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Random Fields on a Network: Modeling, Statistics, and Applications (Probability and Its Applications) - Hardcover
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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Language Notes
Text: English (translation)
Original Language: French
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Random Fields on a Network: Modeling, Statistics, and Applications (Probability and Its Applications)
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Random Fields on a Network: Modeling, Statistics, and Applications (Probability and Its Applications)
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Random Fields on a Network: Modeling, Statistics, and Applications
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Springer-Verlag, Berlin and New York, 1995
ISBN 10: 0387944281
ISBN 13: 9780387944289
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Random Fields on a Network: Modeling, Statistics, and Applications (Probability and Its Applications)
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Random Fields on a Network: Modeling, Statistics, and Applications
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Random Fields on a Network: Modeling, Statistics, and Applications
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