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

Rue, Havard, Held, Leonhard

ISBN 10: 1584884320 / ISBN 13: 9781584884323

Published by Chapman and Hall/CRC, 2005

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Seller Inventory # ERICA77315848843206

Bibliographic Details

• Title: Gaussian Markov Random Fields: Theory and Applications (Chapman & Hall/CRC Monographs on Statistics and Applied Probability)
• Publisher: Chapman and Hall/CRC
• Publication Date: 2005
• Language: English
• ISBN 10: 1584884320
• ISBN 13: 9781584884323
• Binding: Hardcover
• Condition: Like New
• Book Type: book

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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 the Author

Havard Rue, Leonhard Held