Samuel Power

Perfect Sampling of the Posterior in the Hierarchical Pitman–Yor Process

2021 · Bayesian Analysis

The predictive probabilities of the hierarchical Pitman-Yor process are approximated through Monte Carlo algorithms that exploits the Chinese Restaurant Franchise (CRF) representation. However, in order to simulate the posterior distribution of the hierarchical Pitman-Yor process, …