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Hierarchical modeling and analysis for spatial data

서명/저자: Hierarchical modeling and analysis for spatial data / Sudipto Banerjee, Bradley P. Carlin, Alan E. Gelfand

형태사항: 1 online resource (xxi, 562 pages) : illustrations (some color), maps (some color.

내용주기: 완전내용Front 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.

내용주기: 완전내용Chapter 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.

초록/해제: 요약 :""This is a very welcome second edition of a nice and very successful book written by three experts in the field ... I have no doubts that this updated text will continue being a compulsory reference for those graduate students and researchers interested in understanding and applying any of the three areas of spatial statistics ... printed in color and this helps to see better some of the graphical representations ... excellent book that I highly recommend for anyone interested in the fascinating field of space and space-time modeling. This is definitely one of those second edition books that is wor.

기타형태저록: Print versionBanerjee, Sudipto. Hierarchical modeling and analysis for spatial data. Second edition. Boca Raton, Florida ; London : Chapman & Hall/CRC Press, [2015] 9781439819180 (OCoLC)892875441

Matériel
Reg No.	Call No.	emplacement	Status	Lend Info
E016489	E	E-Book Library	E-Book	E-Book 마이폴더 부재도서신고

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