Maximum Entropy in Action: A Collection of Expository Essays

Brian Buck

ISBN 10: 0198539630 ISBN 13: 9780198539636

Published by Oxford University Press, 1991

Language: English

Condition: New Soft cover

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Bibliographic Details

Title

Maximum Entropy in Action: A Collection of Expository Essays

Publisher

Oxford University Press

Publication Date

1991

Language

English

ISBN 10

0198539630

ISBN 13

9780198539636

Binding

Paperback / softback

Condition

New

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About this title

Synopsis

This book is a collection of introductory, interdisciplinary articles and lectures covering the fundamentals of the maximum entropy approach, a powerful new technique that provides a much needed extension of the established principles of rational inference in the sciences. Maximum entropy allows the interpretation of incomplete and "noisy" data, providing a description of the underlying physical systems. It has found application in both practical and theoretical studies ranging from image enhancement to nuclear physics, and from statistical mechanics to economics. The work explores these applications with specific problems of data analysis taken from the physical sciences. It will interest all physical scientists who deal with data and its interpretation, including statisticians and statistical physicists.

About the Author

Vincent A. Macaulay is at University of Oxford.

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