Prune Sampling: a MCMC inference technique for discrete and deterministic Bayesian networks

Frank Phillipson, Jurriaan Parie, Ron Weikamp

We introduce and characterise the performance of the Markov chain Monte Carlo (MCMC) inference method Prune Sampling for discrete and deterministic Bayesian networks (BNs). We deve…