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https://issues.apache.org/jira/browse/MATH-1154?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=14169436#comment-14169436
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Phil Steitz commented on MATH-1154:
-----------------------------------

Applied Thomas' patch in commit a3fdeb4da91d8aef50f40a3f9906494593ce2eca.  
Still todo to resolve (for 3.x): update javadoc on distribution class 
constructors to recommend passing null RandomGenerator when sampling is not 
going to be used.

> Statistical tests in stat.inference package are very slow due to implicit 
> RandomGenerator initialization
> --------------------------------------------------------------------------------------------------------
>
>                 Key: MATH-1154
>                 URL: https://issues.apache.org/jira/browse/MATH-1154
>             Project: Commons Math
>          Issue Type: Bug
>    Affects Versions: 3.3
>            Reporter: Otmar Ertl
>         Attachments: MATH-1154.patch, math3.patch
>
>
> Some statistical tests defined in the stat.inference package (e.g. 
> BinomialTest or ChiSquareTest) are unnecessarily very slow (up to a factor 20 
> slower than necessary). The reason is the implicit slow initialization of a 
> default (Well19937c) random generator instance each time a test is performed. 
> The affected tests create some distribution instance in order to use some 
> methods defined therein. However, they do not use any method for random 
> generation. Nevertheless a random number generator instance is automatically 
> created when creating a distribution instance, which is the reason for the 
> serious slowdown. The problem is related to MATH-1124.
> There are following solutions:
> 1) Fix the affected statistical tests by passing a light-weight 
> RandomGenerator implementation (or even null) to the constructor of the 
> distribution.
> 2) Or use for all distributions a RandomGenerator implementation that uses 
> lazy initialization to generate the Well19937c instance as late as possible. 
> This would also solve MATH-1124.
> I will attach a patch proposal together with a performance test, that will 
> demonstrate the speed up after a fix.



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