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Random fields on a network : modeling, statistics, and applications / Xavier Guyon ; translated by Carenne Ludeña.
LIBRA QA274.45 .G89 1995
Available from offsite location
- Format:
- Book
- Author/Creator:
- Guyon, Xavier.
- Series:
- Springer series in statistics. Probability and its applications
- Probability and its applications
- Language:
- English
- French
- Subjects (All):
- Random fields.
- Physical Description:
- xii, 255 pages : illustrations ; 25 cm.
- Place of Publication:
- New York : Springer-Verlag, [1995]
- Summary:
- 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.
- Notes:
- Includes bibliographical references (pages [243]-251) and index.
- ISBN:
- 0387944281
- OCLC:
- 31435168
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