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.


News

Reference manual

It appears you don't have a PDF plugin for this browser. You can click here to download the reference manual.

install.packages("TFisher")

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