Jeffrey W. Miller

Consistency of mixture models with a prior on the number of components

2022 · arXiv (Cornell University)

This article establishes general conditions for posterior consistency of Bayesian finite mixture models with a prior on the number of components. That is, we provide sufficient conditions under which the posterior concentrates on neighborhoods of …