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

Language: English

Condition: New Hardcover

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This is a new hardcover first edition, first printing copy, no DJ, brown spine, 255 pages with index.

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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

Edition

1st Edition

Condition

New

Seller catalogs

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.

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