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Comparing Bayesian spatial models: Goodness-of-smoothing criteria for assessing under- and over-smoothing

BACKGROUND: Many methods of spatial smoothing have been developed, for both point data as well as areal data. In Bayesian spatial models, this is achieved by purposefully designed prior(s) or smoothing functions which smooth estimates towards a local or global mean. Smoothing is important for severa...

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Detalles Bibliográficos
Autores principales: Duncan, Earl W., Mengersen, Kerrie L.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7239453/
https://www.ncbi.nlm.nih.gov/pubmed/32433653
http://dx.doi.org/10.1371/journal.pone.0233019