A nonparametric Bayesian approach to copula estimation

ABSTRACTWe propose a novel Dirichlet-based Polya tree (D-P tree) prior on the copula and based on the D-P tree prior, a nonparametric Bayesian inference procedure. Through theoretical analysis and ...