Topic in Bayesian Nonparametrics

Abstract

In this thesis, we consider a class of priors, Stick-breaking processes, and compute their posterior distribution. For this posterior, we prove consistency results. Furthermore, we prove consistency results based on mixtures from stick-breaking processes.