Inference for generalised linear mixed models with sparse structure

The likelihood for the parameters of a generalised linear mixed model involves an integral which may be of very high dimension. Because of this apparent intractability, many alternative methods have been proposed for inference in these models, but it is shown that all can fail when the model is spar...

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Bibliographic Details
Main Author: Ogden, Helen E.
Published: University of Warwick 2014
Subjects:
Online Access:http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.606191