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Bioconductor - NBAMSeq

NBAMSeq

This is the released version of NBAMSeq; for the devel version, see NBAMSeq.

Negative Binomial Additive Model for RNA-Seq Data

Bioconductor version: Release (3.21)

High-throughput sequencing experiments followed by differential expression analysis is a widely used approach to detect genomic biomarkers. A fundamental step in differential expression analysis is to model the association between gene counts and covariates of interest. NBAMSeq a flexible statistical model based on the generalized additive model and allows for information sharing across genes in variance estimation.

Author: Xu Ren [aut, cre], Pei Fen Kuan [aut]

Maintainer: Xu Ren <xuren2120 at gmail.com>

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

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


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

BiocManager::install("NBAMSeq")

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("NBAMSeq")
Details biocViews Coverage, DifferentialExpression, GeneExpression, RNASeq, Sequencing, Software Version 1.24.1 In Bioconductor since BioC 3.9 (R-3.6) (6 years) License GPL-2 Depends R (>= 3.6), SummarizedExperiment, S4Vectors Imports DESeq2, mgcv (>= 1.8-24), BiocParallel, genefilter, methods, stats System Requirements URL https://github.com/reese3928/NBAMSeq Bug Reports https://github.com/reese3928/NBAMSeq/issues See More Package Archives

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


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