Identifying Mixtures of Mixtures Using Bayesian Estimation

Gertraud Malsiner-Walli, Sylvia Frühwirth-Schnatter, Bettina Grün

The use of a finite mixture of normal distributions in model-based clustering allows to capture non-Gaussian data clusters. However, identifying the clusters from the normal compon…