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https://issues.apache.org/jira/browse/MATH-724?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=13168249#comment-13168249
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Dennis Hendriks commented on MATH-724:
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Also note that RandomDataImpl.nextUniform uses a similar scale/shift method to 
transform the range. It may thus suffer from the same failure in case of 
extreme values...
                
> RandomDataImpl.nextInt does not distribute uniformly for negative lower bound
> -----------------------------------------------------------------------------
>
>                 Key: MATH-724
>                 URL: https://issues.apache.org/jira/browse/MATH-724
>             Project: Commons Math
>          Issue Type: Bug
>    Affects Versions: Nightly Builds
>            Reporter: Dennis Hendriks
>         Attachments: NextIntUniformTest.java, math-724.patch
>
>
> When using the RandomDataImpl.nextInt function to get a uniform sample in a 
> [lower, upper] interval, when the lower value is less than zero, the output 
> is not uniformly distributed, as the lowest value is practically never 
> returned.
> See the attached NextIntUniformTest.java file. It uses a [-3, 5] interval. 
> For several values between 0 and 1, testNextIntUniform1 prints the return 
> value of RandomDataImpl.nextInt (as double and as int). We see that -2 
> through 5 are returned several times. The -3 value however, is only returned 
> for 0.0, and is thus under-respresented in the integer samples. The output of 
> test method testNextIntUniform2 also clearly shows that value -3 is never 
> sampled.

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