Gaussian Markov Random Fields: Theory and Applications

by Havard Rue and Leonhard Held

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...

• Format: Paperback
• Language: English
• ISBN: 1032477903
• ISBN13: 9781032477909
• Release Date: January 2023
• Publisher: CRC Press
• Length: 280 Pages