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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 web.de> |
| License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| URL: | https://www.r-project.org |
| NeedsCompilation: | no |
| Materials: | NEWS |
| CRAN checks: | GroupBN results |
| Reference manual: | GroupBN.pdf |
| Package source: | GroupBN_1.2.0.tar.gz |
| Windows binaries: | r-devel: GroupBN_1.2.0.zip, r-release: GroupBN_1.2.0.zip, r-oldrel: GroupBN_1.2.0.zip |
| 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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