Description: Gaussian Markov Random Fields : Theory And Applications, Hardcover by Rue, Havard; Held, Leonhard, ISBN 1584884320, ISBN-13 9781584884323, Like New Used, Free shipping in the US 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: CRC Press LLC
Item Height: 0.9 in
Subject: Probability & Statistics / General, Physics / General
Publication Year: 2005
Item Weight: 19.2 Oz
Type: Textbook
Subject Area: Mathematics, Science
Author: Leonhard Held, Havard Rue
Item Length: 9.2 in
Series: Chapman and Hall/Crc Monographs on Statistics and Applied Probability Ser.
Item Width: 6.3 in
Format: Hardcover
