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https://issues.apache.org/jira/browse/MATH-1421?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Gilles resolved MATH-1421.
--------------------------
       Resolution: Fixed
    Fix Version/s: 4.0

Thanks for the report.

As of commit 612a04d6b0ff8fa3060d5e943f4f72968ea71700 the reported failure does 
not happen anymore.
Please have a look, and reopen this issue if you have other case that still 
produce a negative value.


> WilsonConfidenceInterval returning negative values
> --------------------------------------------------
>
>                 Key: MATH-1421
>                 URL: https://issues.apache.org/jira/browse/MATH-1421
>             Project: Commons Math
>          Issue Type: Bug
>    Affects Versions: 3.6.1
>            Reporter: Mathijs Vogelzang
>             Fix For: 4.0
>
>
> Wilson confidence intervals sometimes return negative values as the lower 
> bound, e.g.
> IntervalUtils.getWilsonScoreInterval(19436, 0, 0.95).getLowerBound() returns 
> -1.3549849074815073E-20
> This is causing assertion fails in our code, which we have fixed it now by 
> wrapping the confidence score bounds in Math.max(0, Math.min(1, bound)) until 
> the method doesn't return wrong results anymore.



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