PCBN: Inference of Pair-Copula Bayesian Networks
Creates, fits and samples Pair-Copula Bayesian networks (PCBN) under some restrictions on the underlying Directed Acyclic Graph (DAG), that is, no active cycles nor interfering v-structures, following Derumigny, Horsman and Kurowicka (2025) <doi:10.48550/arXiv.2510.03518>.
| Version: | 0.1.1 |
| Imports: | bnlearn, igraph, r2r, VineCopula |
| Suggests: | knitr, rmarkdown, testthat (≥ 3.0.0), data.tree, Rgraphviz |
| Published: | 2025-11-17 |
| DOI: | 10.32614/CRAN.package.PCBN |
| Author: | Alexis Derumigny 
[aut, cre],
Niels Horsman [aut],
Dorota Kurowicka [aut] |
| Maintainer: | Alexis Derumigny <a.f.f.derumigny at tudelft.nl> |
| BugReports: | https://github.com/AlexisDerumigny/PCBN/issues |
| License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| URL: | https://github.com/AlexisDerumigny/PCBN |
| NeedsCompilation: | no |
| Materials: | README, NEWS |
| CRAN checks: | PCBN results |
Documentation:
| Reference manual: | PCBN.html , PCBN.pdf |
| Vignettes: |
B-sets and interfering v-structures (source, R code) How to use the estimation procedures (source, R code) |
Downloads:
| Package source: | PCBN_0.1.1.tar.gz |
| Windows binaries: | r-devel: PCBN_0.1.1.zip, r-release: PCBN_0.1.1.zip, r-oldrel: PCBN_0.1.1.zip |
| macOS binaries: | r-release (arm64): PCBN_0.1.1.tgz, r-oldrel (arm64): PCBN_0.1.1.tgz, r-release (x86_64): PCBN_0.1.1.tgz, r-oldrel (x86_64): PCBN_0.1.1.tgz |
Linking:
Please use the canonical form https://CRAN.R-project.org/package=PCBN to link to this page.