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PCBN

Inference of Pair-Copula Bayesian Networks

v0.1.1 · Nov 17, 2025 · GPL (>= 2)

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>.

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Check History

OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 9, 2026

Dependency Network

Dependencies Reverse dependencies bnlearn igraph r2r VineCopula PCBN

Version History

new 0.1.1 Mar 9, 2026