Description
Inference of Pair-Copula Bayesian Networks.
Description
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>.
README.md
Package PCBN
How to install
The release version on CRAN:
install.packages("PCBN")
The development version from GitHub:
# install.packages("remotes")
remotes::install_github("AlexisDerumigny/PCBN")
References
Derumigny A., Horsman N., & Kurowicka D. Restrictions of PCBNs for integration-free computations arXiv:2510.03518.