Bayesian spatial modeling for housing data in South Africa

DOI10.1007/s13571-020-00233-yzbMath1478.62370OpenAlexW2899779609MaRDI QIDQ2061773

Bingling Wang, Rangan Gupta, Sudipto Banerjee

Publication date: 21 December 2021

Published in: Sankhyā. Series B (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s13571-020-00233-y

zbMATH Keywords

spatial processesBayesian inferencehierarchical modelspoint-referenced datamultivariate spatial models

Mathematics Subject Classification ID

Applications of statistics to economics (62P20) Inference from spatial processes (62M30) Bayesian inference (62F15)

Cites Work

• Practical Bayesian model evaluation using leave-one-out cross-validation and WAIC
• Cross-covariance functions for multivariate geostatistics
• Understanding predictive information criteria for Bayesian models
• Handbook of Spatial Statistics
• Handbook of Markov Chain Monte Carlo
• Comment
• Statistics for Spatial Data
• Multivariate spatial covariance models: a conditional approach
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