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.
Package details |
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Author | Hong Zhang and Zheyang Wu |
Maintainer | Hong Zhang <hzhang@wpi.edu> |
License | GPL-2 |
Version | 0.2.0 |
Package repository | View on CRAN |
Installation |
Install the latest version of this package by entering the following in R:
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