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Random Fields on a Network

Modeling, Statistics, and Applications

Language EnglishEnglish
Book Hardback
Book Random Fields on a Network Xavier Guyon
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
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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.

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About the book

Full name Random Fields on a Network
Author Xavier Guyon
Language English
Binding Book - Hardback
Date of issue 1995
Number of pages 256
EAN 9780387944289
ISBN 0387944281
Libristo code 01384046
Publishers Springer-Verlag New York Inc.
Weight 1240
Dimensions 156 x 234 x 18

Categories

Mathematics & Science > Mathematics > Applied mathematics > Stochastics
Mathematics & Science > Mathematics > Probability & statistics
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