Posterior asymptotics of nonparametric location-scale mixtures for multivariate density estimation

Antonio Canale, Pierpaolo De Blasi

Density estimation represents one of the most successful applications of Bayesian nonparametrics. In particular, Dirichlet process mixtures of normals are the gold standard for den…