Fabrizio Leisen

Modelling and Computation Using NCoRM Mixtures for Density Regression

2017 · Bayesian Analysis

Normalized compound random measures are flexible nonparametric priors for related distributions. We consider building general nonparametric regression models using normalized compound random measure mixture models. Posterior inference is made using a novel pseudo-marginal Metropolis-Hastings sampler …