Description: Gaussian Markov Random Fields : Theory And Applications, Hardcover by Rue, Havard; Held, Leonhard, ISBN 1584884320, ISBN-13 9781584884323, Brand New, Free P&P in the UK A unified framework is used here for representing and understanding Gaussian Markov random fields (GMRFs). Case studies illustrate the use of GMRFs in complex hierarchical models in which statistical inference is only possible using Markov chain Monte Carlo techniques. Emphasis is on the connection between GMRFs and numerical methods for sparse matrices. A C-library for fast and exact simulation is provided. Author information is not given. Annotation ©2004 Book News, Inc., Portland, OR ()
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Book Title: Gaussian Markov Random Fields : Theory And Applications
Number of Pages: 280 Pages
Language: English
Publication Name: Gaussian Markov Random Fields: Theory and Applications
Publisher: Taylor & Francis INC International Concepts
Publication Year: 2005
Subject: Computer Science, Mathematics
Item Height: 229 mm
Item Weight: 544 g
Type: Textbook
Author: Havard Rue, Leonhard Held
Series: Chapman & Hall/Crc Monographs on Statistics and Applied Probability
Item Width: 152 mm
Format: Hardcover
