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Gaussian Markov Random Fields
Theory and Applications
Udgivet af Taylor & Francis Ltd
ISBN
9781032477909
Om denne bog
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 …
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Bogdetaljer
Forlag
Taylor & Francis Ltd
Kategori
Geokemi
ISBN-13
9781032477909
EAN
9781032477909
Format
Hæftet
Sprog
Engelsk
sider
280
Undertitel
- Theory and Applications
Produktbeskrivelse
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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