Hierarchical modeling and analysis for spatial data /
General Material Designation
[Book]
First Statement of Responsibility
Sudipto Banerjee, Bradley P. Carlin, Alan E. Gelfand
PHYSICAL DESCRIPTION
Specific Material Designation and Extent of Item
xvii, 452 pages :
Other Physical Details
illustrations ;
Dimensions
24 cm
SERIES
Series Title
Monographs on statistics and applied probability ;
Volume Designation
101
INTERNAL BIBLIOGRAPHIES/INDEXES NOTE
Text of Note
Includes bibliographical references (pages 423-442) and indexes
CONTENTS NOTE
Text of Note
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