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https://issues.apache.org/jira/browse/MATH-1154?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=14161904#comment-14161904
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Thomas Neidhart commented on MATH-1154:
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It is just hiding the aspect of the lazy initialization to another object, 
which is neat, but it is still lazy initialization, so not much difference to 
the original proposal imho.
But we do not need to discuss this here, please post a message to the ml to get 
opinions.

> 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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