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variancePartition

Quantify and interpret drivers of variation in multilevel gene expression experiments

Bioconductor version: 3.24 · Package version: 1.43.1

Quantify and interpret multiple sources of biological and technical variation in gene expression experiments. Uses a linear mixed model to quantify variation in gene expression attributable to individual, tissue, time point, or technical variables. Includes dream differential expression analysis for repeated measures.

Installation

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

BiocManager::install("variancePartition")

Details

MaintainerGabriel E. Hoffman <gabriel.hoffman@mssm.edu>
AuthorGabriel Hoffman [aut, cre] (ORCID: <https://orcid.org/0000-0002-0957-0224>)
LicenseGPL-2
URLhttp://bioconductor.org/packages/variancePartition, https://DiseaseNeuroGenomics.github.io/variancePartition
Bug Reportshttps://github.com/DiseaseNeuroGenomics/variancePartition/issues
Downloads rank2577
Source branchdevel
biocViewsBatchEffect, DifferentialExpression, Epigenetics, FunctionalGenomics, GeneExpression, GeneSetEnrichment, ImmunoOncology, Microarray, Normalization, Preprocessing, QualityControl, RNASeq, Regression, Software, Transcriptomics

Documentation

Download

Follow the installation instructions to use this package in your R session.

Source packagevariancePartition_1.43.1.tar.gz
Windows binary (x86_64)variancePartition_1.43.1.zip
macOS binary (arm64)variancePartition_1.43.1.tgz
macOS binary (x86_64)variancePartition_1.43.1.tgz
Dependencies

Depends: R (>= 4.3.0), ggplot2, limma (>= 3.62.2), BiocParallel

Imports: MASS, pbkrtest (>= 0.4-4), lmerTest, Matrix (>= 1.4.0), iterators, gplots, corpcor, reformulas, matrixStats, RhpcBLASctl, reformulas, reshape2, gtools, remaCor (>= 0.0.15), fANCOVA, aod, scales, Rdpack, rlang, lme4 (>= 2.0-1), grDevices, graphics, Biobase, methods, utils, stats

Suggests: BiocStyle, knitr, pander, rmarkdown, edgeR, dendextend, tximport, tximportData, DESeq2, RUnit, cowplot, Rfast, zenith, statmod, BiocGenerics, r2glmm, readr

Reverse dependencies

Depends On Me (1): dreamlet

Imports Me (4): crumblr, LimROTS, muscat, zenith

Suggests Me (1): GRaNIE