Restrictions of PCBNs for integration-free computations

Alexis Derumigny, Niels Horsman, Dorota Kurowicka

The pair-copula Bayesian Networks (PCBN) are graphical models composed of a directed acyclic graph (DAG) that represents (conditional) independence in a joint distribution. The nod…