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

Xavier Guyon

ISBN 10: 0387944281 ISBN 13: 9780387944289

Editorial: Springer, 1995

Idioma: Ingl�s

Condici�n: Nuevo Encuadernaci�n de tapa dura

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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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Detalles bibliogr�ficos

T�tulo

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

Editor

Springer

Fecha de publicaci�n

1995

Idioma

Ingl�s

ISBN 10

0387944281

ISBN 13

9780387944289

Encuadernaci�n

Hardcover

Edici�n

1st Edition

Estado

New

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Sinopsis

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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