Gaussian Markov Random Fields
Havard. Rue
Bok Engelsk 2005 · Electronic books.
| Annen tittel | |
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| Utgitt | London : : Chapman & Hall/CRC, , 2005.
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| Omfang | 1 online resource (280 p.)
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| Opplysninger | Description based upon print version of record.. - Cover; Title; Copyright; Contents; Preface; CHAPTER 1: Introduction; CHAPTER 2: Theory of Gaussian Markov random fields; CHAPTER 3: Intrinsic Gaussian Markov random fields; CHAPTER 4: Case studies in hierarchical modeling; CHAPTER 5: Approximation techniques; Appendices; APPENDIX A: Common distributions; APPENDIX B: The library GMRFLib; References; Author index; Subject index. - Gaussian Markov Random Field (GMRF) models are most widely used in spatial statistics ñ a very active area of research in which few up-to-date reference works are available. Gaussian Markov Random Field: Theory and Applications is the first book on the subject that provides a unified framework of GMRFs with particular emphasis on the computational aspects. The book includes extensive case studies and online a c-library for fast and exact simulation. With chapters contributed by leading researchers in the field, this volume is essential reading for statisticians working in spatial theory and i
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| Emner | |
| Sjanger | |
| Dewey | |
| ISBN | 1584884320. - 9781584884323
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