Topic in Bayesian Nonparametrics
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Master Thesis
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CC-BY-NC-ND
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.
Keywords
Bayesian, nonparametric, Distribution estimation, Density estimation, Posterior consistency