Browsing Statistics (Theses and Dissertations) by Author "Bhattacharya, Sourabh"
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Importance resampling MCMC : a methodology for cross-validation in inverse problems and its applications in model assessment
Bhattacharya, Sourabh (Trinity College (Dublin, Ireland). School of Computer Science & Statistics, 2005)This thesis presents a methodology for implementing cross-validation in the context of Bayesian modelling of situations we loosely refer to as 'inverse problems'. It is motivated by an example from palaeoclimatology in ...