globalSeq

Global Test for Counts


Bioconductor version: Release (3.20)

The method may be conceptualised as a test of overall significance in regression analysis, where the response variable is overdispersed and the number of explanatory variables exceeds the sample size. Useful for testing for association between RNA-Seq and high-dimensional data.

Author: Armin Rauschenberger [aut, cre]

Maintainer: Armin Rauschenberger <armin.rauschenberger at uni.lu>

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

Installation

To install this package, start R (version "4.4") and enter:


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

BiocManager::install("globalSeq")

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("globalSeq")
article frame HTML
vignette frame HTML
vignette source PDF R Script
Reference Manual PDF
NEWS Text

Details

biocViews DifferentialExpression, DimensionReduction, ExomeSeq, ExonArray, GeneExpression, GenomeWideAssociation, MultipleComparison, RNASeq, Regression, Sequencing, Software, Transcriptomics, WholeGenome, miRNA
Version 1.34.0
In Bioconductor since BioC 3.3 (R-3.3) (8.5 years)
License GPL-3
Depends R (>= 3.0.0)
Imports
System Requirements
URL https://github.com/rauschenberger/globalSeq
Bug Reports https://github.com/rauschenberger/globalSeq/issues
See More
Suggests knitr, testthat, SummarizedExperiment, S4Vectors
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Package Archives

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

Source Package globalSeq_1.34.0.tar.gz
Windows Binary (x86_64) globalSeq_1.34.0.zip (64-bit only)
macOS Binary (x86_64) globalSeq_1.34.0.tgz
macOS Binary (arm64) globalSeq_1.33.0.tgz
Source Repository git clone https://git.bioconductor.org/packages/globalSeq
Source Repository (Developer Access) git clone git@git.bioconductor.org:packages/globalSeq
Bioc Package Browser https://code.bioconductor.org/browse/globalSeq/
Package Short Url https://bioconductor.org/packages/globalSeq/
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