M3Drop

DOI: 10.18129/B9.bioc.M3Drop    

This package is for version 3.8 of Bioconductor; for the stable, up-to-date release version, see M3Drop.

Michaelis-Menten Modelling of Dropouts in single-cell RNASeq

Bioconductor version: 3.8

This package fits a Michaelis-Menten model to the pattern of dropouts in single-cell RNASeq data. This model is used as a null to identify significantly variable (i.e. differentially expressed) genes for use in downstream analysis, such as clustering cells.

Author: Tallulah Andrews <tallulandrews at gmail.com>

Maintainer: Tallulah Andrews <tallulandrews at gmail.com>

Installation

To install this package, start R (version "3.5") and enter:

if (!requireNamespace("BiocManager", quietly = TRUE))
    install.packages("BiocManager")
BiocManager::install("M3Drop")

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("M3Drop")

 

PDF	R Script	Introduction to M3Drop
PDF		Reference Manual
Text		README
Text		NEWS

Details

biocViews	DifferentialExpression, DimensionReduction, FeatureExtraction, GeneExpression, ImmunoOncology, RNASeq, Sequencing, Software, Transcriptomics
Version	1.8.1
In Bioconductor since	BioC 3.4 (R-3.3) (2.5 years)
License	GPL (>=2)
Depends	R (>= 3.3), numDeriv
Imports	RColorBrewer, gplots, bbmle, statmod, grDevices, graphics, stats
LinkingTo
Suggests	ROCR, knitr, M3DExampleData
SystemRequirements
Enhances
URL	https://github.com/tallulandrews/M3Drop
BugReports	https://github.com/tallulandrews/M3Drop/issues
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	M3Drop_1.8.1.tar.gz
Windows Binary	M3Drop_1.8.1.zip
Mac OS X 10.11 (El Capitan)	M3Drop_1.8.1.tgz
Source Repository	git clone https://git.bioconductor.org/packages/M3Drop
Source Repository (Developer Access)	git clone git@git.bioconductor.org:packages/M3Drop
Package Short Url	http://bioconductor.org/packages/M3Drop/
Package Downloads Report	Download Stats