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Bioconductor - discordant (development version)

discordant

This is the development version of discordant; for the stable release version, see discordant.

The Discordant Method: A Novel Approach for Differential Correlation

Bioconductor version: Development (3.22)

Discordant is an R package that identifies pairs of features that correlate differently between phenotypic groups, with application to -omics data sets. Discordant uses a mixture model that “bins” molecular feature pairs based on their type of coexpression or coabbundance. Algorithm is explained further in "Differential Correlation for Sequencing Data"" (Siska et al. 2016).

Author: Charlotte Siska [aut], McGrath Max [aut, cre], Katerina Kechris [aut, cph, ths]

Maintainer: McGrath Max <max.mcgrath at ucdenver.edu>

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

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


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

# The following initializes usage of Bioc devel
BiocManager::install(version='devel')

BiocManager::install("discordant")

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("discordant")
The discordant R Package: A Novel Approach to Differential Correlation HTML R Script Reference Manual PDF NEWS Text Details biocViews BiologicalQuestion, Genetics, ImmunoOncology, Microarray, RNASeq, Software, StatisticalMethod, mRNAMicroarray Version 1.33.0 In Bioconductor since BioC 3.5 (R-3.4) (8 years) License GPL-3 Depends R (>= 4.1.0) Imports Rcpp, Biobase, stats, biwt, gtools, MASS, tools, dplyr, methods, utils System Requirements URL https://github.com/siskac/discordant See More Package Archives

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


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