Gaussian Markov random fields : theory and applications / Havard Rue and Leonhard Held

By:

Rue, Havard

Contributor(s):

Held, Leonhard

Material type: Text

TextSeries: Monographs on statistics and applied probability ; 104Publication details: Boca Ratan : Chapman Hall, 2005Description: 263p, 23cmISBN:

1584884320

Subject(s):

Gaussian Markov random fields

DDC classification:

519.233 RUE

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Holdings
Item type	Current library	Call number	Status	Date due	Barcode	Item holds
Book	Calcutta	519.233 RUE (Browse shelf(Opens below))	Available		IIMC-118779

Total holds: 0

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 book provides a unified framework of GMRFs with particular emphasis on the computational aspects. It includes extensive case studies and an online C-library for fast and exact simulation. With chapters contributed by leading researchers in the field, this book may be a valuable reading for statisticians working in spatial theory and its applications, as well as quantitative researchers in a wide range of fields in which spatial data analysis is important.

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