Xueqin Zhou

MCMC Sampling Estimation of Poisson-Dirichlet Process Mixture Models

2021 · Mathematical Problems in Engineering

In this article, we aim to estimate the parameters of Poisson-Dirichlet mixture model with multigroup data structure by empirical Bayes. The number of mixture components with Bayesian nonparametric process priors is not fixed in advance …