Gaussian Markov Random Fields: Theory and Applications

Reid, N. (Series edited by)/ Isham, Valerie (Series edited by)/ Tibshirani, R.J. (Series edited by)/ Louis, Thomas A. (Series edited by)/ Tong, Howell (Series edited by)/ Keiding, Niels (Series edited by)/ Rue, Havard (Author)/ Held, Leonhard (Author)

ISBN 10: 1584884320 ISBN 13: 9781584884323

Editorial: Chapman & Hall, 2005

Idioma: Ingl�s

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1st edition. 280 pages. 9.00x6.25x0.75 inches. In Stock. This item is printed on demand.

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Detalles bibliogr�ficos

T�tulo: Gaussian Markov Random Fields: Theory and Applications
Editor: Chapman & Hall
Fecha de publicaci�n: 2005
Idioma: Ingl�s
ISBN 10: 1584884320
ISBN 13: 9781584884323
Encuadernaci�n: Hardcover
Estado: Brand New

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Sinopsis

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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