Shrinkage priors for nonparametric Bayesian prediction of nonhomogeneous Poisson processes

Fumiyasu Komaki

We consider nonparametric Bayesian estimation and prediction for nonhomogeneous Poisson process models with unknown intensity functions. We propose a class of improper priors for i…