Random Fields on a Network: Modeling, Statistics, and Applications
(Sprache: Englisch)
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...
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Klappentext zu „Random Fields on a Network: Modeling, Statistics, and Applications “
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.
Bibliographische Angaben
- Autor: Xavier Guyon
- 1995, 256 Seiten, 28 Schwarz-Weiß-Abbildungen, Maße: 16 x 24,1 cm, Gebunden, Englisch
- Übersetzung:Ludena, C.
- Herausgegeben: C. Ludena
- Übersetzer: C. Ludena
- Verlag: Springer, New York
- ISBN-10: 0387944281
- ISBN-13: 9780387944289
Sprache:
Englisch
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