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Bioconductor - CellMixS (development version)

CellMixS

This is the development version of CellMixS; for the stable release version, see CellMixS.

Evaluate Cellspecific Mixing

Bioconductor version: Development (3.22)

CellMixS provides metrics and functions to evaluate batch effects, data integration and batch effect correction in single cell trancriptome data with single cell resolution. Results can be visualized and summarised on different levels, e.g. on cell, celltype or dataset level.

Author: Almut Lütge [aut, cre]

Maintainer: Almut Lütge <almut.lue at gmail.com>

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

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("CellMixS")
Details biocViews BatchEffect, GeneExpression, SingleCell, Software, Transcriptomics Version 1.25.0 In Bioconductor since BioC 3.9 (R-3.6) (6 years) License GPL (>=2) Depends kSamples, R (>= 4.0) Imports BiocNeighbors, ggplot2, scater, viridis, cowplot, SummarizedExperiment, SingleCellExperiment, tidyr, magrittr, dplyr, ggridges, stats, purrr, methods, BiocParallel, BiocGenerics System Requirements URL https://github.com/almutlue/CellMixS Bug Reports https://github.com/almutlue/CellMixS/issues See More Package Archives

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


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