RCM
This package is for version 3.19 of Bioconductor; for the stable, up-to-date release version, see RCM.
Fit row-column association models with the negative binomial distribution for the microbiome
Bioconductor version: 3.19
Combine ideas of log-linear analysis of contingency table, flexible response function estimation and empirical Bayes dispersion estimation for explorative visualization of microbiome datasets. The package includes unconstrained as well as constrained analysis. In addition, diagnostic plot to detect lack of fit are available.
Author: Stijn Hawinkel [cre, aut] 
Maintainer: Stijn Hawinkel <stijn.hawinkel at psb.ugent.be>
citation("RCM")):
Installation
To install this package, start R (version "4.4") and enter:
if (!require("BiocManager", quietly = TRUE))
install.packages("BiocManager")
BiocManager::install("RCM")
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("RCM")| Manual for the RCM pacakage | HTML | R Script |
| Reference Manual | ||
| NEWS | Text |
Details
| biocViews | DimensionReduction, Metagenomics, Microbiome, Software, Visualization |
| Version | 1.20.0 |
| In Bioconductor since | BioC 3.9 (R-3.6) (5.5 years) |
| License | GPL-2 |
| Depends | R (>= 4.0), DBI |
| Imports | RColorBrewer, alabama, edgeR, reshape2, tseries, stats, VGAM, ggplot2 (>= 2.2.1.9000), nleqslv, phyloseq, tensor, MASS, grDevices, graphics, methods |
| System Requirements | |
| URL | https://bioconductor.org/packages/release/bioc/vignettes/RCM/inst/doc/RCMvignette.html/ |
| Bug Reports | https://github.com/CenterForStatistics-UGent/RCM/issues |
See More
| Suggests | knitr, rmarkdown, testthat |
| Linking To | |
| Enhances | |
| Depends On Me | |
| Imports Me | |
| Suggests Me | |
| Links To Me | |
| Build Report | Build Report |
Package Archives
Follow Installation instructions to use this package in your R session.
| Source Package | RCM_1.20.0.tar.gz |
| Windows Binary (x86_64) | RCM_1.20.0.zip (64-bit only) |
| macOS Binary (x86_64) | RCM_1.20.0.tgz |
| macOS Binary (arm64) | RCM_1.20.0.tgz |
| Source Repository | git clone https://git.bioconductor.org/packages/RCM |
| Source Repository (Developer Access) | git clone git@git.bioconductor.org:packages/RCM |
| Bioc Package Browser | https://code.bioconductor.org/browse/RCM/ |
| Package Short Url | https://bioconductor.org/packages/RCM/ |
| Package Downloads Report | Download Stats |