TFisher: 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.

Getting started

Package details

AuthorHong Zhang and Zheyang Wu
MaintainerHong Zhang <hzhang@wpi.edu>
LicenseGPL-2
Version0.2.0
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("TFisher")

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TFisher documentation built on May 2, 2019, 12:20 p.m.