HybridMTest

DOI: 10.18129/B9.bioc.HybridMTest  

Hybrid Multiple Testing

Bioconductor version: Release (3.16)

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>

Citation (from within R, enter citation("HybridMTest")):

Installation

To install this package, start R (version "4.2") and enter:

if (!require("BiocManager", quietly = TRUE))
    install.packages("BiocManager")

BiocManager::install("HybridMTest")

For older versions of R, please refer to the appropriate Bioconductor release.

Documentation

To view documentation for the version of this package installed in your system, start R and enter:

browseVignettes("HybridMTest")

 

PDF R Script Hybrid Multiple Testing
PDF   Reference Manual

Details

biocViews GeneExpression, Genetics, Microarray, Software
Version 1.42.0
In Bioconductor since BioC 2.10 (R-2.15) (11 years)
License GPL Version 2 or later
Depends R (>= 2.9.0), Biobase, fdrtool, MASS, survival
Imports stats
LinkingTo
Suggests
SystemRequirements
Enhances
URL
Depends On Me
Imports Me APAlyzer
Suggests Me
Links To Me
Build Report  

Package Archives

Follow Installation instructions to use this package in your R session.

Source Package HybridMTest_1.42.0.tar.gz
Windows Binary HybridMTest_1.42.0.zip (64-bit only)
macOS Binary (x86_64) HybridMTest_1.42.0.tgz
macOS Binary (arm64) HybridMTest_1.42.0.tgz
Source Repository git clone https://git.bioconductor.org/packages/HybridMTest
Source Repository (Developer Access) git clone git@git.bioconductor.org:packages/HybridMTest
Bioc Package Browser https://code.bioconductor.org/browse/HybridMTest/
Package Short Url https://bioconductor.org/packages/HybridMTest/
Package Downloads Report Download Stats

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