Random Fields on a Network: Modeling, Statistics, and Applications (Probability and Its Applications)

Xavier Guyon

ISBN 10: 0387944281 / ISBN 13: 9780387944289

Published by Springer, 1995

About this Item

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Bibliographic Details

• Title: Random Fields on a Network: Modeling, Statistics, and Applications (Probability and Its Applications)
• Publisher: Springer
• Publication Date: 1995
• Language: English
• ISBN 10: 0387944281
• ISBN 13: 9780387944289
• Binding: hardcover
• Condition: Good

About this title

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.

Language Notes

Text: English (translation)
Original Language: French