Hierarchical modeling and analysis for spatial data. ([2015])

• Record Type: Book
• Further Information: Note: Sudipto Banerjee, Bradley P. Carlin, Alan E. Gelfand.
• Authors: Banerjee, Sudipto; Gelfand, Alan E, 1945-; Carlin, Bradley P
• Contents: Front Cover; Dedication; Contents; Preface to the Second Edition; Preface to the First Edition; Chapter 1 -- Overview of spatial data problems; Chapter 2 -- Basics of point-referenced data models; Chapter 3 -- Some theory for point-referenced data models; Chapter 4 -- Basics of areal data models; Chapter 5 -- Basics of Bayesian inference; Chapter 6 -- Hierarchical modeling for univariate spatial data; Chapter 7 -- Spatial misalignment; Chapter 8 -- Modeling and Analysis for Point Patterns; Chapter 9 -- Multivariate spatial modeling for point-referenced data. Chapter 10 -- Models for multivariate areal dataChapter 11 -- Spatiotemporal modeling; Chapter 12 -- Modeling large spatial and spatiotemporal datasets; Chapter 13 -- Spatial gradients and wombling; Chapter 14 -- Spatial survival models; Chapter 15 -- Special topics in spatial process modeling; Appendices; Appendix A -- Spatial computing methods; Appendix B -- Answers to selected exercises; Bibliography; Back Cover.
• Publisher Details: Boca Raton, Florida London : Chapman & Hall/CRC Press
• Publication Date: 2015
• Copyright Date: 2015
• Extent: 1 online resource (xxi, 562 pages), illustrations (some color), maps (some color)
• Subjects: 519.5; Spatial analysis (Statistics) -- Mathematical models; MATHEMATICS / Applied; MATHEMATICS / Probability & Statistics / General; Electronic books
• Languages: English
• ISBNs: 9781439819180; 1439819181
• Related ISBNs: 9781439819173; 1439819173
• Notes: Note: Includes bibliographical references (pages 529-558) and index.; Note: Print version record.
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.