This is the development version of muscat; for the stable release version, see muscat.
Multi-sample multi-group scRNA-seq data analysis toolsBioconductor version: Development (3.22)
`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 âpseudobulkâ data, as well as a flexible simulation platform that mimics both single and multi-sample scRNA-seq data.
Author: Helena L. Crowell [aut, cre] ORCID: 0000-0002-4801-1767 , Pierre-Luc Germain [aut], Charlotte Soneson [aut], Anthony Sonrel [aut], Jeroen Gilis [aut], Davide Risso [aut], Lieven Clement [aut], Mark D. Robinson [aut, fnd]
Maintainer: Helena L. Crowell <helena at crowell.eu>
Citation (from within R, entercitation("muscat")
): Installation
To install this package, start R (version "4.5") and enter:
if (!require("BiocManager", quietly = TRUE))
install.packages("BiocManager")
# The following initializes usage of Bioc devel
BiocManager::install(version='devel')
BiocManager::install("muscat")
For older versions of R, please refer to the appropriate Bioconductor release.
DocumentationTo view documentation for the version of this package installed in your system, start R and enter:
browseVignettes("muscat")
Details biocViews DifferentialExpression, ImmunoOncology, Sequencing, SingleCell, Software, StatisticalMethod, Visualization Version 1.23.0 In Bioconductor since BioC 3.10 (R-3.6) (5.5 years) License GPL-3 Depends R (>= 4.4) Imports BiocParallel, blme, ComplexHeatmap, data.table, DESeq2, dplyr, edgeR, ggplot2, glmmTMB, grDevices, grid, limma, lmerTest, lme4, Matrix, matrixStats, methods, progress, purrr, rlang, S4Vectors, scales, scater, scuttle, sctransform, stats, SingleCellExperiment, SummarizedExperiment, variancePartition, viridis System Requirements URL https://github.com/HelenaLC/muscat Bug Reports https://github.com/HelenaLC/muscat/issues See More Suggests BiocStyle, countsimQC, ExperimentHub, iCOBRA, knitr, patchwork, phylogram, RColorBrewer, reshape2, rmarkdown, statmod, stageR, testthat, UpSetR Linking To Enhances Depends On Me Imports Me Suggests Me crumblr, dreamlet, muscData Links To Me Build Report Build Report Package Archives
Follow Installation instructions to use this package in your R session.
RetroSearch is an open source project built by @garambo | Open a GitHub Issue
Search and Browse the WWW like it's 1997 | Search results from DuckDuckGo
HTML:
3.2
| Encoding:
UTF-8
| Version:
0.7.4