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OverviewGaussian 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. Full Product DetailsAuthor: Havard Rue , Leonhard Held , Leonhard Held (University of Munich, Munich, Germany) , Valerie IshamPublisher: Taylor & Francis Ltd Imprint: CRC Press Weight: 0.620kg ISBN: 9781032477909ISBN 10: 1032477903 Pages: 280 Publication Date: 21 January 2023 Audience: Professional and scholarly , Professional & Vocational Format: Paperback Publisher's Status: Active Availability: In Print  This item will be ordered in for you from one of our suppliers. Upon receipt, we will promptly dispatch it out to you. For in store availability, please contact us. Table of ContentsReviewsI 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, Universite Paris, in Statistics in Medicine, 2006, Vol. 25 """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" Author InformationHavard Rue, Leonhard Held Tab Content 6Author Website:Countries AvailableAll regions |
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