A note on auxiliary mixture sampling for Bayesian Poisson models

Aldo Gardini, Fedele Greco, Carlo Trivisano

Bayesian hierarchical Poisson models are an essential tool for analyzing count data. However, designing efficient algorithms to sample from the posterior distribution of the target…