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 and Zheyang Wu. "TFisher Tests: Optimal and Adaptive Thresholding for Combining p-Values", submitted.


Reference manual

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0.2.0 by Hong Zhang, 2 years ago

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

Authors: Hong Zhang and Zheyang Wu

Documentation:   PDF Manual  

Task views: Meta-Analysis

GPL-2 license

Imports stats, sn, mvtnorm, Matrix

Imported by metap.

See at CRAN