Exact Markov chain Monte Carlo and Bayesian linear regression

In this work we investigate the use of perfect sampling methods within the context of Bayesian linear regression. We focus on inference problems related to the marginal posterior model probabilities. Model averaged inference for the response and Bayesian variable selection are considered. Perfect sa...

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Bibliographic Details
Main Author: Bentley, Jason Phillip
Published: University of Canterbury. Mathematics and Statistics 2009
Online Access:http://hdl.handle.net/10092/2534