Gaussian Markov Random Fields: Theory and Applications

Rue, Havard; Held, Leonhard

ISBN 10: 1032477903 ISBN 13: 9781032477909

Editorial: Chapman and Hall/CRC, 2023

Idioma: Ingl�s

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Detalles bibliogr�ficos

T�tulo: Gaussian Markov Random Fields: Theory and Applications
Editor: Chapman and Hall/CRC
Fecha de publicaci�n: 2023
Idioma: Ingl�s
ISBN 10: 1032477903
ISBN 13: 9781032477909
Encuadernaci�n: Encuadernaci�n de tapa blanda
Estado: New

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Sinopsis

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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Havard Rue, Leonhard Held

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