Lower-dimensional posterior density and cluster summaries for overparameterized Bayesian models

Henrique Bolfarine, Hedibert F. Lopes, Carlos M. Carvalho

The usefulness of Bayesian models for density and cluster estimation is well established across multiple literatures. However, there is still a known tension between the use of sim…