A Bayesian spatio-temporal geostatistical model with an auxiliary lattice for large datasets

DOI10.5705/ss.2013.085wzbMath1480.86011OpenAlexW2123754572MaRDI QIDQ3195187

Ganggang Xu, Marc G. Genton, Faming Liang

Publication date: 21 October 2015

Published in: STATISTICA SINICA (Search for Journal in Brave)

Full work available at URL: http://hdl.handle.net/10754/550847

zbMATH Keywords

large datasetsGaussian Markov random fieldauxiliary latticeBayesian hierarchical spatio-temporal modelspatio-temporal kriging

Mathematics Subject Classification ID

Inference from spatial processes (62M30) Geostatistics (86A32)

Related Items (5)

A Bayesian hierarchical spatio-temporal rainfall model ⋮ Scalable semiparametric spatio-temporal regression for large data analysis ⋮ Borrowing strength and borrowing index for Bayesian hierarchical models ⋮ Bayesian analysis of spatial survival model with non-Gaussian random effect ⋮ A hierarchical multivariate spatio-temporal model for clustered climate data with annual cycles

This page was built for publication: A Bayesian spatio-temporal geostatistical model with an auxiliary lattice for large datasets