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Bayesian Computing with INLA: A Review

H. Rue, A. Riebler, S. Sørbye, J. Illian, D. Simpson, и F. Lindgren. (2016)cite arxiv:1604.00860v1.pdfComment: 26 pages, 7 figures.

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Parameter estimation in high dimensional Gaussian distributionsE. Aune, и D. Simpson. (2011)cite arxiv:1105.5256Comment: 1 table.Parameter estimation in high dimensional Gaussian distributionsE. Aune, D. Simpson, и J. Eidsvik. Statistics and Computing, 24 (2): 247--263 (01.03.2014)Penalising model component complexity: A principled, practical approach to constructing priorsD. Simpson, H. Rue, T. Martins, A. Riebler, и S. Sørbye. (2014)cite arxiv:1403.4630Comment: Major revision of previous version. Includes a beefed up literature review and new desiderata for hierarchical priors. Removes (for space) the Cox proportional hazard model and the section on hyperparameters for Gaussian random fields.Bayesian Computing with INLA: A ReviewH. Rue, A. Riebler, S. Sørbye, J. Illian, D. Simpson, и F. Lindgren. (2016)cite arxiv:1604.00860v1.pdfComment: 26 pages, 7 figures.