G. Malsiner-Walli

CliPS: How to identify cluster distributions in Bayesian mixture models

We propose the CliPS procedure when fitting Bayesian mixture models in the context of model-based clustering to identify the cluster distributions while simultaneously assessing the suitability of a cluster solution and validating the cluster structure. The procedure relies on the point process representation of a mi...