Random Fields on a Network: Modeling, Statistics, and Applications (Probability and Its Applications)
Language: English
Published by Springer, 1995
- Hardcover
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- Title
- Random Fields on a Network: Modeling, Statistics, and Applications (Probability and Its Applications)
- Author
- Xavier Guyon
- Publisher
- Springer
- Publication year
- 1995
- Condition
- Good
- Binding
- hardcover
- Language
- English
- ISBN 10
- 0387944281
- ISBN 13
- 9780387944289
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
Original Language: French
"About the title" may belong to another edition of this title.
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