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Random Fields on a Network

Name: Random Fields on a Network
Brand: Springer-Verlag New York Inc.
SKU: 01384046
Price: 113.63 EUR
Availability: InStock
Author: Xavier Guyon
ISBN: 9780387944289

Modeling, Statistics, and Applications

Xavier Guyon

Language

English

Book Hardback

Libristo code: 01384046

Publishers Springer-Verlag New York Inc., June 1995

The theory of spatial models over lattices, or random fields as they are known, has developed signif... Full description

Libristo code: 01384046

275 b

113.63 €

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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.