Propriety of posterior in Bayesian space varying parameter models with normal data

DOI10.1016/j.spl.2008.03.004zbMath1146.62318OpenAlexW1969029677MaRDI QIDQ951187

B. E. Eshmatov

Publication date: 30 October 2008

Published in: Statistics \& Probability Letters (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.spl.2008.03.004

Mathematics Subject Classification ID

Inference from spatial processes (62M30) Random fields; image analysis (62M40) Bayesian inference (62F15)

Related Items (2)

A spatial random-effects model for interzone flows: commuting in Northern Ireland ⋮ Assessing Differential Area Mortality Trends via Bayesian Random Effects

Uses Software

• GMRFLib
• spBayes

Cites Work

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• A model for non-parametric spatially varying regression effects
• Bayesian image restoration, with two applications in spatial statistics (with discussion)
• Generalized Linear Models for Small-Area Estimation
• Posterior distribution of hierarchical models using CAR(1) distributions
• Hierarchical Spatio-Temporal Mapping of Disease Rates
• Spatial Modeling With Spatially Varying Coefficient Processes
• Gaussian Markov Random Fields

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