Informeasure: R implementation of Information measures

This package compiles most information measures currently available: mutual information, conditional mutual information, interaction information, partial information decomposition and part mutual information. Using gene expression profile data, all these estimators can be employed to quantify nonlinear dependence between variables in biological regulatory network inference. The first estimator is used to infer bivariate network while the last four estimators are dedicated to analyze trivariate networks.

Package details

AuthorChu Pan [aut, cre]
Bioconductor views GeneExpression Network NetworkInference
MaintainerChu Pan <chu.pan@hnu.edu.cn>
LicenseGPL-3
Version1.0.0
URL https://github.com/chupan1218/Informeasure
Package repositoryView on Bioconductor
Installation Install the latest version of this package by entering the following in R:
if (!requireNamespace("BiocManager", quietly = TRUE))
    install.packages("BiocManager")

BiocManager::install("Informeasure")

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Informeasure documentation built on Nov. 8, 2020, 7:20 p.m.