This is the development version of GRENITS; for the stable release version, see GRENITS.
Gene Regulatory Network Inference Using Time SeriesBioconductor version: Development (3.22)
The package offers four network inference statistical models using Dynamic Bayesian Networks and Gibbs Variable Selection: a linear interaction model, two linear interaction models with added experimental noise (Gaussian and Student distributed) for the case where replicates are available and a non-linear interaction model.
Author: Edward Morrissey
Maintainer: Edward Morrissey <edward.morrissey at gmail.com>
Citation (from within R, entercitation("GRENITS")
): 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("GRENITS")
For older versions of R, please refer to the appropriate Bioconductor release.
DocumentationTo view documentation for the version of this package installed in your system, start R and enter:
browseVignettes("GRENITS")
Details biocViews Bayesian, GeneExpression, GeneRegulation, GraphAndNetwork, Network, NetworkInference, Software, TimeCourse Version 1.61.0 In Bioconductor since BioC 2.9 (R-2.14) (13.5 years) License GPL (>= 2) Depends R (>= 2.12.0), Rcpp (>= 0.8.6), RcppArmadillo (>= 0.2.8), ggplot2 (>= 0.9.0) Imports graphics, grDevices, reshape2, stats, utils System Requirements URL See More Package Archives
Follow Installation instructions to use this package in your R session.
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