학술논문
Dirichlet Process, Simulation of
Document Type
Reference
Author
Purushottam W. Laud, author; Nicholas M. Pajewski, author
Source
Encyclopedia of Statistics in Quality and Reliability. II
Subject
Language
English
Abstract
We describe the Dirichlet process and its basic implementation in Bayesian hierarchical modeling. In particular, we discuss Dirichlet process mixture models with emphasis on computational strategies for both conjugate and nonconjugate forms of these models in the context of Markov chain Monte Carlo simulation.