25,   d =   32,   k =   32
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   18
+Chi-square statistic                  :   30.20
+p-value of test                       :    0.04
+
+-----------------------------------------------
+CPU time used                    :  00:01:30.85
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_CouponCollector test:
+-----------------------------------------------
+   N =  1,  n = 200000000,  r =  0,   d =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   54
+Chi-square statistic                  :   52.49
+p-value of test                       :    0.53
+
+-----------------------------------------------
+CPU time used                    :  00:01:44.39
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_CouponCollector test:
+-----------------------------------------------
+   N =  1,  n = 200000000,  r = 10,   d =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   54
+Chi-square statistic                  :   57.24
+p-value of test                       :    0.36
+
+-----------------------------------------------
+CPU time used                    :  00:01:55.71
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_CouponCollector test:
+-----------------------------------------------
+   N =  1,  n = 200000000,  r = 20,   d =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   54
+Chi-square statistic                  :   48.85
+p-value of test                       :    0.67
+
+-----------------------------------------------
+CPU time used                    :  00:01:56.02
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_CouponCollector test:
+-----------------------------------------------
+   N =  1,  n = 200000000,  r = 27,   d =    8
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   54
+Chi-square statistic                  :   58.34
+p-value of test                       :    0.32
+
+-----------------------------------------------
+CPU time used                    :  00:01:55.97
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Gap test:
+-----------------------------------------------
+   N =  1,  n = 500000000,  r =  0,   Alpha =        0,   Beta  =   0.0625
+
+
+-----------------------------------------------
+Number of degrees of freedom          :  232
+Chi-square statistic                  :  241.87
+p-value of test                       :    0.31
+
+-----------------------------------------------
+CPU time used                    :  00:02:08.56
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Gap test:
+-----------------------------------------------
+   N =  1,  n = 300000000,  r = 25,   Alpha =        0,   Beta  =  0.03125
+
+
+-----------------------------------------------
+Number of degrees of freedom          :  434
+Chi-square statistic                  :  467.55
+p-value of test                       :    0.13
+
+-----------------------------------------------
+CPU time used                    :  00:03:01.19
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Gap test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r =  0,   Alpha =        0,   Beta  = 0.0078125
+
+
+-----------------------------------------------
+Number of degrees of freedom          : 1437
+Chi-square statistic                  : 1389.30
+p-value of test                       :    0.81
+
+-----------------------------------------------
+CPU time used                    :  00:03:17.62
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Gap test:
+-----------------------------------------------
+   N =  1,  n = 10000000,  r = 20,   Alpha =        0,   Beta  = 0.000976562
+
+
+-----------------------------------------------
+Number of degrees of freedom          : 7046
+Chi-square statistic                  : 7152.32
+p-value of test                       :    0.18
+
+-----------------------------------------------
+CPU time used                    :  00:03:14.77
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Run test:
+-----------------------------------------------
+   N =  5,  n = 1000000000,  r =  0,   Up = FALSE
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.23
+p-value of test                       :    0.51
+
+Kolmogorov-Smirnov- statistic = D-    :    0.23
+p-value of test                       :    0.52
+
+Anderson-Darling statistic = A2       :    0.41
+p-value of test                       :    0.83
+
+Test on the sum of all N observations
+Number of degrees of freedom          :   30
+Chi-square statistic                  :   30.06
+p-value of test                       :    0.46
+
+-----------------------------------------------
+CPU time used                    :  00:01:44.76
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_Run test:
+-----------------------------------------------
+   N = 10,  n = 1000000000,  r = 15,   Up =  TRUE
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.23
+p-value of test                       :    0.31
+
+Kolmogorov-Smirnov- statistic = D-    :    0.14
+p-value of test                       :    0.62
+
+Anderson-Darling statistic = A2       :    0.75
+p-value of test                       :    0.51
+
+Test on the sum of all N observations
+Number of degrees of freedom          :   60
+Chi-square statistic                  :   50.83
+p-value of test                       :    0.79
+
+-----------------------------------------------
+CPU time used                    :  00:04:15.30
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_Permutation calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N =  1,  n = 1000000000,  r =  5,   t =  3,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =                  6
+       Expected number per cell =  1.6666667e+08
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =  2.5000002e-09,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          :    5
+Value of the statistic                :    5.36
+p-value of test                       :    0.37
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:13.29
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_Permutation calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N =  1,  n = 1000000000,  r =  5,   t =  5,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =                120
+       Expected number per cell =   8333333.3
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =  5.9500005e-08,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          :  119
+Value of the statistic                :  148.67
+p-value of test                       :    0.03
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:00.50
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_Permutation calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N =  1,  n = 500000000,  r =  5,   t =  7,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =               5040
+       Expected number per cell =   99206.349
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =  5.0390004e-06,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          : 5039
+Value of the statistic                : 5077.91
+p-value of test                       :    0.35
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:25.72
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_Permutation calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N =  1,  n = 500000000,  r = 10,   t = 10,
+       Sparse =  FALSE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =            3628800
+       Expected number per cell =    137.7866
+       Hashing =  FALSE
+
+   For Delta > -1, we use the ChiSquare approximation
+   Correction factor of the ChiSquare: 
+       Delta =     1,    Mu =   0.0036287993,    Sigma =          1
+
+-----------------------------------------------
+Test Results for Delta =   1.0000
+
+Number of degrees of freedom          : 3628799
+Value of the statistic                : 3.63e+6
+p-value of test                       :    0.63
+
+
+-----------------------------------------------
+CPU time used                    :  00:03:08.67
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_CollisionPermut calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N = 20,  n = 20000000,  r =  0,   t = 14,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =        87178291200
+       Expected number per cell =  1 /  4358.9146
+       EColl = n^2 / (2k) =   2294.14912
+       Hashing =   TRUE
+
+       Collision test,    Mu =      2293.9736,    Sigma =    47.8841
+
+-----------------------------------------------
+Test Results for Collisions
+
+For the total number of collisions, we use
+      the Poisson approximation:
+Expected number of collisions = N*Mu  :    45879.47
+Observed number of collisions         :    46025
+p-value of test                       :    0.25
+
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :    1743165870025
+  j =  1                              :        399907952
+  j =  2                              :            46021
+  j =  3                              :                2
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:04:24.37
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+Test sknuth_CollisionPermut calling smultin_Multinomial
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smultin_Multinomial test:
+-----------------------------------------------
+   N = 20,  n = 20000000,  r = 10,   t = 14,
+       Sparse =   TRUE
+
+       GenerCell = smultin_GenerCellPermut
+       Number of cells = t! =        87178291200
+       Expected number per cell =  1 /  4358.9146
+       EColl = n^2 / (2k) =   2294.14912
+       Hashing =   TRUE
+
+       Collision test,    Mu =      2293.9736,    Sigma =    47.8841
+
+-----------------------------------------------
+Test Results for Collisions
+
+For the total number of collisions, we use
+      the Poisson approximation:
+Expected number of collisions = N*Mu  :    45879.47
+Observed number of collisions         :    45274
+p-value of test                       :    0.9977
+
+
+-----------------------------
+Total number of cells containing j balls
+
+  j =  0                              :    1743165869274
+  j =  1                              :        399909457
+  j =  2                              :            45264
+  j =  3                              :                5
+  j =  4                              :                0
+  j =  5                              :                0
+
+-----------------------------------------------
+CPU time used                    :  00:04:46.59
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_MaxOft test:
+-----------------------------------------------
+   N = 40,  n = 10000000,  r =  0,   d = 100000,   t =  8
+
+      Number of categories = 100000
+      Expected number per category  = 100.00
+
+
+-----------------------------------------------
+Test results for chi2 with 99999 degrees of freedom:
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.079
+p-value of test                       :    0.58
+
+Kolmogorov-Smirnov- statistic = D-    :    0.10
+p-value of test                       :    0.42
+
+Anderson-Darling statistic = A2       :    0.39
+p-value of test                       :    0.85
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 3999960
+Chi-square statistic                  : 4.00e+6
+p-value of test                       :    0.39
+
+
+-----------------------------------------------
+Test results for Anderson-Darling:
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.075
+p-value of test                       :    0.61
+
+Kolmogorov-Smirnov- statistic = D-    :   0.096
+p-value of test                       :    0.45
+
+Anderson-Darling statistic = A2       :    0.61
+p-value of test                       :    0.64
+
+
+-----------------------------------------------
+CPU time used                    :  00:03:30.93
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_MaxOft test:
+-----------------------------------------------
+   N = 30,  n = 10000000,  r =  0,   d = 100000,   t = 16
+
+      Number of categories = 100000
+      Expected number per category  = 100.00
+
+
+-----------------------------------------------
+Test results for chi2 with 99999 degrees of freedom:
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.052
+p-value of test                       :    0.82
+
+Kolmogorov-Smirnov- statistic = D-    :    0.19
+p-value of test                       :    0.09
+
+Anderson-Darling statistic = A2       :    1.52
+p-value of test                       :    0.17
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 2999970
+Chi-square statistic                  : 3.00e+6
+p-value of test                       :    0.14
+
+
+-----------------------------------------------
+Test results for Anderson-Darling:
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.047
+p-value of test                       :    0.85
+
+Kolmogorov-Smirnov- statistic = D-    :   0.098
+p-value of test                       :    0.53
+
+Anderson-Darling statistic = A2       :    0.31
+p-value of test                       :    0.93
+
+
+-----------------------------------------------
+CPU time used                    :  00:03:13.54
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_MaxOft test:
+-----------------------------------------------
+   N = 20,  n = 10000000,  r =  0,   d = 100000,   t = 24
+
+      Number of categories = 100000
+      Expected number per category  = 100.00
+
+
+-----------------------------------------------
+Test results for chi2 with 99999 degrees of freedom:
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.26
+p-value of test                       :    0.05
+
+Kolmogorov-Smirnov- statistic = D-    :   0.053
+p-value of test                       :    0.86
+
+Anderson-Darling statistic = A2       :    1.70
+p-value of test                       :    0.14
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 1999980
+Chi-square statistic                  : 2.00e+6
+p-value of test                       :    0.95
+
+
+-----------------------------------------------
+Test results for Anderson-Darling:
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.11
+p-value of test                       :    0.59
+
+Kolmogorov-Smirnov- statistic = D-    :   0.050
+p-value of test                       :    0.88
+
+Anderson-Darling statistic = A2       :    0.38
+p-value of test                       :    0.87
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:35.10
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sknuth_MaxOft test:
+-----------------------------------------------
+   N = 20,  n = 10000000,  r =  0,   d = 100000,   t = 32
+
+      Number of categories = 100000
+      Expected number per category  = 100.00
+
+
+-----------------------------------------------
+Test results for chi2 with 99999 degrees of freedom:
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.077
+p-value of test                       :    0.75
+
+Kolmogorov-Smirnov- statistic = D-    :    0.14
+p-value of test                       :    0.43
+
+Anderson-Darling statistic = A2       :    0.29
+p-value of test                       :    0.94
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 1999980
+Chi-square statistic                  : 2.00e+6
+p-value of test                       :    0.45
+
+
+-----------------------------------------------
+Test results for Anderson-Darling:
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.19
+p-value of test                       :    0.21
+
+Kolmogorov-Smirnov- statistic = D-    :   0.068
+p-value of test                       :    0.80
+
+Anderson-Darling statistic = A2       :    0.37
+p-value of test                       :    0.88
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:55.53
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleProd test:
+-----------------------------------------------
+   N = 40,  n = 10000000,  r =  0,   t = 8
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.095
+p-value of test                       :    0.45
+
+Kolmogorov-Smirnov- statistic = D-    :    0.10
+p-value of test                       :    0.41
+
+Anderson-Darling statistic = A2       :    0.71
+p-value of test                       :    0.55
+
+-----------------------------------------------
+CPU time used                    :  00:02:36.64
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleProd test:
+-----------------------------------------------
+   N = 20,  n = 10000000,  r =  0,   t = 16
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.16
+p-value of test                       :    0.31
+
+Kolmogorov-Smirnov- statistic = D-    :    0.12
+p-value of test                       :    0.54
+
+Anderson-Darling statistic = A2       :    0.41
+p-value of test                       :    0.84
+
+-----------------------------------------------
+CPU time used                    :  00:01:46.75
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleProd test:
+-----------------------------------------------
+   N = 20,  n = 10000000,  r =  0,   t = 24
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.13
+p-value of test                       :    0.44
+
+Kolmogorov-Smirnov- statistic = D-    :   0.050
+p-value of test                       :    0.87
+
+Anderson-Darling statistic = A2       :    0.53
+p-value of test                       :    0.72
+
+-----------------------------------------------
+CPU time used                    :  00:02:15.47
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleMean test:
+-----------------------------------------------
+   N = 20000000,  n = 30,  r =  0
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    : 7.26e-5
+p-value of test                       :    0.81
+
+Kolmogorov-Smirnov- statistic = D-    : 3.69e-4
+p-value of test                       :  4.3e-3
+
+Anderson-Darling statistic = A2       :    3.78
+p-value of test                       :    0.01
+
+-----------------------------------------------
+CPU time used                    :  00:00:34.62
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleMean test:
+-----------------------------------------------
+   N = 20000000,  n = 30,  r = 10
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    : 1.54e-4
+p-value of test                       :    0.39
+
+Kolmogorov-Smirnov- statistic = D-    : 6.33e-5
+p-value of test                       :    0.85
+
+Anderson-Darling statistic = A2       :    0.56
+p-value of test                       :    0.69
+
+-----------------------------------------------
+CPU time used                    :  00:00:35.39
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleCorr test:
+-----------------------------------------------
+   N =  1,  n = 2000000000,  r =  0,   k = 1
+
+
+-----------------------------------------------
+Normal statistic                      :   -0.39
+p-value of test                       :    0.65
+
+-----------------------------------------------
+CPU time used                    :  00:00:31.89
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SampleCorr test:
+-----------------------------------------------
+   N =  1,  n = 2000000000,  r =  0,   k = 2
+
+
+-----------------------------------------------
+Normal statistic                      :    1.87
+p-value of test                       :    0.03
+
+-----------------------------------------------
+CPU time used                    :  00:00:31.79
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_AppearanceSpacings test:
+-----------------------------------------------
+   N =  1,   Q = 10000000,   K = 1000000000,   r = 0,   s = 3,   L = 15
+
+   Sequences of n = (K + Q)L =  15150000000 bits
+   Q = 10000000 initialization blocks
+   K = 1000000000 blocks for the test
+   the blocks have L = 15 bits
+
+
+
+-----------------------------------------------
+Normal statistic                      :    0.48
+p-value of test                       :    0.31
+
+-----------------------------------------------
+CPU time used                    :  00:02:00.04
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_AppearanceSpacings test:
+-----------------------------------------------
+   N =  1,   Q = 10000000,   K = 1000000000,   r = 27,   s = 3,   L = 15
+
+   Sequences of n = (K + Q)L =  15150000000 bits
+   Q = 10000000 initialization blocks
+   K = 1000000000 blocks for the test
+   the blocks have L = 15 bits
+
+
+
+-----------------------------------------------
+Normal statistic                      :   -0.36
+p-value of test                       :    0.64
+
+-----------------------------------------------
+CPU time used                    :  00:02:06.79
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r =  0,  k = 256,  Alpha =      0,  Beta =   0.25
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   67
+Chi-square statistic                  :   52.10
+p-value of test                       :    0.91
+
+-----------------------------------------------
+CPU time used                    :  00:01:24.59
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r = 20,  k = 256,  Alpha =      0,  Beta =   0.25
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   67
+Chi-square statistic                  :   60.53
+p-value of test                       :    0.70
+
+-----------------------------------------------
+CPU time used                    :  00:01:43.86
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r = 28,  k = 256,  Alpha =      0,  Beta =   0.25
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   67
+Chi-square statistic                  :   76.52
+p-value of test                       :    0.20
+
+-----------------------------------------------
+CPU time used                    :  00:01:43.68
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r =  0,  k = 256,  Alpha =      0,  Beta = 0.0625
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   37
+Chi-square statistic                  :   38.44
+p-value of test                       :    0.40
+
+-----------------------------------------------
+CPU time used                    :  00:01:22.78
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r = 10,  k = 256,  Alpha =      0,  Beta = 0.0625
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   37
+Chi-square statistic                  :   40.60
+p-value of test                       :    0.31
+
+-----------------------------------------------
+CPU time used                    :  00:01:42.60
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_WeightDistrib test:
+-----------------------------------------------
+   N =  1,  n = 20000000,  r = 26,  k = 256,  Alpha =      0,  Beta = 0.0625
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   37
+Chi-square statistic                  :   33.07
+p-value of test                       :    0.65
+
+-----------------------------------------------
+CPU time used                    :  00:01:41.85
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+svaria_SumCollector test:
+-----------------------------------------------
+   N =  1,  n = 500000000,  r =  0,   g = 10
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   29
+Chi-square statistic                  :   18.09
+p-value of test                       :    0.94
+
+-----------------------------------------------
+CPU time used                    :  00:02:48.57
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N = 10,  n = 1000000,  r =  0,    s = 5,    L = 30,    k = 30
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.20
+p-value of test                       :    0.40
+
+Kolmogorov-Smirnov- statistic = D-    :    0.24
+p-value of test                       :    0.26
+
+Anderson-Darling statistic = A2       :    0.71
+p-value of test                       :    0.54
+
+Test on the sum of all N observations
+Number of degrees of freedom          :   40
+Chi-square statistic                  :   35.45
+p-value of test                       :    0.68
+
+-----------------------------------------------
+CPU time used                    :  00:01:24.14
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N = 10,  n = 1000000,  r = 25,    s = 5,    L = 30,    k = 30
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.25
+p-value of test                       :    0.25
+
+Kolmogorov-Smirnov- statistic = D-    :    0.18
+p-value of test                       :    0.48
+
+Anderson-Darling statistic = A2       :    0.62
+p-value of test                       :    0.62
+
+Test on the sum of all N observations
+Number of degrees of freedom          :   40
+Chi-square statistic                  :   36.06
+p-value of test                       :    0.65
+
+-----------------------------------------------
+CPU time used                    :  00:01:24.34
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N =  1,  n = 5000,  r =  0,    s = 4,    L = 1000,    k = 1000
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    3
+Chi-square statistic                  :    5.22
+p-value of test                       :    0.16
+
+-----------------------------------------------
+CPU time used                    :  00:02:09.96
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N =  1,  n = 5000,  r = 26,    s = 4,    L = 1000,    k = 1000
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    3
+Chi-square statistic                  :    6.40
+p-value of test                       :    0.09
+
+-----------------------------------------------
+CPU time used                    :  00:02:21.96
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N =  1,  n = 80,  r = 15,    s = 15,    L = 5000,    k = 5000
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    2
+Chi-square statistic                  :    3.18
+p-value of test                       :    0.20
+
+-----------------------------------------------
+CPU time used                    :  00:01:32.70
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_MatrixRank test:
+-----------------------------------------------
+   N =  1,  n = 80,  r =  0,    s = 30,    L = 5000,    k = 5000
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    2
+Chi-square statistic                  :    2.36
+p-value of test                       :    0.31
+
+-----------------------------------------------
+CPU time used                    :  00:01:18.29
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_Savir2 test:
+-----------------------------------------------
+   N = 10,  n = 10000000,  r = 10,    m = 1048576,    t = 30
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.10
+p-value of test                       :    0.75
+
+Kolmogorov-Smirnov- statistic = D-    :    0.16
+p-value of test                       :    0.55
+
+Anderson-Darling statistic = A2       :    0.23
+p-value of test                       :    0.98
+
+Test on the sum of all N observations
+Number of degrees of freedom          :  130
+Chi-square statistic                  :  131.93
+p-value of test                       :    0.44
+
+-----------------------------------------------
+CPU time used                    :  00:01:03.67
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+smarsa_GCD test:
+-----------------------------------------------
+   N = 10,  n = 50000000,  r =  0,   s = 30
+
+
+-----------------------------------------------
+Test results for GCD values:
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.40
+p-value of test                       :    0.03
+
+Kolmogorov-Smirnov- statistic = D-    :    0.11
+p-value of test                       :    0.72
+
+Anderson-Darling statistic = A2       :    1.43
+p-value of test                       :    0.19
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 17430
+Chi-square statistic                  :17200.10
+p-value of test                       :    0.89
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:54.73
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r =  0,   s = 5,   L0 =   50,   L1 =   50
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :   36
+ChiSquare statistic                   :   23.59
+p-value of test                       :    0.94
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :   35
+ChiSquare statistic                   :   29.68
+p-value of test                       :    0.72
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          :   25
+ChiSquare statistic                   :   28.16
+p-value of test                       :    0.30
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :   24
+ChiSquare statistic                   :   10.32
+p-value of test                       :    0.9931
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :   17
+ChiSquare statistic                   :    9.45
+p-value of test                       :    0.93
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:53.61
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r = 25,   s = 5,   L0 =   50,   L1 =   50
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :   36
+ChiSquare statistic                   :   30.21
+p-value of test                       :    0.74
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :   35
+ChiSquare statistic                   :   28.80
+p-value of test                       :    0.76
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          :   25
+ChiSquare statistic                   :   17.10
+p-value of test                       :    0.88
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :   24
+ChiSquare statistic                   :   18.00
+p-value of test                       :    0.80
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :   17
+ChiSquare statistic                   :   12.65
+p-value of test                       :    0.76
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:51.93
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 10000000,  r =  0,   s = 10,   L0 = 1000,   L1 = 1000
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :  146
+ChiSquare statistic                   :  184.50
+p-value of test                       :    0.02
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :  146
+ChiSquare statistic                   :  165.64
+p-value of test                       :    0.13
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          :  500
+ChiSquare statistic                   :  480.36
+p-value of test                       :    0.73
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :  136
+ChiSquare statistic                   :  134.40
+p-value of test                       :    0.52
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :   74
+ChiSquare statistic                   :   72.39
+p-value of test                       :    0.53
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:01.90
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 10000000,  r = 20,   s = 10,   L0 = 1000,   L1 = 1000
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :  146
+ChiSquare statistic                   :  138.68
+p-value of test                       :    0.65
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :  146
+ChiSquare statistic                   :  151.53
+p-value of test                       :    0.36
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          :  500
+ChiSquare statistic                   :  470.12
+p-value of test                       :    0.83
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :  136
+ChiSquare statistic                   :  155.73
+p-value of test                       :    0.12
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :   74
+ChiSquare statistic                   :   83.20
+p-value of test                       :    0.22
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:58.51
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 1000000,  r =  0,   s = 15,   L0 = 10000,   L1 = 10000
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :  384
+ChiSquare statistic                   :  423.50
+p-value of test                       :    0.08
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :  384
+ChiSquare statistic                   :  370.68
+p-value of test                       :    0.68
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          : 5000
+ChiSquare statistic                   : 4914.73
+p-value of test                       :    0.80
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :  378
+ChiSquare statistic                   :  362.75
+p-value of test                       :    0.70
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :  200
+ChiSquare statistic                   :  192.31
+p-value of test                       :    0.64
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:49.85
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+swalk_RandomWalk1 test:
+-----------------------------------------------
+   N =  1,  n = 1000000,  r = 15,   s = 15,   L0 = 10000,   L1 = 10000
+
+
+
+-----------------------------------------------
+Test on the values of the Statistic H
+
+Number of degrees of freedom          :  384
+ChiSquare statistic                   :  347.15
+p-value of test                       :    0.91
+
+
+-----------------------------------------------
+Test on the values of the Statistic M
+
+Number of degrees of freedom          :  384
+ChiSquare statistic                   :  385.27
+p-value of test                       :    0.47
+
+
+-----------------------------------------------
+Test on the values of the Statistic J
+
+Number of degrees of freedom          : 5000
+ChiSquare statistic                   : 5014.44
+p-value of test                       :    0.44
+
+
+-----------------------------------------------
+Test on the values of the Statistic R
+
+Number of degrees of freedom          :  378
+ChiSquare statistic                   :  394.08
+p-value of test                       :    0.27
+
+
+-----------------------------------------------
+Test on the values of the Statistic C
+
+Number of degrees of freedom          :  200
+ChiSquare statistic                   :  196.57
+p-value of test                       :    0.56
+
+
+-----------------------------------------------
+CPU time used                    :  00:00:50.88
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+scomp_LinearComp test:
+-----------------------------------------------
+   N =  1,  n = 400020,  r =  0,    s = 1
+
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   12
+Chi2 statistic for size of jumps      :   10.46
+p-value of test                       :    0.58
+
+
+-----------------------------------------------
+Normal statistic for number of jumps  :    0.83
+p-value of test                       :    0.20
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:23.54
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+scomp_LinearComp test:
+-----------------------------------------------
+   N =  1,  n = 400020,  r = 29,    s = 1
+
+
+
+-----------------------------------------------
+Number of degrees of freedom          :   12
+Chi2 statistic for size of jumps      :   17.30
+p-value of test                       :    0.14
+
+
+-----------------------------------------------
+Normal statistic for number of jumps  :   -0.72
+p-value of test                       :    0.76
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:02:23.15
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+scomp_LempelZiv test:
+-----------------------------------------------
+   N = 10,  n = 134217728,  r =  0,   s =   30,   k =   27
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.087
+p-value of test                       :    0.82
+
+Kolmogorov-Smirnov- statistic = D-    :    0.25
+p-value of test                       :    0.24
+
+Anderson-Darling statistic = A2       :    0.68
+p-value of test                       :    0.57
+
+Tests on the sum of all N observations
+Standardized normal statistic         :    0.72
+p-value of test                       :    0.24
+
+Sample variance                       :    1.32
+p-value of test                       :    0.22
+
+-----------------------------------------------
+CPU time used                    :  00:00:54.77
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+scomp_LempelZiv test:
+-----------------------------------------------
+   N = 10,  n = 134217728,  r = 15,   s =   15,   k =   27
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.15
+p-value of test                       :    0.57
+
+Kolmogorov-Smirnov- statistic = D-    :    0.18
+p-value of test                       :    0.47
+
+Anderson-Darling statistic = A2       :    0.44
+p-value of test                       :    0.81
+
+Tests on the sum of all N observations
+Standardized normal statistic         :   0.092
+p-value of test                       :    0.46
+
+Sample variance                       :    1.36
+p-value of test                       :    0.20
+
+-----------------------------------------------
+CPU time used                    :  00:00:59.61
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sspectral_Fourier3 test:
+-----------------------------------------------
+   N = 100000,  n = 16384,  r =  0,   s =    3,   k =   14
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    : 2.95e-3
+p-value of test                       :    0.93
+
+Kolmogorov-Smirnov- statistic = D-    :   0.013
+p-value of test                       :    0.26
+
+Anderson-Darling statistic = A2       :    0.70
+p-value of test                       :    0.56
+
+-----------------------------------------------
+CPU time used                    :  00:00:49.37
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sspectral_Fourier3 test:
+-----------------------------------------------
+   N = 100000,  n = 16384,  r = 27,   s =    3,   k =   14
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    : 4.02e-3
+p-value of test                       :    0.87
+
+Kolmogorov-Smirnov- statistic = D-    :   0.011
+p-value of test                       :    0.35
+
+Anderson-Darling statistic = A2       :    0.89
+p-value of test                       :    0.42
+
+-----------------------------------------------
+CPU time used                    :  00:00:47.18
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_LongestHeadRun test:
+-----------------------------------------------
+   N =  1,  n = 1000,  r =  0,   s = 3,   L = 10000020
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    8
+Chi-square statistic                  :   10.49
+p-value of test                       :    0.23
+
+-----------------------------------------------
+Global longest run of 1               :   31.00
+p-value of test                       :    0.69
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:41.85
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_LongestHeadRun test:
+-----------------------------------------------
+   N =  1,  n = 1000,  r = 27,   s = 3,   L = 10000020
+
+
+-----------------------------------------------
+Number of degrees of freedom          :    8
+Chi-square statistic                  :    9.48
+p-value of test                       :    0.30
+
+-----------------------------------------------
+Global longest run of 1               :   32.00
+p-value of test                       :    0.50
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:44.76
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_PeriodsInStrings test:
+-----------------------------------------------
+   N = 10,  n = 500000000,  r =  0,   s =   10
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.31
+p-value of test                       :    0.11
+
+Kolmogorov-Smirnov- statistic = D-    :   0.048
+p-value of test                       :    0.93
+
+Anderson-Darling statistic = A2       :    1.70
+p-value of test                       :    0.14
+
+Test on the sum of all N observations
+Number of degrees of freedom          :  200
+Chi-square statistic                  :  166.90
+p-value of test                       :    0.96
+
+-----------------------------------------------
+CPU time used                    :  00:03:01.70
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_PeriodsInStrings test:
+-----------------------------------------------
+   N = 10,  n = 500000000,  r = 20,   s =   10
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.032
+p-value of test                       :    0.96
+
+Kolmogorov-Smirnov- statistic = D-    :    0.20
+p-value of test                       :    0.40
+
+Anderson-Darling statistic = A2       :    0.55
+p-value of test                       :    0.69
+
+Test on the sum of all N observations
+Number of degrees of freedom          :  200
+Chi-square statistic                  :  219.08
+p-value of test                       :    0.17
+
+-----------------------------------------------
+CPU time used                    :  00:03:05.31
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingWeight2 test:
+-----------------------------------------------
+   N = 10,  n = 1000000000,  r =  0,   s = 3,   L = 1000000
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.10
+p-value of test                       :    0.76
+
+Kolmogorov-Smirnov- statistic = D-    :    0.32
+p-value of test                       :    0.11
+
+Anderson-Darling statistic = A2       :    0.99
+p-value of test                       :    0.36
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 10000
+Chi-square statistic                  :10100.33
+p-value of test                       :    0.24
+
+-----------------------------------------------
+CPU time used                    :  00:01:07.82
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingWeight2 test:
+-----------------------------------------------
+   N = 10,  n = 1000000000,  r = 27,   s = 3,   L = 1000000
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.26
+p-value of test                       :    0.22
+
+Kolmogorov-Smirnov- statistic = D-    :    0.20
+p-value of test                       :    0.40
+
+Anderson-Darling statistic = A2       :    0.79
+p-value of test                       :    0.49
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 10000
+Chi-square statistic                  : 9925.20
+p-value of test                       :    0.70
+
+-----------------------------------------------
+CPU time used                    :  00:01:10.27
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingCorr test:
+-----------------------------------------------
+   N =  1,  n = 1000000000,  r = 10,   s = 10,   L = 30
+
+
+
+-----------------------------------------------
+Normal statistic                      :   -0.26
+p-value of test                       :    0.60
+
+-----------------------------------------------
+CPU time used                    :  00:01:23.95
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingCorr test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r = 10,   s = 10,   L = 300
+
+
+
+-----------------------------------------------
+Normal statistic                      :   -0.65
+p-value of test                       :    0.74
+
+-----------------------------------------------
+CPU time used                    :  00:01:19.06
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingCorr test:
+-----------------------------------------------
+   N =  1,  n = 100000000,  r = 10,   s = 10,   L = 1200
+
+
+
+-----------------------------------------------
+Normal statistic                      :   -0.62
+p-value of test                       :    0.73
+
+-----------------------------------------------
+CPU time used                    :  00:05:14.55
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N = 10,  n = 30000000,  r =  0,   s = 3,   L = 30,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.073
+p-value of test                       :    0.86
+
+Kolmogorov-Smirnov- statistic = D-    :    0.29
+p-value of test                       :    0.15
+
+Anderson-Darling statistic = A2       :    0.65
+p-value of test                       :    0.60
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 4890
+Chi-square statistic                  : 4953.29
+p-value of test                       :    0.26
+
+-----------------------------------------------
+CPU time used                    :  00:02:16.05
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N = 10,  n = 30000000,  r = 27,   s = 3,   L = 30,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.016
+p-value of test                       :    0.98
+
+Kolmogorov-Smirnov- statistic = D-    :    0.30
+p-value of test                       :    0.14
+
+Anderson-Darling statistic = A2       :    1.14
+p-value of test                       :    0.29
+
+Test on the sum of all N observations
+Number of degrees of freedom          : 4890
+Chi-square statistic                  : 5025.17
+p-value of test                       :    0.09
+
+-----------------------------------------------
+CPU time used                    :  00:02:15.81
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N =  1,  n = 30000000,  r =  0,   s = 4,   L = 300,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+Number of degrees of freedom          : 4117
+Chi-square statistic                  : 4024.32
+p-value of test                       :    0.85
+
+-----------------------------------------------
+CPU time used                    :  00:01:35.54
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N =  1,  n = 30000000,  r = 26,   s = 4,   L = 300,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+Number of degrees of freedom          : 4117
+Chi-square statistic                  : 4239.73
+p-value of test                       :    0.09
+
+-----------------------------------------------
+CPU time used                    :  00:01:42.07
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N =  1,  n = 10000000,  r =  0,   s = 5,   L = 1200,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+Number of degrees of freedom          : 11825
+Chi-square statistic                  :11956.93
+p-value of test                       :    0.20
+
+-----------------------------------------------
+CPU time used                    :  00:01:47.36
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_HammingIndep test:
+-----------------------------------------------
+   N =  1,  n = 10000000,  r = 25,   s = 5,   L = 1200,   d = 0
+
+
+
+Counters with expected numbers >= 10
+-----------------------------------------------
+Number of degrees of freedom          : 11825
+Chi-square statistic                  :11489.97
+p-value of test                       :    0.99
+
+-----------------------------------------------
+CPU time used                    :  00:01:52.45
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_Run test:
+-----------------------------------------------
+   N =  1,  n = 2000000000,  r =  0,   s =    3
+
+
+-----------------------------------------------
+Total number of 1 runs:  2000000000
+
+Number of degrees of freedom          :   54
+Chi2 statistic for number of runs     :   48.52
+p-value of test                       :    0.68
+
+
+-----------------------------------------------
+Total number of bits:  7999909185
+
+Normal statistic for number of bits   :   -0.72
+p-value of test                       :    0.76
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:22.26
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_Run test:
+-----------------------------------------------
+   N =  1,  n = 2000000000,  r = 27,   s =    3
+
+
+-----------------------------------------------
+Total number of 1 runs:  2000000000
+
+Number of degrees of freedom          :   54
+Chi2 statistic for number of runs     :   59.41
+p-value of test                       :    0.29
+
+
+-----------------------------------------------
+Total number of bits:  7999827633
+
+Normal statistic for number of bits   :   -1.36
+p-value of test                       :    0.91
+
+
+
+-----------------------------------------------
+CPU time used                    :  00:01:22.04
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_AutoCor test:
+-----------------------------------------------
+   N = 10,  n = 1000000030,  r =  0,   s = 3,   d = 1
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :   0.075
+p-value of test                       :    0.85
+
+Kolmogorov-Smirnov- statistic = D-    :    0.27
+p-value of test                       :    0.19
+
+Anderson-Darling statistic = A2       :    0.89
+p-value of test                       :    0.42
+
+Tests on the sum of all N observations
+Standardized normal statistic         :    1.20
+p-value of test                       :    0.11
+
+Sample variance                       :    1.38
+p-value of test                       :    0.19
+
+-----------------------------------------------
+CPU time used                    :  00:02:52.37
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_AutoCor test:
+-----------------------------------------------
+   N = 10,  n = 1000000029,  r =  0,   s = 3,   d = 3
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.13
+p-value of test                       :    0.65
+
+Kolmogorov-Smirnov- statistic = D-    :    0.16
+p-value of test                       :    0.54
+
+Anderson-Darling statistic = A2       :    0.38
+p-value of test                       :    0.86
+
+Tests on the sum of all N observations
+Standardized normal statistic         :   -0.12
+p-value of test                       :    0.55
+
+Sample variance                       :    0.92
+p-value of test                       :    0.50
+
+-----------------------------------------------
+CPU time used                    :  00:02:51.20
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_AutoCor test:
+-----------------------------------------------
+   N = 10,  n = 1000000030,  r = 27,   s = 3,   d = 1
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.14
+p-value of test                       :    0.64
+
+Kolmogorov-Smirnov- statistic = D-    :    0.17
+p-value of test                       :    0.50
+
+Anderson-Darling statistic = A2       :    0.31
+p-value of test                       :    0.93
+
+Tests on the sum of all N observations
+Standardized normal statistic         :    0.27
+p-value of test                       :    0.40
+
+Sample variance                       :    0.98
+p-value of test                       :    0.45
+
+-----------------------------------------------
+CPU time used                    :  00:02:44.45
+
+Generator state:
+N/A
+
+
+
+***********************************************************
+HOST = gaianss, Linux
+
+stdin
+
+
+sstring_AutoCor test:
+-----------------------------------------------
+   N = 10,  n = 1000000029,  r = 27,   s = 3,   d = 3
+
+
+-----------------------------------------------
+
+Kolmogorov-Smirnov+ statistic = D+    :    0.37
+p-value of test                       :    0.05
+
+Kolmogorov-Smirnov- statistic = D-    :    0.14
+p-value of test                       :    0.60
+
+Anderson-Darling statistic = A2       :    1.67
+p-value of test                       :    0.14
+
+Tests on the sum of all N observations
+Standardized normal statistic         :   -1.00
+p-value of test                       :    0.84
+
+Sample variance                       :    1.47
+p-value of test                       :    0.15
+
+-----------------------------------------------
+CPU time used                    :  00:02:22.68
+
+Generator state:
+N/A
+
+
+
+
+========= Summary results of BigCrush =========
+
+ Version:          TestU01 1.2.3
+ Generator:        stdin
+ Number of statistics:  160
+ Total CPU time:   04:39:25.77
+
+ All tests were passed
+
+
+
+# 
+# Test duration: 1382.9497930410835 minutes
+# 
diff --git a/src/site/site.xml b/src/site/site.xml
index b6e0f7a04..22fefe6b7 100644
--- a/src/site/site.xml
+++ b/src/site/site.xml
@@ -76,6 +76,7 @@
       <item name="Filters"                 href="/userguide/filter.html"/>
       <item name="Machine Learning"        href="/userguide/ml.html"/>
       <item name="Exceptions"              href="/userguide/exceptions.html"/>
+      <item name="Random Number Generators" href="/userguide/rng.html"/>
     </menu>
     
     <head>
diff --git a/src/site/xdoc/userguide/index.xml b/src/site/xdoc/userguide/index.xml
index 81bdd226f..d874581ca 100644
--- a/src/site/xdoc/userguide/index.xml
+++ b/src/site/xdoc/userguide/index.xml
@@ -183,6 +183,13 @@
             <li><a href="exceptions.html#a19.4_Features">19.4 Features</a></li>
           </ul>
         </li>
+        <li><a href="rng.html">20. Random Number Generators</a>
+          <ul>
+           <li><a href="rng.html#a20.1_Overview">20.1 Overview</a></li>
+           <li><a href="rng.html#a20.2_Performance">20.2 Performance</a></li>
+           <li><a href="rng.html#a20.3_Quality">20.3 Quality</a></li>
+          </ul>
+        </li>
         </ul>
       </section>
     
diff --git a/src/test/java/org/apache/commons/math4/rng/Providers32ParametricTest.java b/src/test/java/org/apache/commons/math4/rng/Providers32ParametricTest.java
new file mode 100644
index 000000000..0dc28b132
--- /dev/null
+++ b/src/test/java/org/apache/commons/math4/rng/Providers32ParametricTest.java
@@ -0,0 +1,64 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one or more
+ * contributor license agreements.  See the NOTICE file distributed with
+ * this work for additional information regarding copyright ownership.
+ * The ASF licenses this file to You under the Apache License, Version 2.0
+ * (the "License"); you may not use this file except in compliance with
+ * the License.  You may obtain a copy of the License at
+ *
+ *      http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package org.apache.commons.math4.rng;
+
+import java.util.Arrays;
+import org.junit.Assert;
+import org.junit.Test;
+import org.junit.runner.RunWith;
+import org.junit.runners.Parameterized;
+import org.junit.runners.Parameterized.Parameters;
+
+/**
+ * Tests which all 32-bits based generators must pass.
+ */
+@RunWith(value=Parameterized.class)
+public class Providers32ParametricTest {
+    /** RNG under test. */
+    private final UniformRandomProvider generator;
+
+    /**
+     * Initializes generator instance.
+     *
+     * @param rng RNG to be tested.
+     */
+    public Providers32ParametricTest(ProvidersList.Data data) {
+        final RandomSource source = data.getSource();
+        final Object seed = data.getSeed();
+        final Object[] args = data.getArgs();
+        generator = RandomSource.create(source, seed, args);
+    }
+
+    @Parameters(name = "{index}: data={0}")
+    public static Iterable<ProvidersList.Data[]> getList() {
+        return ProvidersList.list32();
+    }
+
+
+    @Test
+    public void testNextBytesChunks() {
+        final int[] chunkSizes = { 4, 8, 12, 16 };
+        final int[] chunks = { 1, 2, 3, 4, 5 };
+        for (int chunkSize : chunkSizes) {
+            for (int numChunks : chunks) {
+                ProvidersCommonParametricTest.checkNextBytesChunks(generator,
+                                                                   chunkSize,
+                                                                   numChunks);
+            }
+        }
+    }
+}
diff --git a/src/test/java/org/apache/commons/math4/rng/Providers64ParametricTest.java b/src/test/java/org/apache/commons/math4/rng/Providers64ParametricTest.java
new file mode 100644
index 000000000..dcacf58af
--- /dev/null
+++ b/src/test/java/org/apache/commons/math4/rng/Providers64ParametricTest.java
@@ -0,0 +1,64 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one or more
+ * contributor license agreements.  See the NOTICE file distributed with
+ * this work for additional information regarding copyright ownership.
+ * The ASF licenses this file to You under the Apache License, Version 2.0
+ * (the "License"); you may not use this file except in compliance with
+ * the License.  You may obtain a copy of the License at
+ *
+ *      http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package org.apache.commons.math4.rng;
+
+import java.util.Arrays;
+import org.junit.Assert;
+import org.junit.Test;
+import org.junit.runner.RunWith;
+import org.junit.runners.Parameterized;
+import org.junit.runners.Parameterized.Parameters;
+
+/**
+ * Tests which all 64-bits based generators must pass.
+ */
+@RunWith(value=Parameterized.class)
+public class Providers64ParametricTest {
+    /** RNG under test. */
+    private final UniformRandomProvider generator;
+
+    /**
+     * Initializes generator instance.
+     *
+     * @param rng RNG to be tested.
+     */
+    public Providers64ParametricTest(ProvidersList.Data data) {
+        final RandomSource source = data.getSource();
+        final Object seed = data.getSeed();
+        final Object[] args = data.getArgs();
+        generator = RandomSource.create(source, seed, args);
+    }
+
+    @Parameters(name = "{index}: data={0}")
+    public static Iterable<ProvidersList.Data[]> getList() {
+        return ProvidersList.list64();
+    }
+
+
+    @Test
+    public void testNextBytesChunks() {
+        final int[] chunkSizes = { 8, 16, 24 };
+        final int[] chunks = { 1, 2, 3, 4, 5 };
+        for (int chunkSize : chunkSizes) {
+            for (int numChunks : chunks) {
+                ProvidersCommonParametricTest.checkNextBytesChunks(generator,
+                                                                   chunkSize,
+                                                                   numChunks);
+            }
+        }
+    }
+}
diff --git a/src/test/java/org/apache/commons/math4/rng/ProvidersCommonParametricTest.java b/src/test/java/org/apache/commons/math4/rng/ProvidersCommonParametricTest.java
new file mode 100644
index 000000000..2e1e8f21b
--- /dev/null
+++ b/src/test/java/org/apache/commons/math4/rng/ProvidersCommonParametricTest.java
@@ -0,0 +1,667 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one or more
+ * contributor license agreements.  See the NOTICE file distributed with
+ * this work for additional information regarding copyright ownership.
+ * The ASF licenses this file to You under the Apache License, Version 2.0
+ * (the "License"); you may not use this file except in compliance with
+ * the License.  You may obtain a copy of the License at
+ *
+ *      http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package org.apache.commons.math4.rng;
+
+import java.util.Arrays;
+import java.util.List;
+import java.util.ArrayList;
+import java.util.concurrent.Callable;
+import java.io.IOException;
+import java.io.ObjectOutputStream;
+import java.io.ObjectInputStream;
+import java.io.ByteArrayOutputStream;
+import java.io.ByteArrayInputStream;
+
+import org.junit.Assert;
+import org.junit.Test;
+import org.junit.Assume;
+import org.junit.runner.RunWith;
+import org.junit.runners.Parameterized;
+import org.junit.runners.Parameterized.Parameters;
+
+import org.apache.commons.math4.exception.MathUnsupportedOperationException;
+import org.apache.commons.math4.exception.MathIllegalArgumentException;
+import org.apache.commons.math4.exception.InsufficientDataException;
+import org.apache.commons.math4.exception.OutOfRangeException;
+import org.apache.commons.math4.distribution.RealDistribution;
+import org.apache.commons.math4.distribution.UniformRealDistribution;
+import org.apache.commons.math4.stat.inference.KolmogorovSmirnovTest;
+import org.apache.commons.math4.stat.inference.ChiSquareTest;
+import org.apache.commons.math4.util.FastMath;
+import org.apache.commons.math4.rng.internal.util.NumberFactory;
+
+/**
+ * Test for tests which all generators must pass.
+ */
+@RunWith(value=Parameterized.class)
+public class ProvidersCommonParametricTest {
+    /** RNG under test. */
+    private final UniformRandomProvider generator;
+    /** RNG specifier. */
+    private final RandomSource originalSource;
+    /** Seed (constructor's first parameter). */
+    private final Object originalSeed;
+    /** Constructor's additional parameters. */
+    private final Object[] originalArgs;
+
+    /**
+     * Initializes generator instance.
+     *
+     * @param rng RNG to be tested.
+     */
+    public ProvidersCommonParametricTest(ProvidersList.Data data) {
+        originalSource = data.getSource();
+        originalSeed = data.getSeed();
+        originalArgs = data.getArgs();
+        generator = RandomSource.create(originalSource, originalSeed, originalArgs);
+    }
+
+    @Parameters(name = "{index}: data={0}")
+    public static Iterable<ProvidersList.Data[]> getList() {
+        return ProvidersList.list();
+    }
+
+
+    // Precondition tests
+
+    @Test(expected=MathIllegalArgumentException.class)
+    public void testPreconditionNextInt1() {
+        generator.nextInt(-1);
+    }
+
+    @Test(expected=MathIllegalArgumentException.class)
+    public void testPreconditionNextInt2() {
+        generator.nextInt(0);
+    }
+
+    @Test(expected=MathIllegalArgumentException.class)
+    public void testPreconditionNextLong1() {
+        generator.nextLong(-1);
+    }
+
+    @Test(expected=MathIllegalArgumentException.class)
+    public void testPreconditionNextLong2() {
+        generator.nextLong(0);
+    }
+
+    @Test(expected=OutOfRangeException.class)
+    public void testPreconditionNextBytes1() {
+        final int size = 10;
+        final int num = 1;
+        final byte[] buf = new byte[size];
+        generator.nextBytes(buf, -1, num);
+    }
+    @Test(expected=OutOfRangeException.class)
+    public void testPreconditionNextBytes2() {
+        final int size = 10;
+        final byte[] buf = new byte[size];
+        generator.nextBytes(buf, size, 0);
+    }
+    @Test(expected=OutOfRangeException.class)
+    public void testPreconditionNextBytes3() {
+        final int size = 10;
+        final int offset = 2;
+        final byte[] buf = new byte[size];
+        generator.nextBytes(buf, offset, size - offset + 1);
+    }
+    @Test(expected=OutOfRangeException.class)
+    public void testPreconditionNextBytes4() {
+        final int size = 10;
+        final int offset = 1;
+        final byte[] buf = new byte[size];
+        generator.nextBytes(buf, offset, -1);
+    }
+
+
+    // Uniformity tests
+ 
+    @Test
+    public void testUniformNextBytesFullBuffer() {
+        // Value chosen to exercise all the code lines in the
+        // "nextBytes" methods.
+        final int size = 23;
+        final byte[] buffer = new byte[size];
+
+        final Runnable nextMethod = new Runnable() {
+            @Override
+            public void run() {
+                generator.nextBytes(buffer);
+            }
+        };
+
+        final double smallAlpha = 1e-3;
+        Assert.assertTrue(isUniformNextBytes(buffer, 0, size, nextMethod, smallAlpha));
+    }
+
+    @Test
+    public void testUniformNextBytesPartialBuffer() {
+        final int totalSize = 1234;
+        final int offset = 567;
+        final int size = 89;
+
+        final byte[] buffer = new byte[totalSize];
+
+        final Runnable nextMethod = new Runnable() {
+            @Override
+            public void run() {
+                generator.nextBytes(buffer, offset, size);
+            }
+        };
+
+        // Test should pass for the part of the buffer where values are put.
+        final double smallAlpha = 1e-3;
+        Assert.assertTrue("Test can fail randomly due to sampling error with probability " + smallAlpha,
+                          isUniformNextBytes(buffer, offset, offset + size, nextMethod, smallAlpha));
+
+        // Test must fail for the parts of the buffer where no values are put.
+        final double largeAlpha = 0.5;
+        Assert.assertFalse(isUniformNextBytes(buffer, 0, offset, nextMethod, largeAlpha));
+        Assert.assertFalse(isUniformNextBytes(buffer, offset + size, buffer.length, nextMethod, largeAlpha));
+    }
+
+    @Test
+    public void testUniformNextIntegerInRange() {
+        checkNextIntegerInRange(4, 1000);
+        checkNextIntegerInRange(10, 1000);
+        checkNextIntegerInRange(12, 1000);
+        checkNextIntegerInRange(31, 1000);
+        checkNextIntegerInRange(32, 1000);
+        checkNextIntegerInRange(2016128993, 1000);
+        checkNextIntegerInRange(1834691456, 1000);
+        checkNextIntegerInRange(869657561, 1000);
+        checkNextIntegerInRange(1570504788, 1000);
+    }
+
+    @Test
+    public void testUniformNextLongInRange() {
+        checkNextLongInRange(4, 1000);
+        checkNextLongInRange(11, 1000);
+        checkNextLongInRange(19, 1000);
+        checkNextLongInRange(31, 1000);
+        checkNextLongInRange(32, 1000);
+
+        final long q = Long.MAX_VALUE / 4;
+        checkNextLongInRange(q, 1000);
+        checkNextLongInRange(2 * q, 1000);
+        checkNextLongInRange(3 * q, 1000);
+    }
+
+    @Test
+    public void testUniformNextFloat() {
+        final double[] sample = new double[1000];
+        for (int i = 0; i < sample.length; i++) {
+            sample[i] = generator.nextFloat();
+        }
+        final RealDistribution uniformDistribution = new UniformRealDistribution(0, 1);
+        final KolmogorovSmirnovTest ks = new KolmogorovSmirnovTest();
+        Assert.assertFalse(generator.toString(),
+                           ks.kolmogorovSmirnovTest(uniformDistribution, sample, 0.01));
+    }
+
+    @Test
+    public void testUniformNextDouble() {
+        final double[] sample = new double[1000];
+        for (int i = 0; i < sample.length; i++) {
+            sample[i] = generator.nextDouble();
+        }
+        final RealDistribution uniformDistribution = new UniformRealDistribution(0, 1);
+        final KolmogorovSmirnovTest ks = new KolmogorovSmirnovTest();
+        Assert.assertFalse(generator.toString(),
+                           ks.kolmogorovSmirnovTest(uniformDistribution, sample, 0.01));
+    }
+
+    @Test
+    public void testUniformNextIntRandomWalk() {
+        final Callable<Boolean> nextMethod = new Callable<Boolean>() {
+            @Override
+            public Boolean call() throws Exception {
+                return generator.nextInt() >= 0;
+            }
+        };
+
+        checkRandomWalk(1000, nextMethod);
+    }
+
+    @Test
+    public void testUniformNextLongRandomWalk() {
+        final Callable<Boolean> nextMethod = new Callable<Boolean>() {
+            @Override
+            public Boolean call() throws Exception {
+                return generator.nextLong() >= 0;
+            }
+        };
+
+        checkRandomWalk(1000, nextMethod);
+    }
+
+    @Test
+    public void testUniformNextBooleanRandomWalk() {
+        final Callable<Boolean> nextMethod = new Callable<Boolean>() {
+            @Override
+            public Boolean call() throws Exception {
+                return generator.nextBoolean();
+            }
+        };
+
+        checkRandomWalk(1000, nextMethod);
+    }
+
+    // Seeding tests.
+
+    @Test(expected=MathUnsupportedOperationException.class)
+    public void testUnsupportedSeedType() {
+        final byte seed = 123;
+        RandomSource.create(originalSource, seed, originalArgs);
+    }
+
+    @Test
+    public void testAllSeedTypes() {
+        final Integer intSeed = -12131415;
+        final Long longSeed = -1213141516171819L;
+        final int[] intArraySeed = new int[] { 0, 11, -22, 33, -44, 55, -66, 77, -88, 99 };
+        final long[] longArraySeed = new long[] { 11111L, -222222L, 3333333L, -44444444L };
+
+        final Object[] seeds = new Object[] { intSeed, longSeed, intArraySeed, longArraySeed };
+
+        int nonNativeSeedCount = 0;
+        int seedCount = 0;
+        for (Object s : seeds) {
+            ++seedCount;
+            if (!(originalSource.isNativeSeed(s))) {
+                ++nonNativeSeedCount;
+            }
+
+            Assert.assertNotEquals(intSeed, originalSeed);
+            RandomSource.create(originalSource, s, originalArgs);
+        }
+
+        Assert.assertEquals(4, seedCount);
+        Assert.assertEquals(3, nonNativeSeedCount);
+    }
+
+    // State save and restore tests.
+
+    @Test
+    public void testStateSettable() {
+        // Should be fairly large in order to ensure that all the internal
+        // state is away from its initial settings.
+        final int n = 10000;
+
+        // Save.
+        final RandomSource.State state = RandomSource.saveState(generator);
+        // Store some values.
+        final List<Number> listOrig = makeList(n);
+        // Discard a few more.
+        final List<Number> listDiscard = makeList(n);
+        Assert.assertTrue(listDiscard.size() != 0);
+        Assert.assertFalse(listOrig.equals(listDiscard));
+        // Reset.
+        RandomSource.restoreState(generator, state);
+        // Replay.
+        final List<Number> listReplay = makeList(n);
+        Assert.assertFalse(listOrig == listReplay);
+        // Check that the restored state is the same as the orginal.
+        Assert.assertTrue(listOrig.equals(listReplay));
+    }
+
+    @Test
+    public void testSerializedState()
+        throws IOException,
+               ClassNotFoundException {
+        // Large "n" is not necessary here as we only test the serialization.
+        final int n = 100;
+
+        // Save and serialize.
+        final RandomSource.State stateOrig = RandomSource.saveState(generator);
+        ByteArrayOutputStream bos = new ByteArrayOutputStream();
+        ObjectOutputStream oos = new ObjectOutputStream(bos);
+        oos.writeObject(stateOrig);
+
+        // Store some values.
+        final List<Number> listOrig = makeList(n);
+
+        // Discard a few more.
+        final List<Number> listDiscard = makeList(n);
+        Assert.assertTrue(listDiscard.size() != 0);
+        Assert.assertFalse(listOrig.equals(listDiscard));
+
+        // Retrieve from serialized stream.
+        ByteArrayInputStream bis = new ByteArrayInputStream(bos.toByteArray());
+        ObjectInputStream ois = new ObjectInputStream(bis);
+        final RandomSource.State stateNew = (RandomSource.State) ois.readObject();
+
+        Assert.assertTrue(stateOrig != stateNew);
+
+        // Reset.
+        RandomSource.restoreState(generator, stateNew);
+
+        // Replay.
+        final List<Number> listReplay = makeList(n);
+        Assert.assertFalse(listOrig == listReplay);
+
+        // Check that the serialized data recreated the orginal state.
+        Assert.assertTrue(listOrig.equals(listReplay));
+    }
+
+    @Test(expected=ClassCastException.class)
+    public void testStateWrongClass() {
+        // Try to restore with an invalid state.
+        RandomSource.restoreState(generator, new RandomSource.State() {});
+    }
+
+    @Test(expected=InsufficientDataException.class)
+    public void testStateWrongSize() {
+        // We don't know what is the state of "java.lang.Random": skipping.
+        Assume.assumeTrue(generator.toString().indexOf("JDKRandom") == -1);
+
+        final RandomSource.State state = RandomSource.saveState(new DummyGenerator());
+        // Try to restore with an invalid state (wrong size).
+        RandomSource.restoreState(generator, state);
+    }
+
+    ///// Support methods below.
+
+    /**
+     * Populates a list with random numbers.
+     *
+     * @param n Loop counter.
+     * @return a list containing {@code 11 * n} random numbers.
+     */
+    private List<Number> makeList(int n) {
+        final List<Number> list = new ArrayList<Number>();
+
+        for (int i = 0; i < n; i++) {
+            // Append 11 values.
+            list.add(generator.nextInt());
+            list.add(generator.nextInt(21));
+            list.add(generator.nextInt(436));
+            list.add(generator.nextLong());
+            list.add(generator.nextLong(157894));
+            list.add(generator.nextLong(5745833));
+            list.add(generator.nextFloat());
+            list.add(generator.nextFloat());
+            list.add(generator.nextDouble());
+            list.add(generator.nextDouble());
+            list.add(generator.nextDouble());
+        }
+
+        return list;
+    }
+
+    /**
+     * Checks that the generator values can be placed into 256 bins with
+     * approximately equal number of counts.
+     * Test allows to select only part of the buffer for performong the
+     * statistics.
+     *
+     * @param buffer Buffer to be filled.
+     * @param first First element (included) of {@code buffer} range for
+     * which statistics must be taken into account.
+     * @param last Last element (excluded) of {@code buffer} range for
+     * which statistics must be taken into account.
+     * for which statistics must be taken into account.
+     * @param nextMethod Method that fills the given {@code buffer}.
+     * @param alpha Probability for chi-square test.
+     * @return {@code true} if the distribution is uniform.
+     */
+    private boolean isUniformNextBytes(byte[] buffer,
+                                       int first,
+                                       int last,
+                                       Runnable nextMethod,
+                                       double alpha) {
+        final int sampleSize = 100000;
+
+        // Number of possible values.
+        final int byteRange = 256;
+        // To transform a byte value into its bin index.
+        final int byteRangeOffset = 128;
+
+        // Bins.
+        final long[] count = new long[byteRange];
+        final double[] expected = new double[byteRange];
+
+        for (int i = 0; i < byteRange; i++) {
+            expected[i] = sampleSize / (double) byteRange;
+        }
+
+        try {
+            for (int k = 0; k < sampleSize; k++) {
+                nextMethod.run();
+
+                for (int i = first; i < last; i++) {
+                    final byte b = buffer[i];
+                    ++count[b + byteRangeOffset];
+                }
+            }
+        } catch (Exception e) {
+            // Should never happen.
+            throw new RuntimeException("Unexpected");
+        }
+
+        final boolean reject = new ChiSquareTest().chiSquareTest(expected, count, alpha);
+        return !reject;
+    }
+
+    /**
+     * Checks that the generator values can be placed into 2 bins with
+     * approximately equal number of counts.
+     * The test uses the expectation from a fixed-step "random walk".
+     *
+     * @param nextMethod Method that returns {@code true} if the generated
+     * values are to be placed in the first bin, {@code false} if it must
+     * go to the second bin.
+     */
+    private void checkRandomWalk(int sampleSize,
+                                 Callable<Boolean> nextMethod) {
+        int walk = 0;
+
+        try {
+            for (int k = 0; k < sampleSize; ++k) {
+                if (nextMethod.call()) {
+                    ++walk;
+                } else {
+                    --walk;
+                }
+            }
+        } catch (Exception e) {
+            // Should never happen.
+            throw new RuntimeException("Unexpected");
+        }
+
+        final double actual = FastMath.abs(walk);
+        final double max = FastMath.sqrt(sampleSize) * 2.576;
+        Assert.assertTrue(generator + ": Walked too far astray: " + actual +
+                          " > " + max +
+                          " (test will fail randomly about 1 in 100 times)",
+                          actual < max);
+    }
+
+    /**
+     * Tests uniformity of the distribution produced by the {@code nextInt(int)}.
+     *
+     * @param max Upper bound.
+     * @param sampleSize Number of random values generated.
+     */
+    private void checkNextIntegerInRange(final int max,
+                                         int sampleSize) {
+        final Callable<Integer> nextMethod = new Callable<Integer>() {
+            @Override
+            public Integer call() throws Exception {
+                return generator.nextInt(max);
+            }
+        };
+
+        checkNextInRange(max, sampleSize, nextMethod);
+    }
+
+    /**
+     * Tests uniformity of the distribution produced by the {@code nextLong(long)}.
+     *
+     * @param max Upper bound.
+     * @param sampleSize Number of random values generated.
+     */
+    private void checkNextLongInRange(final long max,
+                                      int sampleSize) {
+        final Callable<Long> nextMethod = new Callable<Long>() {
+            @Override
+            public Long call() throws Exception {
+                return generator.nextLong(max);
+            }
+        };
+
+        checkNextInRange(max, sampleSize, nextMethod);
+    }
+
+    /**
+     * Tests uniformity of the distribution produced by the given
+     * {@code nextMethod}.
+     * It performs a chi-square test of homogeneity of the observed
+     * distribution with the expected uniform distribution.
+     * Tests are performed at the 1% level and an average failure rate
+     * higher than 2% (i.e. more than 20 null hypothesis rejections)
+     * causes the test case to fail.
+     *
+     * @param max Upper bound.
+     * @param nextMethod method to call (either "nextInt(max)"
+     * @param sampleSize Number of random values generated.
+     */
+    private <T extends Number> void checkNextInRange(T max,
+                                                     int sampleSize,
+                                                     Callable<T> nextMethod) {
+        final ChiSquareTest testStatistic = new ChiSquareTest();
+        final int numTests = 1000;
+        final long n = max.longValue();
+
+        // Set up bins.
+        long[] binUpperBounds;
+        if (n < 32) {
+            binUpperBounds = new long[(int) n];
+            for (int k = 0; k < n; k++) {
+                binUpperBounds[k] = k + 1;
+            }
+        } else {
+            final int numBins = 10;
+            binUpperBounds = new long[numBins];
+            final long step = n / numBins;
+            for (int k = 0; k < numBins; k++) {
+                binUpperBounds[k] = (k + 1) * step;
+            }
+        }
+
+        // Run the tests.
+        int numFailures = 0;
+
+        final int binCount = binUpperBounds.length;
+        final long[] observed = new long[binCount];
+        final double[] expected = new double[binCount];
+
+        long previousUpperBound = 0;
+        for (int k = 0; k < binCount; k++) {
+            final long range = binUpperBounds[k] - previousUpperBound;
+            expected[k] = sampleSize * (range / (double) n);
+            previousUpperBound = binUpperBounds[k];
+        }
+
+        try {
+            for (int i = 0; i < numTests; i++) {
+                Arrays.fill(observed, 0);
+                for (int j = 0; j < sampleSize; j++) {
+                    final long value = nextMethod.call().longValue();
+                    Assert.assertTrue("Range", (value >= 0) && (value < n));
+
+                    for (int k = 0; k < binCount; k++) {
+                        if (value < binUpperBounds[k]) {
+                            ++observed[k];
+                            break;
+                        }
+                    }
+                }
+            }
+        } catch (Exception e) {
+            // Should never happen.
+            throw new RuntimeException("Unexpected");
+        }
+
+        if (testStatistic.chiSquareTest(expected, observed) < 0.01) {
+            ++numFailures;
+        }
+
+        if ((double) numFailures / (double) numTests > 0.02) {
+            Assert.fail(generator + ": Too many failures for n = " + n +
+                        " (" + numFailures + " out of " + numTests + " tests failed)");
+        }
+    }
+
+    /**
+     * @param rng Generator.
+     * @param chunkSize Size of the small buffer.
+     * @param numChunks Number of chunks that make the large buffer.
+     */
+    static void checkNextBytesChunks(UniformRandomProvider rng,
+                                     int chunkSize,
+                                     int numChunks) {
+        final byte[] b1 = new byte[chunkSize * numChunks];
+        final byte[] b2 = new byte[chunkSize];
+
+        final RandomSource.State state = RandomSource.saveState(rng);
+
+        // Generate the chunks in a single call.
+        rng.nextBytes(b1);
+
+        // Reset to previous state.
+        RandomSource.restoreState(rng, state);
+
+        // Generate the chunks in consecutive calls.
+        for (int i = 0; i < numChunks; i++) {
+            rng.nextBytes(b2);
+        }
+
+        // Store last "chunkSize" bytes of b1 into b3.
+        final byte[] b3 = new byte[chunkSize];
+        System.arraycopy(b1, b1.length - b3.length, b3, 0, b3.length);
+
+        // Sequence of calls must be the same.
+        Assert.assertArrayEquals("chunkSize=" + chunkSize + " numChunks=" + numChunks,
+                                 b2, b3);
+    }
+}
+
+/**
+ * Dummy class for checking that restoring fails when an invalid state is used.
+ */
+class DummyGenerator extends org.apache.commons.math4.rng.internal.source32.IntProvider {
+    /** State. */
+    private int state;
+
+    /** {@inheritDoc} */
+    @Override
+    public int next() {
+        return 4; // https://www.xkcd.com/221/
+    }
+
+    /** {@inheritDoc} */
+    @Override
+    protected byte[] getStateInternal() {
+        return NumberFactory.makeByteArray(state);
+    }
+
+    /** {@inheritDoc} */
+    @Override
+    protected void setStateInternal(byte[] s) {
+        state = NumberFactory.makeInt(s);
+    }
+}
diff --git a/src/test/java/org/apache/commons/math4/rng/ProvidersList.java b/src/test/java/org/apache/commons/math4/rng/ProvidersList.java
new file mode 100644
index 000000000..4a09ed288
--- /dev/null
+++ b/src/test/java/org/apache/commons/math4/rng/ProvidersList.java
@@ -0,0 +1,157 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one or more
+ * contributor license agreements.  See the NOTICE file distributed with
+ * this work for additional information regarding copyright ownership.
+ * The ASF licenses this file to You under the Apache License, Version 2.0
+ * (the "License"); you may not use this file except in compliance with
+ * the License.  You may obtain a copy of the License at
+ *
+ *      http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package org.apache.commons.math4.rng;
+
+import java.util.Arrays;
+import java.util.List;
+import java.util.ArrayList;
+import java.util.Collections;
+
+/**
+ * The purpose of this class is to provide the list of all generators
+ * implemented in the library.
+ * The list must be updated with each new RNG implementation.
+ *
+ * @see #list()
+ * @see #list32()
+ * @see #list64()
+ */
+public class ProvidersList {
+    /** List of all RNGs implemented in the library. */
+    private static final List<Data[]> LIST = new ArrayList<>();
+    /** List of 32-bits based RNGs. */
+    private static final List<Data[]> LIST32 = new ArrayList<>();
+    /** List of 64-bits based RNGs. */
+    private static final List<Data[]> LIST64 = new ArrayList<>();
+
+    static {
+        try {
+            // "int"-based RNGs.
+            add(LIST32, RandomSource.JDK, -122333444455555L);
+            add(LIST32, RandomSource.MT, new int[] { -123, -234, -345 });
+            add(LIST32, RandomSource.WELL_512_A, new int[] { -23, -34, -45 });
+            add(LIST32, RandomSource.WELL_1024_A, new int[] { -1234, -2345, -3456 });
+            add(LIST32, RandomSource.WELL_19937_A, new int[] { -2123, -3234, -4345 });
+            add(LIST32, RandomSource.WELL_19937_C, new int[] { -123, -234, -345, -456 });
+            add(LIST32, RandomSource.WELL_44497_A, new int[] { -12345, -23456, -34567 });
+            add(LIST32, RandomSource.WELL_44497_B, new int[] { 123, 234, 345 });
+            add(LIST32, RandomSource.ISAAC, new int[] { 123, -234, 345, -456 });
+            // ... add more here.
+
+            // "long"-based RNGs.
+            add(LIST64, RandomSource.SPLIT_MIX_64, -988777666655555L);
+            add(LIST64, RandomSource.XOR_SHIFT_1024_S, new long[] { 123456L, 234567L, -345678L });
+            add(LIST64, RandomSource.TWO_CMRES, 55443322);
+            add(LIST64, RandomSource.TWO_CMRES_SELECT, -987654321, 5, 8);
+            add(LIST64, RandomSource.MT_64, new long[] { 1234567L, 2345678L, -3456789L });
+            // ... add more here.
+
+            // Do not modify the remaining statements.
+            // Complete list.
+            LIST.addAll(LIST32);
+            LIST.addAll(LIST64);
+        } catch (Exception e) {
+            System.err.println("Unexpected exception while creating the list of generators: " + e);
+            e.printStackTrace(System.err);
+            throw e;
+        }
+    }
+
+    /**
+     * Class contains only static methods.
+     */
+    private ProvidersList() {}
+
+    /**
+     * Helper to statisfy Junit requirement that each parameter set contains
+     * the same number of objects.
+     */
+    private static void add(List<Data[]> list,
+                            RandomSource source,
+                            Object ... data) {
+        final RandomSource rng = source;
+        final Object seed = data.length > 0 ? data[0] : null;
+        final Object[] args = data.length > 1 ? Arrays.copyOfRange(data, 1, data.length) : null;
+
+        list.add(new Data[] { new Data(rng, seed, args) });
+    }
+
+    /**
+     * Subclasses that are "parametric" tests can forward the call to
+     * the "@Parameters"-annotated method to this method.
+     *
+     * @return the list of all generators.
+     */
+    public static Iterable<Data[]> list() {
+        return Collections.unmodifiableList(LIST);
+    }
+
+    /**
+     * Subclasses that are "parametric" tests can forward the call to
+     * the "@Parameters"-annotated method to this method.
+     *
+     * @return the list of 32-bits based generators.
+     */
+    public static Iterable<Data[]> list32() {
+        return Collections.unmodifiableList(LIST32);
+    }
+
+    /**
+     * Subclasses that are "parametric" tests can forward the call to
+     * the "@Parameters"-annotated method to this method.
+     *
+     * @return the list of 32-bits based generators.
+     */
+    public static Iterable<Data[]> list64() {
+        return Collections.unmodifiableList(LIST64);
+    }
+
+    /**
+     * Helper.
+     * Better not to mix Junit assumptions of the usage of "Object[]".
+     */
+    public static class Data {
+        private final RandomSource source;
+        private final Object seed;
+        private final Object[] args;
+
+        public Data(RandomSource source,
+                    Object seed,
+                    Object[] args) {
+            this.source = source;
+            this.seed = seed;
+            this.args = args;
+        }
+
+        public RandomSource getSource() {
+            return source;
+        }
+
+        public Object getSeed() {
+            return seed;
+        }
+
+        public Object[] getArgs() {
+            return args == null ? null : Arrays.copyOf(args, args.length);
+        }
+
+        @Override
+        public String toString() {
+            return source.toString() + " seed=" + seed + " args=" + Arrays.toString(args);
+        }
+    }
+}
diff --git a/src/test/java/org/apache/commons/math4/rng/internal/source32/ISAACRandomTest.java b/src/test/java/org/apache/commons/math4/rng/internal/source32/ISAACRandomTest.java
new file mode 100644
index 000000000..d7d63410d
--- /dev/null
+++ b/src/test/java/org/apache/commons/math4/rng/internal/source32/ISAACRandomTest.java
@@ -0,0 +1,389 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one or more
+ * contributor license agreements.  See the NOTICE file distributed with
+ * this work for additional information regarding copyright ownership.
+ * The ASF licenses this file to You under the Apache License, Version 2.0
+ * (the "License"); you may not use this file except in compliance with
+ * the License.  You may obtain a copy of the License at
+ *
+ *      http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package org.apache.commons.math4.rng.internal.source32;
+
+import org.junit.Assert;
+import org.junit.Test;
+
+public final class ISAACRandomTest {
+    private static final int[] SEED_1 = {
+        0x00000000, 0x00000000, 0x00000000, 0x00000000, 0x00000000, 0x00000000, 0x00000000, 0x00000000,
+        0x00000000, 0x00000000, 0x00000000, 0x00000000, 0x00000000, 0x00000000, 0x00000000, 0x00000000,
+        0x00000000, 0x00000000, 0x00000000, 0x00000000, 0x00000000, 0x00000000, 0x00000000, 0x00000000,
+        0x00000000, 0x00000000, 0x00000000, 0x00000000, 0x00000000, 0x00000000, 0x00000000, 0x00000000,
+        0x00000000, 0x00000000, 0x00000000, 0x00000000, 0x00000000, 0x00000000, 0x00000000, 0x00000000,
+        0x00000000, 0x00000000, 0x00000000, 0x00000000, 0x00000000, 0x00000000, 0x00000000, 0x00000000,
+        0x00000000, 0x00000000, 0x00000000, 0x00000000, 0x00000000, 0x00000000, 0x00000000, 0x00000000,
+        0x00000000, 0x00000000, 0x00000000, 0x00000000, 0x00000000, 0x00000000, 0x00000000, 0x00000000,
+        0x00000000, 0x00000000, 0x00000000, 0x00000000, 0x00000000, 0x00000000, 0x00000000, 0x00000000,
+        0x00000000, 0x00000000, 0x00000000, 0x00000000, 0x00000000, 0x00000000, 0x00000000, 0x00000000,
+        0x00000000, 0x00000000, 0x00000000, 0x00000000, 0x00000000, 0x00000000, 0x00000000, 0x00000000,
+        0x00000000, 0x00000000, 0x00000000, 0x00000000, 0x00000000, 0x00000000, 0x00000000, 0x00000000,
+        0x00000000, 0x00000000, 0x00000000, 0x00000000, 0x00000000, 0x00000000, 0x00000000, 0x00000000,
+        0x00000000, 0x00000000, 0x00000000, 0x00000000, 0x00000000, 0x00000000, 0x00000000, 0x00000000,
+        0x00000000, 0x00000000, 0x00000000, 0x00000000, 0x00000000, 0x00000000, 0x00000000, 0x00000000,
+        0x00000000, 0x00000000, 0x00000000, 0x00000000, 0x00000000, 0x00000000, 0x00000000, 0x00000000,
+        0x00000000, 0x00000000, 0x00000000, 0x00000000, 0x00000000, 0x00000000, 0x00000000, 0x00000000,
+        0x00000000, 0x00000000, 0x00000000, 0x00000000, 0x00000000, 0x00000000, 0x00000000, 0x00000000,
+        0x00000000, 0x00000000, 0x00000000, 0x00000000, 0x00000000, 0x00000000, 0x00000000, 0x00000000,
+        0x00000000, 0x00000000, 0x00000000, 0x00000000, 0x00000000, 0x00000000, 0x00000000, 0x00000000,
+        0x00000000, 0x00000000, 0x00000000, 0x00000000, 0x00000000, 0x00000000, 0x00000000, 0x00000000,
+        0x00000000, 0x00000000, 0x00000000, 0x00000000, 0x00000000, 0x00000000, 0x00000000, 0x00000000,
+        0x00000000, 0x00000000, 0x00000000, 0x00000000, 0x00000000, 0x00000000, 0x00000000, 0x00000000,
+        0x00000000, 0x00000000, 0x00000000, 0x00000000, 0x00000000, 0x00000000, 0x00000000, 0x00000000,
+        0x00000000, 0x00000000, 0x00000000, 0x00000000, 0x00000000, 0x00000000, 0x00000000, 0x00000000,
+        0x00000000, 0x00000000, 0x00000000, 0x00000000, 0x00000000, 0x00000000, 0x00000000, 0x00000000,
+        0x00000000, 0x00000000, 0x00000000, 0x00000000, 0x00000000, 0x00000000, 0x00000000, 0x00000000,
+        0x00000000, 0x00000000, 0x00000000, 0x00000000, 0x00000000, 0x00000000, 0x00000000, 0x00000000,
+        0x00000000, 0x00000000, 0x00000000, 0x00000000, 0x00000000, 0x00000000, 0x00000000, 0x00000000,
+        0x00000000, 0x00000000, 0x00000000, 0x00000000, 0x00000000, 0x00000000, 0x00000000, 0x00000000,
+        0x00000000, 0x00000000, 0x00000000, 0x00000000, 0x00000000, 0x00000000, 0x00000000, 0x00000000,
+        0x00000000, 0x00000000, 0x00000000, 0x00000000, 0x00000000, 0x00000000, 0x00000000, 0x00000000
+    };
+
+    private static final int[] SEED_2 = {
+        0x61b12894, 0x4a43da95, 0x03e4d8c5, 0xd92e174f, 0xe8998d71, 0x0ecaaa89, 0xaba8a61d, 0xcfd457fc,
+        0xbf25f0a7, 0xe05b20a9, 0xdc744513, 0x9a3eb193, 0x1b69542b, 0xedb0890d, 0xca6b233d, 0xfcabf357,
+        0x297e95f0, 0x1a6c456f, 0x0e3738b0, 0x1c0517f2, 0xcfd105bd, 0x3b7c39eb, 0x141804e9, 0x8a13a0d1,
+        0x3e57cf5c, 0x35471206, 0x00115ef6, 0x3424ec23, 0x2a6a63a7, 0x4cecb3e8, 0xecb4d341, 0x63d25ac1,
+        0x8b68eafd, 0x0eca65b4, 0xd8354668, 0xb37b1ff8, 0x82e80ce3, 0x4c212f9c, 0x58d82d5f, 0x47f36348,
+        0x5bd88987, 0xf77ac66e, 0x75ff93ee, 0xef763453, 0x9705f8b6, 0x64e44649, 0x84f03338, 0x902120e9,
+        0x5350212e, 0x34f466f8, 0x97f96d0e, 0x7f1db8f0, 0x15879833, 0xefee14b4, 0xda25520a, 0x81c0dd7c,
+        0xa20bb729, 0x2fd76844, 0x1b522548, 0xf394565d, 0xabff5f1b, 0x38eaf2e7, 0x364a6ccf, 0x8ed5e169,
+        0xe76aae18, 0x0e4c0b62, 0x68356792, 0x8bc4aa83, 0x31546e69, 0xa6d04441, 0x2abef1df, 0xa40a164e,
+        0x8a8d00ba, 0x32b38dba, 0x6f66a7c6, 0x493b0c84, 0xd86846f0, 0x50d50178, 0x26a7e67c, 0x97802153,
+        0xf35f4ad3, 0x4b54b54e, 0x35bcaef1, 0xc3ed09d6, 0xc127bc55, 0xb2e34ea4, 0x8d674133, 0xed82f03d,
+        0xa8443b28, 0x30bf4bd9, 0x6748419c, 0x155eb313, 0xb17c85da, 0xcd0d8014, 0xf1e95740, 0x5e769ed2,
+        0xf8fa5819, 0x3bd0d93a, 0xa46eaf3f, 0x90f5ae2c, 0x912aa83d, 0x66995d3d, 0x8359b2a9, 0x64534b93,
+        0x1fa38094, 0x89fde50c, 0xef925ef5, 0x4edf2287, 0xc6e82b2b, 0x99812c32, 0x53f6fe01, 0xf104263f,
+        0xbc5d8b8e, 0x6f23f102, 0xb6cc174d, 0xb47b2421, 0xdb083f26, 0xd67a1f25, 0x4f4b0c50, 0x86fca924,
+        0x442036ba, 0x0d7dba08, 0xf6d89c1e, 0x65c9e28e, 0xd689fafc, 0x47f7ae9b, 0x3cb86674, 0x798dc4ce,
+        0x62a2d235, 0x73912420, 0x276ef9b4, 0x50deb689, 0x40b6b744, 0x84d79856, 0x86e5f0c6, 0x835a552b,
+        0xeb73ff95, 0xe428e392, 0x1d60bf15, 0x9ad09e35, 0x783e60ae, 0xb42feb61, 0x028a0343, 0x90febcfc,
+        0xdffb01c8, 0x1087ab1e, 0x84d8a8f9, 0xe5433763, 0x897548cc, 0xb4075ece, 0xd0a5a727, 0x0a84da19,
+        0x0f33964b, 0x5634a097, 0xb7cbac77, 0xe50340eb, 0x93f0ce63, 0x0c743ed4, 0xf6f6f015, 0x30f74cca,
+        0xbb0306a7, 0x3d037943, 0x22f2979e, 0x3591b2c3, 0x9a772e24, 0x5c5812fa, 0x9e733c8a, 0xaae1c943,
+        0xd0b7d924, 0x56b9c463, 0xfaedb557, 0x139b7aa5, 0xe173f123, 0x2d0686a2, 0x03cd0bef, 0x4f47c01e,
+        0x4cf9fb83, 0xba9d433e, 0x95a620d5, 0x62b67429, 0xe836067d, 0x606bc5f7, 0x36af81e2, 0xae0b8b30,
+        0x38ffe5fa, 0xb548228b, 0xc2a25bcb, 0x4ba139ee, 0xab214ad7, 0x66ef4f50, 0x5f8787fa, 0xcb5982b1,
+        0xdbb48ff8, 0x14eaa914, 0xe0874168, 0x3e578246, 0x488c1c11, 0x982039a2, 0xde096b35, 0xa420fb41,
+        0x197a1b67, 0x16eabc59, 0x0e689585, 0x24db72b7, 0xf89878c3, 0x04a5e854, 0x3346da02, 0xb4bb6a04,
+        0x278a0dd4, 0x7bb6e224, 0x92e219c3, 0x595f8a33, 0xedd87ae6, 0xa313cc9f, 0x385c1d3a, 0x0a8b1db5,
+        0xb192379d, 0x3a0be0eb, 0xb8ba269b, 0x1f0c62a5, 0x56307342, 0x8fc9ac94, 0xec91a232, 0xa7b8d3db,
+        0xfbf43a60, 0xa773463e, 0x72d5a4d1, 0x8ddf1755, 0x27da39bb, 0xa8d4668a, 0xd2f3bbfc, 0xa188d6af,
+        0x82ed668e, 0xb45f0032, 0xcdfd4ca0, 0x14e5a80d, 0x456594bc, 0x68efcdd5, 0x7dbf1f9d, 0x74599699,
+        0xfc8639e8, 0x4139e791, 0x9c06921a, 0xc5121d36, 0xd15b9425, 0x0670dca7, 0xbc60c353, 0xaa49e487,
+        0xa7cb5854, 0xd06ddbdb, 0xcb4be0d2, 0x8391ab98, 0xc750d7bf, 0x365340b1, 0x264677c7, 0xb76075a4
+    };
+
+    /**
+     * The output sequence generated by reference ISAAC algorithm in C language.
+     * For initial seeding is used SEED_1 data array.
+     * 1024 signed 32-bit integers in hexadecimal representation.
+     */
+    private static final int[] EXPECTED_SEQUENCE_1 = {
+        0x182600f3, 0x300b4a8d, 0x301b6622, 0xb08acd21, 0x296fd679, 0x995206e9, 0xb3ffa8b5, 0x0fc99c24,
+        0x5f071faf, 0x52251def, 0x894f41c2, 0xcc4c9afb, 0x96c33f74, 0x347cb71d, 0xc90f8fbd, 0xa658f57a,
+        0xc5c29e18, 0x6249fa29, 0xbae16ffa, 0x25c871bd, 0xf4c75e24, 0x5ab3eab9, 0xac450b8f, 0x1629cfa4,
+        0x0016e86f, 0xf27c4d0d, 0x67648b17, 0x05c04fce, 0x44d3ff79, 0xc6acd20f, 0x472fd994, 0x842131c4,
+        0xead4a900, 0xc01eda0d, 0x9e604c7b, 0xfb8a0e99, 0x02e17b6f, 0xe8b4f627, 0xc7041eae, 0x42d19cd7,
+        0xa358eb94, 0x19ca2158, 0x6be6ce81, 0x4b90a4de, 0x26f0774d, 0x4e83930a, 0x2492d476, 0xb97ffabe,
+        0x675cc8ae, 0x4cfdd254, 0x5d3c00ea, 0x7bba5ead, 0x6f461810, 0xbef63eea, 0x72eb767b, 0xed6e963b,
+        0xb026016d, 0x17cb7ebf, 0xa7dc6e56, 0xf460bdf1, 0x1ffe0e04, 0x902b347d, 0x02c0d8ab, 0x98cb3f8b,
+        0x6f359a39, 0x9521825f, 0x9026d97e, 0xde342516, 0x890a740c, 0x0f2969e4, 0x2e7ea9ed, 0x394b8a4f,
+        0x1bdf1fd0, 0x15d565b4, 0xbaf0406d, 0x4dac20db, 0x03359832, 0xe34802d5, 0xcc5fff02, 0x0935ad6e,
+        0x7c53c9b2, 0xb10b5d29, 0x4fbb94be, 0xd7e48546, 0xb7cfa23c, 0x7f081c9a, 0xe099baf1, 0x9c7dc323,
+        0xb831ad14, 0x5b563101, 0xfa55319b, 0x060ded54, 0xc5418124, 0x765f0dba, 0x1ad3d9d5, 0x3f07ec49,
+        0xdd5e06c6, 0xc230e2ac, 0xc6ba1971, 0x9cc17bcc, 0x10b22a22, 0x7dfc8c7f, 0xb3310333, 0x205530ee,
+        0xdbf38a8f, 0x003a02f5, 0x007e96a3, 0x36658201, 0x08dfd64f, 0x6275acf3, 0x3d29669b, 0x6b2f4538,
+        0xb0cc336b, 0x1d3043eb, 0x1ad1d764, 0x4c655b84, 0x7a725bb2, 0xb3fc5c66, 0x80b4b915, 0xb2cbd9e4,
+        0x2992dfc6, 0xdf8be548, 0xb310d06e, 0x436385c6, 0x44d6e893, 0x44c4d79d, 0xe3bb2064, 0xe41ea465,
+        0x3ff4cc70, 0x9d21ac42, 0x672c3725, 0xa43a1d02, 0xfd84b19b, 0x5b6fb132, 0x4af40896, 0xe15000a6,
+        0x7cab12f6, 0x8b8e753c, 0xfb253454, 0x359ac366, 0x67822b45, 0x290a1140, 0xade6e428, 0x6095efcb,
+        0x99d8d9e6, 0xa5b5981d, 0x332c95d6, 0xaf5cfcab, 0x161f5ca6, 0x1844cee2, 0xffb8ab5c, 0x82fccaeb,
+        0x49ecf97a, 0x7a60fabd, 0xf9585a3a, 0x4eb6bd32, 0x3b347002, 0xf4930dba, 0x5d21d51e, 0x64e8e3f4,
+        0x52801fa8, 0x71ce907c, 0x872783a4, 0x0761dc80, 0x5c509848, 0x41ba2adc, 0x7e2f5520, 0x85c5eec2,
+        0x368d3d00, 0x5fc7c5f3, 0xb849d785, 0xd95f25b3, 0x79801fd5, 0xbf2443d6, 0x360d41cd, 0x651b11c0,
+        0x801a89ca, 0x8b9e6b94, 0xfde283c4, 0xcc5e6974, 0x2b2f4c09, 0x8b2160a8, 0xdbf57f01, 0x76aa1c4e,
+        0x11f0831a, 0x54713d17, 0xc99a2639, 0x4c373e7a, 0x09e6e57f, 0x71f63b07, 0x7be3f02e, 0x2c907ade,
+        0xe5f489f6, 0x0b0cd6da, 0xb566e14c, 0x0f955969, 0xa0e5710b, 0x80d8c2de, 0x9971e496, 0xc7efbc2f,
+        0x97a48e53, 0x2d845c0d, 0xe1194b0e, 0xad2ba480, 0xd5253552, 0xca890b31, 0x60060afb, 0x89dae927,
+        0x565e2229, 0x43abc21c, 0x03dd14a5, 0xbbadd184, 0x9e979702, 0x2f659883, 0xf313adec, 0x621bd7ca,
+        0xb6470834, 0x4c3901c6, 0x32028bb8, 0x9ded8244, 0x66907654, 0x0a06b272, 0x4a8ec630, 0x4207d36f,
+        0x3e7a8b49, 0x13871be7, 0xbf7af48e, 0x3de0df39, 0x0e864542, 0x8c090a23, 0xaf90e49e, 0x97661c5e,
+        0x365aa66c, 0x0073e342, 0x9c8ac447, 0x6f57e7ce, 0xd5be7ffa, 0x89651d84, 0x53f78eaa, 0x8173dc04,
+        0xd70b1e10, 0x43c1a57b, 0x10c8a5ab, 0xed6abd62, 0x2f840e43, 0x4873d91e, 0x49f413fc, 0x5d89a1c1,
+        0xd3a388fc, 0x96c59cf4, 0x456f1edd, 0x3dd20023, 0xa264e933, 0xd32956e5, 0xd91aa738, 0xe76dd339,
+        0x7a68710f, 0x6554abda, 0x90c10757, 0x0b5e435f, 0xaf7d1fb8, 0x01913fd3, 0x6a158d10, 0xb8f6fd4a,
+        0xc2b9aa36, 0x96da2655, 0xfe1e42d5, 0x56e6cd21, 0xd5b2d750, 0x7229ea81, 0x5de87abb, 0xb6b9d766,
+        0x1e16614c, 0x3b708f99, 0x5cf824cd, 0xa4ca0cf1, 0x62d31911, 0x7cdd662f, 0xcb9e1563, 0x79ae4c10,
+        0x080c79ec, 0x18080c8e, 0x4a0a283c, 0x3dde9f39, 0x09c36f90, 0xad567643, 0x08294766, 0xb4415f7d,
+        0x5597ec0f, 0x78ffa568, 0x8bace62e, 0x4188bfcd, 0xc87c8006, 0xafa92a6d, 0x50fc8194, 0xcae8deba,
+        0x33f6d7b1, 0x53245b79, 0x61119a5a, 0x7e315aeb, 0xe75b41c9, 0xd2a93b51, 0xec46b0b6, 0x1ed3ff4e,
+        0x5d023e65, 0xadf6bc23, 0xf7f58f7b, 0xe4f3a26a, 0x0c571a7d, 0xed35e5ee, 0xeadebeac, 0x30bcc764,
+        0x66f1e0ab, 0x826dfa89, 0x0d9c7e7e, 0xe7e26581, 0xd5990dfb, 0x02c9b944, 0x4112d96c, 0x3ff1e524,
+        0xc35e4580, 0xfdfef62d, 0xb83f957a, 0xbfc7f7cc, 0xb510ce0e, 0xcd7411a7, 0x04db4e13, 0x76904b6d,
+        0x08607f04, 0x3718d597, 0x46c0a6f5, 0x8406b137, 0x309bfb78, 0xf7d3f39f, 0x8c2f0d55, 0xc613f157,
+        0x127dd430, 0x72c9137d, 0x68a39358, 0x07c28cd1, 0x848f520a, 0xdd2dc1d5, 0x9388b13b, 0x28e7cb78,
+        0x03fb88f4, 0xb0b84e7b, 0x14c8009b, 0x884d6825, 0x21c171ec, 0x0809e494, 0x6a107589, 0x12595a19,
+        0x0bb3263f, 0x4d8fae82, 0x2a98121a, 0xb00960ba, 0x6708a2bc, 0x35a124b5, 0xbccaaeed, 0x294d37e5,
+        0xd405ded8, 0x9f39e2d9, 0x21835c4d, 0xe89b1a3b, 0x7364944b, 0xbd2e5024, 0x6a123f57, 0x34105a8c,
+        0x5ad0d3b0, 0xcc033ce3, 0xd51f093d, 0x56a001e3, 0x01a9bd70, 0x8891b3db, 0x13add922, 0x3d77d9a2,
+        0x0e7e0e67, 0xd73f72d4, 0x917bdec2, 0xa37f63ff, 0x23d74f4e, 0x3a6ce389, 0x0606cf9f, 0xde11ed34,
+        0x70cc94ae, 0xcb0eee4a, 0x13edc0cb, 0xfe29661c, 0xdb6dbe96, 0xb388d96c, 0x33bc405d, 0xa6d12101,
+        0x2f36fa86, 0x7ded386f, 0xe6344451, 0xcd57c7f7, 0x1b0dcdc1, 0xcd49ebdb, 0x9e8a51da, 0x12a0594b,
+        0x60d4d5f8, 0x91c8d925, 0xe43d0fbb, 0x5d2a542f, 0x451e7ec8, 0x2b36505c, 0x37c0ed05, 0x2364a1aa,
+        0x814bc24c, 0xe3a662d9, 0xf2b5cc05, 0xb8b0ccfc, 0xb058bafb, 0x3aea3dec, 0x0d028684, 0x64af0fef,
+        0x210f3925, 0xb67ec13a, 0x97166d14, 0xf7e1cdd0, 0x5adb60e7, 0xd5295ebc, 0x28833522, 0x60eda8da,
+        0x7bc76811, 0xac9fe69d, 0x30ab93ec, 0x03696614, 0x15e3a5b9, 0xecc5dc91, 0x1d3b8e97, 0x7275e277,
+        0x538e1f4e, 0x6cb167db, 0xa7a2f402, 0x2db35dfe, 0xa8bcc22d, 0xd8c58a6a, 0x6a529b0b, 0x0fd43963,
+        0xafc17a97, 0x943c3c74, 0x95138769, 0x6f4e0772, 0xb143b688, 0x3b18e752, 0x69d2e4ae, 0x8107c9ff,
+        0xcdbc62e2, 0x5781414f, 0x8b87437e, 0xa70e1101, 0x91dabc65, 0x4e232cd0, 0x229749b5, 0xd7386806,
+        0xb3c3f24b, 0x60dc5207, 0x0bdb9c30, 0x1a70e7e9, 0xf37c71d5, 0x44b89b08, 0xb4d2f976, 0xb40e27bc,
+        0xffdf8a80, 0x9c411a2a, 0xd0f7b37d, 0xef53cec4, 0xeca4d58a, 0x0b923200, 0xcf22e064, 0x8ebfa303,
+        0xf7cf814c, 0x32ae2a2b, 0xb5e13dae, 0xc998f9ff, 0x349947b0, 0x29cf72ce, 0x17e38f85, 0xf3b26129,
+        0xd45d6d81, 0x09b3ce98, 0x860536b8, 0xe5792e1b, 0x12ad6419, 0xf5f71c69, 0xcbc8b7c2, 0x8f651659,
+        0xa0cc74f3, 0xd78cb99e, 0x51c08d83, 0x29f55449, 0x002ed713, 0x38a824f3, 0x57161df6, 0x7452e319,
+        0x25890e2e, 0xc7442433, 0x4a5f6355, 0x6a83e1e0, 0x823cedb6, 0xf1d444eb, 0x88381097, 0x5de3743e,
+        0x46ca4f9a, 0xd8370487, 0xedec154a, 0x433f1afb, 0xf5fad54f, 0x98db2fb4, 0xe448e96d, 0xf650e4c8,
+        0x4bb5af29, 0x9d855e89, 0xc54cd95b, 0x46d95ca5, 0xef73fbf0, 0xf943f672, 0x86ba527f, 0x9d8d1908,
+        0xf3310c92, 0x05340e15, 0x07cffad9, 0x21e2547e, 0x8c17eff0, 0xd32be060, 0x8aba3ffb, 0x94d40125,
+        0xc5a87748, 0x824c2009, 0x73c0e762, 0xcdfec2af, 0x0e6c51b3, 0xa86f875e, 0xbc6172c7, 0xf7f395f1,
+        0x3f7579b3, 0x7aa114ed, 0x165b1015, 0xd531161a, 0xe36ef5bb, 0xdc153e5f, 0x1d0cb81b, 0xceffc147,
+        0x6079e4ce, 0xc3142d8f, 0xa617a083, 0xb54fed6f, 0xc3c7be2c, 0x02614abf, 0x6fb5ce56, 0xd21e796c,
+        0x2d0985de, 0xe9f84163, 0xc1a71e3c, 0x2887d96f, 0x57c4c925, 0x05efe294, 0x88157153, 0x9a30c4e8,
+        0x8854a0a1, 0x02503f7d, 0x0cd6ef81, 0x1da4f25a, 0xe8fa3860, 0x32e39273, 0x4c8652d6, 0x9ab3a42f,
+        0x9ead7f70, 0x836d8003, 0x6cbe7935, 0x721502dd, 0x5a48755c, 0x07497cae, 0xde462f4d, 0x92f57ea7,
+        0x1fe26ce0, 0x27c82282, 0xd6ec2f2b, 0x80c6e402, 0xce86fdfc, 0x52649d6c, 0xc798f047, 0x45bae606,
+        0x891aec49, 0x66c97340, 0x9ca45e1c, 0x4286619c, 0xf5f9cc3b, 0x4e823ad3, 0xc0d5d42a, 0xaee19096,
+        0x3d469303, 0xfe4cb380, 0xc9cd808c, 0x37a97df6, 0x308f751f, 0x276df0b4, 0xe5fbb9c7, 0x97ca2070,
+        0x88412761, 0x2ce5d3d5, 0xd7b43abe, 0xa30519ad, 0x26414ff3, 0xc5bde908, 0x275ead3a, 0x26ceb003,
+        0xbf1bd691, 0x037464c0, 0xe24124c0, 0x81d4cc5f, 0x484525e4, 0x1c3a4524, 0x9e7e4f04, 0xe1279bff,
+        0x6dd1943a, 0x403dae08, 0x82846526, 0xd5683858, 0x29322d0d, 0xa949bea2, 0x74096ae7, 0x85a13f85,
+        0x68235b9d, 0x8ef4bce6, 0x142a6e85, 0xdad1b22a, 0xb7546681, 0x959e234e, 0xfd8650d8, 0x3e730fa8,
+        0x56f55a71, 0xd20adf03, 0x7cdc78a2, 0x19047c79, 0x253b1d7a, 0x4389a84a, 0x0aeb8165, 0x9c15db3b,
+        0xaafef5a7, 0xbe8b06b2, 0xb5fe87c0, 0xe2a4ef71, 0xd9d711f9, 0xecfcf20b, 0x80fac4c2, 0xbbb8abc4,
+        0x239e3b0a, 0x858129a6, 0xd97cd348, 0x8a30738a, 0xc5b71937, 0xd649a428, 0x18c1ef9a, 0x75c08a36,
+        0xc921f94e, 0xdf9afa29, 0x040f7074, 0x72f5972f, 0x84ef01da, 0x2cb7b77f, 0x867027d7, 0x9ce0199d,
+        0x71865c4c, 0x7a36af93, 0x6c48ddd8, 0x19b48fd0, 0x75f4e9e2, 0x0084cfe5, 0x63bfd4d8, 0x9783cdee,
+        0x64f2632c, 0xf1b20eaf, 0xcc8bfa2d, 0x39ddf25a, 0x740e0066, 0x9ddb477f, 0x12b2cfb6, 0xd067fce5,
+        0x1a4b6a53, 0x001cdb95, 0x12c06908, 0x531ac6bf, 0x513c1764, 0xf7476978, 0x1be79937, 0x8a8dfaa3,
+        0x70a1660e, 0xfb737b1a, 0x3f28ee63, 0xc1a51375, 0x84bd6dd6, 0xe4a51d21, 0xeafed133, 0x22ae0582,
+        0x4d678f26, 0xf854b522, 0x31907d62, 0x4b55dd99, 0x04d3658a, 0x19c1e69c, 0xc6112fdd, 0xc66699fd,
+        0xa0eabe6b, 0x3724d4dc, 0x0d28fe52, 0x46819e2e, 0x96f703ac, 0x21182ca3, 0x2e7b022f, 0x31860f13,
+        0x1956b1e5, 0xe1322228, 0x08063a85, 0x1d964589, 0x94d90481, 0x53c078f3, 0x5afb43ae, 0x1e3437f7,
+        0x877eb7b4, 0x5d67133c, 0xa385cb2c, 0xb82f2703, 0xef05ee06, 0x931dd7e2, 0x10d210aa, 0xe21339cc,
+        0x479c3a22, 0x613b67b2, 0x33c5321c, 0xa5f48ac4, 0xba5590c8, 0xeb244925, 0xd0ef3cc9, 0xd8c423fb,
+        0x15cfcc5c, 0x1feb2e4f, 0x36ec0ea3, 0xdbef7d9f, 0xd5ec6bf4, 0x3d3dff8a, 0x1e04a7f7, 0x8766bb54,
+        0x9a1d7745, 0xc79a1749, 0xb8d2486d, 0x582e3014, 0xa82427f5, 0x65dfa427, 0xbc5654c1, 0xbd086f26,
+        0x0451516d, 0xff4cfc35, 0x81f2864d, 0x31860f05, 0xd0638e1a, 0xb059261d, 0x3d1e9150, 0x21e2a51c,
+        0x82d53d12, 0x1010b275, 0x786b2908, 0x4d3cfbda, 0x94a302f4, 0x95c85eaa, 0xd7e1c7be, 0x82ac484f,
+        0xd24daa9a, 0x70055204, 0xbf27ef0d, 0x740ebb34, 0x47a1ff2f, 0x037e5e95, 0x3362d8d3, 0xb08c9e58,
+        0x7036b9a5, 0x3354197a, 0x326c9f12, 0xab99166e, 0x6c5d388b, 0xb222a768, 0x1bf121c5, 0x2ef76080,
+        0xb0658121, 0x8331bdd3, 0x64b5cd35, 0xc3c7fbe4, 0x576e7d5e, 0x1cbdc1b2, 0x5c54b675, 0xbffd76e3,
+        0x2ad7b53f, 0xe596de29, 0xc2d972db, 0xf1c92f34, 0x6af3ded6, 0xec317d66, 0x6a17bed5, 0x27750e9e,
+        0x8d950cb3, 0xb07688cc, 0x17a6ddd8, 0x5bf140e0, 0xed8713e0, 0x05890caa, 0xf66e4d73, 0x5ea0347f,
+        0xf535f2f5, 0x240c70f3, 0x5e922192, 0x8e59f944, 0x3185f7a7, 0x852dd342, 0x58c8e53b, 0x760071c5,
+        0xadb76f78, 0x185ab80c, 0x9d84df28, 0x4d2056da, 0x69bebccc, 0xa9fcb5f8, 0xb9d3ac81, 0xcc374aac,
+        0xc04e1ee9, 0x72634634, 0xb3bbf485, 0x1eb91de5, 0x5e8de602, 0x211cd561, 0xb03404e6, 0x051f3a53,
+        0xb263569c, 0x96cbc54f, 0x9eaf58e6, 0x32e9f0f2, 0x370f1cd9, 0x15bf840d, 0x1dbd5d06, 0xb04d214d,
+        0x6d1697ee, 0xc4b6fce1, 0x1b95f82d, 0x46979ca6, 0x0354cfc8, 0xd5950d3d, 0x10db605d, 0x18af3572,
+        0x990ec7a8, 0x2a0fe87f, 0x7937dbb8, 0xee376c86, 0xcc9f9070, 0xc953caa8, 0xd5c7c2ed, 0xee4f752e,
+        0x84f302f7, 0x1e08a48e, 0x44a5da35, 0x0fab83e2, 0xbb7cb9df, 0x2590afe1, 0xfef026aa, 0x83dbd643,
+        0xbe916d11, 0x27f7fba9, 0x82135d43, 0x6c5fa2a4, 0xe1e1370e, 0x51534581, 0x4cd9def3, 0xd94b4990,
+        0x74772379, 0x59264a1d, 0xc1dcdd8e, 0xed4ef1e9, 0xf29d901a, 0x68ecd0ad, 0x9ac31f92, 0x839a285e,
+        0x46447122, 0xc0e56c6e, 0xb09a4b83, 0xa9500b90, 0xda83c4e5, 0x4175b2f8, 0xeb4ddb4a, 0x236c6f2e,
+        0xeeb57a32, 0x2626e708, 0xa9d35265, 0x6ab3e9ab, 0xf12fcc1f, 0x1c317c43, 0x66c34fb3, 0xe17e58a0,
+        0x0295d4a1, 0x40cd40f9, 0x72700bb0, 0xd591e61e, 0x3e96b29b, 0xb50d5db3, 0xa3715dcc, 0x3405bcb4,
+        0x0e034d65, 0x210a4a2b, 0x7c302f2c, 0x24e8bef6, 0xa5135147, 0x0607ef80, 0x01f86c8f, 0x2c792c8a,
+        0x6ab73133, 0x6f436006, 0x09bf22a6, 0x1fde4622, 0x9841bd1c, 0xb23a7ad7, 0xdad579a4, 0x431229e9,
+        0xfa5dcb2d, 0x7da4f790, 0xa9b2c914, 0xcd191ced, 0x7a05e4aa, 0x73af1889, 0x192667b3, 0x538d4540,
+        0xacdbca81, 0x6b9d9e90, 0xc0462bba, 0xfcf5a7b9, 0x7b5c2904, 0x41a83c83, 0x7e69828f, 0x328a3bab,
+        0xdcd0f182, 0x1d113bcd, 0x1fb5c81c, 0x2d52afa0, 0x2d0c6111, 0x2a02ce14, 0x3fcd2c15, 0x54d574f9,
+        0xde57e605, 0x85dbb53d, 0xfc7cc003, 0x769c74d9, 0x6f834a4f, 0x79b3b87e, 0xe3d7c853, 0xa83e14b2,
+        0x3b1fc1ad, 0xb7dc2988, 0xb60ed652, 0xda3e3d1a, 0x5f2f680c, 0xb46e08da, 0x589b77da, 0xcef68535,
+        0x1c05d7a6, 0x24572da1, 0x939b02a5, 0xccd08d13, 0xdfa22970, 0xdff7581b, 0x2d5fade6, 0x5cfd3389,
+        0xce26cbb1, 0x376d7fd0, 0x02811e2e, 0xcc8030ab, 0xa7a4c9dc, 0x81db0ca7, 0x15a1bcef, 0x2045c6b5,
+        0x52c2f563, 0x6c829737, 0xb4f3384f, 0xb14d2f2b, 0xe102e00a, 0xba359973, 0x6045dd8b, 0xd0a5e531,
+        0xd679300f, 0xaabec63e, 0x526ad900, 0x95224f33, 0x723d6d44, 0x83584ad4, 0xa14ed869, 0x727bb03a,
+        0xdde37025, 0xb29d6587, 0xc3f3971d, 0x725933c2, 0x68f3eda4, 0xf73e9fdc, 0x944afd04, 0xa4c5e05f,
+        0x477f70ae, 0xffebfc90, 0xc21cff70, 0x84c68e32, 0xe82a3d6b, 0xba243867, 0x511c142f, 0x2062b8ac,
+        0x274a119f, 0x772afba2, 0x88a3974d, 0x205cf0de, 0xe45d5a2a, 0x1745056b, 0x2c8138f5, 0x982938a7,
+        0xfb265af9, 0x700c2cdf, 0x93e549b4, 0xb8abd353, 0xd74073e8, 0x289caf2a, 0x63e802e9, 0xc2f9adb7
+    };
+
+    /**
+     * The output sequence generated by reference ISAAC algorithm in C language.
+     * For initial seeding is used SEED_2 data array.
+     * 1024 signed 32-bit integers in hexadecimal representation.
+     */
+    private static final int[] EXPECTED_SEQUENCE_2 = {
+        0x67ae8a37, 0xa78322ea, 0xb9394933, 0x61f6e3c5, 0xbea576f1, 0xbb958f18, 0x12ce6479, 0xc593d5de,
+        0xdef281a0, 0x8435bb62, 0xf20b44db, 0x8a98479a, 0xbf2b8b66, 0x1080265e, 0xf0f8f12f, 0x021fa7f3,
+        0x81d2ed59, 0xb224a5f8, 0x0c1ff346, 0x92007ea8, 0x8fd1ce43, 0xeced69f5, 0x651fe09a, 0x45cf2c3e,
+        0x449b2b1e, 0x4f136be5, 0x8240cc97, 0xca979afa, 0x33b6a857, 0x7300f4f3, 0x79755d71, 0xcf11dd62,
+        0x916b7e04, 0x02076c0e, 0x9b4e3e68, 0x04836ed5, 0xf1b492c6, 0x887ef90c, 0x091b68f6, 0xaf7f0d3b,
+        0x89d7e5c1, 0x2b28fff7, 0xe6280e4f, 0x6681a805, 0xcb270bbb, 0x8e037463, 0x31a125f7, 0x0ba3c135,
+        0x7c2e8b3e, 0x6e21e06e, 0xc8b336ba, 0x08d677c3, 0x469fd05c, 0x71528649, 0x2024c602, 0x000e4f99,
+        0xb03395b1, 0x0a12d960, 0x68b15274, 0x7c415c07, 0x047c739b, 0x46658905, 0x45512a3c, 0x7f4cd2ff,
+        0x3d4d4ef6, 0xd7016dad, 0x6074bbf0, 0xbeaa55eb, 0xc519d326, 0x3ad349fd, 0x2fec4649, 0x14fa40ae,
+        0x96b51341, 0x2bf08ef1, 0xd1d374e4, 0x44168b14, 0xb01bee9b, 0x0b3f4332, 0xc799b9da, 0x76fc7dbd,
+        0x8c368a57, 0xe4cd2cad, 0xeeb0318a, 0xc2152908, 0x2b707a0e, 0x73457464, 0xc08e92a0, 0xfcdfca5b,
+        0x1320ed43, 0x333b77b9, 0x2e70948a, 0xa77d94f7, 0xbc1fb9fa, 0xa8ad15a1, 0x3c47b0f4, 0x867c4a8f,
+        0xb85784e0, 0x8a854e80, 0x456c8700, 0xc28f3a01, 0x415da6aa, 0x1315c6d8, 0x70a4ca70, 0xfdea940e,
+        0x686fbdc9, 0xda649eba, 0x661196f7, 0x795b5d27, 0xe10c78fa, 0x2fd89cf3, 0x61e850da, 0x00c49764,
+        0xee51d841, 0x00c18025, 0xdea163b3, 0x8b1b2080, 0x6abdd683, 0xe560c731, 0xc661b3e0, 0x23a3ff08,
+        0xa7579919, 0xfa443cba, 0x480bd220, 0x0a11740b, 0xb4b327c7, 0x831a0840, 0xb7c50ff3, 0x4266dff1,
+        0x835d0665, 0x52593038, 0x3917fb8e, 0x88c3b400, 0x05fb8823, 0xc9eaa89f, 0x6957fd17, 0x8dbcb8fe,
+        0xdec10c3c, 0x918d5fd8, 0x6af8619a, 0x8f472255, 0xc2f757b7, 0x9d62e804, 0x45e0e276, 0x482597d3,
+        0x06190214, 0x172b8501, 0xe91d7b8c, 0x4ee985fc, 0x3ecbf47a, 0xbbae5d98, 0x1f0bbdeb, 0x0d38208e,
+        0x6d4cb3e3, 0xa70050c4, 0xf0db408e, 0xddb6f1a7, 0x4bc4bc61, 0x90e1c1db, 0x203770dc, 0x39959247,
+        0xe2e0376a, 0xf70a8521, 0x81c759b2, 0x24d9915b, 0x09cc2ec3, 0x0fd0bff9, 0x58875636, 0xee78837e,
+        0x025a7eee, 0x4226859f, 0x85e21806, 0x9c1328bd, 0x0522fda0, 0x585441aa, 0x366f9ea0, 0xeb70934f,
+        0x0e394c41, 0xfa801419, 0x2b6d4c3e, 0xb09775fe, 0x3f0184ae, 0x3ace3518, 0xf80bf893, 0x9754753b,
+        0x78c46b93, 0x281e1918, 0x0dfcc5ee, 0xc0401601, 0xf8b11ce9, 0x9f799306, 0xb65c4232, 0x12ee4f73,
+        0xade72a42, 0x0ce54d71, 0xa6780e69, 0xe73bd8f9, 0xc245228f, 0x5fa2ed1a, 0x11627d1d, 0x2617ea2f,
+        0xd7404db6, 0x228fb877, 0xc5379535, 0xfe00008d, 0xc5f1491e, 0x1a3bdb0e, 0x9a90cc98, 0xa0abe3f5,
+        0xac7a0d18, 0x87bb3538, 0xa224baf7, 0xf2496ca4, 0x6a5b9bd6, 0x9a7da8d8, 0x72419677, 0xa36aec4d,
+        0x2a08ac0d, 0xfc4d7b21, 0x25f2aad0, 0x4f7146d4, 0xb4a603bd, 0x194e9792, 0x8f60cf1c, 0xed8ae037,
+        0xa47f90b1, 0x5eec55a3, 0x326c33d4, 0x6f79168f, 0xbcfc27fa, 0xd9e76d04, 0x79430e33, 0xd0c3b727,
+        0xd4bb06af, 0x8805066b, 0xaaef1130, 0x04958fef, 0x2e3270f4, 0xf5a8ffe8, 0x2a089c72, 0xff411bfc,
+        0xd6ed9552, 0x6253f5ef, 0x0c836c2f, 0xb79471b0, 0x127d177c, 0xf901cefa, 0xff75dc46, 0xde79ec4f,
+        0xe9f1f182, 0x9d28d8cd, 0xfcc98a94, 0x227670c2, 0x46b7c48c, 0x8fd77dcb, 0x60bc6d66, 0xe775322d,
+        0x0def2251, 0xf3dd14cb, 0x6c3f3468, 0x87696244, 0x10cca0be, 0x1d7fa716, 0x955b963b, 0xe53b6074,
+        0x77af9ec4, 0xfc856100, 0x91a06dc7, 0x8d55e3f1, 0xf8c805a3, 0xf3a1cb7a, 0xbcd51c6d, 0x301fdcdf,
+        0xdbcbcc54, 0x8b85fe57, 0x946d707e, 0x388a2ed4, 0xc4b93a5b, 0xd48631d2, 0xae2b4f28, 0x5b731392,
+        0xdf6e621e, 0xc4590c30, 0xa3a23cd5, 0xbfce9899, 0x4620cff9, 0x966c8c3f, 0x7a302556, 0x3fe549fa,
+        0x67533e77, 0x80250302, 0xcd899fe7, 0x694e77ea, 0x0879525d, 0xab6675e4, 0x763f8b35, 0x7684e6a1,
+        0x8fa35070, 0xe9fccaf1, 0x2d7195b7, 0x85b45186, 0xab799317, 0x2c84bd2c, 0xf8354c09, 0x02d96875,
+        0x8fdcc390, 0xf6af5aec, 0x2a584739, 0x8a1ba7e9, 0xea46f9b2, 0x98acd24f, 0xfc8a3a24, 0xa496eff9,
+        0x625c30ea, 0xc6ea0535, 0x3ed3b5d6, 0xffcd675d, 0x0b1719f6, 0x1b1c4e7b, 0x3206a672, 0x62fc1851,
+        0xa6a4c781, 0x78bbdbbe, 0x06c1c8ce, 0x5747c340, 0xfff7ab9c, 0xebaf9370, 0xf7b185a8, 0xf8309f84,
+        0xfa1601de, 0xf9fc8780, 0x59c2f8bd, 0xe74fcd5b, 0xf115f57f, 0xddda3332, 0x2ee56568, 0xa2243659,
+        0x9d6d578f, 0xbb507574, 0x95d44e0e, 0xdbdf2bc3, 0x0dc1b750, 0xc6a24241, 0x207d7115, 0xc337d024,
+        0x3817ef9a, 0xe9f12ccf, 0x4d67fc7d, 0x3da57a2b, 0x000e09a5, 0xe739c5a2, 0x7b7e1613, 0x23d576fe,
+        0x6941a210, 0x57521190, 0xdc4359c0, 0xd8eed2f8, 0x7862904f, 0xfc179a41, 0xeee2716e, 0x362cf76a,
+        0x0a087072, 0x3e6e2fa9, 0xaf2a0efb, 0x221d513f, 0xf054d856, 0xc3297367, 0x1c0998c8, 0xa664172f,
+        0xe2637c8e, 0xc17ac7d4, 0x0e041f43, 0x0d9c0ae4, 0x9346dacf, 0x7fb2a015, 0xe92276c2, 0x21478bfe,
+        0x119e2d0c, 0x5f76aeaf, 0xbe21aaec, 0x63174d5f, 0x13b796c3, 0x0fa0eba1, 0xe2f7277a, 0x3f555b42,
+        0x0215c7e4, 0x96266efa, 0x2953a4d1, 0xadfc171a, 0x396234a7, 0x560c0279, 0xefa6d2c6, 0xf48d9b5a,
+        0x4131c7b1, 0x9e302f70, 0x637c9f23, 0x22637330, 0x09927e76, 0x0898d1d6, 0x1b797274, 0x9ad491a2,
+        0xa2df3627, 0x012c3ed0, 0xc19c09d7, 0xa2fdaf56, 0x5b91f8fd, 0x3b7c49c9, 0x25694d29, 0xd7b42e9c,
+        0xa7be0053, 0xa91f1761, 0xd89e8b2a, 0x67846097, 0x76bd4006, 0xb8eb0712, 0x859bf877, 0xca42d70c,
+        0x24e80a69, 0xd92bc598, 0x55498c1e, 0x86deba8b, 0xf7c340b7, 0xa36caa12, 0x0631ddec, 0xc0146fe8,
+        0x2f959ef3, 0xf8400f0c, 0x58f676a0, 0x4ae4fe13, 0x9c4af056, 0x9e6f19d6, 0x12a9eb69, 0x1aeed54e,
+        0x34c91114, 0x97128045, 0x920d1f59, 0xffe7fbaa, 0x2db4a671, 0x6e6ff7aa, 0xd40d46bd, 0x1578f939,
+        0x15c5cbc6, 0xff356fd0, 0xd5d1680c, 0x5b11d14d, 0xe75541c0, 0x0fe2e2ba, 0x3ad55308, 0x8f036a69,
+        0xa9bfc3cd, 0x87685338, 0x510092b4, 0x1f66622a, 0x996337b2, 0xc531891f, 0x98371a93, 0xd9630100,
+        0x513ff133, 0xcf8381da, 0xed12e8e9, 0xe3ce7c7b, 0x8f731ab5, 0x511ba7c2, 0x9d754e87, 0x244603ac,
+        0xfd9985e1, 0xc1581765, 0x84e50a12, 0xa0ab0034, 0x63ee60c2, 0xdf5ab248, 0x09b42202, 0xca87f896,
+        0xca6ae5f0, 0xa569d829, 0x977cf29b, 0xd56a2a2f, 0x85ad1532, 0xfa2a131a, 0x00784081, 0x81f0e466,
+        0xebd340d3, 0xc37ad0e4, 0xd0aa6d7a, 0x36d2551f, 0xd6ff8448, 0xc7b89445, 0xa43421ad, 0x3be75400,
+        0x557a61ef, 0x0f519b14, 0x56503579, 0x1c8d164d, 0x0dcef35b, 0x3d9f1f2a, 0x56d056f2, 0x5d8fd4ec,
+        0xa481a350, 0x7cadd9c0, 0x70375ce2, 0x83263d2a, 0x5826ea3b, 0xfa523ce7, 0x50c9438b, 0x74fca95d,
+        0x62967ef5, 0x11fd6429, 0xcbb8e28c, 0x67fb9e81, 0xdc9e1147, 0xa29672f7, 0x1cf310f7, 0xb1e1d8e6,
+        0x3f862ff3, 0x6ade0327, 0xa92f3686, 0xed79f165, 0x359e1620, 0x36c68936, 0xe46fe521, 0x0c5e36b0,
+        0x6d9d9cdb, 0xc095eecd, 0x566dd305, 0x6d96cd36, 0x5d115a80, 0x2a9489a8, 0xdd067488, 0x73acf831,
+        0x7392c0f0, 0x30707838, 0x92826042, 0x67c54548, 0xf830434d, 0xebe67854, 0xaefc9a41, 0xcabf703f,
+        0x5242c77f, 0x1f3867a9, 0x48174739, 0x8657c39e, 0xa11247e2, 0xb4e6624d, 0xc7ffe78a, 0x1e11a841,
+        0x6690244b, 0x8dcc9292, 0x5ce4dcc4, 0xebcba02d, 0x2ef6503d, 0x4fb880bc, 0xb949a759, 0x7bb18a1e,
+        0x5973d2e8, 0x577ad8a6, 0xa9d4992e, 0x1a248a0c, 0xcc4450ed, 0x7e0178d3, 0xe98a8f3f, 0x209fb330,
+        0xf7bf40fc, 0x632231b3, 0x7055fdaf, 0x7719e655, 0xf8d49413, 0xc200aa04, 0x8a41183a, 0xdfa217c1,
+        0xcd0c165d, 0x08fec61c, 0xef608048, 0xe19fae2c, 0xedc6f3ea, 0x859a69f9, 0x5f96c76d, 0x571aec69,
+        0x9cfe7fa4, 0x692baf70, 0xbb143cb4, 0xe8968678, 0xfcb77411, 0x02d3268d, 0xcdc3daa3, 0x514e78e9,
+        0xa231a480, 0x8ac10400, 0xe19a2ca1, 0xfa790fe1, 0x808fec9c, 0xe4760960, 0x62e9d051, 0x5c4b006b,
+        0x22eb9703, 0x426b5907, 0xfa1cd338, 0xa3b4811a, 0xad6185c1, 0x349efbc0, 0xeee28d42, 0x02531fc5,
+        0xd11b2c4d, 0x5b3bf865, 0xf4823687, 0x4f92b6b7, 0xfb641c60, 0x0c526fa9, 0x42438de8, 0xd5cbf7a0,
+        0x54ad0d1f, 0xb4e63f09, 0x666285eb, 0xe7ec0275, 0x57e7225a, 0xafe6b0e3, 0x17431cd7, 0x33bc9204,
+        0x8a9cbdde, 0x94d8fe7d, 0xc943f36c, 0x1348c3c6, 0x43cf9b8c, 0x5a84ae20, 0x6d372dea, 0xdb0b3c92,
+        0xf0f2a72d, 0x473a1fe7, 0x062416df, 0x0a12c61c, 0x3680c102, 0x8d0189db, 0x0824325f, 0xffb97ead,
+        0x0d8d353f, 0x4a4e6ec2, 0x76243bb7, 0xdabfbeee, 0xcd8410d7, 0xa30f17c3, 0x2b59ceef, 0xda27f7c0,
+        0x791d813b, 0xc0516741, 0xb363e4ff, 0x31ddbfb7, 0x49db1590, 0xd843513c, 0x8d317a75, 0xb24387df,
+        0x63fd4066, 0xa0fce498, 0x7b42de97, 0x30eddc0c, 0x071ad222, 0x3a9054c4, 0x5ce35298, 0x375be64b,
+        0x10af32c8, 0xa999ade1, 0xfa9f4d31, 0xfbe24a2a, 0x4c92714b, 0xcce3056a, 0xa81d616a, 0x3bb49213,
+        0x72fd2b0e, 0x1b46d17e, 0x92159bc7, 0x7462e172, 0x4fdc3e05, 0xf309c063, 0x9133532c, 0xe62d9341,
+        0x681a4871, 0xb1598525, 0x498ca388, 0x96a7ea81, 0x791c8a85, 0x2a33a1e2, 0x1e6abc87, 0xb21a4878,
+        0x65fac53b, 0x59162ae1, 0x22858a30, 0x40f4e569, 0xe5cb0023, 0x626cd2a0, 0xfe6d8fc8, 0xbb7ed7c3,
+        0x9a557393, 0xd0ff5e60, 0x2a20ed9b, 0x4eaafb5a, 0xbe9425bd, 0x63620ce1, 0x31ea24ed, 0x082e426a,
+        0x7ff35a73, 0xa67fbaa9, 0xd2e3c5b9, 0x1a90e96a, 0x71f19184, 0xb836b88b, 0xe51fa187, 0x42576438,
+        0x58d28776, 0x47bd92a3, 0x09816862, 0x295138ef, 0x23ab2bb1, 0xd7c584e0, 0x1793062f, 0xcc47e852,
+        0xc2eb9703, 0xe6812d93, 0xa4aa4d2e, 0x7f635b79, 0xa7407b29, 0x9724c087, 0x406e08ce, 0x6bf1d8b7,
+        0x9ef5b815, 0xf2c6f094, 0x86269ca2, 0x17fdaa4f, 0x9b645b61, 0x701bbbeb, 0x8de7bcb7, 0xd468266a,
+        0x48df44ae, 0x570b08ca, 0x7a5ba43b, 0xfc927312, 0x3461a3dd, 0x0ffe5943, 0x87060375, 0x8d8afed7,
+        0x83d20387, 0x77eabb51, 0xf86d045b, 0x71a47537, 0xa4485ea8, 0xfd2b6ac3, 0xb4ba1fcf, 0x31dcee82,
+        0x8b41cdf6, 0xeacde42b, 0x02de5fbb, 0xb6311aa8, 0x1596ee5d, 0x355cc39d, 0xbe1a87c1, 0x01e1df07,
+        0xfe413d46, 0x5e5e13ab, 0x30233fd6, 0x99449292, 0x34955dcc, 0x1f37d394, 0xd43639bd, 0x65c98eee,
+        0x67b85593, 0x1660b2a1, 0xfd86e9a0, 0x33bb6e5a, 0xdd5892fb, 0xa6832091, 0xd077d216, 0x353bfe9a,
+        0xb4a10726, 0xca1a536e, 0xed8af6c1, 0x41d167d1, 0x5f554941, 0x93f4032a, 0x83d83ae5, 0xc8866a05,
+        0xc36d1e1f, 0x95a082c5, 0xd85e6cad, 0x302bc384, 0x41fb8717, 0x61221cc8, 0xce9a44cd, 0x2884ec21,
+        0x9712152d, 0x419e4939, 0x32367b47, 0x238ee432, 0xd27f0b8e, 0xa3eaed24, 0x1eefd0a9, 0xf38a2400,
+        0x72c0d4b2, 0x8bdbdec1, 0x563a2b59, 0x0d50177b, 0xb01576ef, 0x7dd9f33e, 0x7905c120, 0x461712d6,
+        0x78265e93, 0x54a91f0b, 0xb88eb9c0, 0x9d8997af, 0xcb1d1296, 0xfa0a3a77, 0x5bb26dd9, 0xf6da78df,
+        0x53b8e80c, 0xc55cdaf6, 0x871a3971, 0x0bd8d322, 0xfa9e0a9c, 0x95949e0e, 0xe94f0edb, 0x15e06b25,
+        0x8b3e34cc, 0x980261a9, 0x3a8fe440, 0xc72330aa, 0xbff5c8b6, 0x486a08e6, 0x6b3f0668, 0x53c90761,
+        0x1dc2374b, 0xba623bb6, 0x720d9fff, 0x8454fada, 0x29f09563, 0x6512330e, 0x84370042, 0xda55c14b,
+        0xe6397b27, 0xdb03bcc7, 0xd6e27986, 0x483ad4f2, 0xe0e2c39a, 0x459e6792, 0x03c120ec, 0x13df7847,
+        0xc3ee77e1, 0xbcee7cd4, 0xdb3734ec, 0x0e19ebb2, 0x1501517a, 0x815190f7, 0xea30ba2c, 0xed58523c,
+        0x9dc64c08, 0x58d8753f, 0x1fa771c5, 0x7721fb09, 0xc64d1f60, 0xf407dc18, 0x6fdb1e33, 0x89abccb8,
+        0x2fab8715, 0xd8ee352e, 0x41bfa764, 0xda0267ee, 0x65794080, 0xe3095d65, 0x08e2148b, 0x173103b5,
+        0x55673978, 0x8d76b213, 0x6ed42e4b, 0xbe589395, 0xcf4c4d8a, 0xd331b237, 0x0af2f4cb, 0x202be7fa,
+        0x2e87bc27, 0x140a95df, 0xa0d1ef7e, 0x1031da30, 0x630f3ea6, 0x0e3b0991, 0xba7c0462, 0xca8a192c,
+        0x668417e2, 0x2c6e8ec5, 0x3f2e4372, 0x310927e9, 0xa87b5f4e, 0x21e3f285, 0x66aab4be, 0x96804f73,
+        0x097c363b, 0x76445811, 0xaf92fb77, 0x660010b7, 0x3ff5abbb, 0xdaa505d0, 0x17dc3488, 0x45dac66a,
+        0xa834d6eb, 0xacf0641f, 0x05576174, 0x28bf1858, 0x08829e92, 0xd3c5d530, 0x6acd00b2, 0xf36c0645,
+        0x4385cae7, 0x93b11f88, 0x3dfe1da7, 0x2d5df9d8, 0xd51d498f, 0x1d122b84, 0x2ca7619f, 0x670fba3a,
+        0xa59f3019, 0xd25ade01, 0x43ef2f88, 0x05cf6af4, 0x6fc3b5e0, 0x305a309e, 0xb7bce57b, 0x49c55693,
+        0xd59bd6d0, 0xdf13274c, 0xa5640917, 0xb8e88520, 0xf81fb865, 0x245967cf, 0x64420112, 0x97720fd0,
+        0x0ef913f8, 0x9fcf14f4, 0x99a86a60, 0x150ae075, 0x1b4be51e, 0x12fe7368, 0x23781feb, 0x3657b0c3,
+        0x90f84f92, 0x082f626d, 0xf057cef1, 0xf04fc2c1, 0x8767f311, 0x240ab838, 0x160564c0, 0x96f4460d,
+        0x2c7e5c83, 0xb44e6da1, 0x43f86ae1, 0xe3afdf03, 0x34173462, 0x197d8030, 0xb02d6ae7, 0x0cec076c,
+        0x0fb9d05e, 0x1fa74d99, 0x03f9636e, 0x03afa44d, 0x79ceb46c, 0x8b9e3158, 0xad87d846, 0xaf794612,
+        0xdd00ae31, 0xde8d63de, 0x229c5e66, 0x2df46e14, 0x3cbb35d1, 0x9832a55b, 0xaff3c01c, 0xaf4cc2be,
+        0x05095c2b, 0xee6be44f, 0x7b9bd378, 0x09a5f11f, 0xfddc340a, 0x010da0fa, 0x60874e63, 0x9f03a38b,
+        0xddfe1c05, 0x8dadcc16, 0x6df97114, 0xe0779adc, 0x8de82987, 0x83cca69c, 0x38b19e7c, 0xebc30d07,
+        0xb36f46cc, 0xee4d1453, 0x7522c310, 0x3a43d376, 0xab400f15, 0x4fedfa99, 0x02e7323e, 0x4c57f680,
+        0xe4190ae5, 0x6a5bba49, 0xd3c223d8, 0x1b87ab96, 0xaef4795f, 0xf457cd2d, 0x2bae8689, 0xa229c48f,
+        0x41bd5e74, 0x25cb3da8, 0xfd47e4d0, 0x0a241ffc, 0x16c0dba7, 0x6f1469fd, 0x810c16da, 0x66a7b33c,
+        0xe6c9e001, 0x9ccefde6, 0xd24f7adc, 0x1bcc8980, 0x37084252, 0xb779d5cd, 0x52e456d0, 0x313ba4de,
+        0xffb09943, 0x0e9d4e1f, 0x5a3c51ac, 0x6f055f04, 0xb2ac9a26, 0xb7fac64f, 0x27cc0c8d, 0x342bbac3
+    };
+
+    @Test
+    public void testReference1() {
+        final ISAACRandom isaacRandom = new ISAACRandom(SEED_1);
+
+        final int[] actualSequence = getActualSequence(isaacRandom);
+        Assert.assertArrayEquals(EXPECTED_SEQUENCE_1, actualSequence);
+    }
+
+    @Test
+    public void testReference2() {
+        final ISAACRandom isaacRandom = new ISAACRandom(SEED_2);
+
+        final int[] actualSequence = getActualSequence(isaacRandom);
+        Assert.assertArrayEquals(EXPECTED_SEQUENCE_2, actualSequence);
+    }
+
+    private int[] getActualSequence(ISAACRandom isaacRandom) {
+        final int[] actualSequence = new int[1024];
+        for (int i = 0; i < actualSequence.length; i++) {
+            actualSequence[i] = isaacRandom.nextInt();
+        }
+        return actualSequence;
+    }
+}
diff --git a/src/test/java/org/apache/commons/math4/rng/internal/source32/JDKRandomTest.java b/src/test/java/org/apache/commons/math4/rng/internal/source32/JDKRandomTest.java
new file mode 100644
index 000000000..655056357
--- /dev/null
+++ b/src/test/java/org/apache/commons/math4/rng/internal/source32/JDKRandomTest.java
@@ -0,0 +1,38 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one or more
+ * contributor license agreements.  See the NOTICE file distributed with
+ * this work for additional information regarding copyright ownership.
+ * The ASF licenses this file to You under the Apache License, Version 2.0
+ * (the "License"); you may not use this file except in compliance with
+ * the License.  You may obtain a copy of the License at
+ *
+ *      http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package org.apache.commons.math4.rng.internal.source32;
+
+import java.util.Random;
+
+import org.junit.Assert;
+import org.junit.Test;
+
+public class JDKRandomTest {
+    @Test
+    public void testReferenceCode() {
+        final long refSeed = -1357111213L;
+        final JDKRandom rng = new JDKRandom(refSeed);
+        final Random jdk = new Random(refSeed);
+
+        // This is a trivial test since "JDKRandom" delegates to "Random".
+
+        final int numRepeats = 1000;
+        for (int r = 0; r < numRepeats; r++) {
+            Assert.assertEquals(r + " nextInt", jdk.nextInt(), rng.nextInt());
+        }
+    }
+}
diff --git a/src/test/java/org/apache/commons/math4/rng/internal/source32/MersenneTwisterTest.java b/src/test/java/org/apache/commons/math4/rng/internal/source32/MersenneTwisterTest.java
new file mode 100644
index 000000000..e806fc709
--- /dev/null
+++ b/src/test/java/org/apache/commons/math4/rng/internal/source32/MersenneTwisterTest.java
@@ -0,0 +1,240 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one or more
+ * contributor license agreements.  See the NOTICE file distributed with
+ * this work for additional information regarding copyright ownership.
+ * The ASF licenses this file to You under the Apache License, Version 2.0
+ * (the "License"); you may not use this file except in compliance with
+ * the License.  You may obtain a copy of the License at
+ *
+ *      http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package org.apache.commons.math4.rng.internal.source32;
+
+import org.junit.Assert;
+import org.junit.Test;
+
+public class MersenneTwisterTest {
+    @Test
+    public void testMakotoNishimura() {
+        final MersenneTwister rng = new MersenneTwister(new int[] { 0x123, 0x234, 0x345, 0x456 });
+
+        /*
+         * Data from
+         *   http://www.math.sci.hiroshima-u.ac.jp/~m-mat/MT/MT2002/CODES/mt19937ar.out
+         * converted to hexadecimal.
+         */
+        final int[] refInt = {
+            0x3fa23623, 0x38fa935f, 0x1c72dc38, 0xf4cf2f5f, 0xfc110f5c, 
+            0xc75677aa, 0xc802152f, 0xd9155da, 0x304aacd1, 0x9a73f337, 
+            0x989a7a43, 0xc1483a50, 0x268c922d, 0x582fa6ba, 0xfd0cc411, 
+            0x44267b5e, 0xe64aeede, 0xbffce512, 0x69b7263d, 0x43df2416, 
+            0x54c06fe4, 0x4bb1636f, 0xaa772159, 0x692b9302, 0xe6f6290f, 
+            0xec59faf1, 0x453050b, 0x8e18c8c2, 0x9afc3045, 0xc0f8369c, 
+            0xa6784b64, 0x2b3baca5, 0x241c69b2, 0x102b153e, 0x2aa0204a, 
+            0xc4937ab0, 0x4edada28, 0xfc1a4165, 0x5327669e, 0xdeaa3938, 
+            0x7d45d251, 0xde57ac80, 0xafdc0e1a, 0x630eea2f, 0xac9709be, 
+            0x8d4b2277, 0x3bd93aca, 0x85eff969, 0x7dd7008b, 0xc0f5f7ef, 
+            0xf354dbb7, 0xd19a749, 0x9245ad51, 0xdd1bbe7b, 0x31ce56ca, 
+            0x8fc36f3b, 0xa307eaa6, 0x2d16123c, 0x81a710e8, 0x6fb0ece0, 
+            0xa4a8ed5d, 0xf81025ee, 0xc7bdb7cc, 0xacbd297, 0xc2e69738, 
+            0x2e414667, 0x8436773b, 0xb2eb0184, 0x6f458090, 0x7f2c9350, 
+            0x213f68e, 0x470b7a6d, 0xb8e983ba, 0xadd68783, 0x3c580a4a, 
+            0x8239e155, 0xfdc2c299, 0xacd2d0b2, 0xe39381d6, 0xb4a5ad7e, 
+            0x4c6c3bdd, 0x1908bf3a, 0x8aaa5fe5, 0xa3674b65, 0x4c2d0c3f, 
+            0xdf2ba5a5, 0x1032fcf8, 0x9c8a9da2, 0x989f1b17, 0xb62684e4, 
+            0xfc56810e, 0x4937dc5d, 0xd6502fba, 0x403fad7e, 0x8ecf04fa, 
+            0x6e622af6, 0xb3a12932, 0x7735265b, 0xb3397c02, 0x3e92651e, 
+            0x58bca8af, 0xd02046e6, 0x6394b11, 0x91ed9821, 0xb75225a3, 
+            0xe6cf1b38, 0x35297ffe, 0xeaa2f3af, 0x8740f423, 0x9cf755ec, 
+            0x3e71ab47, 0x9b3f3b19, 0xa17cb981, 0x745c768b, 0xc5fa06c, 
+            0xa9ddfe32, 0x27fb2a2d, 0x83c11cc4, 0x1be0b4bd, 0xfadc6d9, 
+            0xd4c4cf4b, 0x3e2019a7, 0xe6489797, 0x5746fcb5, 0xa468a4c8, 
+            0xe1f303c8, 0x892aba04, 0xb92617d6, 0x79af91, 0xa6719544, 
+            0x2123c124, 0x250f6867, 0x4ed30865, 0x32e1592c, 0x28f2364b, 
+            0x56bb6094, 0x39162749, 0x6b68d894, 0x3ce35fee, 0xcfc8dc4f, 
+            0x71602f12, 0xdc9ae288, 0xf8ef2ed7, 0x6b06d07a, 0x216e06f0, 
+            0xdec994b2, 0xbb3a7736, 0x5c9957e9, 0xc8bca92a, 0x2a6955f6, 
+            0x93876aff, 0xfac9a03, 0xefc4f05, 0xb1a05dc2, 0x6bae0207, 
+            0x39c9d223, 0xd25d4245, 0xa3194800, 0xb20d013e, 0x6249fe2f, 
+            0x837f9243, 0xb5af74d1, 0xda4d5e81, 0xbb17131c, 0x9e8e92bc, 
+            0x631fa28c, 0x6c4862df, 0x188d56e3, 0xe7b5f3c2, 0x8be50cef, 
+            0x3c846d8b, 0x47bd5cf0, 0x816608b6, 0x99263fac, 0x3082b3dd, 
+            0x41e2e09e, 0x554d804b, 0xd25a3b7, 0xfcf0b24b, 0xf91f82af, 
+            0x9b6ad24b, 0xb83703f9, 0x10d431ab, 0x675e6dc2, 0x52f58561, 
+            0x3badef9a, 0x31592d6b, 0x70748fc3, 0xea8cd203, 0x9cdde8aa, 
+            0xe8c41002, 0x696ec53, 0x91e8d6be, 0xdd90041f, 0xc4fb23f3, 
+            0xdee5fd0f, 0xb65694ac, 0x38dba6c3, 0x9a6226c2, 0x4380bf2d, 
+            0xe23c29cf, 0xa62df7dd, 0x3a8a7f47, 0xcef7d974, 0x3341ae98, 
+            0x9fcced1f, 0x89117a75, 0x2697345b, 0xdec75a6, 0x243febfb, 
+            0xdbe6ab5d, 0x6e41602c, 0x5fded1ce, 0xec854a95, 0xa0839470, 
+            0xa9fc1f3c, 0xeb51cb9, 0xd58d7944, 0xc6767655, 0xf096123e, 
+            0x3c60b5b2, 0x38abc388, 0xec0546a8, 0x974f331d, 0xb68e0fe, 
+            0x9e7008a7, 0xc3496c73, 0xae81ba8c, 0x499065db, 0x727d51f3, 
+            0xd2c437c1, 0x5b879655, 0x822f5cf7, 0xc3525dae, 0x198a3598, 
+            0x8dc3afd0, 0xf1fb2ace, 0xe9470165, 0xa2d922ee, 0x3d634c3, 
+            0xdfdafa3a, 0x323cb60d, 0xa8142cc2, 0x8fedaffd, 0x3c344d7e, 
+            0x6da7d412, 0x8faa6de0, 0x91b26b9, 0xcfb90648, 0xf4811a08, 
+            0xaa091e50, 0x3472e158, 0x6a650e2e, 0xa3cf7e2f, 0x50c01ec0, 
+            0xc2c67020, 0x87402425, 0xb2e34cb9, 0xbd87d91b, 0x3563a6d3, 
+            0x339cf74e, 0xffcc2cf9, 0x5537400, 0x57ae171b, 0xf5396a89, 
+            0xbed9b927, 0xaaea3a07, 0x92add60c, 0xd6cec30b, 0x85729ab0, 
+            0xc5326ca8, 0x7b83f953, 0xa43ff0cf, 0xe0eea920, 0x65de4954, 
+            0xff454bcb, 0xa3af3b3a, 0xa8d5900a, 0x19d5c121, 0xbd4a89ac, 
+            0x19084ae, 0x98130311, 0xaeba10a, 0xe80fa57c, 0x72ed83fd, 
+            0x4fb367f3, 0xcc63dc6a, 0xc3372454, 0x6a37e254, 0xfe2da32c, 
+            0x6fda8ee3, 0xffaf02b4, 0xc027d10e, 0x6709f3e9, 0xf27c7cfe, 
+            0xaaefc51f, 0x446a04a8, 0x120d944c, 0x6723ed43, 0x72ab3b17, 
+            0x465e7e94, 0x5d910b0f, 0xbd96427, 0x216d0655, 0x7d9b8ad4, 
+            0xa14a22ac, 0xcd90160a, 0xdb3f890b, 0x2d37dcc3, 0x34b8c67f, 
+            0x1cfd3624, 0x69ca4cc3, 0xe756cff2, 0x9d122b27, 0x46667c33, 
+            0x59ee9c5c, 0xbd7b82d1, 0x5f0576e1, 0x499ef4c9, 0x1370277c, 
+            0x8954bac1, 0x37da5236, 0xa02eb689, 0xbe47fedc, 0x776ea717, 
+            0x6cb476ac, 0xa47b4a6a, 0x999efe, 0x5b639436, 0xf650de88, 
+            0x4e8fd98, 0x191216d2, 0xceaed09b, 0x204794eb, 0xd2c25028, 
+            0x87bd221d, 0xc68852c5, 0xbfaafd1e, 0xf534182b, 0xfaa3297f, 
+            0x80e14a8d, 0xc204c912, 0x84449c0d, 0xb184ee7d, 0xf3f7b53, 
+            0xaa6e3294, 0xb89cbf37, 0x992ad523, 0x6efb1e90, 0xad46858f, 
+            0xa217c69e, 0x3b8123f6, 0x9651ad17, 0x8f4c0a9a, 0xf76fc20, 
+            0x7c62f8c3, 0x6da9dc30, 0x70dd3d5d, 0x96ae2e55, 0x58c655e4, 
+            0xaa853035, 0x48e81ea, 0x87002693, 0x2c667e97, 0x9a2f4d5b, 
+            0x52933a95, 0x3f72a82, 0x6c6d501a, 0x713505ec, 0x7d0f9784, 
+            0x6aebb0b6, 0x107a7e37, 0x15773151, 0xf90a74da, 0x2377363c, 
+            0xa8de6de, 0xa6e5d5a2, 0x5dca95f2, 0x5c53d917, 0x168ec0cf, 
+            0x570dfc18, 0x4288fe6b, 0xb9833a27, 0xdd1e7904, 0x315a4474, 
+            0xd5631e5f, 0x7213cfd6, 0x249938a9, 0xff052817, 0x718eb33c, 
+            0x2b4dec3, 0xc4964842, 0x469f5baa, 0xd941297a, 0xe9dded03, 
+            0x60fac145, 0xdb37f217, 0x39cd8ee4, 0x452c33d1, 0x5abe9be8, 
+            0x1af69e0d, 0x5b0bd6d7, 0x319ecd5f, 0x3bcd235c, 0x3fdbfa77, 
+            0xac550eb4, 0x3a0a346c, 0xf39919d4, 0x6e1f71ee, 0xe832ed0e, 
+            0x84c9d733, 0x60a2537d, 0xabbdd4b3, 0xd598dffd, 0xd13c8592, 
+            0x32a03cc7, 0x336e5faf, 0x2f8e590a, 0xaaeec5d4, 0xa8295b34, 
+            0xc30ce8ca, 0xee4c5501, 0xc77d054, 0x6b982f24, 0x678195, 
+            0xa849138f, 0x2f3dd18e, 0xfe23a88a, 0x2e47871d, 0xe263d69f, 
+            0xaa1419fe, 0xa2b0fa92, 0x3fe37d3d, 0x4f37161e, 0x4cd9b682, 
+            0xc65860f6, 0x77e4edc3, 0x4c71a18, 0x36fb25b8, 0x451411f4, 
+            0x635fecf1, 0x92b03a64, 0x9b7fd167, 0x171906d3, 0xc76604e6, 
+            0x59257d37, 0xf444dead, 0xbc26a68d, 0xd225e427, 0xf675b085, 
+            0x1aa04db0, 0x7f683b77, 0xd79d3278, 0x308425a0, 0x4504d28a, 
+            0xde9ae465, 0x64275e5a, 0xbd910789, 0xd13421f7, 0x84ce54b4, 
+            0x3c166b93, 0x1d040e83, 0x337c6ae7, 0xbe1630aa, 0x3e9a6e14, 
+            0xe125a856, 0xffce8ca5, 0x324f5b19, 0x5050a29f, 0xa878afad, 
+            0x2c6ee4b4, 0x7a891b36, 0xfdeda343, 0x8e420be9, 0xb1a90f55, 
+            0x1aa82dfc, 0x7bd87288, 0x497d36dd, 0xefca266c, 0x536338b5, 
+            0xbb314af9, 0x99c64a66, 0xe230edff, 0x35b07a32, 0xac172bc3, 
+            0x66890dcd, 0xc8b7e513, 0x9f14818d, 0x38f45e55, 0xe39d2420, 
+            0x41e7b802, 0xe7d097d7, 0x87bde5db, 0xa3b40719, 0x6903a4f1, 
+            0x8fe17270, 0xa00bc9ad, 0xfcbd3397, 0x458ad6f3, 0xfb3f1663, 
+            0xb7b4fe23, 0xec0fda7a, 0x6324016b, 0x7c6c5059, 0xf81c1522, 
+            0x957286ba, 0x5e27c862, 0x2dbb10a2, 0x39db5731, 0x1d567daa, 
+            0x55ee48f2, 0x4e5e0742, 0xc27142ca, 0xcbacae9e, 0x5d1a105a, 
+            0xb37e6bbc, 0x4457de32, 0xc2731190, 0x51f2e26b, 0x616f5ec8, 
+            0x4c524088, 0x84eb772e, 0x18fe5f9c, 0xc27be658, 0x25f0b8e, 
+            0x61d91e60, 0x65599112, 0x839a9784, 0x9942f04b, 0x907c8596, 
+            0x2e824b62, 0xa1d696d8, 0xca1de87f, 0x9b97e72, 0x89a8b34e, 
+            0x6edda0f8, 0x21202673, 0x10b55868, 0x5fa7c76b, 0xa1b56faf, 
+            0x670e4131, 0xd8f5502e, 0x25233991, 0xe43445a3, 0xfed6a20a, 
+            0xd19733f7, 0x8bb5db5b, 0x90e132fc, 0x25e17e90, 0xe697ac65, 
+            0x302fda43, 0xb7064f65, 0xff3caaf3, 0x7cc369c7, 0x789d0230, 
+            0x5d7fe246, 0xcbfd430c, 0xf66fcdee, 0xb3d37457, 0xc24547aa, 
+            0xac23da09, 0xbddb1df4, 0xfdd7d1fb, 0x4b8987b3, 0x3cf260e1, 
+            0x30a24d85, 0x375fb86c, 0xb287e74a, 0xc8f1b360, 0xd70e2779, 
+            0x784fa37b, 0x7477485, 0xa787685e, 0x541fbaf2, 0x49d05a21, 
+            0x46bcecac, 0xbc1c4443, 0x85b0917e, 0x693c3ac2, 0x10a30d08, 
+            0xff192733, 0x61d88012, 0xe2474eaf, 0xcbb899, 0x62b8b3a, 
+            0x5ff1fcdb, 0x20dde01f, 0x94a3ef59, 0x4e75b597, 0xea677d68, 
+            0xf9b9c06b, 0x1b9ee46c, 0xaf1a479a, 0x6e9a7611, 0x9c9284f6, 
+            0x348a296, 0xe3e3b5ab, 0x2ce8b80a, 0xf11a7efc, 0x4bf1a59c, 
+            0x4301a8f0, 0x57c6a80, 0x7ebd7550, 0x1963d609, 0x17064918, 
+            0x9a5e486f, 0x767ada6e, 0xf379835d, 0x817d0eed, 0xc8a9fc9f, 
+            0xd6c0e87d, 0x8dc9a94f, 0xacf56951, 0xdd8bd5ee, 0xdd248898, 
+            0x9e286bc3, 0xced01226, 0xb88ffe3c, 0xea662cad, 0x9ab07c59, 
+            0x13032ac1, 0xbb873d74, 0x32e0776e, 0x89b5f90, 0xe09d5b09, 
+            0x2ea60da1, 0x80cfe80b, 0x21fa1ce2, 0x706dc2f1, 0xd96e10, 
+            0x84f75f04, 0x5fa97783, 0xea2b6877, 0xe9c417ed, 0x807f00ac, 
+            0x802442e, 0x19a90570, 0x72ae16ca, 0x107e4fa1, 0xbb6135e, 
+            0xd775a370, 0x5ff6f941, 0x6a707d8a, 0x32be82f8, 0xe02e92e3, 
+            0xadf9e5ba, 0xc88902f1, 0xb38bd032, 0xdeae3543, 0x9d8b53e4, 
+            0xe138fc67, 0x4565a728, 0xc45115d, 0xab6dfd67, 0xd0d19d8a, 
+            0xb77c9c49, 0xcef31821, 0x683e0485, 0xa35e3a23, 0x12d6a276, 
+            0x62f81a9c, 0xa10fe92, 0x38fb7c97, 0xed7c6de5, 0x21c46edb, 
+            0x3babb813, 0x488587af, 0xaff84a55, 0xe48cce39, 0xe5098cad, 
+            0x9310cf58, 0xece52930, 0xc21bcc91, 0x540108c4, 0x4f44bcdb, 
+            0x898a9365, 0xba470a57, 0xd7f15ff8, 0xe473ab14, 0xe76833ff, 
+            0x89997b1b, 0x9e7f7c54, 0x5673fcd9, 0xd289f943, 0xbdeb72e2, 
+            0x490d3961, 0x4302a415, 0xa7aa0c1, 0xb35bde2f, 0xa6b2690f, 
+            0xd9acf25b, 0x9950b7e, 0x71621b83, 0x653f519c, 0x43a66e3d, 
+            0x1da1d26a, 0xc4db0a37, 0xf1d8513e, 0xd6c9840b, 0xf39e866b, 
+            0x197fe72c, 0x11196229, 0x311007b0, 0x61028494, 0xdf40c6a7, 
+            0x9a54746c, 0xfa75ce2e, 0x3bf7309, 0xc33d7966, 0xeda6af60, 
+            0xa6672387, 0x72411b87, 0x9a211f11, 0x51f56dc7, 0x53a684e0, 
+            0x397541a, 0xe33486f2, 0xb4186699, 0x9bbf1cb2, 0x1f86e0f1, 
+            0xa459fea9, 0xc729c354, 0x9c466f44, 0x10479afe, 0xef53e2d2, 
+            0xb8769c4a, 0x60a7fa28, 0x8b551da9, 0x6b17bf70, 0x4b0a4a73, 
+            0xfcd67534, 0x7f77d788, 0xb422f68f, 0xf8ccf23c, 0x1ad3e613, 
+            0xc33054e4, 0x24c8f64a, 0xa135d8b9, 0x5799da51, 0x4ff771cb, 
+            0x15430a3f, 0x46db7ec8, 0x87d4c88f, 0x694bb4c8, 0xa6a5ff3b, 
+            0x37255c0, 0xac77403c, 0x49a7a6d5, 0x61326bcb, 0xea1febca, 
+            0x19905ce4, 0x6c208616, 0x88601b2b, 0xf5ecddc0, 0xec8475d1, 
+            0xd3853b52, 0x3d21610b, 0x53b3a29c, 0x77575565, 0x5825b57, 
+            0x89ebfb88, 0x8f3c2f00, 0xb32ead1a, 0xd44f8744, 0x63a692b2, 
+            0x69697bae, 0x6b7fe1c9, 0x325b5bf1, 0xb32e0e11, 0x54187523, 
+            0x4501dc49, 0x7eb3aed1, 0x6ab0eb88, 0x6b3e94bf, 0x2c2d293b, 
+            0x8f668ba5, 0x2db81bb2, 0x9e43c4ae, 0xda5b5b13, 0x81763a88, 
+            0x95b90733, 0x642b0bca, 0xdd1dd3a, 0x44d79c88, 0x95e327f, 
+            0x56abfd80, 0xd0f75ce3, 0x730607c6, 0x89a6fd0e, 0x7fc09cd8, 
+            0xb078f466, 0x184ba518, 0xaf1ff8e1, 0x99e25f5f, 0x201e00a3, 
+            0x8ba1ae03, 0x19a9942b, 0x2c1e6198, 0x737f2878, 0xc59a2b1c, 
+            0x7c4f8850, 0xf0409a77, 0x2da9101d, 0xd1aaf46f, 0x291c51af, 
+            0x4d234c8a, 0x68810c4a, 0xfa7e9b84, 0x75b5dcb8, 0x1fe8b9f, 
+            0xd4acb1ef, 0xbb6ff83b, 0x64805089, 0xf6763925, 0xb327edc3, 
+            0xd688dbca, 0x196cf19e, 0x2cf2b856, 0xda34c994, 0x7518948f, 
+            0x3170a8d1, 0x30f86e08, 0x681c6bac, 0x3bfddb0c, 0x5f168b17, 
+            0x4ae631b1, 0x3d105d00, 0x7116b018, 0xad06c9a1, 0x293be0e9, 
+            0x3dd73c5b, 0xbd5a98e8, 0x75536a9f, 0x818d1508, 0x40e9aa2e, 
+            0x68367be3, 0xaf51e5f2, 0x39b8ccc2, 0x6c67fb45, 0xb13771e2, 
+            0xe706549e, 0x42b7fc98, 0xedbd44eb, 0x622d9985, 0x85107f0a, 
+            0xcfc9061b, 0xd9e6d66b, 0xe011bb5e, 0x327eb11e, 0x407ecdd9, 
+            0x3afad29e, 0xab283ffb, 0xbe83d61e, 0xea3e7a46, 0x273b2541, 
+            0xda729e01, 0x81a62472, 0x8359eedb, 0xa4457261, 0x926ad13f, 
+            0xe7e0c4fe, 0x4d1da2d8, 0xa8b3aed0, 0xb658ec23, 0xf7e24a58, 
+            0x5d154e58, 0x9a2bf0ba, 0x2eb455b0, 0x50cb61f3, 0x1e095a2, 
+            0xe1de399f, 0xc71cbd35, 0x7cb90a7e, 0x356e4628, 0x280991f0, 
+            0xd26e64a1, 0xd6c9df5a, 0x3ef127a4, 0xcd2d747b, 0x595f8ee8, 
+            0xba946959, 0xd8ee7838, 0x10f24d0, 0x86b0eaec, 0x1d078587, 
+            0xfbf516ea, 0xdc2a79f8, 0x7015e404, 0xe9efdc2c, 0x16bca751, 
+            0xef7b9df7, 0x9227157f, 0xa31e6f81, 0x83b7e291, 0x7ee5c10b, 
+            0x1a196d7c, 0x23829142, 0x263fe2c2, 0x618461ac, 0xe8681ba5, 
+            0x258b3130, 0xd60cf96a, 0x14fadac6, 0x9d48a438, 0x8bfa6a79, 
+            0x8b920d34, 0x7e98a7fc, 0x88cc57d, 0x5af407f0, 0x15bc4713, 
+            0x23b64b00, 0x37f96d03, 0x5ac72f49, 0x65a9a89, 0x16724cac, 
+            0x503ea2fc, 0x4d548e23, 0x2d92d724, 0xdefe753f, 0x37a36c6a, 
+            0x70708d68, 0xbfe7aba8, 0x1f510c48, 0xb3a995e3, 0x1342df6d, 
+            0x7986ddb9, 0xf4630113, 0xa9f9b81d, 0xb1dca7ae, 0x70915ce7, 
+            0x780e2c35, 0xd1859a18, 0xf92e7d5a, 0xce573f6b, 0x9d79a6e9, 
+            0xbd7f3425, 0xacfd81c7, 0x8429a008, 0xf0da82bb, 0x6a5fb409, 
+            0xc567b073, 0x5371eda, 0xa417042a, 0x9d162579, 0xa8c0eb06, 
+            0xdb7a6342, 0xae0c5575, 0xe0e256a8, 0xa7de78a0, 0x12797538, 
+            0x8e154606, 0x93b23bf, 0x16f4562d, 0x47067058, 0x6db6dc93, 
+            0x33fc94d2, 0xae60549d, 0x4e1b4fcb, 0x7d4aff37, 0x59b050d1, 
+            0xd50b787e, 0x4700ba54, 0xc6848ba2, 0xbd8f6801, 0xd2f62909, 
+            0x289cde1e, 0xc5003778, 0xd973a07d, 0x38a099d8, 0xf8bedbdd, 
+            0x68e9601d, 0x1e86cf6d, 0x2899e89c, 0x229ab04a, 0x45b7a393, 
+            0xef508cd2, 0xa03448ed, 0x29b47253, 0x9f5a48ac, 0x43c89eec, 
+            0x75dfc10, 0x1c2c3184, 0x3ecca1e3, 0x3c5cc91e, 0xcf7cd58b, 
+            0xe014d295, 0xed503a24, 0xe452210e, 0x6fe3ac6f, 0xd99dca00, 
+            0x3ae4ac67, 0xd189afe0, 0xf3ba5df0, 0x84a10e38, 0x4a7b85e4, 
+            0x9d8b4bf7, 0xe83b5b67, 0x90106e3d, 0x534fbf99, 0xce3bcd2e, 
+        };
+
+        for (int i = 0; i < refInt.length; ++i) {
+            final int r = rng.nextInt();
+            Assert.assertEquals(refInt[i], r);
+        }
+    }
+}
diff --git a/src/test/java/org/apache/commons/math4/rng/internal/source32/Well1024aTest.java b/src/test/java/org/apache/commons/math4/rng/internal/source32/Well1024aTest.java
new file mode 100644
index 000000000..68a191f41
--- /dev/null
+++ b/src/test/java/org/apache/commons/math4/rng/internal/source32/Well1024aTest.java
@@ -0,0 +1,71 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one or more
+ * contributor license agreements.  See the NOTICE file distributed with
+ * this work for additional information regarding copyright ownership.
+ * The ASF licenses this file to You under the Apache License, Version 2.0
+ * (the "License"); you may not use this file except in compliance with
+ * the License.  You may obtain a copy of the License at
+ *
+ *      http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package org.apache.commons.math4.rng.internal.source32;
+
+import org.junit.Assert;
+import org.junit.Test;
+
+public class Well1024aTest {
+    @Test
+    public void testReferenceCode() {
+        final Well1024a rng = new Well1024a(new int[] {
+                740849862,  1202665156,  -199039369,  -259008301,  -291878969, -1164428990, -1565918811,   491009864,
+                -1883086670,  1383450241,  1244617256,   689006653, -1576746370, -1307940314,  1421489086,  1742094000,
+                -595495729,  1047766204,  1875773301, -1637793284,  1379017098,   262792705,   191880010,  -251000180,
+                -1753047622,  -972355720,    90626881,  1644693418,  1503365577,   439653419,  1806361562,  1268823869
+            });
+
+        final int[] refInt = {
+            -1478749726,  -1645579484,  -2075363835,  -2063444174,  -1834148336,  -1769045872,    -40711346,   1717441026,
+            2130656771,    783441285,    570433609,   1560023451,    653233971,   1368672434,    -72036215,   1071111800,
+            933776492,     26114960,     49888778,   1808107515,   1092989296,    754848337,   1336994364,  -1987450448,
+            -691190146,  -1803870839,   1110716866,   1173269113,   -391000050,   2014216908,    180756301,   -382891013,
+            -1908154585,   1580737629,   1080267957,   -125532248,   2094530239,   2132964485,   -438596348,   -760299445,
+            1058181869,   2050816800,  -1534429037,    -62552782,    824524142,   -818590371,  -1857695907,   -684762866,
+            -156556543,   -902759995,   -880795194,  -1387351132,  -1263017515,    448006597,    201038266,   1929826313,
+            -455367306,    672963027,   2000073013,  -1546842042,    446341090,   1001696686,   -779919012,   -347722602,
+            -1342821677,   1639571150,   -835315755,   1505585376,    367004975,  -2035864404,  -1786623553,   1249724913,
+            182435312,   1444514513,   1815333708,   1333772382,    299664001,   -284691169,   2034403374,   1423310887,
+            -1319051884,   1557286441,   -445198266,   -251809030,   1602786123,    944036382,  -1020529634,    258344235,
+            685254367,   1838964943,   -156674528,   -979736602,   -538312836,    234643178,    211152102,   -635498640,
+            -1036733933,  -1347589147,   -565609042,  -1358714165,    508618483,   -786364693,   2071450261,   1206956772,
+            -678931458,    167690617,    144698821,   1719720781,   1575869280,  -1343221123,  -1766469944,    284991647,
+            -717305514,    892653651,  -1368347075,   -615701972,   -730369849,   1360396003,  -1869287623,   1778269052,
+            -586061545,   -699517114,     61530249,  -1860611767,   -519660852,   1841085925,   1555610093,   -399979337,
+            -790345742,    422355947,   2007965433,   2044952550,  -1712164595,   -102915702,   -693865324,  -1894042487,
+            -1285020072,   -215883074,     95833252,   1625818040,  -1055951680,    513067085,   1825246558,   -553461652,
+            -1923361799,  -1869480206,    567232636,  -1751727150,  -1832301399,   -108136455,  -1312244126,     14006795,
+            850221366,   -382389732,  -1741556188,  -1317464467,   1948314870,    753994471,   1028235947,    342494132,
+            -1862256693,    723808794,   -234257642,   1609928369,   -802733456,   1315831915,   1436072885,   1224767136,
+            2144557791,  -1839965886,    224821018,  -1461697757,  -1080386760,   1638573498,  -1188173812,   -325181523,
+            -1750676219,  -1780415850,    698793362,   -908352052,    299746482,   -161660934,   1938166833,    800297005,
+            56640033,  -1214932666,  -1248124842,   1822796868,   1777615881,   -718517774,   1908159957,   1733053281,
+            1851844331,   1283519375,  -1771494956,   2060179999,   1666129209,   1919453531,   -498145770,    697567008,
+            1855487148,  -1587163491,    565216434,  -1477877933,   -925662919,   -806492585,  -1201439047,  -1424534232,
+            1788616523,     69414717,    655893636,  -1175978556,     24787512,   -861550001,    439525754,   -190433174,
+            -383811606,   -508589783,   1441608687,    608181366,   1539467064,    925903122,    697209654,   1878283393,
+            -1967567432,  -1659677763,   -249658183,    847096354,    397741956,   -125334541,  -1286840731,   1016461908,
+            -997968592,   1795331475,   1856856501,  -1716726445,   -582181331,   -887091847,    426964855,   -609219941,
+            -1456232632,   -483467616,   1069260754,    972242064,  -1406786247,   1954194029,     52627891,   1212755081,
+            2117436668,    281073392,    741537353,   -483063506,   1850906286,   -244876135,   -270818140,   1817568823
+        };
+
+        for (int i = 0; i < refInt.length; ++i) {
+            Assert.assertEquals(refInt[i], rng.nextInt());
+        }
+    }
+}
diff --git a/src/test/java/org/apache/commons/math4/rng/internal/source32/Well19937aTest.java b/src/test/java/org/apache/commons/math4/rng/internal/source32/Well19937aTest.java
new file mode 100644
index 000000000..c86af888e
--- /dev/null
+++ b/src/test/java/org/apache/commons/math4/rng/internal/source32/Well19937aTest.java
@@ -0,0 +1,109 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one or more
+ * contributor license agreements.  See the NOTICE file distributed with
+ * this work for additional information regarding copyright ownership.
+ * The ASF licenses this file to You under the Apache License, Version 2.0
+ * (the "License"); you may not use this file except in compliance with
+ * the License.  You may obtain a copy of the License at
+ *
+ *      http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package org.apache.commons.math4.rng.internal.source32;
+
+import org.junit.Assert;
+import org.junit.Test;
+
+public class Well19937aTest {
+    @Test
+    public void testReferenceCode() {
+        final int[] base = {
+            740849862,  1202665156,  -199039369,  -259008301,  -291878969, -1164428990, -1565918811,   491009864,
+            -1883086670,  1383450241,  1244617256,   689006653, -1576746370, -1307940314,  1421489086,  1742094000,
+            -595495729,  1047766204,  1875773301, -1637793284,  1379017098,   262792705,   191880010,  -251000180,
+            -1753047622,  -972355720,    90626881,  1644693418,  1503365577,   439653419,  1806361562,  1268823869
+        };
+        final int[] init = new int[624];
+        for (int i = 0; i < init.length; ++i) {
+            init[i] = base[i % base.length] + i;
+        }
+
+        final Well19937a rng = new Well19937a(init);
+
+        final int[] refInt = {
+            -612874471,   -354976292,  -1838197125,  -1781560577,    278390997,   1214938280,  -1752615390,   -760835246,  -1712883765,   -241205782,   -145390202,    495649160,   -514388259,  -1271015916,  -1640000013,    849273623,
+            -549729394,  -1206917255,   -545909692,    811925434,  -1665729633,  -1525292882,   1416246482,   -153220826,   1148868872,   -326143196,   1724979062,   1790931148,  -1648679618,   -439051683,    112482777,  -1484051520,
+            -1881272572,  -1270447031,  -1216102401,   1579107248,  -1224395621,   2144411988,   -416216641,  -1529222361,   1628987080,    164445245,   1506928916,    928145916,   1436000427,    862025970,    560077705,  -1887251027,
+            -514360858,   1735094506,    475624879,   1755802355,    295448361,   -155399225,      3972415,   1368201076,   -465126094,  -1622687259,   -246099304,   1798631152,  -1937269102,  -1700560396,   -293352622,   -896632303,
+            -2088933220,   -194382452,   -480218162,  -1618517785,  -1925031481,   -150217434,   1678937261,   2130832364,   -485546678,  -1499224981,   1430390884,  -1895417302,    210514746,   1781140999,  -1940853105,  -1238099647,
+            485922557,   -103223212,    633481679,   -632946979,    695235541,  -1661735272,    277603567,   -958341538,    256982285,   1850270018,   -327388076,   -219053874,   1380560653,  -1221689980,   1335863752,   -545032383,
+            -575291735,  -1295623907,   -140058298,   1063302709,  -1290702617,   -790401546,   -170630961,  -1203114473,   1458063108,  -1212753301,   1546428514,   2112636413,  -1463028928,  -1812598032,   -883529486,   1131084094,
+            62042165,   2135819802,  -1192342739,     98361522,  -1341042205,   -475283063,  -1632033747,   1745196892,    168608689,   -914987039,    274428907,   -881357258,    167940012,  -1975737532,   -903960486,  -1370984244,
+            -589352935,   1783633514,   -570111010,     71495377,    194463285,  -1243905021,  -1398490898,    221691209,    -55728834,   -638916786,   -770622372,  -1911651810,   -295233027,    301467998,   2058638784,    681490183,
+            -1547865078,  -1668135684,   1299261826,   1649468635,    287995017,  -2076844852,   1193468826,   -853948258,    120082777,   1051829542,  -1288514343,   -159456430,    275748820,   -480127107,   -604943233,  -2138088332,
+            1202614819,   1427201263,  -1906344469,  -1230779533,   1690367192,    733159097,    794410312,  -1114452505,  -1601554413,    976747949,   1517787154,   2091780205,   1052078906,   1919282771,   -191013374,   1805397142,
+            736939268,  -1056272823,   -727464316,   -659459005,    797803875,  -1104633884,   1042342081,    -24514837,   1919469940,   1903722546,   -814157872,   1605407665,   -262351256,   -288949635,    729204844,  -1132605534,
+            745453338,    387915035,   1094173337,   2100279147,    156863702,   -257377544,   -719587984,  -1496015613,   1908993744,   2016957554,    918749666,   -135963651,  -1356808639,  -1711185741,   1472589240,   -398100149,
+            628791415,  -1381837652,  -1820702771,   -593586943,  -1456631279,  -1837975351,  -1394249972,   -556916726,    833231177,     43449750,   1029237092,  -2086437337,   -459463076,   -533031784,  -1739648287,  -1374722961,
+            2024908394,   1389678488,      2018558,  -1391707864,   -795935743,    904816957,    836583280,   1766194531,  -1374431014,   -904437876,   2030248636,   -265724199,   2056758426,   -810499837,    887193593,    -77811488,
+            1496312336,  -1874348275,   -456193866,  -2137130942,    868120387,     29025455,  -1999867716,   2001322335,   -579152815,   -390892056,   1592011837,   -306394879,     93636886,   -190879994,   1923358153,    269052141,
+            -396050253,   -987531729,    480350991,   1276744541,  -1445571957,   -957571005,  -2046270221,  -1715395752,   1113585628,  -1782113514,   -697560146,    835320000,   1014320959,  -2119834109,    460056841,  -1464772991,
+            -1282790418,  -2120806165,     86176097,   -731086307,    832497517,  -1876684928,    541008240,    551124479,   -450919132,    647860281,  -2115397586,    979247589,   1095559204,   1927958688,    169497703,   1999579054,
+            2019745038,   1656022059,  -1109662138,    375237154,   1450814436,    919988416,    849761266,   1457057327,   1771166577,  -1639880487,   -852488298,   1767063646,    657295386,   -585561879,    740792583,   1664558308,
+            -654749506,   1109275990,    182597559,   1106789745,  -1806628480,     25948116,   1748374299,    196057325,   -164213209,   1687024594,    782029276,   1879737947,  -1528219611,    412585737,   1190325629,   1985821911,
+            -1272945202,  -1238637137,    465818730,  -1537670961,   1131953615,    905623579,    609183424,   1138422991,   1522974699,    589719061,  -1310894604,    890952933,   -885204790,   -393535694,   1238408670,   1780660354,
+            677803525,  -1121509064,   1553148616,   1109165936,  -1450120385,   1525252521,  -1354897489,   -595402189,  -1274551767,   -869281409,   1788815975,   2020262116,   1124100185,   -400839020,    310574108,   1354413045,
+            -1310514485,   1895732085,    626639054,   1667355357,   2065637178,  -1889009143,   -440157749,   1762849463,  -1693853642,    -56602956,   -930874188,   -398470740,    778356402,  -2113156881,     42854964,   1844399604,
+            -2098310302,  -1812029757,   1441188713,    899579267,   1266994172,   1841370863,   -660740252,    -43254718,   1124500192,   1884907320,    879997211,   1775139845,  -1360112721,   1630490057,    362567879,   1113475029,
+            290319279,  -1209506867,    398146039,   -957742350,   1185761854,   1519676447,   -912689915,  -1117128973,   -305563462,  -1928033363,  -1766324543,   1702753492,   1696951912,  -1895072395,    932663591,   -566548128,
+            991675996,     56529814,    980735023,    718166662,   -650028466,   -886842051,   1857048587,   -569023569,  -1820572202,   -851452711,   -958700452,   -621825633,    -65649888,   -510143183,    761267599,  -1692108035,
+            1729071710,   1623630864,    -53498654,    267235687,    659201413,   1152882627,   -824194574,    356636960,   -502391121,   -538453360,     66115376,  -1633290370,  -1522088932,    268949070,    684499443,   -859474501,
+            1586764345,  -1515639709,    319695602,   -307025150,     69076508,   1050726785,  -1340930110,    552191600,   -207852941,   -273572993,   -539580440,    710343120,   1957076127,  -1107172811,   -561518280,  -1775022699,
+            1978792904,   1935531451,  -2084046304,   -419742902,   -737652926,    614022023,   1676952428,    769892939,  -1092786807,  -1117113223,   -266029995,   -350150999,    207738542,   1964896575,     48805284,   1736500159,
+            551289617,  -1847923501,   1856609505,   2007480480,   -681860219,  -1198106493,   1483591043,   -523895316,  -1814473078,  -1521087404,  -1348859926,   1298056897,   1813789478,    946683654,     79196400,   1766250931,
+            472737685,   1764634332,  -1844726079,   -130619045,   -508713868,  -1762537125,   1010108863,    170107098,   1705386380,  -1139681802,    183739097,   1662699401,   1842694501,   1714633805,     46208876,    616720693,
+            -252553427,   1986302230,   -103130254,   1943225981,    110746655,    553260552,   1588938073,  -1934623163,  -2144781332,  -2086217416,   1941265852,   -781953226,   1216234254,    605543697,   -710872598,   2048636577,
+            -1986927728,  -1007017623,   1243051501,   -614249563,  -2128221291,    581579813,   1173464240,  -1906830937,    261329601,  -1805974103,    769823490,   1858731164,   -561762071,    516417430,  -1221329437,   -825500715,
+            1091364656,   -993658663,  -1475434188,  -1070804384,  -1876492082,    899494424,    683486936,    878807455,     56642807,  -1268202879,   1379172046,  -1386869373,  -1158233876,   1759190552,   1597629789,   1411151497,
+            -1254268471,   1075936979,   -918778269,  -2132675184,    953140888,   1906982077,   1154200766,   -365384600,  -1142488826,    708535121,  -2134869964,  -1531201665,  -2100526761,   1268256467,   2071480803,    193135243,
+            1374158182,    989505347,   -933612202,  -2134839213,  -1302795271,  -2092029041,   1812014826,   2090855917,   2005348528,    606434393,    -60141386,     11156360,    539516285,   -122485034,   -893237911,   -978127424,
+            1509901816,   -451029719,    428544700,  -1622965963,  -1993611605,  -1989324583,   1104111587,   -795138585,   -899552401,  -2110167769,   -234502445,   1586963605,   -503778455,    529261062,    325327284,   -106186403,
+            65369563,  -1475700698,   -228624261,    715975009,   1099352363,  -1796883396,   1376542700,   -308942420,   -344940451,   -395389249,  -1562737166,   1869802677,   1273494710,   2075587668,   -789570273,   1563347596,
+            1142901755,   1676422422,  -1729157809,  -1399423717,  -1814262429,  -1809707284,   1393992342,   -570246212,   1065528749,   -781643849,   1218667301,  -1097949471,   1305629790,    901301039,   -704762030,    360582612,
+            1411910672,   1848068741,   -614500891,   -146889637,   -913903597,    723527277,   -147033328,   -199273155,    734997691,  -2072735286,   2129258691,  -1385074104,    931616624,   1065477319,  -1543474555,   -531410292,
+            -2123119121,  -1538464113,  -1153585193,   1559931968,   -654877011,    879865200,   1489681397,   1998864644,  -1964160144,    163671782,   -858364148,   -323324233,    801208648,    705864113,    436184243,    643773864,
+            2087594507,    134637265,   -749956494,  -1657343972,  -1828172168,    -27357303,  -1145161336,  -1192513644,    216148260,    611393153,    -13752671,   -358631090,  -1211920749,    593572064,    657629904,  -1445961088,
+            -250704995,   1797542707,  -2122311891,   -316774825,   -296303057,   -868002056,    -86697533,   2020588145,   1203427903,  -1371839056,    669531557,  -2031033836,   1323994690,     13703036,    785437772,  -1465821554,
+            -694756014,  -2131068154,  -1745448876,  -1095891733,    936594025,  -1119068454,    855423970,   1705079340,   -905640608,    162297141,   1336619311,   -344353769,    -92608588,  -1080573824,   2002293105,  -2088030765,
+            -1684198727,   -129054718,   -949437132,   -127983221,   -216664110,   1700146143,   -711174649,   1500113839,   1212236226,  -2017364219,  -1263597675,    511929344,   -323998524,  -2021313185,   1803000924,    927670608,
+            336267187,   1244256964,  -1665390108,    991395134,   -251232188,   1267445783,   1547951569,    740269916,   1776431169,   1687220659,    228229817,    271386089,   -682906779,   -438090344,   1190436796,   -744272540,
+            1879221151,   1145200306,  -1730983338,  -1119209309,     90826726,   1567861540,   1638852830,  -1645384932,   1566909531,   1088584561,   1030555565,  -1872052014,    720320695,   -885053674,   -321216789,    739907579,
+            368580703,   -443635520,   1232705619,  -1355949988,  -1047211249,  -1571429448,    599299852,   1036970439,   1513838571,    -51797291,    -26647565,  -1262878942,   -916262582,   1579082269,   -292007383,   1289013866,
+            -1612184284,   1451738668,    448608569,    476432992,  -1229609565,    786372409,    929928149,   -150100614,    448155944,  -1322320576,   -856549627,   1057443268,  -1536809554,    577508258,    584906122,    275295163,
+            -604262071,   -236043234,  -1866434954,  -2072447013,    646132876,    847562546,   -310005953,  -1104162658,    393261203,   -730102354,    440824482,   1654535035,  -1296359745,   1487359328,   -977776604,   -775827779,
+            -1298695106,    519080622,   1697162240,    227873031,   -371123123,   1273702312,  -1710063656,  -2138342344,   1139555478,   1531578907,  -1498880699,   1183507362,   1875307493,  -1649740413,   2135386504,   -962458407,
+            424161768,    504272962,    202204247,   1783466420,   2015579232,   -676642965,   2067456450,    914480415,   -620398841,   1880405399,   1406637142,   1951104977,    633496157,    224861869,    -58659291,    994942775,
+            -479000645,   1421449115,    100168104,    249754169,  -1219011494,   1736303638,    364013694,  -1750035055,   -479217141,   1652913106,  -2109452331,   1633842910,  -1547663337,    936627493,  -1152799743,    896955899,
+            -1407742850,   -523769014,    357161414,    872293304,    744895980,    720829676,   -240843156,   -111779524,   1292836315,  -1792141538,   1946959925,   1181751089,  -1120674052,   1185192575,  -1387002557,   1973209255,
+            -120887476,   -766577735,   -443913073,    786620227,    428564781,   -101232106,   -425959852,    198082021,   1173272226,  -1744840378,  -1621135606,  -1539498583,  -1101274572,     43399711,  -1256764602,   1201920787,
+            2049426139,    846545551,  -2121520873,  -1202939675,   -470425740,    321987390,   1862019060,   -951540342,   -894238318,   -430407175,  -1662746491,    656574776,   1580373777,   -431290218,   1645824323,  -1953526979,
+            -374682356,    474291752,   1071558425,    511038981,   -760598678,   -567797285,  -1176476266,   -268409005,  -2130644484,    -67970563,   1756046948,   1429860462,  -1130984739,   -124916495,  -1544436836,  -1863524031,
+            1024916487,  -1388636482,  -1573205065,    892628956,   1831270021,   1176430590,   1158914682,  -2006787098,  -1228130033,   1516111488,  -1499151347,    470546266,   1642603981,   1425140838,  -1823071475,  -1775267236,
+            -1009380612,    164746986,   1129677098,   1842642579,   -482342932,   -507480364,   1656012309,   1981601761,   -881042120,   -511987083,    342447017,    381192578,    983008095,    741012865,  -1877136350,   -199211983,
+            -452784912,   1929572576,  -1678291139,   -864375281,  -1610561247,  -1936356726,   -749553767,   -865893512,   -567081879,  -1303973729,   -939636958,   -622974563,    428284937,   1049237414,    852280765,     86648946,
+            -1353851401,  -1045422335,    898035731,  -1636093996,  -1083174191,    245046915,   -359768226,  -1028491655,   1051575118,   1774289451,   1839389415,  -1594053468,    736707953,   1873556950,    401186168,   -583669552,
+            -88375334,   2002752071,    264506453,  -1304812107,   -759203942,   -114958524,  -1878903503,    841613720,   1910863820,  -1738114003,    701455920,   1791058048,  -1850960547,   1672292671,   1172188809,    604848896,
+            -1607489375,    305370478,   -948153885,  -1971080100,  -1848966954,   -584538365,     39416319,  -1689119162,    944942598,   1777111075,   1534005553,   2022718432,    -25820385,      3077695,   -315950520,   1859184648,
+            -1397829266,  -1666371809,    858913807,   -610818620,   1554973298,    580023809,  -1662988256,   -408630026,   1316681876,    738204271,    942829881,   -758486983,    780345857,    667165037,  -2086803585,    789741324
+        };
+
+        for (int i = 0; i < refInt.length; ++i) {
+            Assert.assertEquals(refInt[i], rng.nextInt());
+        }
+    }
+}
diff --git a/src/test/java/org/apache/commons/math4/rng/internal/source32/Well19937cTest.java b/src/test/java/org/apache/commons/math4/rng/internal/source32/Well19937cTest.java
new file mode 100644
index 000000000..ebbf61737
--- /dev/null
+++ b/src/test/java/org/apache/commons/math4/rng/internal/source32/Well19937cTest.java
@@ -0,0 +1,109 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one or more
+ * contributor license agreements.  See the NOTICE file distributed with
+ * this work for additional information regarding copyright ownership.
+ * The ASF licenses this file to You under the Apache License, Version 2.0
+ * (the "License"); you may not use this file except in compliance with
+ * the License.  You may obtain a copy of the License at
+ *
+ *      http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package org.apache.commons.math4.rng.internal.source32;
+
+import org.junit.Assert;
+import org.junit.Test;
+
+public class Well19937cTest {
+    @Test
+    public void testReferenceCode() {
+        final int[] base = {
+            740849862,  1202665156,  -199039369,  -259008301,  -291878969, -1164428990, -1565918811,   491009864,
+            -1883086670,  1383450241,  1244617256,   689006653, -1576746370, -1307940314,  1421489086,  1742094000,
+            -595495729,  1047766204,  1875773301, -1637793284,  1379017098,   262792705,   191880010,  -251000180,
+            -1753047622,  -972355720,    90626881,  1644693418,  1503365577,   439653419,  1806361562,  1268823869
+        };
+        final int[] init = new int[624];
+        for (int i = 0; i < init.length; ++i) {
+            init[i] = base[i % base.length] + i;
+        }
+
+        final Well19937c rng = new Well19937c(init);
+
+        final int[] refInt = {
+            2128528153,    327121884,    935445371,    -83026433,  -1041143083,   2084595880,  -1073535198,  -1678863790,   -523636021,  -1514837782,   -736786810,   1527711112,  -1051227939,    978703380,    410322163,   1727815703,
+            -648426354,    636056441,   1954420292,     17754810,   -958628705,  -1091307602,   1793078738,  -1680336346,   1792171272,    941973796,  -2066152330,  -1248758068,  -1061211586,    262020189,   1276960217,   -233886784,
+            1767509252,  -1811939255,   -406116097,   -742435920,  -1349799525,    240329556,   -332161345,   1488943143,   -332244280,   2093328957,    674753300,  -1930135556,    257111467,     63793650,  -1964335223,   1315849133,
+            -797349146,   1372022250,  -1451892049,  -1325138957,   -870401239,  -1294317369,     91490879,    386205044,   -704074702,  -1230679067,   1513674392,   -262996240,   1196007314,   1398903796,    803719762,  -1750926831,
+            -1268814180,   1233515404,   1498313934,   -970591257,    611113671,   -261632474,   1834097325,   1709440492,   -150396854,   2120561003,    -62645660,    479080234,   1535125050,   1823378695,  -1129289329,  -1095198399,
+            2092564733,     78836308,   -692015409,   1647147229,  -1847922219,   1838279320,   -848333841,  -1375151778,    920238861,   1512628290,   -749439404,    288851918,   -427218675,    679640964,    425700808,  -2077624511,
+            -1929434455,   -647176419,    650437190,  -1926749131,  -1564744729,    734494454,    108193743,    246246679,    810042628,   1952337771,   1089253730,  -1874275331,   1428419392,   -492969232,   1945270770,   -201265602,
+            -755490251,   -624426214,   -699605715,   -113446478,    809091299,  -1521531511,   1136505389,   -523660964,    132928433,   1926559713,  -1485314325,   -508322506,     46307756,  -1627479740,   -589386406,  -1855555892,
+            584299545,   1272841066,   -597242658,    925134545,   1102566453,   -753335037,     -9523218,  -1778632375,    568963646,    764338254,   1259944540,  -2000124642,   1307414525,   -151384482,    807294400,   1993749511,
+            -15503094,   -709471492,   2104830082,   1387684315,  -1929056119,    224254668,   -733550950,   -889466978,  -1987783335,   -437144026,    995905753,  -1021386158,  -1096313388,  -1014152835,  -1303258241,   1201884788,
+            -1845042397,   1421462511,    980805867,   2143771251,    481226968,   1790544569,    328448328,   1995857639,    -66668269,  -1411421267,   -222586606,    866950765,   -308713926,  -1048350893,    993222402,  -1139265642,
+            -871837948,   1145571913,    381928580,     35386691,   1640961123,  -1192981020,    775971009,    594246635,   1603197812,   -575106766,   2023682000,  -1636301903,   -718093720,  -1666421635,  -2146115988,    320593570,
+            287355418,    454400027,   1112753817,   1751196267,    782077910,  -1478447368,  -1007557264,   -862315517,  -2035355952,   2123515250,   -557641502,  -1789932035,    879640129,     44167603,    791148984,   1382939723,
+            -2135684233,   1825489580,    937345485,  -1839983359,  -1536880111,  -1472578359,   1548052748,  -1471535862,    -14508727,   1509621398,  -2134967452,   -787485401,    815341660,   -327905128,   1028096737,    866906991,
+            -1585990806,    859229080,    234806270,    998518056,  -1897890815,   -900923587,   1179856752,   1529572451,    620486106,   1119836556,   1661285564,   2097404633,  -1437490790,    265306115,   -984880135,   1326751968,
+            1280043536,    680210701,    155786166,   1550973250,   -325781949,   -597789777,     -1939780,   1345275487,   1930450001,    941449704,    669301309,    693651713,   -990721514,    582968326,    976132553,  -1892942099,
+            -1065070157,   -711990993,   -688974833,  -1026091683,   1115346827,  -1305730749,  -1733626381,   -364566696,    -21761572,    -37152746,   -262011730,   1302722752,  -1806313409,   -767072509,    764112137,   1671157377,
+            1837645038,  -1021606421,  -1781898911,   -232127459,   -310742675,  -1818095744,  -1128320656,   -705565953,   -354445532,   -523172807,   -433877202,    131904485,    -64292316,    381829280,    229820263,   1797992622,
+            1359665678,    978481451,   -885267130,  -1415988446,   -356533788,   -961419072,   1938703090,    708344111,    679299953,    744615129,   1328811158,   1257588574,    569216282,   -753296151,  -1519838713,   2016884452,
+            1062684606,   1561736790,   2028643511,  -1353001615,    886376832,   1466953172,   1664783899,   1290079981,    -57483993,  -1176112430,   1634916316,   1976304475,   1374136869,   -648738039,   1058175869,   -909000745,
+            -1526439218,    726626991,   2066596202,     64980943,    -26166577,   -885900005,  -1821546816,  -1103727665,    730606315,  -1324948459,   -696956940,  -1300869403,   1171578314,    797249074,  -1600611618,   1928247682,
+            307164165,  -1482476232,  -1886179640,   1306433392,   1945271359,  -1272113751,  -1285984081,  -2057145549,    795047465,   1262569087,  -1239828121,   1426641636,   -786371495,   2120199316,   1273690652,     74457589,
+            -1033394229,    338952565,     46122958,   1225741533,   2115308090,    678200841,  -1618264885,   -101162569,  -1628976330,  -1232839500,    468709044,   1876019116,     92723122,    233398255,   -554960844,     38494196,
+            -406437278,   2083528643,  -1106878615,   -340722557,  -2123964932,    223183343,    108918116,  -1014629054,   -901344544,   -838896840,  -1908460517,  -1763508731,   -926890833,   1703791049,   -667755577,   1694418389,
+            791641263,   1095689677,   1119202039,  -1419111438,  -2012259010,    188017439,  -1775110395,  -1971099661,  -1688113734,    131472813,   -776304959,   1511388884,   2080864872,  -1733824651,   1992147495,   1119828320,
+            1065336924,  -1357606762,    462963503,   1180719494,   -202678962,   -892646595,    605869323,   1144255663,    878462678,  -1051371303,    872374876,    631322271,   -172600544,  -1552071375,  -1939570033,    151973117,
+            1640861022,    310682640,     34192866,   2057773671,  -2004476027,  -1879238973,    582736114,    900581664,   -427390545,  -1232348528,   -535115984,   1321853054,     69386780,  -1729375922,   1418473715,   1022091451,
+            496799289,    -80757405,  -1903543310,  -1128846846,      1703964,   1984450945,    856753858,   -812919184,    775486323,  -1376056193,    638628840,    314243536,   1030626207,    644050997,     73923896,    362270613,
+            236584904,   1463240891,   -223614432,    435371594,   -751940030,   -124274553,  -1991092884,   1579624267,   1249632649,    157589625,   -345229739,   -366245207,  -1399995986,   1651729983,   1965074340,  -1108970305,
+            1163690769,   1732013523,  -1461252895,    669755552,   -476503675,   -264578685,    -32813949,    288222188,    -25734262,    106040916,   1654395626,   -365148479,   2014455846,  -2040447994,   1351639280,   -919975757,
+            -1970412139,    -47306532,    222377665,   -363434917,  -1091717516,   2090685531,  -1221091649,  -1729649190,  -1239406708,   1064945398,   -105437479,   -419675255,     74701669,    -12862899,   -498269844,   1566898997,
+            -1872838355,   1596887574,    485902962,    469225597,   -881763553,   1307841032,  -1642872487,   1388543045,    379792876,   1095683384,    840780732,   1934378038,   1851278350,  -1359389423,    130868458,   -313448799,
+            -663624816,   1031714153,   -608443411,   -205137499,  -1849464427,   1973593637,   1068741808,  -1420655961,   1188762305,    954044841,   -995454462,  -1818101092,  -1937201943,   -324541290,  -1520603933,    572873173,
+            -554764496,   1051557081,  -1245136076,   -985349536,    329320398,   1787901464,    -37803304,  -1759310177,  -1463492617,  -1861729663,   1251768782,    256937091,   -779036948,  -2049893864,   1256022877,   1228075657,
+            -1550195255,   -611319853,   1190797155,   2047604112,   -576077160,  -1532843331,  -1324899394,   -159729560,   -622525946,  -1080302767,   -236033484,   1895243903,   -410123689,  -1944154157,   -681781021,   1208453003,
+            579595878,   1303914051,   -145607082,   -131567277,  -1917288455,    894217359,   -175688726,  -1585480723,    663691440,  -1140068263,   -641711178,   1596080008,    629197693,    976422358,  -1570451095,    525923776,
+            895046136,   -504151767,   1602553020,  -1233054923,  -1798474837,  -1488857895,   1055782627,    261863143,   1879276655,    488240679,   1910982611,  -1919441259,    370435945,   1265230086,  -1293284428,  -1503576227,
+            2076963035,  -1379628250,   1157098875,   1984461153,  -1947837397,   1705880124,   1453607404,  -1233649748,   1479943773,   -863878721,   -862415630,   -736723275,    940306358,  -1596000684,  -1174889953,   -615723892,
+            -885006597,  -1796723178,   1844159055,   -188942309,   2107251811,  -1675486996,  -1009475178,   -859263556,   -431866963,     -9593673,  -1878920923,   -104853791,  -1535224994,    -69315537,    586690130,  -1292234796,
+            1378749456,   -301873019,   -319297563,   1677205851,    292450579,  -1289441171,   1788113680,   1907606333,   1464711611,  -1372023606,  -1978832445,  -1772259768,   1949124464,   1818322887,  -1138036603,   1249727628,
+            -1474866449,  -1868013169,  -1384567593,    717007936,    954189997,  -1900561040,    738470389,   -158973180,   1732860784,   1936031206,  -1133354740,  -1173166665,   1432976712,    852636081,   1732064691,  -1831788120,
+            1273933579,    455403217,   1988395890,    106493468,    506092152,   -610530423,   1698053512,   1311747476,   1969503012,  -1887461759,   1613543073,    903200334,   -737865837,    325656800,  -1234001200,   1492148864,
+            2009861533,   -368262605,   1091338541,   2076108119,   -961392337,   1835877112,    316250307,   -853333391,  -2125443777,    815363504,   -798707803,   -158146540,    690786114,   -530775684,   1203556940,   1611485582,
+            -1661412270,    -53184506,   2126287444,   -232222229,   1559486057,    283532250,   1202760418,    932144172,   1082594656,   -570104011,    413509167,   -995027177,   -996477516,      -540544,   -745537167,   -712135469,
+            -996294983,   -592787198,   1889840948,   1314628747,   -394266926,   -682316577,    456447239,   1728806063,   -396279614,    -43387643,   1915717013,   -861574144,  -1078710588,   -561401249,   1111464540,     63643984,
+            -1693870413,   -968369980,  -1053148188,    708799038,   1883537988,    373371671,   -156410415,  -1596483236,  -1846890431,    888692915,  -1025632583,  -1666477591,   -343066267,  -2059058792,    641501628,  -1744347292,
+            1648632991,   1743540146,   2020952406,    164014499,    990508262,   1706408228,  -1236471842,   -347116260,   1843634523,    827255665,    300519853,  -1265974830,   -547247177,   -583064554,  -1995437077,    689210107,
+            -93151393,    835365056,   1706367315,  -1605902756,    200954895,    431093688,   -277573364,   -928486713,   -552221973,    145432789,   1128919795,   1675095586,   1930359882,   1215849501,  -1447770583,    657776490,
+            1885869860,  -1629237204,   -868897479,  -1258169760,   1828140195,   -883850439,    463933909,   -347361158,   1478116648,    801176896,  -1501915899,   1017335748,  -1654508882,    123994786,   1588785290,    791166651,
+            -1523108535,    340411166,   -496474762,  -1189711141,     -7392628,   2045171250,  -1245366209,    834787230,  -1346883181,   2034209454,    737043362,    898803323,   1983089087,  -1845404320,      9585188,  -1180608323,
+            1665100606,   1949474222,   -211115008,   1151308295,  -2132174259,    913126312,  -2085061672,   1419864120,  -1134542954,    -53833957,   -246913211,    468382370,  -1759479323,   1136686211,   1307012488,  -2036299559,
+            -1346099736,    314743106,  -1683101865,   -947151948,   -234529696,  -2103334293,   -279256894,     -1484257,  -1053953017,   1801205399,    941594454,   -874119215,   -672865187,    762284205,  -1494975451,    486607927,
+            -898264389,  -1711861093,   -212572760,   2106484281,  -1610786470,   1352525590,   -837779586,   1568282001,   -593019125,  -1146260782,  -1595879979,   -640781858,   1107692311,   1547132709,  -1928385535,  -2057772805,
+            634887038,    329772618,    942136006,   -864405576,    501883884,   1537141484,  -1180626836,   1123055420,   1090885851,    421662750,   2033111605,   1710917425,  -1118058244,     74321279,    257328195,  -1199940697,
+            208625996,   -442341447,    808119183,   1166827075,   1177417517,  -1856155370,  -1464837036,    -60624923,  -1306220638,    -91104698,  -1434621430,    548899241,     37351476,   1478278431,  -1255061434,    248470035,
+            -104642597,  -1865169521,   1418373655,  -1660810523,  -2129015436,    154612798,    276575732,   1930338442,    179503250,   -929294855,    -39452027,  -1377657544,   1442322193,   1137511318,   -432158653,   -984801987,
+            743099148,  -1118893528,   -904123623,  -1273146363,  -1884800406,   -803169061,   1254123158,   -484252077,    317646844,    404246525,  -1230293916,   1121445742,    -19657507,    652967153,  -1055406692,   -468950719,
+            -1493532921,  -1447624258,  -1369679689,  -1517000228,   -145853307,   1518006526,   1591195514,  -1475557146,   -909722097,   2103182976,   -406830579,  -2124025254,  -1804819507,  -1357512858,    567321869,    409048156,
+            567805180,   1749009386,   1762759722,  -1770324077,   1271140844,    468219092,    955792405,   1911965665,   1876314424,   -718200715,  -1278883927,   1392281730,   -120519585,    851473793,    245054754,    -33369039,
+            -284877584,   -479534880,   -212346563,   -122017521,  -1461429983,   1331007370,   1788621721,   1739036536,   1446350953,  -1985448033,    685528610,  -1386434659,   1368233993,   2021786790,   1596478397,  -1716635278,
+            -2011083017,    171876097,   -311529197,    687812052,    377000657,  -1055547517,  -1499047842,  -1818434951,   -120863666,     33888043,  -1387509273,   -541540700,   1162597745,  -1331415338,   1931708792,   -850270000,
+            663845594,   1536495943,   -322924971,  -1380272203,    261190298,   -204874428,  -2104974031,    883819928,    155808204,  -1454446035,   1323388464,  -1696505728,   1549800285,   1018150463,  -1327715703,  -1582480640,
+            1013659809,  -1820360082,   1666498787,   1406120540,   -196541482,   1248470531,  -1250433281,    836375878,    177646854,  -1927020253,   2145878321,    689712096,   -596605921,    348283199,   1916993096,    481356808,
+            -339687826,   1219340319,    718895887,  -2007521340,  -1859185806,   2042164737,    -58146784,    742449142,   1930754708,    780832111,    715056441,  -1393886151,     -8150527,   -599607443,   -537300865,  -1212516084
+        };
+
+        for (int i = 0; i < refInt.length; ++i) {
+            Assert.assertEquals(refInt[i], rng.nextInt());
+        }
+    }
+}
diff --git a/src/test/java/org/apache/commons/math4/rng/internal/source32/Well44497aTest.java b/src/test/java/org/apache/commons/math4/rng/internal/source32/Well44497aTest.java
new file mode 100644
index 000000000..fa86f0bea
--- /dev/null
+++ b/src/test/java/org/apache/commons/math4/rng/internal/source32/Well44497aTest.java
@@ -0,0 +1,109 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one or more
+ * contributor license agreements.  See the NOTICE file distributed with
+ * this work for additional information regarding copyright ownership.
+ * The ASF licenses this file to You under the Apache License, Version 2.0
+ * (the "License"); you may not use this file except in compliance with
+ * the License.  You may obtain a copy of the License at
+ *
+ *      http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package org.apache.commons.math4.rng.internal.source32;
+
+import org.junit.Assert;
+import org.junit.Test;
+
+public class Well44497aTest {
+    @Test
+    public void testReferenceCode() {
+        final int[] base = {
+            740849862,  1202665156,  -199039369,  -259008301,  -291878969, -1164428990, -1565918811,   491009864,
+            -1883086670,  1383450241,  1244617256,   689006653, -1576746370, -1307940314,  1421489086,  1742094000,
+            -595495729,  1047766204,  1875773301, -1637793284,  1379017098,   262792705,   191880010,  -251000180,
+            -1753047622,  -972355720,    90626881,  1644693418,  1503365577,   439653419,  1806361562,  1268823869
+        };
+        final int[] init = new int[1391];
+        for (int i = 0; i < init.length; ++i) {
+            init[i] = base[i % base.length] + i;
+        }
+
+        final Well44497a rng = new Well44497a(init);
+
+        final int[] refInt = {
+            -1464956854,  -1524360321,    986845646,   -182050548,   -818943186,  -1744848370,   1392434650,   -182648505,  -2026593838,   1254866610,   -410459761,  -1392048371,   -968730026,   1485793687,   -728749746,   -112685463,
+            275126404,  -1101838984,   1193096287,    443511615,   -510869213,    549869992,   1974458428,  -1217587840,   -335835016,  -2048974745,   1066947099,   -611611187,   1978925459,    688164478,   -463344808,     56995910,
+            699288809,    606392470,    117418673,   1948706703,   -485598135,    385841705,   1725261146,   -919553921,     70643668,   2128611684,   1720197347,    738706713,   1162026860,   -611442152,   1469145601,   2051653750,
+            609067755,  -1971782890,   -971114565,    776260144,   1619791127,  -1547233838,   1502505722,    913168193,   1761269649,     81782996,     62251540,   1519079156,   1239007000,    489633356,   -800433470,  -2107278046,
+            495320431,    269446836,  -2013306553,   1074614697,   1645125348,    584369930,   -405429577,   1211134012,  -2060113546,     -2047824,   -443978800,    271218497,  -1002185964,   1519315874,   -695096464,    -79101601,
+            -1521653608,    192426133,   1159511202,  -1354494985,   -477280535,    583522228,   -661741458,  -1251175621,   -369487281,  -2015449518,  -2102058930,   -645264919,   -925270025,  -1674575999,   1363844609,   -831732660,
+            -1668989157,  -1861246633,     83763283,  -1056074975,   -519054258,  -1546386261,   1691674654,   -885968657,  -1189571815,   2095154843,   1686743191,  -1859471265,   -261593938,   1721982136,   -491120252,   -949699153,
+            642525852,  -2005306625,  -1004765905,    742736856,   1653443876,    788423835,   1536155740,    879514143,  -1510757104,    115238646,     28600662,   1485490803,   1272460710,    523153480,   -766782926,   1332478031,
+            528775440,    302965264,  -2046891123,   1108139271,   1611601128,    550846467,   -439082190,   1244786747,    941120547,    -35568474,   1756370964,    304870369,   1902684028,   -408710726,   1673189520,   1180987663,
+            -1488131864,    158973303,    154514890,  -1387953397,   1453732833,  -1342263302,   -628153633,      4710424,    619931109,    721411332,  -2135645486,   1688696681,   -891749588,  -1641122924,   1397432310,   -865254619,
+            -1635468227,  -1827787970,  -1311416657,  -1022618057,   1411688086,  -1579840139,   -637954674,   2115653281,  -1155985079,  -1043532593,   -374286955,  -1825883832,   -227940643,   1688394137,   -524577925,   -983222470,
+            -1955769926,    626525757,  -2009760930,  -1855453635,   -676923169,    754966926,   -291202391,  -2126042921,  -1477304277,  -1409345382,  -1264640578,   -441993991,    -17611930,  -1576809974,   2137694350,   1299022733,
+            -762509116,  -1087399293,    819303572,    -14571174,   -719035481,  -1644675278,   1492736905,    -15038081,    974773023,   1087127339,   1790024863,  -1493135734,   1936273291,   -442361741,   1639666948,   1147532756,
+            174955156,  -1537685747,    187972574,    275303083,   1420277149,  -1375787574,   1873043153,     38164241,    653451946,    687758113,    899667071,   1722219976,   2146668333,    587401069,    -26582672,   2034645447,
+            1401801794,   1043291001,  -1277898614,   2116116828,   1445274301,    150534325,    469242183,   -937704471,    171074779,   -204638071,   1269913689,   -771734064,    -12280461,  -1182158859,   1704390140,   -263303749,
+            -848503723,  -1822849148,   -634064465,   1130988864,  -1515750310,   -908815400,   1487214333,    994482967,    853103628,   1711185413,   1520342001,   1067859186,   1693632130,   -603831333,    292236742,   -800655385,
+            -1467184928,    221125007,  -1697377800,   1293953144,   1730537111,   1073329737,    519625212,    689636032,   1127394154,  -1496469136,  -1214585810,    822152197,  -1572579275,   -527866383,   -996792678,  -2058452887,
+            -1133767559,    576275042,   1579109209,   -295089371,   1502267384,   -724281876,   -911879875,   1131096177,    333026744,   1238706603,   1067340063,   -745697708,   -973992204,   1560446744,   -664017057,   -616056490,
+            1099714049,    674159948,    383625825,   1411443110,   1862818263,  -1896254899,   1322476914,   -719144734,  -1540101945,    988154902,    781856577,   2013381051,  -2059071359,   -142073207,     60252832,   2052050421,
+            -666391497,    376633738,   1663011481,  -1706886481,  -1870003191,   1003819645,    898131216,    778824906,   -656875645,  -1730811011,  -1751653787,   2056079904,    231977636,   1831419220,   -465545074,  -1505266471,
+            1034419975,   -133864043,   1876779821,   1879792902,   -100100435,   -959264741,   -472668436,    203584096,    -46980157,  -1478047098,   -979669209,    809008494,   1279644171,   2055793632,   1385672419,  -1756428826,
+            -1790481031,  -2089665073,  -1608595011,    457322987,   1267418945,    -19541848,   -796352273,  -1049973752,     30940894,   -539710199,  -1097391703,   -779353550,  -1328320498,   -735447662,   -918513196,   1516945649,
+            1218919237,   -251287485,   1826366637,    353082340,    889839220,    399638904,  -1462573609,   -618450466,   1429903706,   2095548034,   1486594475,  -1053248922,     74346322,   -357998703,   1790710495,   -146359619,
+            1581657509,   -797737661,   -920778913,    608399665,    646679359,   1861775150,  -1014371223,    476735306,  -1577737028,    383018939,   1234592859,    344770283,   -472763155,    187217985,   1245828866,   1936329359,
+            61243025,  -1979390025,    903671173,    302699505,  -1677126111,  -1194113496,    835857595,    706998946,     70931462,   1374113464,  -1464459699,   -231081598,   1366205112,    396990527,  -1615015619,   -968458597,
+            457632575,     24361353,  -1120685182,   2101590608,   1654666456,  -1208442054,    579414359,   1078056578,    217408674,  -1560683025,    815178420,   1219326466,    450032327,    774403237,     54597342,   -664057229,
+            447132403,     50603973,    435640301,  -1224073863,  -1339908037,   1775470944,  -1378119263,  -1375189988,  -1287971162,     29816317,  -1313418882,  -1824967031,    443540716,     11064217,  -1463969487,   1967601549,
+            124474667,   1230898256,  -1741455555,    561643750,    933295231,   -923145874,    245538199,    289478386,    200552280,   -268887021,  -1598221376,   1236123270,    318325803,    773964550,    191670680,    158043961,
+            -762639146,   -416703928,   -721969492,   1664330785,   -584949010,   1509045840,  -2066001147,   1728613092,  -1103375821,  -1262079070,  -2034789427,   -418216342,   -546365126,   1235751589,   1639799329,   2085089663,
+            -697590049,  -2007054256,   -147701903,    209371702,  -1868450893,   1241065116,   1537364837,  -1035970557,    318040217,    150492098,   1841159805,   -491979749,  -1275490577,  -1759443566,   -697538216,  -1589624976,
+            -678703557,   -189067001,   1539472677,  -1396089831,    271512148,    180483983,    483714313,    703861378,   2122114992,   -600097045,    522009268,    160429181,   -744428886,   1541223403,  -1211039718,  -1167643980,
+            1551471162,   -816207368,  -1429258613,   1350901561,   1934120609,   -961643277,   -214772286,  -2128270227,  -1561239720,   1493926966,   1376671007,     94966082,    221846150,   -164351411,    -51309876,    497148497,
+            1233668542,    266257753,   -773473851,    953946385,    420815294,  -1390653175,   1834391782,      4704447,   -891751440,   -744104272,  -1082756642,   1431640408,  -1912055536,   -159789461,   -704946016,   1956368139,
+            642279822,   -374415338,   1562655802,   -272964020,   1071498305,    667364168,  -1546405154,    341389690,   1360662999,    377696332,   -437020076,  -1668574556,   1242655350,   -756555890,    645954261,   1914624235,
+            2134904445,   -247737098,    143667521,    -17668806,   1804148531,    414247300,   1030053929,  -1595215075,    887532426,    553113691,   1173830167,   -303724353,   -280418143,  -1143962122,  -1898518451,     36464746,
+            1189572700,  -1549967582,   1093341440,   -452303819,   -731023001,   1111173883,   1678013973,   -836458212,   -842956392,    212774049,   -845621791,    966282353,   -823130040,    700410571,    619075141,   -304785045,
+            -1816233676,  -1789653997,   -166914694,    690663021,   -669570330,   1098624444,   -987380984,    452844935,  -1089825546,   1221160503,   1217375341,    512281644,  -1106887134,   1665404458,  -1462594714,   -207498587,
+            -789271490,   -723469709,    512055365,   1445951882,   1692473633,   -996873493,   1445046730,    993087194,  -1666188562,   -897427329,   1008869698,   1236029718,   1499207233,   1704947182,  -1815799281,    686399988,
+            -475436580,   1588892458,    884859588,   -471913926,   -487416631,   1323960741,  -1257612174,   -468909314,  -1866654496,  -1417895838,   1707647971,    997140465,  -1358794225,   1929422460,   -605622778,  -1587468566,
+            469149623,   1121515927,    748484204,   1201983830,  -1906623591,     76398473,    261109068,   -796025669,  -1964466661,   1739898262,   -756850622,   1581369453,   1484675811,    484136467,   -705983890,  -1357931714,
+            548520423,    741992908,   1017931838,  -2078503520,   2097871343,    569233897,    -91903627,   1864053450,   -876129714,    336670307,  -1950420274,   -872316480,   -662220291,    275724295,    703565412,   1334248646,
+            -217559198,   1044090753,    743502488,  -1518545318,     20614180,   -768582053,    976522354,    -25129962,   -983639284,     71722595,   -119236393,    368844119,   -795808244,    696073964,   1379765302,    235083623,
+            666280330,  -1313689346,   -643870520,    534522699,   -250414377,  -1239276164,    159264592,  -1119503518,   1168161619,  -1366518946,  -1335653301,    248092140,   1390152547,   2051602724,  -1023547981,  -1479782621,
+            -1785785862,   1609789158,   -919124123,   1703200068,   -852553456,   1573706142,   -376011685,    305068766,  -1231775451,  -1536883494,   -125122369,   -896696968,    852651567,   -458154391,    747781704,   1173040469,
+            -1569200836,    312506093,  -1680530410,    117086271,    794587661,  -1231003908,  -1048955503,   2119305423,   1636729108,   -522378372,   1627421730,    545077470,  -1683264872,   1486496559,  -1793064672,   1908368749,
+            -1226052295,   1399248776,   -588193954,  -1289386125,    534647065,   2126245059,   -238362987,  -1244573058,  -1571832269,  -2052693379,   1494767731,   -528668449,   -980826491,   -151282847,  -1468523556,   1876349941,
+            -301654558,   1467960576,   -741720848,   -612158589,     92376910,    987915105,   1037689578,    793773489,  -1387669541,    349490139,    564784004,  -1161242130,    619703053,   2063233129,    190888106,     81845991,
+            -1482466066,    283234313,    114355492,  -1879406787,  -1283370924,  -1378903370,   -730141747,   1570738286,   -281348873,   2131743196,    795654462,   -497365688,    437612465,   1928618254,   1433118279,  -1801292119,
+            -2059248836,   -221673230,    163637697,   -411319468,    244353317,    786753178,    489172932,    464627154,   1258915212,   -229028334,   -994675463,   1931657329,   1784181437,    -97111947,   1728952452,  -1329133577,
+            -1606156362,   1341196121,   1679632329,   -796545286,  -1021125869,   1427825468,   -214986389,    250791528,   1029777000,     90661677,    602529506,   2068040879,   1483801763,      2332097,   -457467017,    672399614,
+            1542769193,   1781253216,  -1967165705,  -2052227925,  -1248173215,  -1676554121,    292413596,    209649573,   1750689340,   1946874730,   -832845570,   1774178655,   -450175610,   -431901779,    613330756,   1969434259,
+            1251099237,  -1320908513,    -50659188,    273178515,   -296290724,   1195998469,   1329813722,    759419114,   1003396150,   -274557619,   -548886303,  -2055397788,   -766678640,   -464045978,  -1835907569,   -169406709,
+            820751456,   1778613303,  -1582073956,  -1728391771,  -2075389498,  -1606584632,  -1702107251,    -15724560,     45610235,  -1967510298,   -671487775,  -1841110041,   -913365944,    869680052,   -798103472,  -1564096927,
+            -918899909,   -810066882,    428829752,  -1413487973,   -844240890,   1343914280,   -689285374,   1827745702,   -799686631,   1696465705,   -726159000,  -1381157526,   1649221296,   1791106481,  -1872852642,   -485685063,
+            1534949133,  -1611901907,   -581776031,    242740701,   -382394666,    668419384,    388297992,    748818886,    713804061,  -1783774172,  -1823401590,  -1009098384,   2071462929,   1154475522,   1309810666,  -1734475040,
+            1212095416,    988288210,  -1457428115,   1699730041,  -1804729443,  -1922824494,   1000076038,   -226555981,    131425181,  -1071582828,    357680377,   1574190179,    996651958,    965704429,    -47651768,    243931978,
+            808955117,   -652323633,    544967309,  -1199510217,    702795379,    997685748,   1593927308,   2119371055,   1451401230,    -41992913,   2033816081,  -1030495962,   1764010175,    457470691,  -2001190141,   -373358035,
+            -1950331268,  -1291674220,    642934467,  -1825725718,  -1555687487,   1664472129,    -24722338,   1899539596,     78519318,   1662555805,   1744711308,  -2142888582,  -1597853572,    118030659,   1596713428,    404304267,
+            -1350880388,    648702031,   1185458591,   1798138033,    819516445,  -1466759682,   -751277607,   -879817426,  -1931050435,   1465603177,  -1402344216,    768491239,  -1404853657,  -1915685264,  -1845859847,    313163207,
+            1239598382,   1988767047,   -555152530,  -1925665864,   -182399255,  -1392390808,     64861291,   -511875035,   1879964459,    918905020,   -840773616,    459610189,  -1522352470,  -1821396360,    977274705,    -60616465,
+            -1846727880,   1208592937,   -515359427,   1127607806,   -395032287,    491869604,   2053794084,    568321750,   1597027438,   1355613070,  -2069482724,   1899252555,    844726247,   -625112193,   1146099491,  -1037855139,
+            1203928737,   1875686061,    994108281,   1471873396,   2026801570,      4941446,  -1066074241,   -983738686,   2037429697,   -836521112,   -633388883,   1221918725,   2137035208,   -369891832,    372509548,   -110916409,
+            80517712,   -658056946,    727893428,  -1353651002,   -475459562,   -291323023,   1059377566,    591801919,   1018232602,   -348255729,   1863827426,    246032476,  -1026132864,  -1356383176,  -1224690998,    262442981,
+            1257773681,  -1738604660,     77131430,  -1320261233,     -2342727,  -1817187590,  -1883997191,   1367221809,  -1863623746,  -1132606249,    149024763,  -1228275128,   -578030399,    356914163,   2109691820,   -880313621
+        };
+
+        for (int i = 0; i < refInt.length; ++i) {
+            Assert.assertEquals(refInt[i], rng.nextInt());
+        }
+    }
+}
diff --git a/src/test/java/org/apache/commons/math4/rng/internal/source32/Well44497bTest.java b/src/test/java/org/apache/commons/math4/rng/internal/source32/Well44497bTest.java
new file mode 100644
index 000000000..b850be56e
--- /dev/null
+++ b/src/test/java/org/apache/commons/math4/rng/internal/source32/Well44497bTest.java
@@ -0,0 +1,109 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one or more
+ * contributor license agreements.  See the NOTICE file distributed with
+ * this work for additional information regarding copyright ownership.
+ * The ASF licenses this file to You under the Apache License, Version 2.0
+ * (the "License"); you may not use this file except in compliance with
+ * the License.  You may obtain a copy of the License at
+ *
+ *      http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package org.apache.commons.math4.rng.internal.source32;
+
+import org.junit.Assert;
+import org.junit.Test;
+
+public class Well44497bTest {
+    @Test
+    public void testReferenceCode() {
+        final int[] base = {
+            740849862,  1202665156,  -199039369,  -259008301,  -291878969, -1164428990, -1565918811,   491009864,
+            -1883086670,  1383450241,  1244617256,   689006653, -1576746370, -1307940314,  1421489086,  1742094000,
+            -595495729,  1047766204,  1875773301, -1637793284,  1379017098,   262792705,   191880010,  -251000180,
+            -1753047622,  -972355720,    90626881,  1644693418,  1503365577,   439653419,  1806361562,  1268823869
+        };
+        final int[] init = new int[1391];
+        for (int i = 0; i < init.length; ++i) {
+            init[i] = base[i % base.length] + i;
+        }
+
+        final Well44497b rng = new Well44497b(init);
+
+        final int[] refInt = {
+            -102003638,  -1254584449,    836441550,   1949705484,    653000494,   1579400718,    699652570,   -140738233,   1164288466,    419933874,    366568847,    780567309,   1867405910,   -350557801,   -964350642,  -1323492759,
+            191502468,    398676344,   1568976991,   1005053759,    199053603,     31083944,     74697788,  -1343941248,  -1205631880,  -1637961625,    361813531,  -1706096179,   -403340909,   1666226814,  -2034962600,   1237102662,
+            -1833248535,   1584255126,   1295661745,  -1753848945,   1208145993,    930278953,   -733716134,    192752767,   1692463060,   1727273316,   2122952931,   -809025255,   -992081044,   -895539688,   -419372543,  -1835478922,
+            2089629419,   1646590742,  -1261083717,  -1005462992,   1619627287,  -1437723182,   1619689210,   1319393089,  -1816963183,   -150214444,   -513482220,   1897815796,  -1861960936,  -1766444468,   2034653890,    585657634,
+            1867016559,    696942260,  -1536237241,   -527055447,  -1554805020,  -1063992566,   1024799415,   1782080572,  -1884276362,    129028272,   1427925968,  -1154222271,  -1383146732,  -1580532830,  -1907049616,   -104299169,
+            -1780913000,  -2090815339,  -1789809502,  -1521443849,   1226625769,   1126090676,  -2117094290,   -449575109,   -218982833,   -695554478,     35923022,   1386126825,    -95031305,   -168657023,    436674049,  -1137917876,
+            -2045134053,  -1025629865,    133144659,     64226081,  -1966942130,    700813483,    344058910,   -910646033,   -212789479,    740360859,  -1269028713,   1517763679,   -664178514,   -683718472,    -71951996,     86583727,
+            -1235669348,  -1426987265,   -166598353,    214190040,  -1436967644,    233824411,    710927452,  -1939548641,   -433607408,  -1075939594,  -1549702826,  -1310827917,   -640604762,   -696863672,  -1282162126,   -546470833,
+            -1516734192,   -513809904,   -458526835,    708926727,   -476643096,  -2108375037,     -2870478,  -1460116421,    436587555,   -948939610,   1891375124,   1944216545,    959034236,  -1267038790,  -1695098736,   1853748495,
+            1594424552,   1270099319,   1139585482,   1837434635,   -709909535,   -457524230,   -887118113,   -241703912,  -1888225819,   -751575804,   1122280146,   1194255209,    949350188,    892826516,   -791212042,   -151203035,
+            -859297731,  -1979039938,    323603119,  -1022065097,  -1804294506,   -385802891,  -2127523442,   -720380255,  -1315859127,    999649487,    335041941,  -1732821688,  -1833409827,    535715225,  -1285355653,   1206723386,
+            -1141619270,    759796285,  -1599504546,  -1988521411,   1056668895,   -852564594,   1056509609,  -1831687977,    754168875,  -1301144422,    922880446,  -1502666503,   -949791898,  -1043870198,  -1136941938,  -1649670259,
+            1342769348,   1692605059,   -132279148,  -1108038310,    -14355545,  -1611387086,   1651826569,    877600127,   1356160799,   -759125205,  -1300490081,   -414938486,   -201479285,   1958709363,   1513313540,  -1396836908,
+            1352702612,   1142506253,     52969438,   -365142357,  -1619054179,  -1368514102,   1470750417,  -1420830959,   -843909462,  -1679570143,   1447444607,    234551752,  -1507452115,  -1433234579,   -680890000,   -497305145,
+            860408898,    263376761,   1537070218,   -592353956,   1587852989,   1756653749,  -2081320633,  -1547020311,    723771611,   -883819383,   1899879513,   -268417584,   1058606451,   1665941493,  -1630340612,   -614737477,
+            891313237,   1368950660,  -1166187089,    296322368,  -1908770726,  -2120378408,   1245479677,   1879710487,  -1705947124,   1018371589,  -1715010575,  -1096078094,  -1749891454,   2130888667,    318647750,    554592231,
+            -489121568,  -1809605233,  -1697905160,   -953926536,  -2013960553,   -148884919,   1822739964,  -1466301760,    141999978,   1946526064,   1323036718,    864390149,  -2141665227,   1510602225,   1468408474,   1277039721,
+            -1368096647,    180965986,   2140852057,   -688071899,    819713016,   -154385940,  -1182972611,   1257224305,   1392607672,   1364245931,  -1768434401,    323522132,   -555278604,    474186520,  -1178901665,  -2137343658,
+            1636421121,   1398987084,   1276656225,   1013316006,   -955917865,  -1537149363,   -179145358,    342862050,   1172728007,    736300054,  -1114656959,  -1831840325,  -1882353535,   -442915191,  -1206488416,  -1818534411,
+            25312311,   2100297098,  -1562767719,   1762553519,  -1853194231,  -1152612739,  -2020055792,   -809572150,    848584579,   -535789699,   1817604709,   1343773216,   -602234204,   1739930964,   -833790834,    501215449,
+            -730104057,   1217783189,   -681773267,   -611951354,    978387629,  -1516811237,    974303980,  -1389665696,   2091099075,   -727528826,   2116026151,    271935854,    613242379,  -2100429856,    190004963,  -1629612570,
+            -1362888327,    175094223,   -917873219,  -2008308245,   -401946815,    504218792,  -1966525201,      4106248,    164895454,    226502921,    655865257,   -610528718,    189428750,   1055978898,     17603028,    591024369,
+            1127922501,  -1546639293,   1994174637,   -724136988,   -673919372,  -1665002120,   -612145705,   -793102882,  -1904763558,    757565058,  -2091240021,  -2123324826,  -1518702766,   -802889839,   -223045921,  -1509216579,
+            1195556261,   2079259971,   -903969953,  -1781800655,   1834950463,   -956531922,  -1152550807,  -1116052662,   -348802884,  -1395330117,    -91758501,    -19115285,   1926930669,  -1015793599,    545904386,   1617858191,
+            716963473,   1917089719,   -980914811,   -212646927,  -1634695647,  -1857924568,  -1462257477,   1273750178,   1060328454,   -361604424,    867932749,    451213698,    405780152,   1165233215,   1877230909,   2103114395,
+            1644330815,   1252998537,   1961603970,  -1533101488,   1790456024,    -38226118,  -1306744489,    713676418,  -1535871838,   1378109935,   -338185548,   1647669762,   -477465913,    203482277,  -1949756706,   -503326093,
+           -638704909,    320186309,  -1435581459,    907446649,    -77384645,    537368928,   -335347295,  -1912061924,    547819174,   -225549827,   1089455486,    463516297,   -240127764,    -85895271,   2053179697,   -287394931,
+            921878827,   -933362608,  -1178670275,  -1200942874,   -672571265,    574422382,   1441734039,  -1814493454,    165751640,   -176907245,  -1170992192,  -2123252090,  -1435971541,   1591853830,   -885477992,   -792847559,
+            1359875286,   1038392904,  -2027255124,    687291425,   -165513490,   1391146576,  -1387080955,    794663652,   -807189965,    667820962,   -545384499,  -1371368854,   -689031878,   1504805541,   -752825823,  -1920047745,
+            -1884874017,   -350566320,   -197152911,   -181743050,   -798415949,   -915922276,   1790690149,   -363997181,   1923116185,  -1326427198,  -1621079427,  -1997440997,   1798118127,  -2053110382,   -159879848,  -1286787216,
+            1046436411,   1832030471,   -389092059,     71686169,    -76025260,   1914270607,   1854169353,    872157826,  -1774323792,   -575165717,  -1919931724,   2051498109,  -1176174934,   -883578901,  -1253047270,  -1310573900,
+            245466682,  -1784824328,  -1319912821,   1377340217,   1364313761,   -408687373,    142333378,  -1952335763,  -1703126184,    316314678,   2030555423,    488640834,  -1783293306,   2116925005,   -428337460,    -42966447,
+            -476226114,   -325172903,  -1690748475,    852791569,     26490302,     85251337,  -1374975770,   -376283969,    982639600,    595119792,    376403422,   1574509912,  -1509664496,  -1901241749,    -59019104,    358566667,
+            341667214,    184541206,   -550950854,  -1897143732,   1595753537,  -1236127928,   2014297822,  -2033179270,   -669806121,  -1927596980,   1010735700,   -581795164,   1922398838,  -1456743538,  -1633813803,    323177707,
+            2002098813,  -2099067658,    277393729,   -671911622,   -384463053,   2028267908,    367391785,   1270052637,   -172839030,   -650486693,   -831800809,  -1255138113,   -137512799,   1904317942,     -8229811,    707361898,
+            -276859812,     50417442,   1487081728,   1577776181,   1994451303,   1237303035,   -602016235,  -1905218276,  -1895725672,   1172978849,    801129953,  -1819485071,   -587985848,  -2010386741,  -1645226427,   -850866837,
+            816998708,    357665811,   1955856762,   1617902189,  -1013761306,    146782652,    904185608,   -500146809,   2085848310,   1917713975,  -1823786899,   1994184748,    789196322,   1766857258,   1770685286,     58213029,
+            -1699628994,    346827379,  -1274423227,     -5079670,   -193099487,   1020296939,  -1795904054,  -1951053094,    -43782418,   -375403393,   1026761026,   -207269610,   1364563521,   1578793454,    457809423,   -534138380,
+            -1052938788,  -1897101526,   1449976516,   2052800058,  -1145169719,   1476303269,    370625650,   -325249282,      2165984,   1631432802,   1032336355,  -1292978191,  -1810172401,    725725820,  -1162678778,    702624490,
+            1387673527,    981825943,   -556408212,  -1108487850,  -1782136935,   1582316425,  -1752682164,    307235003,   1386486299,  -1343636074,   1936875586,  -1265279891,   -345847069,    928241171,    239050350,   1859358526,
+            -664776217,   -823267892,    346651710,   -867656288,  -1907921425,   1362445801,    541145461,   -192727350,   1649366606,    244694627,   -488180018,    214008256,   2032125437,  -1678591993,   -264593820,   1309017286,
+            -652451998,   1845366657,   -703990120,   -550186406,   -630285276,   1782372955,   1650564210,  -1127904234,  -1407983860,  -1119422877,  -1565976361,  -1913545385,    549841420,  -1410323732,  -1964467146,    228296551,
+            -421026422,   1929094398,   -266906424,    264810315,  -2008122665,  -1088278148,    141242192,   1871293282,    234634067,   1724159838,   1638271051,   -837713428,   -657941661,    168093988,    708605363,  -1881612509,
+            -1810496006,   -193495322,   1889982309,  -2050702012,   -693694192,  -1249780322,    718733403,    -76349730,   -188217051,    920912090,  -1814078273,   2013358456,  -1948845521,   -198407575,  -1248904632,   1182772565,
+            1236791612,  -1297489171,  -1958468586,   1437011007,    390460941,    113068796,   1247982993,   2102889679,  -1563524844,   -128174212,   -754095070,  -1461699362,    943615640,  -1013270737,    221253920,   1514140013,
+            1596946745,    674222984,    616356702,   1811224435,  -1764322023,  -1653707581,  -1702404459,    390678142,   -209506765,  -1398278531,   -117061517,   1625861343,    659048069,  -1490678943,    846536668,    210715637,
+            1855458786,   1727745280,   1086729456,   1109111683,   -985298098,  -1813777567,   -954599702,  -1522494031,   1166103515,   -191868965,  -1048777852,   -661271058,   1161457421,   1509090409,   -919753558,   -155431193,
+            -1774302994,   -366390263,   2090138916,   -693431491,  -1693888428,   1846774454,    925855693,    474383470,    208889079,    382195164,   -283005634,  -2095134392,    579927985,   1390765326,  -1766119865,    900457129,
+            -1503703236,    974952690,   -107714111,    381338452,   1187256613,   -860560742,    524103620,   1499506130,    197755276,   -790802926,   -406920967,  -1972219791,   -665721155,   -113336203,   1037154436,  -1185441801,
+            -745541706,   -546274471,   1988928457,  -1975403782,  -1167172845,    777779004,  -1560935061,   -140258712,  -1243598232,  -1394149587,   -785002782,    311842991,  -1025469277,   -605350463,  -1251538057,    537203966,
+            597777961,  -1845767072,  -1556349193,  -1491015509,  -1935936671,   2093498487,   1908270236,   -315396187,   1356362300,  -2025658518,    630119678,    276190559,    510123398,  -1266145363,   -170152124,   -151540077,
+            -477900187,   1895894303,   1870333068,  -1169891437,    353366620,   2111175941,   1691245786,   1318765802,    -90993610,    921309517,    118241505,    367005284,   1624861072,   2010785894,    865255951,   1717799691,
+            -80757664,   -644944841,    136999836,   -341686875,  -1908076090,  -1968934200,   -346397811,   -184213520,   -511811333,  -2118173466,  -1086490399,   1795322855,   -635494328,    415716276,    851044432,   -904636831,
+            -1972230341,    -64337858,    571177016,   1248814747,  -1351030778,    457872680,   1843549954,   1718960038,    815088665,   1812961065,    360686952,  -1356586646,   1657802416,   1776192945,   -786723490,   -342254407,
+            -236653811,    771014701,    906386785,   -308057635,   1907957462,    206000440,    -42143480,    900403654,   -917549795,   -310520796,  -1713627766,   2061136240,   -377977839,    891282946,   -821163030,    328143584,
+            1503793080,    551621842,  -2086273683,  -2070526343,     91195293,  -1654389038,  -1035734266,   -336619597,  -1220221027,  -1468468844,   2105626873,   -841372573,   -122707018,  -2013073683,    494461000,  -2054807734,
+            -67946259,   1914163407,   1941835405,  -1027244745,   -768123277,    419129844,   -275750260,   -171533009,     97756174,    -17651409,  -1578102255,    995291430,  -1587462977,    692904675,    951632643,   1882101293,
+            -1546298756,   2018418068,  -1790777661,   1542305514,  -1437624383,    469587009,  -1647853474,  -1318279028,    497228822,    726733469,   1693133452,  -2091185798,   -209017732,    126386499,   1056958932,  -2105494133,
+            754067324,     96463951,     83701151,   1101658289,   1485852701,    553783806,   1898769881,  -1072031442,   1438062141,   1992540265,   1152252136,   1019391719,   -175951257,     -6691216,    989789689,    968359367,
+            -1330392786,   1704963399,   -998432914,   -948060232,  -1921688855,   -975840920,   1360273515,   -872810459,     12676907,  -1908050756,    883609616,     65641549,   -200365398,   1386653304,  -1203665071,   1878689007,
+            426262328,    315375145,   1900325181,    703658494,   -765404895,   1070155172,   1399748900,   -804264234,  -1619419026,   1347225486,    230635292,   1093717835,     14020583,  -2107039873,   -968325341,  -1679158691,
+            1959784097,   1065690797,   1090615161,   1311445364,    865835426,    870016646,    574122879,   1842697922,  -1289210431,  -1914001560,   1672467629,   -900366331,  -1524066872,    136503816,  -1910431892,  -1431958329,
+            -830367152,  -1316233970,   -801974860,   1560669382,    -81784810,    401822577,   -949103202,    943897151,   -722666726,    -96825841,  -1092898846,    230567004,    -70355840,  -1398069192,   -312953142,   1475420133,
+            -622491023,   1661205388,    -19071322,      6024591,   1473041593,   2053897978,  -1346768903,   1484764721,  -1552461890,   1287146711,   1613069307,    902497864,  -1504480063,    375292915,   -836353108,   2047602411
+        };
+
+        for (int i = 0; i < refInt.length; ++i) {
+            Assert.assertEquals(refInt[i], rng.nextInt());
+        }
+    }
+}
diff --git a/src/test/java/org/apache/commons/math4/rng/internal/source32/Well512aTest.java b/src/test/java/org/apache/commons/math4/rng/internal/source32/Well512aTest.java
new file mode 100644
index 000000000..a1eb7cacc
--- /dev/null
+++ b/src/test/java/org/apache/commons/math4/rng/internal/source32/Well512aTest.java
@@ -0,0 +1,69 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one or more
+ * contributor license agreements.  See the NOTICE file distributed with
+ * this work for additional information regarding copyright ownership.
+ * The ASF licenses this file to You under the Apache License, Version 2.0
+ * (the "License"); you may not use this file except in compliance with
+ * the License.  You may obtain a copy of the License at
+ *
+ *      http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package org.apache.commons.math4.rng.internal.source32;
+
+import org.junit.Assert;
+import org.junit.Test;
+
+public class Well512aTest {
+    @Test
+    public void testReferenceCode() {
+        final Well512a rng = new Well512a(new int[] {
+                740849862,  1202665156,  -199039369,  -259008301,  -291878969, -1164428990, -1565918811,   491009864,
+                -1883086670,  1383450241,  1244617256,   689006653, -1576746370, -1307940314,  1421489086,  1742094000
+            });
+
+        final int[] refInt = {
+            1634813289,   1876773016,   -973836208,  -2130023652,  -1045460084,  -1834384857,   1691032973,    609714289,
+            2033920362,    555915483,      6680992,   1958127415,   1866469645,  -1471336965,   2049178762,   -192324811,
+            -2056050066,    810879705,   1405046309,   -781317118,   1012782311,  -1045081032,    728377508,   1473511660,
+            290489070,    326666761,   2018299979,  -1876688058,   1239968501,   1464625040,   2025151042,   -101397407,
+            1387902041,    210959839,   1366359326,   -476473433,    153180037,  -1607631523,   -506743495,     17888738,
+            313865008,   -340504498,    586684079,   1243699375,    753162229,   -646761694,   -739189655,   -210120185,
+            -1856358726,   -628255542,  -1812798197,   1416288088,   1077967722,   -846846208,   1379850409,   -580183344,
+            -1858959,    210859778,    295841424,   1492774865,  -1415543680,   -344870570,  -1942779197,   1549510646,
+            -389544849,    314254218,     11784988,  -1311757368,   1719514841,   -764610517,   1296788970,   -994707050,
+            783854563,    422654144,    387639079,   1219688425,   2144352572,   -834212874,  -1036550358,    935909479,
+            -568610842,   1327498837,   -588933178,   1910065754,    -40851599,   -182063170,   1302731458,    541311559,
+            -1647345522,    805224371,  -1721196679,   1518507830,   -952689880,   -433276260,    509675254,   -777259954,
+            1277810106,    284054896,    936042202,   2036836351,   1956412426,  -1186403024,    287795400,   2135311211,
+            720485927,   1500695024,   -281656583,  -1277937322,  -1628968482,   1242814831,  -2030700974,   1473867890,
+            440813549,  -1357033971,     28384076,   1602731216,   -641465746,   -609054347,    635938444,   1472898176,
+            1476894555,   -747974186,  -1590337055,   -884242108,   -389736197,  -2066984505,   1087103272,  -1236446290,
+            31657463,   1835715432,   -468439078,  -2132633204,   -434609235,    258308151,   1851926761,  -1630139159,
+            -1344617241,   1969204215,    619463174,   -174392624,    207475487,  -1619828078,   1327980298,    -83968178,
+            445951782,  -1786230541,      6279288,   -580982231,   1550645552,   2006533941,    275746007,    455676647,
+            2019637349,   1115547704,  -1313120106,   -516213449,     73752461,  -1382448112,    398589620,   1319888048,
+            -1595572334,   1566934536,  -1735685764,  -1509545339,   1458173912,   -549395819,   -618827040,   1516624531,
+            1900757187,  -1454200688,    965524719,    488355065,  -1869294316,   -810641680,  -2059428251,   1454656431,
+            1329120541,   -232185900,   -994996943,   1855980910,   -452077812,   1565630611,    759842266,   1241435187,
+            -1390456063,   1946400597,  -2032319771,    683667881,    905911106,   1983310786,    120010546,    526018017,
+            -1946881912,    205004987,  -1307250612,   2130980818,   2052864161,    189839787,   1789478047,    406168885,
+            -1145186347,      8507675,   1277188815,   1492619042,   2009819675,  -1627411598,   -851016743,  -1828234956,
+            1962622506,   2140398255,    236935165,   -337237772,   1263419111,    516775236,   -335741025,   1391328225,
+            455979249,  -1457534664,   -657606241,    485648133,   1762116343,   1194889600,    817834937,    321150162,
+            131159182,    290277758,  -1876924740,  -1770401129,   1291602973,  -1003642974,  -1580211929,   1520422021,
+            -399171579,    -24315308,    453805396,   -659197747,   -205656847,    466526550,   1444397201,   1178091401,
+            -1157268826,   -602394028,  -1370668795,   1614896435,   1699071659,   1864753793,   1888518358,  -1721244514,
+            1812776767,    668822227,   -297283057,   2130183333,  -1169618692,    912860240,  -2028253096,   1244694278
+        };
+
+        for (int i = 0; i < refInt.length; ++i) {
+            Assert.assertEquals(refInt[i], rng.nextInt());
+        }
+    }
+}
diff --git a/src/test/java/org/apache/commons/math4/rng/internal/source64/MersenneTwister64Test.java b/src/test/java/org/apache/commons/math4/rng/internal/source64/MersenneTwister64Test.java
new file mode 100644
index 000000000..dd3ffca1f
--- /dev/null
+++ b/src/test/java/org/apache/commons/math4/rng/internal/source64/MersenneTwister64Test.java
@@ -0,0 +1,239 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one or more
+ * contributor license agreements.  See the NOTICE file distributed with
+ * this work for additional information regarding copyright ownership.
+ * The ASF licenses this file to You under the Apache License, Version 2.0
+ * (the "License"); you may not use this file except in compliance with
+ * the License.  You may obtain a copy of the License at
+ *
+ *      http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package org.apache.commons.math4.rng.internal.source64;
+
+import org.junit.Assert;
+import org.junit.Test;
+
+public class MersenneTwister64Test {
+    @Test
+    public void testMakotoNishimura() {
+        final MersenneTwister64 rng = new MersenneTwister64(new long[] { 0x12345L, 0x23456L, 0x34567L, 0x45678L });
+
+        /*
+         * Data from
+         *   http://www.math.sci.hiroshima-u.ac.jp/~m-mat/MT/mt19937-64.out.txt
+         * converted to hexadecimal.
+         */
+        final long[] refLong = {
+            0x64d79b552a559d7fL, 0x44a572665a6ee240L, 0xeb2bf6dc3d72135cL, 0xe3836981f9f82ea0L, 0x43a38212350ee392L, 
+            0xce77502bffcacf8bL, 0x5d8a82d90126f0e7L, 0xc0510c6f402c1e3cL, 0x48d895bf8b69f77bL, 0x8d9fbb371f1de07fL, 
+            0x1126b97be8c91ce2L, 0xf05e1c9dc2674be2L, 0xe4d5327a12874c1eL, 0x7c1951ea43a7500dL, 0xbba2bbfbecbc239aL, 
+            0xc5704350b17f0215L, 0x823a67c5f88337e7L, 0xd9bf140bfeb4c1a9L, 0x9fbe3cfcd1f08059L, 0xdc29309412e352b9L, 
+            0x5a0ff7908b1b3c57L, 0x46f39cb43b126c55L, 0x9648168491f3b126L, 0xdd3e72538fd39a1cL, 0xd65a3663fc9b0898L, 
+            0x421ee7823c2af2ebL, 0xcba3a4b69b6ed152L, 0x348399b7d2b8428L, 0xbdb750bf00c34a38L, 0xcf36d95eae514f52L, 
+            0x7b9231d5308d7534L, 0xb225e28cfc5aa663L, 0xa833f6d5c72448a4L, 0xdaa565f5815de899L, 0x4b051d1e4cc78eb8L, 
+            0x97fcd1b4d342e575L, 0xef6a48be001729c7L, 0x3982f1fa31afeab8L, 0xfdc570ba2fe979fbL, 0xb57697121dfdfe93L, 
+            0x96524e209b767c29L, 0x55aad0ebca994043L, 0xb22687b88856b63eL, 0xb313b667a4d999d6L, 0x7c7fa1bd6fd7deaL, 
+            0xee9f4c15c57e92aL, 0xc5fb71b8f4bf5f56L, 0xa251f93a4b335492L, 0xb9bad7f9e5b07befL, 0x62fc9ac35ccde7aaL, 
+            0x933792382b0218a3L, 0x7d497d2f7a15eaf8L, 0xb2f0624214f522a2L, 0xd9895bbb810ec3d6L, 0x22d91b683f251121L, 
+            0xc8fe9a347247affdL, 0x3462898a2ae7b001L, 0x468bc3a10a34890cL, 0x84ff6ce56552b185L, 0xed95ff232c511188L, 
+            0x4869be47a8137c83L, 0x934606951e6fcd81L, 0x1ab5e8e453bde710L, 0x6386b61b30fa1157L, 0x97f3a778e242d0cfL, 
+            0xd870d281b293af3dL, 0xc3a5f903a836fafdL, 0x88bd6a24d49cd77L, 0x4e38ddc2719162a5L, 0xf48286b4f22cad94L, 
+            0x80f6f650c337557L, 0x5e6daf6aae1ad59L, 0x7450f7229f336762L, 0xb75b43fb4c81784aL, 0xebd37a514f153148L, 
+            0xd4b3a39e0bc52c7L, 0x562f36fae610a2e1L, 0xe0e413e555bd736L, 0xd452549efe08402dL, 0xf2e2ff7be2c75e21L, 
+            0xf2385606c18aaf0dL, 0xdb609b507d8c6b8bL, 0x74ac5663c6c4f45bL, 0xd84c9a356858060L, 0x19d5b3643bc029b6L, 
+            0xdd8131e97ffc842L, 0xfa7303606bfffc05L, 0xf98c6d63ff48a16eL, 0x34df46aa2d610767L, 0x83490ef054537f7eL, 
+            0xe071f833e55ebfe6L, 0xd4b94537ed4a6aaL, 0x3cf85e4e333966fdL, 0xba15364649384016L, 0xc0e6bd623ca72405L, 
+            0xdae6e879b8eab74aL, 0xe4a41f17e70d3e0aL, 0x56e10c00dd580f70L, 0xa9a66bb41781d872L, 0x58e42dbdffe21573L, 
+            0x69450e1ce9674e6aL, 0x47fe345a350aa605L, 0xac958aa80455a5a4L, 0xbc1abca3fbeeb2f3L, 0x8f760d9228900a4L, 
+            0x9e1eb8a2dfec4387L, 0xe91bd1321f5fdc89L, 0xda11a24c514b9dc7L, 0xb1f63d976e0e639bL, 0x41c11098f6123861L, 
+            0x3d7736979f978f68L, 0x820685b38c926beL, 0xe8c3dcab075b112L, 0x5e37299d89089ba4L, 0xa1f735eb8235b32fL, 
+            0x2289d719e7b146eeL, 0x1c9c9d0284d96719L, 0x5f8b358546775be8L, 0x317e34c009a07a39L, 0xb16b073eb0ee0a19L, 
+            0x423b36fd459f2a66L, 0x5f45053666f3f84fL, 0x63e7074f03c73d92L, 0x22080cf23288e895L, 0xba4e71bf61dac16fL, 
+            0x9643b3707db2cfb5L, 0x98e2db6c665e7178L, 0xcbc57de0ef3eabb6L, 0x6239a2197582a8a8L, 0xf2ae968e55fda13dL, 
+            0x36e7ac11d1f3a617L, 0x508f0acb609bd756L, 0x6f42d435193a1ac2L, 0x2df2cab9d65e0b00L, 0x4584c1fde5f1ad55L, 
+            0x602c500bdc8317c2L, 0xc80d5b04f6337337L, 0x98abcf971892a773L, 0x5d33cf557e6c4475L, 0x5b5a78be74ccd40L, 
+            0x3ec2cce5290785f4L, 0x2eef1e9c4b36828bL, 0xdd274241a0ce8c55L, 0x3c4cb919b35c221cL, 0xc1fd68d779db9923L, 
+            0x7ff345b4eb7f3639L, 0x804d5881b2eefef3L, 0xa15f9c2826cb34dbL, 0x64822b68adefa772L, 0x761e92f8d279850dL, 
+            0xa5d049ab1061dba3L, 0x5f46fb02d10d2219L, 0xc1cdaa5f9ca79b19L, 0xdd713a74701ebe60L, 0x6b626ec963951798L, 
+            0x1d3ec8d78b96d16dL, 0xdb885d52960e7f34L, 0xe39849cf3ea178f8L, 0xc1e37acdf807130bL, 0x3645880ebf333913L, 
+            0x3af81a7bec346c22L, 0x871c563e94324804L, 0xac55fb5e2817db4cL, 0x35b04c42565ebe2L, 0x5094cafab11cbc3aL, 
+            0x94d40a57481346b5L, 0xf91a8492df723e3L, 0x126a70b84f779accL, 0x4409e9a5d5c3f133L, 0xb1655339864151efL, 
+            0x6564e506d11e9de1L, 0xd9a06f7b8860b488L, 0xd493e410b68b6c6L, 0x4e6fbf4b3b985a07L, 0x71c1b0ba9e52a2deL, 
+            0x5775784ad3cb99d9L, 0xbab84cec312107a6L, 0xd9066f5ccd59cf9eL, 0x8c656651dbb3ed84L, 0xa7448d0059484568L, 
+            0x2819237e5e8cb03aL, 0xd57eaf5239931b4bL, 0x6cd436fd5f7c1e73L, 0xf03b845f2a584931L, 0x8847b9f1f2d55b7aL, 
+            0xd49a38f8e59db8faL, 0xd5052cc47685dbfaL, 0x91e060fb399ecf2cL, 0x5748fbea12dd2869L, 0xd0cee85adb889226L, 
+            0xa35e9dfa5a64f56aL, 0x3118398bd0e3cbf0L, 0x5e650b9a3cb34308L, 0xf575ccbebf49b91cL, 0xb3f8dd73257c80e2L, 
+            0x13d7954e8294819bL, 0x90b57ccd00f1591dL, 0xa8b13ef52ca7e284L, 0xe482d24e5b239833L, 0xb0648475f2b4d63fL, 
+            0x847e8fc889e2389bL, 0xa8b501ee1fc59ba6L, 0x29702f6acba4379eL, 0xfaba9600f3d2cd0fL, 0x52ed7d9f45c6b578L, 
+            0xa02b167546d6e2d0L, 0x9a41cb166618a390L, 0x83d464d7349d9f3aL, 0x805485c9d2c70c6cL, 0x332f7ce3e077ecceL, 
+            0x1ead372c068ebb04L, 0xd6866c5b3b5eb82cL, 0x5b057c64bda94a33L, 0x11e1388f59653c66L, 0xffd2aca771c0abb8L, 
+            0x2fabdd0e8e8ba606L, 0xe974ffd57219e5e6L, 0x2b4e5c1e5f98e506L, 0xe7819b2cb44db4c0L, 0x6cbd78c408376520L, 
+            0x244285f39307f083L, 0xd152927f3a3af853L, 0x5b799885a8ba66e3L, 0x9300da64ea1a0644L, 0x67399bf8688a0cabL, 
+            0x47c301af4a94bb2L, 0x6750ecdf35c8471bL, 0x7598ae5c876d4080L, 0x269e0cf307467534L, 0x2ef4d8dcaedbc549L, 
+            0x2c6983c911c958afL, 0xb2fd7c07ae0bfa60L, 0x3220a56d67450e80L, 0x7385883420eb9f69L, 0xdb1fd2951f15b047L, 
+            0xf08b35df55977bcL, 0x42939b9f2e58127eL, 0x4d1d77e72414aa9aL, 0xfd8137f8b59bd084L, 0x167cc7f46a511504L, 
+            0x263de0c6b50290dL, 0x2a1c2feb488ffab8L, 0x1194815038360d85L, 0x36374630d0ecb4e8L, 0x609d38e22c59a974L, 
+            0xee23867f7c9b5f54L, 0x40e53a7804b0ef15L, 0x8f287f1a3be6e458L, 0xba7334b0f0af9e75L, 0x9f003e8e0e9c6c0L, 
+            0xc02dd0d35c42bc56L, 0x63dca83acd6be04aL, 0x9617b58a79fdd826L, 0x563d25e6f891bb33L, 0xe3c3d3f3f6d58588L, 
+            0x359977baa315b1b4L, 0xdf431301d9e6bc5L, 0x4074bb10d0003ca5L, 0xf440159140f2b453L, 0x3a6cc6e14820f5e2L, 
+            0x4b352bdacf3a37c4L, 0x9ef3b8df89ea4c29L, 0x8a1b2495a1414892L, 0x670b7f423f78b7c9L, 0x7513c7ccf6ee3c3aL, 
+            0x9ba96cb53c24408bL, 0x3316c3dc4ec859f0L, 0x501337e1a7f1e218L, 0x9a1544a6029c1eb5L, 0x9b43b15859c3e96fL, 
+            0x58011e22698bd4bL, 0x589b8eaea60d54a4L, 0x68ccb8c6cd7ec24dL, 0xe55beb5896455705L, 0xba6069cf90a8f1e2L, 
+            0x896a18c3eb90a6d6L, 0x870d3d80ae0b9323L, 0x48688d8b457f501bL, 0x8f1a8c1b84b3ba62L, 0xd1b7b64dc136f6b3L, 
+            0x3c6a7025428547e9L, 0x199bcc50a190fb6fL, 0xa5de0eed4bda0979L, 0x31041667821cddb5L, 0xe9df34e2678fb4e3L, 
+            0xdd7222eaee54e524L, 0xaae6488b26c7af56L, 0xe8a560dbbd2eb6b3L, 0xe37c99a7f5defceaL, 0x1572be8d78f3afacL, 
+            0xf69ffb64131633aeL, 0xa837ae34963616fbL, 0xaf0a9f03d137c170L, 0xd3e02b464018a48L, 0x11753aea03bb0ecdL, 
+            0x32d9cca610dceb34L, 0x2622bb6a6e7a11e3L, 0xdc99a44c515ec8b3L, 0xd7d720ad0a770b28L, 0xe322f742d6d051c2L, 
+            0x745f2b6e3ea9cd2bL, 0x951f21478e6b9662L, 0x227f21d8c0713385L, 0xcb729235e6876eeL, 0xd323b857d9721a53L, 
+            0xb2f5f599eb743346L, 0xefb30babe65a283L, 0x94c1190da321d470L, 0x117c63209fba9efeL, 0x738cf92baa4bc2cdL, 
+            0xc3bdd29b33277165L, 0xd78a2fab38f6dc46L, 0x35c44aafdefb91e2L, 0x321e26bf321fb60bL, 0x12db436288b37172L, 
+            0x158a2d49e51c261aL, 0xc9202ac8ba71c873L, 0xd02fa93dc97cc7b7L, 0x1f8bd11b747e901eL, 0xf7a17b2f74aa321cL, 
+            0x284d02d7552a3e90L, 0xeb86a8251533c574L, 0xb3fd774eaf4e77f8L, 0x31df2951c3ff37b1L, 0x86e38546195a69e7L, 
+            0x6737aaf165a1389aL, 0x2e2e925079feee0fL, 0xf7bd5a988596c1bbL, 0xccf835db6a10d2dfL, 0x6f42700f37c94701L, 
+            0xa6e86f7ba2779a5cL, 0xa43a4f7036d1ec2L, 0xd798bd6d52ad26daL, 0x218f6912af38b818L, 0xd48684f266f2e186L, 
+            0x8f675048b7b012e5L, 0xe5e469aac68eaf1dL, 0xe2740035697de79eL, 0xc22d6bd6d08baf1dL, 0x341774636bdc8f41L, 
+            0x7dfc6b73f7ba322bL, 0x7566343607bb525bL, 0xae94d116ccf1e74bL, 0x6ca1b59934cc2697L, 0x4c2fb1c45b749cedL, 
+            0x989999bbdd2ec893L, 0xcc4e27afa81bc8a8L, 0x6ddadf15ebf85830L, 0x38fa9cb2ce72bc16L, 0xacdaffe39db4bbdaL, 
+            0xbcc4682ebd095d93L, 0x483f539d354559adL, 0x45de92e997e2915cL, 0x7ec5c881c5344a55L, 0x9d1844fffa091545L, 
+            0xcd9b08d4dcda27baL, 0x1f7495a5f36c34ceL, 0x4f0fc9647d99afd7L, 0x5ac375ec59321cf2L, 0x5c07ce6df7e1d9a2L, 
+            0x49f211880d688b4cL, 0xf85fdd8ccad0867aL, 0x7d510164d8f197a8L, 0xc64108c5732cfa0eL, 0xb262d660d3a2c648L, 
+            0xd5d5614571dd2efaL, 0xec1a6d0dd5d5391L, 0xbf07d939d2535f02L, 0x35bce3021e51045L, 0x423ae115ec99d154L, 
+            0x22ea1d3abd893838L, 0x517fc1107eaa6a83L, 0xc5967cdf353aeac6L, 0x96ae2c3dff65ce6L, 0xab1b908b97dc911bL, 
+            0xf3d84c286f22611cL, 0x256823815030d8a2L, 0x3bd9b119887342e4L, 0x59926f3401f437d4L, 0x74edf41038d3986fL, 
+            0xe2b35bf615038253L, 0x4d09740a6b44db89L, 0xa37edaf089c0eeabL, 0x8263ba2c23e2d62dL, 0x8784aff57d390c3cL, 
+            0xfb49ab0635d66c3aL, 0xdeba73c2562bff1cL, 0xe2e6bf8cb6e29717L, 0xe70431c63d86e46L, 0x20d717e16aae6010L, 
+            0x31af57cdcf2cd36L, 0xd55fbeef1c5357feL, 0xd361d871f4e393feL, 0xb3416e718d32d214L, 0x7b351f93f909fc00L, 
+            0x16916de7b96a26bdL, 0x4fec1248b5dedb65L, 0xfae1aa9a62bfa096L, 0x92e7910a6b0084a9L, 0xd12bba8672e8aaa9L, 
+            0x316558d69efc8f6bL, 0xb0dde29eb96fee87L, 0x2125a2be5bf67eb3L, 0x5905903f46531fe4L, 0x2a9927e8175ff60fL, 
+            0x794376f2bb5d6d96L, 0xfa9f65d2b4848b12L, 0x2b92665a263a5091L, 0xabcaccfab8464c65L, 0x5b2fb2a46d1a0bdL, 
+            0xa879920d28c0d54cL, 0x50394088a8ea4953L, 0x61b0c87f0084129dL, 0x29ebcd1078d6e2b0L, 0x2440c652f6bacf89L, 
+            0xbd74d596cf4c8eb1L, 0xe4b009e5c334766bL, 0x7db26843cf72cb8L, 0x4171d5edd5468876L, 0x608d5c2c348c143cL, 
+            0xa19e0a2b81da6eb5L, 0xb65a7be9354c1390L, 0xf4f4c437cb9bb324L, 0xfc24806650c823bdL, 0x4c2331521e7f2966L, 
+            0x54f66e42eb73bafeL, 0xf06c11f3d2fe29aeL, 0x8ba8d0f28cbb0fcbL, 0xf3617850d1ae7976L, 0x96463b47cd9a7286L, 
+            0x8edc2133b35c3779L, 0xae43f70f181d9371L, 0xe7628d75c9a3c2e7L, 0x978499ba4193b333L, 0x99bb4bf79b0a46c1L, 
+            0x4c52676d7e4d0a58L, 0x2064ee3910693deeL, 0xfc43514d16633997L, 0x1bc1741ce05c4cceL, 0x6e9588d40f3396f6L, 
+            0x146fe816bb3a3708L, 0x2b3db8ee05eefa87L, 0x6ec21a91189ec0c0L, 0xa8a907b34108faf1L, 0x708b80912235684fL, 
+            0x2bc8ba70edfe680cL, 0x4d118826481266efL, 0x8f93a3a5de887175L, 0x3308e9133a950fe3L, 0x939ed8b0d7e91f87L, 
+            0x666beee64002b6b0L, 0xc8f129ec69ce7811L, 0xd57593c68ce93ea0L, 0x2d6a3e66edcc862L, 0xbe1d00d16a2271a6L, 
+            0x34fbeaf95e0c673fL, 0x9845ab59483a0e86L, 0x257d47d5abf88962L, 0x28af39f39319545bL, 0xe3fce03abd8171eeL, 
+            0xa4c5f606dccc96f1L, 0x4d414846267c4962L, 0x6ccf77f81d9dbf70L, 0x947bf43c729a71ecL, 0xfd656c39c4fa824cL, 
+            0x8f652cf2d1e04fd6L, 0x8cb11929a65b6aeeL, 0x94948f16a8064daL, 0x7434e703a4d03d5fL, 0x9361d3f63af4aa35L, 
+            0xa998c1eeec3fb422L, 0x51eb94754b5992a2L, 0x6e109c0347ef6979L, 0xe3c9738d67c582e2L, 0x9c735e3857ec57bfL, 
+            0xbe6415659e12c64bL, 0x73924584e31b9099L, 0x8f676821e60b0945L, 0x5614e3a695d5289dL, 0x7ecd448787517ebaL, 
+            0xc96db02038dbaf5bL, 0x69299ed774fa6c8L, 0xb4ace5a8ea16ac8L, 0xbf2f4f23a6c92295L, 0x90bdc4f1e931656cL, 
+            0x7cd5b0b95ac34d3aL, 0x2032bc59d3dc1710L, 0x702c1a0cd5609379L, 0x609d33abc01ff3feL, 0x8ae5d8f283b2748bL, 
+            0x2cf3778fa7eaae1dL, 0xe8a0d7b1919df9e3L, 0xe487894f6d602a0bL, 0x929858549609626aL, 0x46e540cd86bf46e7L, 
+            0xd1daf4382128d9eaL, 0xc47239c06b22ef75L, 0x8b7aad8ffea1b991L, 0xd6c1d2e315273fa0L, 0x2fda11cd74177e6bL, 
+            0x333cb0a145919fd7L, 0x5970b31a49f37b16L, 0x7890bc68793bb959L, 0x2a060f45a1719347L, 0xeb298f0264bf379dL, 
+            0xd7c4fd7921707400L, 0x374635e7713ed165L, 0xc60c008df0296d05L, 0xbf13739a8d3c7dbbL, 0xbfb945ef1cf94d1dL, 
+            0x75fe953c3a3a8315L, 0x9f83064f4150c02L, 0x6784a3b452055343L, 0x73ed26d185738f51L, 0x6c59094e8c998390L, 
+            0xeade93e19d60d4b5L, 0x8cf7cc8e62bc869dL, 0x22f85626f7f69298L, 0x6679c449ac22edc0L, 0x7017d0003e897435L, 
+            0x308fc450a6c62bf8L, 0x2578b45bc6f34cabL, 0xcbb936c9d253db39L, 0xc4e70e5bbc5e002cL, 0x29db6985be6c9459L, 
+            0x96afe876f5f6250cL, 0x829f766f138f95e6L, 0x4369632017c8fa0dL, 0xda90c817ca890a2L, 0x38d160dd675e2376L, 
+            0x20df15ad986408eaL, 0xd192623c3d9b3f41L, 0xd846f79123baf4aaL, 0x6cb058a0edfbf056L, 0x1b192f0be8dc77a7L, 
+            0x3a11b3dfcc81a441L, 0xe914410093ad7767L, 0x3126257e578bdf60L, 0xd5d5e470410cb6eaL, 0x4e1bf5d4209248aeL, 
+            0xe1e4c2924f35192eL, 0xac9944825cb7ef5eL, 0x8d2cbe6996eb3475L, 0x1bc05d2a079592d7L, 0x564a9f06755e71f3L, 
+            0x9bb767d68e9f2537L, 0xe4b045acf13978a2L, 0x4b7519cb9028ac83L, 0x9df655284198b85cL, 0xdc32ab4d421a2b61L, 
+            0x4c5d7f5323c1960cL, 0xe4273ff318f5c7b3L, 0xd73ef5ea88a3e99eL, 0xda2ffb6a863c850bL, 0x9555a4144e05ad82L, 
+            0x950104dc15092ebfL, 0x39d121a61f19dbfeL, 0xc6804e29d60d7814L, 0x7e98bec5ba17d58bL, 0x8b2c6b0e6c3b749aL, 
+            0x301a07c84aaccdbL, 0x93dee719932225a3L, 0x381611a50bac0ae1L, 0x572a8816f6e407b4L, 0x420efe85aa75232L, 
+            0xc1f53f78b9ffcf4dL, 0xbeda53bc95b96ec3L, 0x9f357114059c8eabL, 0xe38239260b584150L, 0xccbca17f4eed2ad0L, 
+            0x1528080b61f54198L, 0x5b8cdc4c40d49f30L, 0x1617db48eb6640d0L, 0x6fed27f88a516c99L, 0x37056e05b4724179L, 
+            0xec7bc122da9538d8L, 0x9fbfe01ca2c0fd57L, 0x2fc96b31dccafd9fL, 0xe26a72009daa1249L, 0xe9fb2e3998d16a25L, 
+            0x4a87dc39d24133aeL, 0xd5340e98fde806deL, 0x272b62b5dd0d7fe3L, 0xca4625581bf9dbe1L, 0x8677af77de374a90L, 
+            0x27dbec9e28f857edL, 0xb4aefc44d036612aL, 0xcf2e8ebdb0f6bb11L, 0x76023506c94e0532L, 0x864e72d4488c7a7aL, 
+            0xb81058fdac18fd3L, 0xdf93ee5b6674a0f4L, 0xdb30565511789d77L, 0xcf5fe22dc0375f30L, 0xa6e62e6e4edb4043L, 
+            0xbce383957a728669L, 0xfe4dd4e9633db2c6L, 0x24e68818b2a6d6cdL, 0x48a89c5424b4cdbL, 0x7fc7bc75bbbe5768L, 
+            0x79596343191e0ff2L, 0x5510b9cd8306839fL, 0xff2668b4eae7bb53L, 0xb4c03e6363c9e244L, 0xc9e3c0c1c015eb6fL, 
+            0x52531f5f898a744fL, 0x484005b2a805083L, 0x31673b70c6f23c53L, 0x5bffe158f323a7c2L, 0xc742bc0d0c55f125L, 
+            0xd95c32fe7e18379dL, 0xc1f2f613ee3c2e21L, 0x3217a43ff0daaa0eL, 0x3a9fa27258257e53L, 0x80b42af5a393bcf2L, 
+            0xb6967fd6a302f65eL, 0xfdc07bc592dbb125L, 0xcb83b8b9f64c3c3bL, 0x9cb572b041015355L, 0xc12dc512aedc530cL, 
+            0xc8db824276c083ceL, 0x86923b0e2903627fL, 0x1385cf2be22827cdL, 0x21b7616ced869ef1L, 0xc74d497d079901e6L, 
+            0x9e03c843bb13f658L, 0x915b89077a81ec7fL, 0x288a10b00768d244L, 0xd88eb6745a557569L, 0xb3c98071a3d13b20L, 
+            0x8f23aff44d352f03L, 0x2bf39ca10e45bdbbL, 0xf1bea47e2c68a4cL, 0xf8d5ab01c1ad6b55L, 0x679e0601953d1e31L, 
+            0xd793f3aacb3c520fL, 0x96fc350ccdb76eabL, 0x9fa0178362df447bL, 0xc11c63febf83598aL, 0x3aa88df3a1a71323L, 
+            0xab2f8338a09ca82aL, 0x32a2133050a71357L, 0xffecf97ca3ff65e1L, 0xfb6fd13318f5cb79L, 0x3acf76875acad366L, 
+            0xc577ffff529f74cfL, 0x368a90182031dd12L, 0xafbf2311ad656d52L, 0x80cd4f9f23fcafddL, 0x451717a061972d1fL, 
+            0xbbcbdae779cfbf3L, 0x133ca541293fd40dL, 0x6f241a21fc40b108L, 0x9adecbcf0c28110bL, 0xfab528d93bac6d3aL, 
+            0xf4ea3d459b0654aaL, 0x7e2e9ef35a5aafbaL, 0x28730469eded0fc7L, 0x3cbae97a12632fbeL, 0xded6960c0be007a8L, 
+            0x2a11758a7c52c43eL, 0x289de4875bda262dL, 0x6e13eea58caf3fa7L, 0x20c8ed0d5d673c1L, 0xdb4b3e7719d523b6L, 
+            0x49143c819d111fc3L, 0xe07479f9ddf45d8eL, 0x68f4654bcc07435bL, 0x513bd537af510064L, 0xcf956c3a3933ba38L, 
+            0x97e1eaa33f88eeccL, 0x18be860a2504a1c5L, 0x84408412fc0bf397L, 0xb6bdba7e154bdf7L, 0x1d8f8b446b544be6L, 
+            0x6f06b3dcdef17a03L, 0x30c6e14df59f8cefL, 0x1c97ba9910219cfL, 0x33ddcc087d1aeb5cL, 0xe31b94300cfbcbcfL, 
+            0xadeb8a98786bb28L, 0x3f69d5b0e3ec8f17L, 0x99f5a15f635296a6L, 0xce9fac7526862e86L, 0x3a88964201bd7524L, 
+            0xec94d643ea71be51L, 0xc4257084d97ab1c5L, 0xf369b10a73b4d382L, 0xac02bb473dbc5fd1L, 0x4fe73a86d95d7222L, 
+            0x858806616fe3d553L, 0x10680debcb0693e4L, 0xcaa9aac77c954093L, 0xf29c7530415d71e5L, 0xc32b319e09de9e48L, 
+            0x1c67107ed497ebc4L, 0x731da71593324021L, 0x49774770588c055aL, 0xf978dfdc28084220L, 0x58b3f2780b5a7ecL, 
+            0xe4ebf2ca21410715L, 0xd3841ed97708421fL, 0xdbc9401dc51eb4eL, 0xf47a96de499aa2e1L, 0x224da94d8542ba0cL, 
+            0xa3426a80b4dd0a4aL, 0x857caef48ef7e5b6L, 0x11356ad6ede44bf5L, 0x1a32471bd26acd7aL, 0x199396e31de7b358L, 
+            0xb7ca7950dbbb4a92L, 0x6ab23720409790a7L, 0x2abfdb93a3159d10L, 0x23913b403946c4a7L, 0xac7c9f339a822344L, 
+            0x12cffe9625cbe744L, 0x89558b98548b1946L, 0x77be65945c191139L, 0x3ba8d1fc701f4347L, 0xb143664560327f20L, 
+            0x48baccc3ef2081ffL, 0x450c379d24beb8e9L, 0x1990b609485db827L, 0x6c6a565d7129ccb4L, 0xf9724a82872bd619L, 
+            0xcfe629aa56717e20L, 0xfde48d87e844ec93L, 0xb32f79e5dc9ce4c1L, 0x7c9d88364238519fL, 0xe943aceba65150f9L, 
+            0x5301e8550cbdd076L, 0xabb8392364453b3cL, 0xdfb4b4a3cf84aa2dL, 0x269e45f7a6b48a42L, 0xd6783043ab383fcfL, 
+            0xe4ec475d296a69e5L, 0xe2e273ef65555361L, 0x6bd3084210a75af7L, 0xf2ebc493b909d8c7L, 0x4d20f3d435e9bc94L, 
+            0xa465e41c3c36d433L, 0xc1b259456f4341c0L, 0x260093703d6cf2ebL, 0xda68d9dea0aa9bdaL, 0x5662a12a210b2a47L, 
+            0x54675bd1a1b4b467L, 0x9dbd416302ec2468L, 0x3c7130a5032d823aL, 0xabfdef2d9a4fd92fL, 0xd4034e276021451fL, 
+            0x13834d3d0e43ab73L, 0xdc181442b438b2d6L, 0x1736ffb392c25e23L, 0x289b94003a946252L, 0x99705629b221ca37L, 
+            0xa7b22a5bb26775d6L, 0x2dc12f9f04435661L, 0xaadd48b556bc9e7cL, 0xf6992e8e94b68a49L, 0xd50420466c9456e3L, 
+            0xea8305ecdfb1266L, 0xfe0b1d7e4f0ef297L, 0x563de834c4e56a46L, 0xc62b8099b5b264c6L, 0xf6e76aeaf533c784L, 
+            0xd4680470b790968L, 0x288a50754707431eL, 0x8ad167ed38df547eL, 0x9052fed81a8ca4faL, 0x5975ac56f0548ef1L, 
+            0x588bf7d0130111aeL, 0x9ec02036a6688a24L, 0x8c9a454af9e09984L, 0x333ee6727bd12dcbL, 0x9847468f925dc38cL, 
+            0x446ed5203696abacL, 0x71fddf9ef5b5def6L, 0xd4d61614cc333541L, 0xd08a0694cd7f72a7L, 0x686cfe3ea1889281L, 
+            0xf039404e0dd3333fL, 0x52c620eb18b4246L, 0x4e4de47f86d84713L, 0xfe0450396b209851L, 0x99d6e893b01ed92bL, 
+            0xd94cf8705f8eba86L, 0x763451110c00291bL, 0xdf4f60b9aa45d064L, 0xf473d4bfd86ad526L, 0x41b9e3fa1a6dba94L, 
+            0xbaa7cdeb00796a4aL, 0xf668194c40626450L, 0xb894e0ae40a9c87fL, 0x5bc1eea8587d3ddbL, 0xc4c0ecb91bb50d75L, 
+            0x819fdfd17ff2917bL, 0x681484e54b6b12f7L, 0x2f510aa2f8977995L, 0x7d1582a293b8fa3dL, 0x3dad5a0f0da45470L, 
+            0x33c113aefb480520L, 0xbd524b2da7ce6c1fL, 0xe4cc051d00d8ddc0L, 0x2995950e206efa90L, 0x8b0e5dca588e3f50L, 
+            0xaabb3583f7f87082L, 0x75dbbecfa34cb4d6L, 0xf195977068849ae8L, 0x9223ca6fbb72767cL, 0xda7211029d59f04eL, 
+            0x18d9987c6566405cL, 0x57833aa39ef75a04L, 0xd1750e36481f654bL, 0xce2b66bc8796acbL, 0xc7e79aa76c96b057L, 
+            0x68f95b6b3c5cdc1dL, 0x2f5725cf5fc583aeL, 0x6b973013fd4484a6L, 0xaaeb2687f2d8bb96L, 0xad29cce061ba3934L, 
+            0xcb60dd1c437eb1d9L, 0x5cd6f46b78181bb4L, 0x1561cdc95ace24d9L, 0xbb774e6705806245L, 0xdc29c8df29b2e975L, 
+            0x6ee5ba502839dccdL, 0x670869bb64c60f69L, 0x8ca2931e927ae7L, 0x35cf6c0a27d8de77L, 0x94a3d86209af3920L, 
+            0x4095a276475df5b7L, 0x1119e4c257ccf7fbL, 0x33376166d9064fe8L, 0xd68c2399f968b905L, 0xb7bf2902f40fc101L, 
+            0x4ec18604cfd551e0L, 0xeb8e7fe1b6678e99L, 0xdcfe68fc0e042fa6L, 0xd2e58dfb1a8e3866L, 0xf4322bc57fb9a35aL, 
+            0xe0c665c8cf1fb49bL, 0x60de1f1050684297L, 0xf400c04cb00784cdL, 0xfc2a216f12016984L, 0xa808b477fd65fb4aL, 
+            0xd9b614adfcb5d0f1L, 0x50afdbc66e3efad2L, 0x82337b3f1764851cL, 0xdc98850eb93ef45eL, 0xe1c314bbc2c6af27L, 
+            0xd35614ba27e74a71L, 0xa5d592e04a31bb6fL, 0x3f143cd0bc243fbeL, 0x81641ac25408b21L, 0xd4166b32a26fc1c6L, 
+            0xccd088ee4d4a1f67L, 0x698c913d46c1ec99L, 0xf6b9086a5b986abL, 0x4a73c05ef72e3595L, 0x307aeeb350ab081L, 
+            0x43e20045bcb06b0eL, 0x3f58d1d6cd3aa0dcL, 0xd71cd7c996faba80L, 0x4431d8268eebfb71L, 0x254246df109e3dd5L, 
+            0xa7ca1449a238b06aL, 0x49b40e7b082493e7L, 0x45d80e6bd330d613L, 0xaf3d8a578b6d6232L, 0xa4b98341785262d1L, 
+            0xf4f1f424af963102L, 0xa84a986395146774L, 0x90da037fb61d5c88L, 0xb645534b2cf5b89fL, 0x3fdb3073310934b4L, 
+            0x1a0307d01f57f514L, 0x509c9b87a4a1e66cL, 0xbf320cf0888d8aa8L, 0x45a51f76c5f76892L, 0x23eb7a2b99a64402L, 
+            0x4c600e5675dd7757L, 0x4896757aa01a5c34L, 0xb808dbbda7a8a1daL, 0x762c21058ba50349L, 0x99b0a9d5deeebb37L, 
+            0xd6d98ef70a1e465dL, 0xb052f2c1163894f6L, 0xc55e73526f8bc8faL, 0xb31a0537f5b3b269L, 0xf09c1819c0c7f78aL, 
+            0xc36d4e2187e430f8L, 0xf141831a47299c7bL, 0x62f938047903ef34L, 0xf2a0dd678f92e0a5L, 0xc7fe6a53efaaa65L, 
+            0xcc539fcdcc466310L, 0x55199357cdc55491L, 0x6917fb45babb399eL, 0xb098da3c7b012b1aL, 0x54916438f426c41L, 
+            0x1a5ff3356d77d43bL, 0x74e71995e0aacf1aL, 0x6562a8da6b5e69eeL, 0xacbc2b8d1fb16ea8L, 0x400ea8e1f3f5535eL, 
+            0x2ea792dad3a4538fL, 0xf580fe481db60b5cL, 0xcb101198dd0aba9fL, 0x259acbe0461cb837L, 0x30033c3964b56a40L, 
+            0x6c15d4283eeb6fa6L, 0xdea7b626998ea3eeL, 0xdbb2e1b8c0c2abdbL, 0x3a856a6742b6edc2L, 0x777ed6b1683f48bL, 
+            0xde72fd7d6db3bb63L, 0xc8766969b599dc68L, 0xb39a5b76dce26160L, 0x97464948ce81d8a2L, 0xae20fda5af404ae6L, 
+            0xde1100c4f1ae3265L, 0x5a94d43bf60f574L, 0xc087a2116f52d0fcL, 0xfacb3be87e615d89L, 0xe184cb9fba7b0feL, 
+            0x824779bede6d84ffL, 0xa0852e96875da152L, 0x620046e8ba89baefL, 0x247c32c5f34b08ddL, 0x49294468356e7298L, 
+            0xaf6d6e0f8b5009ebL, 0x8c25bfcdb8abd77fL, 0x4f5464a1bc417e38L, 0x2df8fbe8993f8c9fL, 0x6540566281dd6d91L, 
+            0xb90690dcfb03a83L, 0xe270b7c7f8fab463L, 0x898ead41792a7f87L, 0xa1b1248822b7c292L, 0xfa2c0d61dd383eabL, 
+            0x5574c091830bd677L, 0x43640e20702986e5L, 0x622d0a1c860d0302L, 0x9528ea0051990eb9L, 0x28f057ef30af388fL, 
+            0x88320e974a2721a0L, 0x8a12cb33cdd88b60L, 0xd91a9763f991780dL, 0xdf22e332867c0e97L, 0xad95801b6c801f10L, 
+            0xb34e21d4afe2c4a0L, 0xd5465bf172494dd3L, 0x16594af34f1b5767L, 0xa675dceaee1591e6L, 0x53db891db5e1d768L, 
+            0x39a80f5d365c71afL, 0xdce01c73eac54372L, 0x1087fb03e5ce69e9L, 0x67cac3905594378L, 0x275d24c9aa1607f0L, 
+            0x9163a77a53e361b8L, 0x17d10f8254fa7f0bL, 0x49efeab6642e9e45L, 0x376e24839b1df1beL, 0xc46221cc408546fL, 
+            0x98eb5bb7001ebf5cL, 0xc6c4d56e3c9a78efL, 0x23c0723e123a899L, 0x145912ec44b57548L, 0x488a34fe824ff4c3L, 
+            0xac3bc6de9929c707L, 0x1dbac6e98813a70fL, 0xf566054941858266L, 0x18e0a3a2a8b8f2f1L, 0xcc6245a26564a399L, 
+            0x14416ca0e1a84a9aL, 0x4eaf095631a6e7bfL, 0xf2f89f104c9d0b8dL, 0x8fb278a5953e52d8L, 0x8fcee83a30a8be30L, 
+            0xb66850da1a0ceb33L, 0x5f37d31bad76f4dcL, 0xff4d956ffea8dea4L, 0x78c583b396635b3L, 0xad268fb5b1105028L, 
+            0xa480149a0dcbc5f4L, 0xb0e8d69c8b15c864L, 0x6ed49c46f19bb8eaL, 0x7f1871fdf321818dL, 0x1ec5816f5a9843eaL, 
+            0x77c8da91b5313675L, 0x4cdb66ad515e0717L, 0x2ec4712b0bfdfcd6L, 0x6c6f5767fff27330L, 0x71083b972d80c0cL, 
+            0x8d8325e82c4fdcdcL, 0xb47a658dad8e13a4L, 0x88710bf005fda027L, 0x69bd3edaf7111200L, 0xdccdd0c65c810ffL, 
+        };
+
+        for (int i = 0; i < refLong.length; ++i) {
+            Assert.assertEquals(refLong[i], rng.nextLong());
+        }
+    }
+}
diff --git a/src/test/java/org/apache/commons/math4/rng/internal/source64/SplitMix64Test.java b/src/test/java/org/apache/commons/math4/rng/internal/source64/SplitMix64Test.java
new file mode 100644
index 000000000..d2d980f4f
--- /dev/null
+++ b/src/test/java/org/apache/commons/math4/rng/internal/source64/SplitMix64Test.java
@@ -0,0 +1,45 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one or more
+ * contributor license agreements.  See the NOTICE file distributed with
+ * this work for additional information regarding copyright ownership.
+ * The ASF licenses this file to You under the Apache License, Version 2.0
+ * (the "License"); you may not use this file except in compliance with
+ * the License.  You may obtain a copy of the License at
+ *
+ *      http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package org.apache.commons.math4.rng.internal.source64;
+
+import org.junit.Assert;
+import org.junit.Test;
+
+public class SplitMix64Test {
+    @Test
+    public void testReferenceCode() {
+        final long refSeed = 0x1a2b3c4d5e6f7531L;
+        final SplitMix64 rng = new SplitMix64(refSeed);
+
+        final long[] refValues = {
+            0x4141302768c9e9d0L, 0x64df48c4eab51b1aL, 0x4e723b53dbd901b3L, 0xead8394409dd6454L,
+            0x3ef60e485b412a0aL, 0xb2a23aee63aecf38L, 0x6cc3b8933c4fa332L, 0x9c9e75e031e6fccbL,
+            0x0fddffb161c9f30fL, 0x2d1d75d4e75c12a3L, 0xcdcf9d2dde66da2eL, 0x278ba7d1d142cfecL,
+            0x4ca423e66072e606L, 0x8f2c3c46ebc70bb7L, 0xc9def3b1eeae3e21L, 0x8e06670cd3e98bceL,
+            0x2326dee7dd34747fL, 0x3c8fff64392bb3c1L, 0xfc6aa1ebe7916578L, 0x3191fb6113694e70L,
+            0x3453605f6544dac6L, 0x86cf93e5cdf81801L, 0x0d764d7e59f724dfL, 0xae1dfb943ebf8659L,
+            0x012de1babb3c4104L, 0xa5a818b8fc5aa503L, 0xb124ea2b701f4993L, 0x18e0374933d8c782L,
+            0x2af8df668d68ad55L, 0x76e56f59daa06243L, 0xf58c016f0f01e30fL, 0x8eeafa41683dbbf4L,
+            0x7bf121347c06677fL, 0x4fd0c88d25db5ccbL, 0x99af3be9ebe0a272L, 0x94f2b33b74d0bdcbL,
+            0x24b5d9d7a00a3140L, 0x79d983d781a34a3cL, 0x582e4a84d595f5ecL, 0x7316fe8b0f606d20L,
+        };
+
+        for (int i = 0; i < refValues.length; ++i) {
+            Assert.assertEquals(refValues[i], rng.nextLong());
+        }
+    }
+}
diff --git a/src/test/java/org/apache/commons/math4/rng/internal/source64/TwoCmresTest.java b/src/test/java/org/apache/commons/math4/rng/internal/source64/TwoCmresTest.java
new file mode 100644
index 000000000..8505e6bc6
--- /dev/null
+++ b/src/test/java/org/apache/commons/math4/rng/internal/source64/TwoCmresTest.java
@@ -0,0 +1,55 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one or more
+ * contributor license agreements.  See the NOTICE file distributed with
+ * this work for additional information regarding copyright ownership.
+ * The ASF licenses this file to You under the Apache License, Version 2.0
+ * (the "License"); you may not use this file except in compliance with
+ * the License.  You may obtain a copy of the License at
+ *
+ *      http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package org.apache.commons.math4.rng.internal.source64;
+
+import org.junit.Assert;
+import org.junit.Test;
+
+import org.apache.commons.math4.exception.InsufficientDataException;
+import org.apache.commons.math4.exception.DimensionMismatchException;
+
+public class TwoCmresTest {
+    @Test
+    public void testAsymmetric() {
+        final int index1 = 2;
+        final int index2 = 5;
+        final int seed = -123456789;
+
+        final TwoCmres rng1 = new TwoCmres(seed, index1, index2);
+        final TwoCmres rng2 = new TwoCmres(seed, index2, index1);
+
+        // Try a few values.
+        final int n = 1000;
+        for (int i = 0; i < n; i++) {
+            Assert.assertNotEquals("i=" + i, rng1.nextLong(), rng2.nextLong());
+        }
+    }
+
+    @Test
+    public void testSubcycleGeneratorsMustBeDifferent() {
+        final int max = TwoCmres.numberOfSubcycleGenerators();
+        for (int i = 0; i < max; i++) {
+            try {
+                new TwoCmres(-97845, i, i);
+                Assert.fail("Exception expected");
+            } catch (InsufficientDataException e) {
+                // Expected.
+            }
+        }
+    }
+}
+
diff --git a/src/test/java/org/apache/commons/math4/rng/internal/source64/XorShift1024StarTest.java b/src/test/java/org/apache/commons/math4/rng/internal/source64/XorShift1024StarTest.java
new file mode 100644
index 000000000..e9f2fa727
--- /dev/null
+++ b/src/test/java/org/apache/commons/math4/rng/internal/source64/XorShift1024StarTest.java
@@ -0,0 +1,55 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one or more
+ * contributor license agreements.  See the NOTICE file distributed with
+ * this work for additional information regarding copyright ownership.
+ * The ASF licenses this file to You under the Apache License, Version 2.0
+ * (the "License"); you may not use this file except in compliance with
+ * the License.  You may obtain a copy of the License at
+ *
+ *      http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package org.apache.commons.math4.rng.internal.source64;
+
+import org.junit.Assert;
+import org.junit.Test;
+
+public class XorShift1024StarTest {
+    @Test
+    public void testReferenceCode() {
+        /*
+         * Data from running the executable compiled from the author's C code:
+         *   http://xorshift.di.unimi.it/xorshift1024star.c
+         */
+        final long[] refSeed = new long[] {
+            0x012de1babb3c4104L, 0xa5a818b8fc5aa503L, 0xb124ea2b701f4993L, 0x18e0374933d8c782L,
+            0x2af8df668d68ad55L, 0x76e56f59daa06243L, 0xf58c016f0f01e30fL, 0x8eeafa41683dbbf4L,
+            0x7bf121347c06677fL, 0x4fd0c88d25db5ccbL, 0x99af3be9ebe0a272L, 0x94f2b33b74d0bdcbL,
+            0x24b5d9d7a00a3140L, 0x79d983d781a34a3cL, 0x582e4a84d595f5ecL, 0x7316fe8b0f606d20L,
+        };
+
+        final XorShift1024Star rng = new XorShift1024Star(refSeed);
+
+        final long[] refValues = {
+            0xd85e9fc0855614cdL, 0xaf4965c9c1ac6a3dL, 0x067da398791111d8L, 0x2771c41db58d7644L,
+            0xf71a471e1ac2b03eL, 0x953449ae275f7409L, 0x8aa570c72de0af5eL, 0xae59db2acdae32beL,
+            0x3d46f316b8f97301L, 0x72dc8399b7a70957L, 0xf5624d788b3b6f4eL, 0xb7a79275f6c0e7b1L,
+            0xf79354208377d498L, 0x0e5d2f2ac2b4f28fL, 0x0f8f57edc8aa802fL, 0x5e918ea72ece0c36L,
+            0xeeb8dbdb00ac7a5aL, 0xf16f88dfef0d6047L, 0x1244c29e0e0d8d2dL, 0xaa94f1cc42691eb7L,
+            0xd06425dd329e5de5L, 0x968b1c2e016f159cL, 0x6aadff7055065295L, 0x3bce2efcb0d00876L,
+            0xb28d5b69ad8fb719L, 0x1e4040c451376920L, 0x6b0801a8a00de7d7L, 0x891ba2cbe2a4675bL,
+            0x6355008481852527L, 0x7a47bcd9960126f3L, 0x07f72fcd4ebe3580L, 0x4658b29c126840ccL,
+            0xdc7b36d3037c7539L, 0x9e30aab0410122e8L, 0x7215126e0fce932aL, 0xda63f12a489fc8deL,
+            0x769997671b2a0158L, 0xfa9cd84e0ffc174dL, 0x34df1cd959dca211L, 0xccea41a33ec1f763L,
+        };
+
+        for (int i = 0; i < refValues.length; ++i) {
+            Assert.assertEquals(refValues[i], rng.nextLong());
+        }
+    }
+}
diff --git a/src/test/java/org/apache/commons/math4/rng/internal/util/NumberFactoryTest.java b/src/test/java/org/apache/commons/math4/rng/internal/util/NumberFactoryTest.java
new file mode 100644
index 000000000..ae9bc8d6b
--- /dev/null
+++ b/src/test/java/org/apache/commons/math4/rng/internal/util/NumberFactoryTest.java
@@ -0,0 +1,164 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one or more
+ * contributor license agreements.  See the NOTICE file distributed with
+ * this work for additional information regarding copyright ownership.
+ * The ASF licenses this file to You under the Apache License, Version 2.0
+ * (the "License"); you may not use this file except in compliance with
+ * the License.  You may obtain a copy of the License at
+ *
+ *      http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package org.apache.commons.math4.rng.internal.util;
+
+import org.junit.Assert;
+import org.junit.Test;
+
+import org.apache.commons.math4.exception.DimensionMismatchException;
+
+/**
+ * Tests for the {@link NumberFactory}.
+ */
+public class NumberFactoryTest {
+    /** sizeof(int). */
+    final int INT_SIZE = 4;
+    /** sizeof(long). */
+    final int LONG_SIZE = 8;
+
+    /** Test values. */
+    private static final long[] LONG_TEST_VALUES = new long[] {
+        0L,
+        1L,
+        -1L,
+        19337L,
+        1234567891011213L,
+        -11109876543211L,
+        Long.valueOf(Integer.MAX_VALUE),
+        Long.valueOf(Integer.MIN_VALUE),
+        Long.MAX_VALUE,
+        Long.MIN_VALUE,
+    };
+    /** Test values. */
+    private static final int[] INT_TEST_VALUES = new int[] {
+        0,
+        1,
+        -1,
+        19337,
+        1234567891,
+        -1110987656,
+        Integer.MAX_VALUE,
+        Integer.MIN_VALUE,
+    };
+
+    @Test
+    public void testMakeIntFromLong() {
+        for (long v : LONG_TEST_VALUES) {
+            final int vL = NumberFactory.extractLo(v);
+            final int vH = NumberFactory.extractHi(v);
+
+            final long actual = (((long) vH) << 32) | (vL & 0xffffffffL);
+            Assert.assertEquals(v, actual);
+        }
+    }
+
+    @Test
+    public void testLong2Long() {
+        for (long v : LONG_TEST_VALUES) {
+            final int vL = NumberFactory.extractLo(v);
+            final int vH = NumberFactory.extractHi(v);
+
+            Assert.assertEquals(v, NumberFactory.makeLong(vH, vL));
+        }
+    }
+
+    @Test
+    public void testLongFromByteArray2Long() {
+        for (long expected : LONG_TEST_VALUES) {
+            final byte[] b = NumberFactory.makeByteArray(expected);
+            Assert.assertEquals(expected, NumberFactory.makeLong(b));
+        }
+    }
+
+    @Test
+    public void testLongArrayFromByteArray2LongArray() {
+        final byte[] b = NumberFactory.makeByteArray(LONG_TEST_VALUES);
+        Assert.assertArrayEquals(LONG_TEST_VALUES,
+                                 NumberFactory.makeLongArray(b));
+    }
+
+    @Test
+    public void testIntFromByteArray2Int() {
+        for (int expected : INT_TEST_VALUES) {
+            final byte[] b = NumberFactory.makeByteArray(expected);
+            Assert.assertEquals(expected, NumberFactory.makeInt(b));
+        }
+    }
+
+    @Test
+    public void testIntArrayFromByteArray2IntArray() {
+        final byte[] b = NumberFactory.makeByteArray(INT_TEST_VALUES);
+        Assert.assertArrayEquals(INT_TEST_VALUES,
+                                 NumberFactory.makeIntArray(b));
+    }
+
+    @Test
+    public void testMakeIntPrecondition1() {
+        for (int i = 0; i <= 10; i++) {
+            try {
+                NumberFactory.makeInt(new byte[i]);
+                if (i != INT_SIZE) {
+                    Assert.fail("Exception expected");
+                }
+            } catch (DimensionMismatchException e) {
+                // Expected.
+            }
+        }
+    }
+
+    @Test
+    public void testMakeIntArrayPrecondition1() {
+        for (int i = 0; i <= 20; i++) {
+            try {
+                NumberFactory.makeIntArray(new byte[i]);
+                if (i != 0 && (i % INT_SIZE != 0)) {
+                    Assert.fail("Exception expected");
+                }
+            } catch (DimensionMismatchException e) {
+                // Expected.
+            }
+        }
+    }
+
+    @Test
+    public void testMakeLongPrecondition1() {
+        for (int i = 0; i <= 10; i++) {
+            try {
+                NumberFactory.makeLong(new byte[i]);
+                if (i != LONG_SIZE) {
+                    Assert.fail("Exception expected");
+                }
+            } catch (DimensionMismatchException e) {
+                // Expected.
+            }
+        }
+    }
+
+    @Test
+    public void testMakeLongArrayPrecondition1() {
+        for (int i = 0; i <= 20; i++) {
+            try {
+                NumberFactory.makeLongArray(new byte[i]);
+                if (i != 0 && (i % LONG_SIZE != 0)) {
+                    Assert.fail("Exception expected");
+                }
+            } catch (DimensionMismatchException e) {
+                // Expected.
+            }
+        }
+    }
+}
diff --git a/src/test/java/org/apache/commons/math4/rng/internal/util/SeedFactoryTest.java b/src/test/java/org/apache/commons/math4/rng/internal/util/SeedFactoryTest.java
new file mode 100644
index 000000000..559f48412
--- /dev/null
+++ b/src/test/java/org/apache/commons/math4/rng/internal/util/SeedFactoryTest.java
@@ -0,0 +1,111 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one or more
+ * contributor license agreements.  See the NOTICE file distributed with
+ * this work for additional information regarding copyright ownership.
+ * The ASF licenses this file to You under the Apache License, Version 2.0
+ * (the "License"); you may not use this file except in compliance with
+ * the License.  You may obtain a copy of the License at
+ *
+ *      http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package org.apache.commons.math4.rng.internal.util;
+
+import java.util.Map;
+import java.util.HashMap;
+import org.junit.Assert;
+import org.junit.Test;
+
+/**
+ * Tests for {@link SeedFactory}.
+ */
+public class SeedFactoryTest {
+    @Test
+    public void testCreateLong() {
+        final Map<Long, Integer> values = new HashMap<>();
+
+        final int n = 100000;
+        for (int i = 0; i < n; i++) {
+            final long v = SeedFactory.createLong();
+
+            Integer count = values.get(v);
+            if (count == null) {
+                count = 0;
+            }
+            values.put(v, count + 1);
+        }
+
+        // Check that all seeds are different.
+        assertDifferentValues(values);
+    }
+
+    @Test
+    public void testCreateLongArray() {
+        final Map<Long, Integer> values = new HashMap<>();
+
+        final int n = 100000;
+        final long[] array = SeedFactory.createLongArray(n);
+        Assert.assertEquals(n, array.length);
+
+        for (long v : array) {
+            Integer count = values.get(v);
+            if (count == null) {
+                count = 0;
+            }
+            values.put(v, count + 1);
+        }
+
+        // Check that all seeds are different.
+        assertDifferentValues(values);
+    }
+
+    @Test
+    public void testCreateIntArray() {
+        final Map<Long, Integer> values = new HashMap<>();
+
+        for (int i = 0; i < 50000; i++) {
+            final int[] a = SeedFactory.createIntArray(2);
+            final long v = NumberFactory.makeLong(a[0], a[1]); 
+            Integer count = values.get(v);
+            if (count == null) {
+                count = 0;
+            }
+            values.put(v, count + 1);
+        }
+
+        // Check that all pairs in are different.
+        assertDifferentValues(values);
+    }
+
+    /**
+     * Asserts that all the keys in given {@code map} have their
+     * value equal to 1.
+     *
+     * @param map Map to counts.
+     */
+    private static <T> void assertDifferentValues(Map<T, Integer> map) {
+        final StringBuilder sb = new StringBuilder();
+
+        int duplicates = 0;
+        for (Map.Entry<T, Integer> entry : map.entrySet()) {
+            final int count = entry.getValue();
+            if (count <= 0) {
+                throw new IllegalStateException();
+            }
+
+            if (count > 1) {
+                duplicates += count - 1;
+                sb.append(entry.getKey() + ": " + count + "\n");
+            }
+        }
+
+        if (duplicates > 0) {
+            Assert.fail(duplicates + " duplicates\n" + sb);
+        }
+    }
+}
diff --git a/src/userguide/README b/src/userguide/README
index 9aa0238cd..7ee72a0fb 100644
--- a/src/userguide/README
+++ b/src/userguide/README
@@ -5,4 +5,17 @@ examples of use.
 In order to run one of the applications (a class that must contain a
 "main" method), you would type (in a shell console) a command similar
 to the following:
- $ mvn -q exec:java -Dexec.mainClass=org.apache.commons.math4.userguide.sofm.ChineseRingsClassifier
+ $ mvn -q exec:java \
+   -Dexec.mainClass=org.apache.commons.math4.userguide.sofm.ChineseRingsClassifier
+
+Alternatively, a "standalone" JAR can be created with the following
+command:
+ $ mvn -Dmainclass=org.apache.commons.math4.userguide.rng.RandomStressTester \
+       -Djarbasename=RandomStressTester \
+       clean compile assembly:single
+where the value of the "mainclass" argument is the fully-qualified name
+of the class whose "main" method will be the program's entry point, and
+the "jarbasename" argument is the basename of the JAR file to be created.
+Then, the application can be run with the following command:
+ $ java -jar RandomStressTester [args]
+where "[args]" is the list of arguments passed to the "main" method.
diff --git a/src/userguide/c/rng/stdin2testu01.c b/src/userguide/c/rng/stdin2testu01.c
new file mode 100644
index 000000000..d1a4a6aa5
--- /dev/null
+++ b/src/userguide/c/rng/stdin2testu01.c
@@ -0,0 +1,127 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one or more
+ * contributor license agreements.  See the NOTICE file distributed with
+ * this work for additional information regarding copyright ownership.
+ * The ASF licenses this file to You under the Apache License, Version 2.0
+ * (the "License"); you may not use this file except in compliance with
+ * the License.  You may obtain a copy of the License at
+ *
+ *      http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+/*
+ * Utility for simple interfacing with the "TestU01" library:
+ *  http://simul.iro.umontreal.ca/testu01/tu01.html
+ *
+ * It reads from its standard input an infinite sequence of 32-bits
+ * integers and runs one of the test suites "SmallCrush", "Crush" or
+ * "BigCrush".
+ * "TestU01" writes its report to standard output.
+ */
+
+#include <stdint.h>
+#include <unistd.h>
+#include <string.h>
+
+#include <testu01/unif01.h>
+#include <testu01/bbattery.h>
+#include <testu01/util.h>
+
+#define TU_S "SmallCrush"
+#define TU_C "Crush"
+#define TU_B "BigCrush"
+#define BUFFER_LENGTH 256
+
+typedef struct {
+  unsigned long buffer[BUFFER_LENGTH];
+  uint32_t index;
+} StdinReader_state;
+
+unsigned long nextInt(void *par,
+                      void *sta) {
+  StdinReader_state *state = (StdinReader_state *) sta;
+  if (state->index >= BUFFER_LENGTH) {
+    /* Refill. */
+    fread(state->buffer, sizeof(unsigned long), BUFFER_LENGTH, stdin);
+    state->index = 0;
+  }
+
+  uint32_t random = state->buffer[state->index];
+  ++state->index; /* Next request. */
+
+  return random;
+}
+
+double nextDouble(void *par,
+                  void *sta) {
+  return nextInt(par, sta) / 4294967296.0;
+}
+
+
+static void dummy(void *sta) {
+  printf("N/A");
+
+  return;
+}
+
+unif01_Gen *createStdinReader(void) {
+   unif01_Gen *gen;
+   StdinReader_state *state;
+   size_t len;
+   char name[60];
+
+   state = util_Malloc(sizeof(StdinReader_state));
+
+   gen = util_Malloc(sizeof(unif01_Gen));
+   gen->state = state;
+   gen->param = NULL;
+   gen->Write = dummy;
+   gen->GetU01 = nextDouble;
+   gen->GetBits = nextInt;
+
+   strcpy(name, "stdin");
+   len = strlen(name);
+   gen->name = util_Calloc(len + 1, sizeof (char));
+   strncpy(gen->name, name, len);
+
+   // Read binary input.
+   freopen(NULL, "rb", stdin);
+   state->index = BUFFER_LENGTH;
+
+   return gen;
+}
+
+void deleteStdinReader(unif01_Gen *gen) {
+   gen->state = util_Free(gen->state);
+   gen->name = util_Free(gen->name);
+   util_Free(gen);
+}
+
+int main(int argc,
+         char **argv) {
+  unif01_Gen *gen = createStdinReader();
+  char *spec = argv[1];
+
+  if (argc < 2) {
+    printf("[ERROR] Specify test suite: '%s', '%s' or '%s'\n", TU_S, TU_C, TU_B);
+    exit(1);
+  } else if (strcmp(spec, TU_S) == 0) {
+    bbattery_SmallCrush(gen);
+  } else if (strcmp(spec, TU_C) == 0) {
+    bbattery_Crush(gen);
+  } else if (strcmp(spec, TU_B) == 0) {
+    bbattery_BigCrush(gen);
+  } else {
+    printf("[ERROR] Unknown specification: '%s'\n", spec);
+    exit(1);
+  }
+
+  deleteStdinReader(gen);
+  return 0;
+}
diff --git a/src/userguide/java/org/apache/commons/math4/userguide/rng/GeneratorsList.java b/src/userguide/java/org/apache/commons/math4/userguide/rng/GeneratorsList.java
new file mode 100644
index 000000000..043bce942
--- /dev/null
+++ b/src/userguide/java/org/apache/commons/math4/userguide/rng/GeneratorsList.java
@@ -0,0 +1,57 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one or more
+ * contributor license agreements.  See the NOTICE file distributed with
+ * this work for additional information regarding copyright ownership.
+ * The ASF licenses this file to You under the Apache License, Version 2.0
+ * (the "License"); you may not use this file except in compliance with
+ * the License.  You may obtain a copy of the License at
+ *
+ *      http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package org.apache.commons.math4.userguide.rng;
+
+import java.util.List;
+import java.util.ArrayList;
+import java.util.Iterator;
+
+import org.apache.commons.math4.rng.UniformRandomProvider;
+import org.apache.commons.math4.rng.RandomSource;
+
+/**
+ * List of generators.
+ */
+public class GeneratorsList implements Iterable<UniformRandomProvider> {
+    /** List. */
+    private final List<UniformRandomProvider> list = new ArrayList<>();
+
+    /**
+     * Creates list.
+     */
+    public GeneratorsList() {
+        list.add(RandomSource.create(RandomSource.JDK));
+        list.add(RandomSource.create(RandomSource.MT));
+        list.add(RandomSource.create(RandomSource.WELL_512_A));
+        list.add(RandomSource.create(RandomSource.WELL_1024_A));
+        list.add(RandomSource.create(RandomSource.WELL_19937_A));
+        list.add(RandomSource.create(RandomSource.WELL_19937_C));
+        list.add(RandomSource.create(RandomSource.WELL_44497_A));
+        list.add(RandomSource.create(RandomSource.WELL_44497_B));
+        list.add(RandomSource.create(RandomSource.ISAAC));
+        list.add(RandomSource.create(RandomSource.MT_64));
+        list.add(RandomSource.create(RandomSource.SPLIT_MIX_64));
+        list.add(RandomSource.create(RandomSource.XOR_SHIFT_1024_S));
+        list.add(RandomSource.create(RandomSource.TWO_CMRES));
+    }
+
+    /** {@inheritDoc} */
+    @Override
+    public Iterator<UniformRandomProvider> iterator() {
+        return list.iterator();
+    }
+}
diff --git a/src/userguide/java/org/apache/commons/math4/userguide/rng/RandomStressTester.java b/src/userguide/java/org/apache/commons/math4/userguide/rng/RandomStressTester.java
new file mode 100644
index 000000000..e257b53a3
--- /dev/null
+++ b/src/userguide/java/org/apache/commons/math4/userguide/rng/RandomStressTester.java
@@ -0,0 +1,280 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one or more
+ * contributor license agreements.  See the NOTICE file distributed with
+ * this work for additional information regarding copyright ownership.
+ * The ASF licenses this file to You under the Apache License, Version 2.0
+ * (the "License"); you may not use this file except in compliance with
+ * the License.  You may obtain a copy of the License at
+ *
+ *      http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package org.apache.commons.math4.userguide.rng;
+
+import java.util.List;
+import java.util.ArrayList;
+import java.util.Arrays;
+import java.io.IOException;
+import java.io.File;
+import java.io.PrintWriter;
+import java.io.FileWriter;
+import java.io.DataOutputStream;
+import java.util.concurrent.ExecutionException;
+import java.util.concurrent.ExecutorService;
+import java.util.concurrent.Executors;
+import java.util.concurrent.Future;
+
+import org.apache.commons.math4.rng.UniformRandomProvider;
+
+/**
+ * Class that can be used for testing a generator by piping the values
+ * returned by its {@link UniformRandomProvider#nextInt()} method to a
+ * program that reads {@code int} values from its standard input and
+ * writes an analysis report to standard output.
+ *
+ * <p>
+ *  The <a href="http://www.phy.duke.edu/~rgb/General/dieharder.php">
+ *  "dieharder"</a> test suite is such a software.
+ *  <br>
+ *  Example of command line, assuming that "examples.jar" specifies this
+ *  class as the "main" class (see {@link #main(String[]) main} method):
+ *  <pre><code>
+ *   $ java -jar examples.jar \
+ *     report/dh_ \
+ *     4 \
+ *     org.apache.commons.math4.userguide.rng.GeneratorsList \
+ *     /usr/bin/dieharder -a -g 200 -Y 1 -k 2
+ *  </code></pre>
+ * </p>
+ */
+public class RandomStressTester {
+    /** Comment prefix. */
+    private static final String C = "# ";
+    /** New line. */
+    private static final String N = "\n";
+    /** Command line. */
+    private final List<String> cmdLine;
+    /** Output prefix. */
+    private final String fileOutputPrefix;
+
+    /**
+     * Creates the application.
+     *
+     * @param cmd Command line.
+     * @param outputPrefix Output prefix for file reports.
+     */
+    private RandomStressTester(List<String> cmd,
+                               String outputPrefix) {
+        final File exec = new File(cmd.get(0));
+        if (!exec.exists() ||
+            !exec.canExecute()) {
+            throw new RuntimeException("Program is not executable: " + exec);
+        }
+
+        cmdLine = new ArrayList<String>(cmd);
+        fileOutputPrefix = outputPrefix;
+
+        final File reportDir = new File(fileOutputPrefix).getParentFile();
+        if (!reportDir.exists() ||
+            !reportDir.isDirectory() ||
+            !reportDir.canWrite()) {
+            throw new RuntimeException("Invalid output directory: " + reportDir);
+        }
+    }
+
+    /**
+     * Program's entry point.
+     *
+     * @param args Application's arguments.
+     * The order is as follows:
+     * <ul>
+     *  <li>Output prefix: Filename prefix where the output of the analysis will
+     *   written to.  The appended suffix is the index of the instance within the
+     *   list of generators to be tested.</li>
+     *  <li>Number of threads to use concurrently: One thread will process one of
+     *    the generators to be tested.</li>
+     *  <li>Name of a class that implements {@code Iterable<UniformRandomProvider>}
+     *   (and defines a default constructor): Each generator of the list will be
+     *   tested by one instance of the analyzer program</li>
+     *  <li>Path to the executable: this is the analyzer software that reads 32-bits
+     *   integers from stdin.</li>
+     *  <li>All remaining arguments are passed to the executable.</li>
+     * </ul>
+     */
+    public static void main(String[] args) throws Exception {
+        final String output = args[0];
+        final int numThreads = Integer.valueOf(args[1]);
+
+        final Iterable<UniformRandomProvider> rngList = createGeneratorsList(args[2]);
+
+        final List<String> cmdLine = new ArrayList<>();
+        cmdLine.addAll(Arrays.asList(Arrays.copyOfRange(args, 3, args.length)));
+
+        final RandomStressTester app = new RandomStressTester(cmdLine, output);
+        app.run(rngList, numThreads);
+    }
+
+    /**
+     * Creates the tasks and starts the processes.
+     *
+     * @param generators List of generators to be analyzed.
+     * @param numConcurrentTasks Number of concurrent tasks.
+     * Twice as many threads will be started: one thread for the RNG and one
+     * for the analyzer.
+     */
+    private void run(Iterable<UniformRandomProvider> generators,
+                     int numConcurrentTasks)
+        throws IOException {
+        // Parallel execution.
+        final ExecutorService service = Executors.newFixedThreadPool(numConcurrentTasks);
+
+        // Placeholder (output will be "null").
+        final List<Future<?>> execOutput = new ArrayList<Future<?>>();
+
+        // Run tasks.
+        int count = 0;
+        for (UniformRandomProvider rng : generators) {
+            final File output = new File(fileOutputPrefix + (++count));
+            final Runnable r = new Task(rng, output);
+            execOutput.add(service.submit(r));
+        }
+
+        // Wait for completion (ignoring return value).
+        try {
+            for (Future<?> f : execOutput) {
+                try {
+                    f.get();
+                } catch (ExecutionException e) {
+                    System.err.println(e.getCause().getMessage());
+                }
+            }
+        } catch (InterruptedException ignored) {}
+
+        // Terminate all threads.
+        service.shutdown();
+    }
+
+    /**
+     * Creates the list of generators to be tested.
+     *
+     * @param name Name of the class that contains the generators to be
+     * analyzed.
+     * @return the list of generators.
+     */
+    private static Iterable<UniformRandomProvider> createGeneratorsList(String name)
+        throws ClassNotFoundException,
+               InstantiationException,
+               IllegalAccessException {
+        return (Iterable<UniformRandomProvider>) Class.forName(name).newInstance();
+    }
+
+    /**
+     * Pipes random numbers to the standard input of an analyzer.
+     */
+    private class Task implements Runnable {
+        /** Directory for reports of the tester processes. */
+        private final File output;
+        /** RNG to be tested. */
+        private final UniformRandomProvider rng;
+
+        /**
+         * Creates the task.
+         *
+         * @param random RNG to be tested.
+         * @param report Report file.
+         */
+        public Task(UniformRandomProvider random,
+                    File report) {
+            rng = random;
+            output = report;
+        }
+
+        /** {@inheritDoc} */
+        @Override
+            public void run() {
+            try {
+                // Write header.
+                printHeader(output, rng);
+
+                // Start test suite.
+                final ProcessBuilder builder = new ProcessBuilder(cmdLine);
+                builder.redirectOutput(ProcessBuilder.Redirect.appendTo(output));
+                final Process testingProcess = builder.start();
+                final DataOutputStream sink = new DataOutputStream(testingProcess.getOutputStream());
+
+                final long startTime = System.nanoTime();
+
+                try {
+                    while (true) {
+                        sink.writeInt(rng.nextInt());
+                    }
+                } catch (IOException e) {
+                    // Hopefully getting here when the analyzing software terminates.
+                }
+
+                final long endTime = System.nanoTime();
+
+                // Write footer.
+                printFooter(output, endTime - startTime);
+
+            } catch (IOException e) {
+                throw new RuntimeException("Failed to start task: " + e.getMessage());
+            }
+        }
+    }
+
+    /**
+     * @param output File.
+     * @param rng Generator being tested.
+     * @param cmdLine
+     */
+    private void printHeader(File output,
+                             UniformRandomProvider rng)
+        throws IOException {
+        final StringBuilder sb = new StringBuilder();
+        sb.append(C).append(N);
+        sb.append(C).append("RNG: ").append(rng.toString()).append(N);
+        sb.append(C).append(N);
+        sb.append(C).append("Java: ").append(System.getProperty("java.version")).append(N);
+        sb.append(C).append("Runtime: ").append(System.getProperty("java.runtime.version", "?")).append(N);
+        sb.append(C).append("JVM: ").append(System.getProperty("java.vm.name"))
+            .append(" ").append(System.getProperty("java.vm.version")).append(N);
+        sb.append(C).append("OS: ").append(System.getProperty("os.name"))
+            .append(" ").append(System.getProperty("os.version"))
+            .append(" ").append(System.getProperty("os.arch")).append(N);
+        sb.append(C).append(N);
+
+        sb.append(C).append("Analyzer: ");
+        for (String s : cmdLine) {
+            sb.append(s).append(" ");
+        }
+        sb.append(N);
+        sb.append(C).append(N);
+
+        final PrintWriter w = new PrintWriter(new FileWriter(output, true));
+        w.print(sb.toString());
+        w.close();
+    }
+
+    /**
+     * @param output File.
+     * @param nanoTime Duration of the run.
+     */
+    private void printFooter(File output,
+                             long nanoTime)
+        throws IOException {
+        final PrintWriter w = new PrintWriter(new FileWriter(output, true));
+        w.println(C);
+
+        final double duration = ((double) nanoTime) * 1e-9 / 60;
+        w.println(C + "Test duration: " + duration + " minutes");
+
+        w.println(C);
+        w.close();
+    }
+}
diff --git a/src/userguide/pom.xml b/src/userguide/pom.xml
index 2f8ac9187..4f3c88861 100644
--- a/src/userguide/pom.xml
+++ b/src/userguide/pom.xml
@@ -45,6 +45,36 @@
 
   <build>
     <sourceDirectory>java</sourceDirectory>
+
+    <plugins>
+
+      <plugin>
+        <artifactId>maven-assembly-plugin</artifactId>
+        <configuration>
+          <archive>
+            <manifest>
+              <mainClass>${mainclass}</mainClass>
+            </manifest>
+          </archive>
+          <descriptorRefs>
+            <descriptorRef>jar-with-dependencies</descriptorRef>
+          </descriptorRefs>
+          <finalName>${jarbasename}</finalName>
+          <appendAssemblyId>false</appendAssemblyId>
+        </configuration>
+        <executions>
+          <execution>
+            <id>make-assembly</id> <!-- this is used for inheritance merges -->
+            <phase>package</phase> <!-- bind to the packaging phase -->
+            <goals>
+              <goal>single</goal>
+            </goals>
+          </execution>
+        </executions>
+      </plugin>
+
+   </plugins>
+
   </build>
   <reporting>
   </reporting>