Bayesian model selection in spatial lattice models

DOI10.1016/j.stamet.2011.01.003zbMath1248.62040OpenAlexW2090761446MaRDI QIDQ713943

Joon Jin Song, Victor De Oliveira

Publication date: 19 October 2012

Published in: Statistical Methodology (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.stamet.2011.01.003

zbMATH Keywords

Bayes factorsspatial dataJeffreys priorneighborhood systemweight matrixCAR modelsSAR models

Mathematics Subject Classification ID

Inference from spatial processes (62M30) Time series, auto-correlation, regression, etc. in statistics (GARCH) (62M10) Bayesian inference (62F15)

Related Items

Performance of the supervised generative classifiers of spatio-temporal areal data using various spatial autocorrelation indexes ⋮ Penalty and related estimation strategies in the spatial error model ⋮ On a Semiparametric Data‐Driven Nonlinear Model with Penalized Spatio‐Temporal Lag Interactions ⋮ A model for analyzing spatially correlated binary data clustered in uncorrelated lattices ⋮ Bayesian scanning of spatial disease rates with integrated nested Laplace approximation (INLA)

Uses Software

• spBayes

Cites Work

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