Random Fields on a Network: Modeling, Statistics, and Applications (Probability and Its Applications)

Xavier Guyon

ISBN 10: 0387944281 / ISBN 13: 9780387944289

Verlag: Springer, 1995

Beschreibung

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Bestandsnummer des Verkäufers S_424841687

Bibliografische Details

• Titel: Random Fields on a Network: Modeling, Statistics, and Applications (Probability and Its Applications)
• Verlag: Springer
• Erscheinungsjahr: 1995
• Sprache: Englisch
• ISBN-10: 0387944281
• ISBN-13: 9780387944289
• Einband: hardcover
• Zustand: Good

Über diesen Titel

Inhaltsangabe

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.