Nonparametric predictive inference for discrete data via Metropolis-adjusted Dirichlet sequences

Davide Agnoletto, Tommaso Rigon, David B. Dunson

This article is motivated by challenges in conducting Bayesian inferences on unknown discrete distributions, with a particular focus on count data. To avoid the computational disad…