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Random Fields on a Network: Modeling, Statistics, and Applications

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Knygos aprašymas

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.

Informacija

Autorius: Xavier Guyon
Leidėjas: Springer
Išleidimo metai: 1995
Knygos puslapių skaičius: 267
ISBN-13: 9780387944289
Formatas: 6.14 x 0.63 x 9.21 inches. Knyga kietu viršeliu
Kalba: Anglų

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