Efficient model-fitting and model-comparison for high-dimensional Bayesian geostatistical models

DOI10.1016/S0378-3758(02)00335-XzbMath1032.62049MaRDI QIDQ1869119

Mary Kathryn Cowles

Publication date: 9 April 2003

Published in: Journal of Statistical Planning and Inference (Search for Journal in Brave)

zbMATH Keywords

Spatial statisticsBayes factorsConvergenceMCMCIsotropyGeometric anisotropy

Mathematics Subject Classification ID

Directional data; spatial statistics (62H11) Bayesian inference (62F15) Numerical analysis or methods applied to Markov chains (65C40) Geostatistics (86A32)

Uses Software

• boa

Cites Work

• Marginal Likelihood from the Gibbs Output
• Sampling-Based Approaches to Calculating Marginal Densities
• The Calculation of Posterior Distributions by Data Augmentation
• Covariance structure of the Gibbs sampler with applications to the comparisons of estimators and augmentation schemes
• Marginal Likelihood From the Metropolis–Hastings Output
• Bayes Factors
• On Estimating Precision of Measuring Instruments and Product Variability

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