apeglm

This package is for version 3.6 of Bioconductor; for the stable, up-to-date release version, see apeglm.

Approximate posterior estimation for GLM coefficients


Bioconductor version: 3.6

apeglm provides Bayesian shrinkage estimators for effect sizes for a variety of GLM models, using approximation of the posterior for individual coefficients.

Author: Anqi Zhu, Joseph G. Ibrahim, Michael I. Love

Maintainer: Anqi Zhu <anqizhu at live.unc.edu>

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

Installation

To install this package, start R (version "3.4") and enter:


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

BiocManager::install("apeglm")

For older versions of R, please refer to the appropriate Bioconductor release.

Documentation

Reference Manual PDF
NEWS Text

Details

biocViews Bayesian, DifferentialExpression, GeneExpression, RNASeq, Sequencing, Software
Version 1.0.3
In Bioconductor since BioC 3.6 (R-3.4) (6.5 years)
License GPL-2
Depends
Imports emdbook, SummarizedExperiment, GenomicRanges, methods, stats, utils
System Requirements
URL
See More
Suggests DESeq2, airway, BiocStyle, knitr, rmarkdown, testthat
Linking To
Enhances
Depends On Me
Imports Me
Suggests Me DESeq2
Links To Me
Build Report Build Report

Package Archives

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

Source Package apeglm_1.0.3.tar.gz
Windows Binary apeglm_1.0.3.zip
Mac OS X 10.11 (El Capitan) apeglm_1.0.3.tgz
Source Repository git clone https://git.bioconductor.org/packages/apeglm
Source Repository (Developer Access) git clone git@git.bioconductor.org:packages/apeglm
Package Short Url https://bioconductor.org/packages/apeglm/
Package Downloads Report Download Stats
Old Source Packages for BioC 3.6 Source Archive