Finite mixture modeling with non-local priors

Choosing the number of mixture components remains a central but elusive challenge. Traditional model selection criteria can be either overly liberal or conservative when enforcing parsimony. They may also result in poorly separated components of limited practical use. In this thesis, the term parsim...

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Bibliographic Details
Main Author: Fúquene Patiño, Jairo A.
Published: University of Warwick 2018
Subjects:
Online Access:https://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.767110