Fast Semiparametric Density Regression with Weight-localized Predictive Recursion

Jonathan Lin, Surya Tokdar

Predictive recursion (PR) is a fast algorithm for nonparametric estimation of a mixing density, with connections to sequential Bayesian updating under a Dirichlet process prior and…