Exact Bayesian Inference on Discrete Models via Probability Generating Functions: A Probabilistic Programming Approach

Fabian Zaiser, Andrzej S. Murawski, Luke Ong

We present an exact Bayesian inference method for discrete statistical models, which can find exact solutions to a large class of discrete inference problems, even with infinite su…