globaltest

DOI: 10.18129/B9.bioc.globaltest    

Testing Groups of Covariates/Features for Association with a Response Variable, with Applications to Gene Set Testing

Bioconductor version: Release (3.13)

The global test tests groups of covariates (or features) for association with a response variable. This package implements the test with diagnostic plots and multiple testing utilities, along with several functions to facilitate the use of this test for gene set testing of GO and KEGG terms.

Author: Jelle Goeman and Jan Oosting, with contributions by Livio Finos, Aldo Solari, Dominic Edelmann

Maintainer: Jelle Goeman <j.j.goeman at lumc.nl>

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

Installation

To install this package, start R (version "4.1") and enter:

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

BiocManager::install("globaltest")

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("globaltest")

 

PDF R Script Global Test
PDF   Reference Manual

Details

biocViews Bioinformatics, DifferentialExpression, GO, Microarray, OneChannel, Pathways, Software
Version 5.46.0
In Bioconductor since BioC 1.6 (R-2.1) or earlier (> 16.5 years)
License GPL (>= 2)
Depends methods, survival
Imports Biobase, AnnotationDbi, annotate, graphics
LinkingTo
Suggests vsn, golubEsets, KEGGREST, hu6800.db, Rgraphviz, GO.db, lungExpression, org.Hs.eg.db, GSEABase, penalized, gss, MASS, boot, rpart, mstate
SystemRequirements
Enhances
URL
Depends On Me GlobalAncova
Imports Me BiSeq, ChAMP, EGSEA, SIM
Suggests Me topGO
Links To Me
Build Report  

Package Archives

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

Source Package globaltest_5.46.0.tar.gz
Windows Binary globaltest_5.46.0.zip (32- & 64-bit)
macOS 10.13 (High Sierra) globaltest_5.46.0.tgz
Source Repository git clone https://git.bioconductor.org/packages/globaltest
Source Repository (Developer Access) git clone git@git.bioconductor.org:packages/globaltest
Package Short Url https://bioconductor.org/packages/globaltest/
Package Downloads Report Download Stats

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