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Random Fields on a Network on Hardback by Xavier Guyon
Random Fields on a Network on Hardback by Xavier Guyon
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Modeling, Statistics, and Applications
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Description

The theory of spatial models over lattices, or random fields as they are known, has developed significantly over recent years. This book provides a graduate-level introduction to the subject which assumes only a basic knowledge of probability and statistics, finite Markov chains, and the spectral theory of second-order processes. A particular strength of this book is its emphasis on examples - both to motivate the theory which is being developed, and to demonstrate the applications which range from statistical mechanics to image analysis and from statistics to stochastic algorithms.
Release date Australia
June 23rd, 1995
Author
Audience
  • Postgraduate, Research & Scholarly
Contributor
  • Translated by C. Ludena
Country of Publication
United States
Edition
1995 ed.
Illustrations
XII, 256 p.
Imprint
Springer-Verlag New York Inc.
Pages
256
Publisher
Springer-Verlag New York Inc.
Dimensions
156x234x15
ISBN-13
9780387944289
Product ID
2434495

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