muscat

This package is for version 3.10 of Bioconductor; for the stable, up-to-date release version, see muscat.

Multi-sample multi-group scRNA-seq data analysis tools


Bioconductor version: 3.10

`muscat` provides various methods and visualization tools for DS analysis in multi-sample, multi-group, multi-(cell-)subpopulation scRNA-seq data, including cell-level mixed models and methods based on aggregated “pseudobulk” data, as well as a flexible simulation platform that mimics both single and multi-sample scRNA-seq data.

Author: Helena L. Crowell [aut, cre], Charlotte Soneson [aut], Pierre-Luc Germain [aut], Mark D. Robinson [aut, fnd]

Maintainer: Helena L. Crowell <helena.crowell at uzh.ch>

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

Installation

To install this package, start R (version "3.6") and enter:


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

BiocManager::install("muscat")

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("muscat")
Untitled HTML R Script
Reference Manual PDF

Details

biocViews DifferentialExpression, Sequencing, SingleCell, Software, StatisticalMethod, Visualization
Version 1.0.1
In Bioconductor since BioC 3.10 (R-3.6) (4.5 years)
License GPL (>= 2)
Depends R (>= 3.6), scater(>= 1.13)
Imports BiocParallel, blme, ComplexHeatmap, data.table, DESeq2, doParallel, dplyr, edgeR, ggplot2, glmmTMB, grDevices, grid, limma, lmerTest, lme4, magrittr, Matrix, matrixStats, methods, parallel, progress, purrr, reshape2, scales, sctransform, stats, SingleCellExperiment, SummarizedExperiment, S4Vectors, tibble, variancePartition, viridis
System Requirements
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Suggests BiocStyle, cowplot, ExperimentHub, knitr, RColorBrewer, rmarkdown, testthat, UpSetR
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Package Archives

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

Source Package muscat_1.0.1.tar.gz
Windows Binary muscat_1.0.1.zip
Mac OS X 10.11 (El Capitan) muscat_1.0.1.tgz
Source Repository git clone https://git.bioconductor.org/packages/muscat
Source Repository (Developer Access) git clone git@git.bioconductor.org:packages/muscat
Bioc Package Browser https://code.bioconductor.org/browse/muscat/
Package Short Url https://bioconductor.org/packages/muscat/
Package Downloads Report Download Stats
Old Source Packages for BioC 3.10 Source Archive