Gaussian Markov Random Fields

Theory and Applications

Havard Rue, Leonhard Held (Autoren)

Buch | Hardcover

280 Seiten

2005
Chapman & Hall/CRC (Verlag)
978-1-58488-432-3 (ISBN)

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Gaussian Markov Random Field (GMRF) models, most widely used in spatial statistics are presented in this, the first book on the subject that provides a unified framework of GMRFs with particular emphasis on the computational aspects.

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.

Havard Rue, Leonhard Held

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. 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.

Erscheint lt. Verlag	18.2.2005
Reihe/Serie	Chapman & Hall/CRC Monographs on Statistics and Applied Probability
Zusatzinfo	50 Illustrations, black and white
Sprache	englisch
Maße	152 x 229 mm
Gewicht	544 g
Themenwelt	Mathematik / Informatik ► Mathematik ► Computerprogramme / Computeralgebra
	Mathematik / Informatik ► Mathematik ► Wahrscheinlichkeit / Kombinatorik
	Naturwissenschaften ► Geowissenschaften ► Geologie
ISBN-10	1-58488-432-0 / 1584884320
ISBN-13	978-1-58488-432-3 / 9781584884323
Zustand	Neuware