BADER: Bayesian Analysis of Differential Expression in RNA Sequencing Data

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.

Package details

AuthorAndreas Neudecker, Matthias Katzfuss
Bioconductor views DifferentialExpression ImmunoOncology RNASeq SAGE Sequencing Software
MaintainerAndreas Neudecker <[email protected]>
Package repositoryView on Bioconductor
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BADER documentation built on May 6, 2019, 2:02 a.m.