Acceptance-Rejection Sampling with Hierarchical Models

Hierarchical models provide a flexible way of modeling complex behavior. However, the complicated interdependencies among the parameters in the hierarchy make training such models difficult. MCMC methods have been widely used for this purpose, but can often only approximate the necessary distributio...

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Bibliographic Details
Main Author: Ayala, Christian A
Format: Others
Published: Scholarship @ Claremont 2015
Subjects:
Online Access:http://scholarship.claremont.edu/cmc_theses/1162
http://scholarship.claremont.edu/cgi/viewcontent.cgi?article=2165&context=cmc_theses