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

Book 19 of 110: ISSN

Rue, Havard; Held, Leonhard

 
9781584884323: Gaussian Markov Random Fields (Chapman & Hall/CRC Monographs on Statistics and Applied Probability)

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.

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About the Author

Havard Rue, Leonhard Held

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Other Popular Editions of the Same Title

9781032477909: Gaussian Markov Random Fields: Theory and Applications (Chapman & Hall/CRC Monographs on Statistics and Applied Probability)

Featured Edition

ISBN 10:  1032477903 ISBN 13:  9781032477909
Publisher: Chapman and Hall/CRC, 2023
Softcover