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.
| ISBN: | 9780387944289 |
| Publication date: | 23rd June 1995 |
| Author: | Xavier Guyon |
| Publisher: | Springer an imprint of Springer New York |
| Format: | Hardback |
| Pagination: | 255 pages |
| Series: | Probability and Its Applications |
| Genres: |
Probability and statistics Stochastics |
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.
Random Fields on a Network features in the following genres: Probability and statistics, Stochastics
Hardback. Not Available.
Random Fields on a Network was written by Xavier Guyon and published by Springer an imprint of Springer New York
Random Fields on a Network has 255 pages
Yes it is part of Probability and Its Applications series