Bayesian clustering of curves and the search of the partition space

This thesis is concerned with the study of a Bayesian clustering algorithm, proposed by Heard et al. (2006), used successfully for microarray experiments over time. It focuses not only on the development of new ways of setting hyperparameters so that inferences both reflect the scientific needs and...

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Bibliographic Details
Main Author: Liverani, Silvia
Published: University of Warwick 2009
Subjects:
519
Online Access:http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.511576