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Bayesian Multimodel Inference for Geostatistical Regression Models

The problem of simultaneous covariate selection and parameter inference for spatial regression models is considered. Previous research has shown that failure to take spatial correlation into account can influence the outcome of standard model selection methods. A Markov chain Monte Carlo (MCMC) meth...

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Detalles Bibliográficos
Autores principales: Johnson, Devin S., Hoeting, Jennifer A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2011
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3213087/
https://www.ncbi.nlm.nih.gov/pubmed/22102854
http://dx.doi.org/10.1371/journal.pone.0025677