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>

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

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
Links To Me
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

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