BADER

DOI: 10.18129/B9.bioc.BADER    

Bayesian Analysis of Differential Expression in RNA Sequencing Data

Bioconductor version: Release (3.6)

For RNA sequencing count data, BADER fits a Bayesian hierarchical model. The algorithm returns the posterior probability of differential expression for each gene between two groups A and B. The joint posterior distribution of the variables in the model can be returned in the form of posterior samples, which can be used for further down-stream analyses such as gene set enrichment.

Author: Andreas Neudecker, Matthias Katzfuss

Maintainer: Andreas Neudecker <a.neudecker at arcor.de>

Installation

To install this package, start R and enter:

## try http:// if https:// URLs are not supported
source("https://bioconductor.org/biocLite.R")
biocLite("BADER")

Documentation

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

browseVignettes("BADER")

 

PDF	R Script	Analysing RNA-Seq data with the "BADER" package
PDF		Reference Manual

Details

biocViews	DifferentialExpression, RNASeq, SAGE, Sequencing, Software
Version	1.16.0
In Bioconductor since	BioC 2.13 (R-3.0) (4.5 years)
License	GPL-2
Depends
Imports
LinkingTo
Suggests	pasilla(>= 0.2.10)
SystemRequirements
Enhances
URL
Depends On Me
Imports Me
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Build Report

Package Archives

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

Source Package	BADER_1.16.0.tar.gz
Windows Binary	BADER_1.16.0.zip (32- & 64-bit)
Mac OS X 10.11 (El Capitan)	BADER_1.16.0.tgz
Source Repository	git clone https://git.bioconductor.org/packages/BADER
Package Short Url	http://bioconductor.org/packages/BADER/
Package Downloads Report	Download Stats