Kniha Random Fields on a Network Xavier Guyon

Random Fields on a Network

Modeling, Statistics, and Applications

Autor: Xavier Guyon
Jazyk: Angličtina
Vazba: Pevná
Dostupnost: 50 % šance
Prohledáme celý svět
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The theory of spatial models over lattices, or random fields as they are known, has developed signif...

Informace o knize

Autor
Jazyk
Angličtina
Vazba
Kniha - Pevná
Vydáno
1995
Stránek
256
EAN
9780387944289
ISBN
0387944281
Enbook ID
01384046
Hmotnost
1240
Rozměry
156 x 234 x 18

Kompletní popis

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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