Modelling via normalisation for parametric and nonparametric inference

Bayesian nonparametric modelling has recently attracted a lot of attention, mainly due to the advancement of various simulation techniques, and especially Monte Carlo Markov Chain (MCMC) methods. In this thesis I propose some Bayesian nonparametric models for grouped data, which make use of dependen...

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Bibliographic Details
Main Author: Kolossiatis, Michalis
Published: University of Warwick 2009
Subjects:
519
Online Access:http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.511569

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