SmartTail offers a novel approach to high-throughput testing, providing accurate and efficient estimates of false discovery rates and related quantities. SmartTail uses Extreme Value Statistics as a powerful tool for the analysis of tails of the distribution of p-values from high-throughput screening experiments. Among other features, SmartTail suggests techniques to correct theoretical p-values and compare different pre-processing methods.
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References in zbMATH (referenced in 1 article )
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- Zholud, Dmitrii: Tail approximations for the Student $t$-, $F$-, and Welch statistics for non-normal and not necessarily i.i.d. random variables (2014)