María Lomelí

A hybrid sampler for Poisson-Kingman mixture models

2015 · arXiv (Cornell University)

This paper concerns the introduction of a new Markov Chain Monte Carlo scheme for posterior sampling in Bayesian nonparametric mixture models with priors that belong to the general Poisson-Kingman class. We present a novel compact …