HybridMTest

Hybrid Multiple Testing

Bioconductor version: Release (2.11)

Performs hybrid multiple testing that incorporates method selection and assumption evaluations into the analysis using empirical Bayes probability (EBP) estimates obtained by Grenander density estimation. For instance, for 3-group comparison analysis, Hybrid Multiple testing considers EBPs as weighted EBPs between F-test and H-test with EBPs from Shapiro Wilk test of normality as weigth. Instead of just using EBPs from F-test only or using H-test only, this methodology combines both types of EBPs through EBPs from Shapiro Wilk test of normality. This methodology uses then the law of total EBPs.

Author: Stan Pounds <stanley.pounds at stjude.org>, Demba Fofana <demba.fofana at stjude.org>

Maintainer: Demba Fofana <demba.fofana at stjude.org>

To install this package, start R and enter:

    source("http://bioconductor.org/biocLite.R")
    biocLite("HybridMTest")

To cite this package in a publication, start R and enter:

    citation("HybridMTest")

Documentation

Details

Package Downloads