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Bioconductor - tweeDEseq (development version)

tweeDEseq

This is the development version of tweeDEseq; for the stable release version, see tweeDEseq.

RNA-seq data analysis using the Poisson-Tweedie family of distributions

Bioconductor version: Development (3.22)

Differential expression analysis of RNA-seq using the Poisson-Tweedie (PT) family of distributions. PT distributions are described by a mean, a dispersion and a shape parameter and include Poisson and NB distributions, among others, as particular cases. An important feature of this family is that, while the Negative Binomial (NB) distribution only allows a quadratic mean-variance relationship, the PT distributions generalizes this relationship to any orde.

Author: Dolors Pelegri-Siso [aut, cre] ORCID: 0000-0002-5993-3003 , Juan R. Gonzalez [aut] ORCID: 0000-0003-3267-2146 , Mikel Esnaola [aut], Robert Castelo [aut]

Maintainer: Dolors Pelegri-Siso <dolors.pelegri at isglobal.org>

Citation (from within R, enter citation("tweeDEseq")): Installation

To install this package, start R (version "4.5") and enter:


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

# The following initializes usage of Bioc devel
BiocManager::install(version='devel')

BiocManager::install("tweeDEseq")

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("tweeDEseq")
tweeDEseq: analysis of RNA-seq data using the Poisson-Tweedie family of distributions PDF R Script Reference Manual PDF Details biocViews DNASeq, DifferentialExpression, ImmunoOncology, RNASeq, Sequencing, Software, StatisticalMethod Version 1.55.0 In Bioconductor since BioC 2.9 (R-2.14) (13.5 years) License GPL (>= 2) Depends R (>= 4.3.0) Imports Rcpp (>= 1.0.10), MASS, limma, edgeR, parallel, cqn, grDevices, graphics, stats, utils System Requirements URL https://github.com/isglobal-brge/tweeDEseq/ Bug Reports https://github.com/isglobal-brge/tweeDEseq/issues See More Package Archives

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


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