Optimal Thresholding Fisher's P-Value Combination Method

We provide the cumulative distribution function (CDF), quantile, and statistical power calculator for a collection of thresholding Fisher's p-value combination methods, including Fisher's p-value combination method, truncated product method and, in particular, soft-thresholding Fisher's p-value combination method which is proven to be optimal in some context of signal detection. The p-value calculator for the omnibus version of these tests are also included. For reference, please see Hong Zhang, Tong Tong, John Landers and Zheyang Wu (2020) "TFisher: A powerful truncation and weighting procedure for combining p-values" .


Reference manual

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install.packages("TFisher")

0.2.1 by Zheyang Wu, 2 months ago


https://github.com/ZWuLab/TFisher


Report a bug at https://github.com/ZWuLab/TFisher/issues


Browse source code at https://github.com/cran/TFisher


Authors: Hong Zhang [aut] , Zheyang Wu [aut, cre]


Documentation:   PDF Manual  


GPL-2 license


Imports stats, sn, mvtnorm, Matrix


Imported by metap.


See at CRAN