Bayesian modelling of latent Gaussian models featuring variable selection

Latent Gaussian models are popular and versatile models for performing Bayesian inference. In many cases, these models will be analytically intractable creating a need for alternative inference methods. Integrated nested Laplace approximations (INLA) provides fast, deterministic inference of approxi...

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Bibliographic Details
Main Author: Newman, Keith
Published: University of Newcastle upon Tyne 2017
Online Access:http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.728335