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. "Optimal Thresholding of Fisher's P-value Combination Tests for Signal Detection", submitted.
Version: | 0.1.0 |
Imports: | stats, sn, mvtnorm |
Published: | 2017-11-07 |
Author: | Hong Zhang and Zheyang Wu |
Maintainer: | Hong Zhang <hzhang at wpi.edu> |
License: | GPL-2 |
NeedsCompilation: | no |
In views: | MetaAnalysis |
CRAN checks: | TFisher results |
Reference manual: | TFisher.pdf |
Package source: | TFisher_0.1.0.tar.gz |
Windows binaries: | r-devel: TFisher_0.1.0.zip, r-release: TFisher_0.1.0.zip, r-oldrel: TFisher_0.1.0.zip |
OS X El Capitan binaries: | r-release: TFisher_0.1.0.tgz |
OS X Mavericks binaries: | r-oldrel: TFisher_0.1.0.tgz |
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