Code: 01384046

Random Fields on a Network

Name: Random Fields on a Network
Brand: Springer-Verlag New York Inc.
SKU: 01384046
Price: 113.16 EUR
Availability: BackOrder
Author: Xavier Guyon
ISBN: 9780387944289

by Xavier Guyon

Language: English
Binding: Hardback
Number of pages: 256
Publisher: Springer-Verlag New York Inc., 1995
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Book synopsis

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.