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Hierarchical modeling and analysis for spatial data Second edition
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| 자료유형 | 단행본 |
|---|---|
| 서명/저자사항 | Hierarchical modeling and analysis for spatial data/ Sudipto Banerjee, Bradley P. Carlin, Alan E. Gelfand. |
| 개인저자 | Banerjee, Sudipto,author. Gelfand, Alan E.,1945- author, Carlin, Bradley P.,author, |
| 판사항 | Second edition. |
| 형태사항 | 1 online resource (xxi, 562 pages): illustrations (some color), maps (some color. |
| 총서사항 | Monographs on statistics & applied probability;135 |
| 기타형태 저록 | Print version: Banerjee, Sudipto. Hierarchical modeling and analysis for spatial data. Second edition. Boca Raton, Florida ; London : Chapman & Hall/CRC Press, [2015] 9781439819180 |
| ISBN | 9781439819180 1439819181 |
| 서지주기 | Includes bibliographical references (pages 529-558) and index. |
| 내용주기 | 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. |
| 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. |
| 일반주제명 | Spatial analysis (Statistics) --Mathematical models. MATHEMATICS --Applied. MATHEMATICS --Probability & Statistics --General. |
| 언어 | 영어 |
| 바로가기 |  |
