GRENITS: Gene Regulatory Network Inference Using Time Series

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.

Getting started

Package details

AuthorEdward Morrissey
Bioconductor views Bayesian GeneExpression GeneRegulation GraphAndNetwork Network NetworkInference TimeCourse
MaintainerEdward Morrissey <>
LicenseGPL (>= 2)
Package repositoryView on Bioconductor
Installation Install the latest version of this package by entering the following in R:
if (!requireNamespace("BiocManager", quietly = TRUE))


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GRENITS documentation built on Nov. 8, 2020, 6:47 p.m.