Mario Beraha

The Semi-Hierarchical Dirichlet Process and Its Application to Clustering Homogeneous Distributions

2021 · Bayesian Analysis

Assessing homogeneity of distributions is an old problem that has received considerable attention, especially in the nonparametric Bayesian literature. To this effect, we propose the semi-hierarchical Dirichlet process, a novel hierarchical prior that extends the …