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Bioconductor - demuxmix

demuxmix

This is the released version of demuxmix; for the devel version, see demuxmix.

Demultiplexing oligo-barcoded scRNA-seq data using regression mixture models

Bioconductor version: Release (3.21)

A package for demultiplexing single-cell sequencing experiments of pooled cells labeled with barcode oligonucleotides. The package implements methods to fit regression mixture models for a probabilistic classification of cells, including multiplet detection. Demultiplexing error rates can be estimated, and methods for quality control are provided.

Author: Hans-Ulrich Klein [aut, cre] ORCID: 0000-0002-6382-9428

Maintainer: Hans-Ulrich Klein <hansulrich.klein at gmail.com>

Citation (from within R, enter citation("demuxmix")): Installation

To install this package, start R (version "4.5") and enter:


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

BiocManager::install("demuxmix")

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("demuxmix")
Details biocViews Classification, Preprocessing, Regression, Sequencing, SingleCell, Software Version 1.10.0 In Bioconductor since BioC 3.16 (R-4.2) (2.5 years) License Artistic-2.0 Depends R (>= 4.0.0) Imports stats, MASS, Matrix, ggplot2, gridExtra, methods System Requirements URL https://github.com/huklein/demuxmix Bug Reports https://github.com/huklein/demuxmix/issues See More Package Archives

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


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