Bayesian model comparison via sequential Monte Carlo

The sequential Monte Carlo (smc) methods have been widely used for modern scientific computation. Bayesian model comparison has been successfully applied in many fields. Yet there have been few researches on the use of smc for the purpose of Bayesian model comparison. This thesis studies different sm...

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Bibliographic Details
Main Author: Zhou, Yan
Published: University of Warwick 2014
Subjects:
Online Access:http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.606216