MIMOSA

DOI: 10.18129/B9.bioc.MIMOSA    

Mixture Models for Single-Cell Assays

Bioconductor version: Release (3.15)

Modeling count data using Dirichlet-multinomial and beta-binomial mixtures with applications to single-cell assays.

Author: Greg Finak <gfinak at fhcrc.org>

Maintainer: Greg Finak <gfinak at fhcrc.org>

Installation

To install this package, start R (version "4.2") and enter:

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

BiocManager::install("MIMOSA")

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("MIMOSA")

 

PDF	R Script	MIMOSA: Mixture Models For Single Cell Assays
PDF		Reference Manual
Text		NEWS
Text		LICENSE

Details

biocViews	CellBasedAssays, FlowCytometry, ImmunoOncology, Software
Version	1.34.0
In Bioconductor since	BioC 2.14 (R-3.1) (8.5 years)
License	MIT + file LICENSE
Depends	R (>= 3.0.2), MASS, plyr, reshape, Biobase, ggplot2
Imports	methods, Formula, data.table, pracma, MCMCpack, coda, modeest, testthat, Rcpp, scales, dplyr, tidyr, rlang
LinkingTo	Rcpp, RcppArmadillo
Suggests	parallel, knitr
SystemRequirements
Enhances
URL
Depends On Me
Imports Me
Suggests Me
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Build Report

Package Archives

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

Source Package	MIMOSA_1.34.0.tar.gz
Windows Binary	MIMOSA_1.34.0.zip
macOS Binary (x86_64)	MIMOSA_1.34.0.tgz
Source Repository	git clone https://git.bioconductor.org/packages/MIMOSA
Source Repository (Developer Access)	git clone git@git.bioconductor.org:packages/MIMOSA
Package Short Url	https://bioconductor.org/packages/MIMOSA/
Package Downloads Report	Download Stats