Gaussian Markov Random Fields: Theory and Applications by Havard Rue (English) H

Description: Gaussian Markov Random Fields by Havard Rue, Leonhard Held Gaussian Markov Random Field (GMRF) models, most widely used in spatial statistics are presented in this, the first book on the subject that provides a unified framework of GMRFs with particular emphasis on the computational aspects. FORMAT Hardcover LANGUAGE English CONDITION Brand New Publisher 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. Author Biography Havard Rue, Leonhard Held Table of Contents 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. Gaussian Markov Random Field: Theory and Applications is the first book on the subject that provides a unified framework of GMRFs with particular emphasis on the computational aspects. The 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. Review "I thus enjoyed reading this book and I would recommend it to anyone involved in spatial modelling as a time-effective introduction to the field, including a concern for practical implementation that may be lacking elsewhere and a good stylistic balance between background and technicalities, between bases and illustrations that make it a rather easy reading." – Christian P. Robert, Université Paris, in Statistics in Medicine, 2006, Vol. 25 Details ISBN1584884320 Author Leonhard Held Short Title GAUSSIAN MARKOV RANDOM FIELDS Language English ISBN-10 1584884320 ISBN-13 9781584884323 Media Book Format Hardcover DEWEY 519.233 Series Number 104 Year 2005 Country of Publication United States Edition 1st Subtitle Theory and Applications Affiliation University of Munich, Munich, Germany DOI 10.1604/9781584884323 UK Release Date 2005-02-18 AU Release Date 2005-02-18 NZ Release Date 2005-02-18 US Release Date 2005-02-18 Place of Publication Bosa Roca Pages 280 Publisher Taylor & Francis Inc Series Chapman & Hall/CRC Monographs on Statistics and Applied Probability Publication Date 2005-02-18 Alternative 9781032477909 Illustrations 50 Illustrations, black and white Audience Professional & Vocational Imprint CRC Press Inc We've got this At The Nile, if you're looking for it, we've got it. With fast shipping, low prices, friendly service and well over a million items - you're bound to find what you want, at a price you'll love! TheNile_Item_ID:134477277;

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