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Gaussian Markov Random Fields: Theory and Applications

Havard Rue; Leonhard Held
Gaussian Markov Random Fields: Theory and Applications
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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 its applications, as well as quantitative researchers in a wide range of science fields where spatial data analysis is important.
Chapman & Hall/CRC; February 2005
ISBN 9781135437237
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ISBNs
0203492021
9780203492024
9781135437237
9781135437244
9781584884323