Titolo: Gaussian Markov Random Fields (Chapman & Hall/CRC Monographs on Statistics and Applied Probability)
Editore: Chapman and Hall/CRC
Data di pubblicazione: 2005
Lingua: Inglese
ISBN 10: 1584884320
ISBN 13: 9781584884323
Rilegatura: Rilegato
Condizione: New

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Riassunto

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 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.

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Havard Rue, Leonhard Held

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