Gaussian Markov Random Fields (Chapman & Hall/CRC Monographs on Statistics and Applied Probability)

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Published date February 18, 2005
Author Havard Rue

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Description

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.

Specifications

FormatEPUB, PDF
Pages280
LanguageEnglish
ISBN-13978-1584884323

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K Kylie Sanchez Verified
★★★★★The diagrams do the teachingSeeing the concept drawn before the notation appears changed everything for me.
N Nina Hampton Verified
★★★★★A set text for my classThe problem sets are graded properly and the solutions are complete.
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