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

Xavier Guyon

ISBN 10: 0387944281 / ISBN 13: 9780387944289

Published by Springer June 1995, 1995

About this Item

used hardcover copy in illustrated boards, no jacket, as issued. light shelfwear, corners perhaps slightly bumped. pages and binding are clean, straight and tight. there are no marks to the text or other serious flaws.

Seller Inventory # 1562547

Bibliographic Details

• Title: Random Fields on a Network: Modeling, Statistics, and Applications (Probability and Its Applications)
• Publisher: Springer June 1995
• Publication Date: 1995
• Language: English
• ISBN 10: 0387944281
• ISBN 13: 9780387944289
• Binding: Hardcover
• Condition: VG
• Seller catalogs:
  • MATH statistics

About this title

Synopsis

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.

Language Notes

Text: English (translation)
Original Language: French