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

Guyon, Xavier

 
9780387944289: Random Fields on a Network: Modeling, Statistics, and Applications (Probability and Its Applications)
Tapa dura
ISBN 10: 0387944281 ISBN 13: 9780387944289
Editorial: Springer, 1995

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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Reseña del editor

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.

"Sobre este título" puede pertenecer a otra edición de este libro.

Editorial
Springer
Año de publicación
1995
Idioma
Inglés
ISBN 10 
0387944281
ISBN 13 
9780387944289
Encuadernación
Tapa dura
Número de páginas
272
Contacto del fabricante
no disponible
Persona responsable
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