Random Fields On A Network: Modeling, Statistics, And Applications

Hardcover | June 23, 1995

byXavier GuyonAs told byC. Ludena

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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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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 par...

Format:HardcoverDimensions:267 pages, 9.25 × 6.1 × 0.04 inPublished:June 23, 1995Publisher:Springer

The following ISBNs are associated with this title:

ISBN - 10:0387944281

ISBN - 13:9780387944289

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