Dirichlet Process Mixture Models for Modeling and Generating Synthetic Versions of Nested Categorical Data

Jingchen Hu, Jerome P. Reiter, Quanli Wang

We present a Bayesian model for estimating the joint distribution of multivariate categorical data when units are nested within groups. Such data arise frequently in social science…