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Gaussian Markov Random Fields: Theory and Applications

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Gaussian Markov Random Field (GMRF) models are most widely used in spatial statistics - a very active area of research in which few up-to-date reference works are available. This is the first book on the subject that provides a unified framework of GMRFs with particular emphasis on the computational aspects. This 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 ...

Gaussian Markov Random Fields: Theory and Applications 2005, Chapman & Hall/CRC, Boca Raton, FL

ISBN-13: 9781584884323

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