Gaussian Markov Random Fields: Theory and Applications

Reid, N. (Series edited by)/ Isham, Valerie (Series edited by)/ Tibshirani, R.J. (Series edited by)/ Louis, Thomas A. (Series edited by)/ Tong, Howell (Series edited by)/ Keiding, Niels (Series edited by)/ Rue, Havard (Author)/ Held, Leonhard (Author)

ISBN 10: 1584884320 / ISBN 13: 9781584884323

Published by Chapman & Hall, 2005

About this Item

1st edition. 280 pages. 9.00x6.25x0.75 inches. In Stock.

Seller Inventory # x-1584884320

Bibliographic Details

• Title: Gaussian Markov Random Fields: Theory and Applications
• Publisher: Chapman & Hall
• Publication Date: 2005
• Language: English
• ISBN 10: 1584884320
• ISBN 13: 9781584884323
• Binding: Hardcover
• Condition: Brand New

About this title

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.

About the Author

Havard Rue, Leonhard Held