GroupBN: Inferring Group Bayesian Networks using Hierarchical Feature Clustering

Group Bayesian Networks: This package implements the inference of group Bayesian networks based on hierarchical feature clustering, and the adaptive refinement of the grouping regarding an outcome of interest, as described in Becker et. al (2021) <doi:10.1371/journal.pcbi.1008735>.

Version: 1.2.0
Depends: R (≥ 3.5.0), bnlearn, ClustOfVar, PCAmixdata, arules, zoo
Imports: PRROC, MLmetrics, rlist, stats, magrittr, visNetwork, plyr, stringr
Published: 2021-03-07
DOI: 10.32614/CRAN.package.GroupBN
Author: Ann-Kristin Becker [aut, cre], Lars Kaderali [aut, ths]
Maintainer: Ann-Kristin Becker <annkristinbecker at>
License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
NeedsCompilation: no
Materials: NEWS
CRAN checks: GroupBN results


Reference manual: GroupBN.pdf


Package source: GroupBN_1.2.0.tar.gz
Windows binaries: r-devel:, r-release:, r-oldrel:
macOS binaries: r-release (arm64): GroupBN_1.2.0.tgz, r-oldrel (arm64): GroupBN_1.2.0.tgz, r-release (x86_64): GroupBN_1.2.0.tgz, r-oldrel (x86_64): GroupBN_1.2.0.tgz
Old sources: GroupBN archive


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