Informeasure
This is the released version of Informeasure; for the devel version, see Informeasure.
R implementation of information measures
Bioconductor version: Release (3.23)
This package consolidates a comprehensive set of information measurements, encompassing mutual information, conditional mutual information, interaction information, partial information decomposition, and part mutual information.
Author: Chu Pan [aut, cre]
Maintainer: Chu Pan <chu.pan at hnu.edu.cn>
citation("Informeasure")):
Huber W, Carey VJ, Gentleman R, Anders S, Carlson M, Carvalho BS, Bravo HC, Davis S, Gatto L, Girke T, Gottardo R, Hahne F, Hansen KD, Irizarry RA, Lawrence M, Love MI, MacDonald J, Obenchain V, Oleś AK, Pagès H, Reyes A, Shannon P, Smyth GK, Tenenbaum D, Waldron L, Morgan M (2015). "Orchestrating high-throughput genomic analysis with Bioconductor." Nature Methods, 12(2), 115–121. doi:10.1038/nmeth.3252.
Gentleman RC, Carey VJ, Bates DM, Bolstad B, Dettling M, Dudoit S, Ellis B, Gautier L, Ge Y, Gentry J, Hornik K, Hothorn T, Huber W, Iacus S, Irizarry R, Leisch F, Li C, Maechler M, Rossini AJ, Sawitzki G, Smith C, Smyth G, Tierney L, Yang JYH, Zhang J (2004). "Bioconductor: open software development for computational biology and bioinformatics." Genome Biology, 5(10), R80. doi:10.1186/gb-2004-5-10-r80.
Installation
To install this package, start R (version "4.6") and enter:
if (!require("BiocManager", quietly = TRUE))
install.packages("BiocManager")
BiocManager::install("Informeasure")
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("Informeasure")| Informeasure: a tool to quantify nonlinear dependence between variables in biological regulatory networks from an information theory perspective | HTML | R Script |
| Reference Manual | ||
| NEWS | Text |
Details
| biocViews | GeneExpression, Network, NetworkInference, Software |
| Version | 1.22.0 |
| In Bioconductor since | BioC 3.12 (R-4.0) (6 years) |
| License | Artistic-2.0 |
| Depends | R (>= 4.0) |
| Imports | entropy |
| System Requirements | |
| URL | https://github.com/chupan1218/Informeasure |
| Bug Reports | https://github.com/chupan1218/Informeasure/issues |
See More
| Suggests | knitr, BiocStyle, rmarkdown, testthat (>= 3.0.0), SummarizedExperiment |
| 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 | Informeasure_1.22.0.tar.gz |
| Windows Binary (x86_64) | Informeasure_1.22.0.zip |
| macOS Binary (big-sur-x86_64) | Informeasure_1.22.0.tgz |
| macOS Binary (sonoma-arm64) | Informeasure_1.22.0.tgz |
| Source Repository | git clone https://git.bioconductor.org/packages/Informeasure |
| Source Repository (Developer Access) | git clone git@git.bioconductor.org:packages/Informeasure |
| Bioc Package Browser | https://code.bioconductor.org/browse/Informeasure/ |
| Package Short Url | https://bioconductor.org/packages/Informeasure/ |
| Package Downloads Report | Download Stats |