Posterior consistency of Dirichlet mixtures in density estimation
Posterior consistency of Dirichlet mixtures in density estimation
A Dirichlet mixture of normal densities is a useful choice for a prior distribution on densities in the problem of Bayesian density estimation. In recent years, efficient Markov chain Monte Carlo method for the computation of the posterior distribution has been developed. The method has been applied to data arising …