Hierarchical modeling and analysis for spatial data /
[Book]
Sudipto Banerjee, Bradley P. Carlin, Alan E. Gelfand
xvii, 452 pages :
illustrations ;
24 cm
Monographs on statistics and applied probability ;
101
Includes bibliographical references (pages 423-442) and indexes
Overview of spatial data problems -- Basics of point-referenced data models -- Basics of areal data models -- Basics of Bayesian inference -- Hierarchical modeling for univariate spatial data -- Spatial misalignment -- Multivariate spatial modeling -- Spatiotemporal modeling -- Spatial survival models -- Special topics in spatial process modeling