Bayesian Approach Dealing with Mixture Model Problems

Bayesian Approach Dealing with Mixture Model Problems

In this dissertation, we focus on two research topics related to mixture models. The first topic is Adaptive Rejection Metropolis Simulated Annealing for Detecting Global Maximum Regions, and the second topic is Bayesian Model Selection for Nonlinear Mixed Effects Model. In the first topic, we co...

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Bibliographic Details
Main Author: Zhang, Huaiye
Other Authors: Statistics
Format: Others
Published: Virginia Tech 2014
Subjects:
Infinite Mixture Model
Hierarchical Model
Nonlinear Mixed Effects Model
Dirichlet Process
Simulated Annealing
Adaptive Rejection Metropolis Sampling
Online Access:http://hdl.handle.net/10919/37681
http://scholar.lib.vt.edu/theses/available/etd-05032012-014915/

Internet

http://hdl.handle.net/10919/37681
http://scholar.lib.vt.edu/theses/available/etd-05032012-014915/

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