Bayesian Semiparametric Multivariate Density Regression with Coordinate-Wise Predictor Selection

Giovanni Toto, Peter Müller, Abhra Sarkar

We propose a flexible Bayesian approach for estimating the joint density of a multivariate outcome of interest in the presence of categorical covariates. Leveraging a Gaussian copu…