Adding option to remove outliers #973
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Added option in `HybridNew` to remove outliers from test-stat distributions before calculating p-values/limits. This option removes test-statistic values from the test-statistic distributions that are further than $X\sigma$ from the mean of the distribution, where $\sigma$ is the standard deviation of the distribution and $X$ is the value passed to the option, before calculating $p-$values and limits. Setting this to some reasonably large number (eg 50) should remove the spurious values. By default, no removal of outliers is performed. Added text to documentation about this option.
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Obviously would be better to calculate median rather than mean before outlier removal, will update PR with that |
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Added option in
HybridNewto remove outliers from test-stat distributions before calculating p-values/limits.This option removes test-statistic values from the test-statistic distributions that are further than$X\sigma$ from the mean of the distribution, where $\sigma$ is the standard deviation of the distribution and $X$ is the value passed to the option, before calculating $p-$values and limits. Setting this to some reasonably large number (eg 50) should remove the spurious values. By default, no removal of outliers is performed.
Added text to documentation about this option.