Random Fields on a Network von Xavier Guyon | Modeling, Statistics, and Applications | ISBN 9780387944289

Random Fields on a Network

Modeling, Statistics, and Applications

von Xavier Guyon, aus dem Französischen übersetzt von C. Ludena
Buchcover Random Fields on a Network | Xavier Guyon | EAN 9780387944289 | ISBN 0-387-94428-1 | ISBN 978-0-387-94428-9

Random Fields on a Network

Modeling, Statistics, and Applications

von Xavier Guyon, aus dem Französischen übersetzt von C. Ludena
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.