Dirichlet Process and Chinese Restaurant Process

碩士 === 國立交通大學 === 統計學研究所 === 100 === Dirichlet process (DP) plays an important role in Bayesian nonparametric statistics. Dirichlet process (DP) is a class of distributions. We discuss some theorems and related properties of DP. And we discuss estimations of a sample from DP base on decision theory....

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Bibliographic Details
Main Authors: Jheng, Shue-Hong, 鄭學鴻
Other Authors: Hung, Hui-Nien
Format: Others
Language:en_US
Published: 2012
Online Access:http://ndltd.ncl.edu.tw/handle/79698736629276378059