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Gaussian Markov Random Fields

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Gaussian Markov Random Fields Synopsis

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.

About This Edition

ISBN: 9781032477909
Publication date:
Author: Håvard Rue, Leonhard Held
Publisher: CRC Press
Format: Paperback
Pagination: 280 pages
Series: Chapman & Hall/CRC Monographs on Statistics & Applied Probability
Genres: Geochemistry
Probability and statistics

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