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Maximum Entropy In Action: A Collection Of Expository Essays



This book is a collection of introductory, interdisciplinary articles and lectures on 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. This technique, known as maximum entropy, allows the interpretation of incomplete and "noisy" data, providing a description of the u... more details
Key Features:
  • Provides an introduction to the maximum entropy approach, a powerful new technique that provides a much needed extension of the established principles of rational inference in the sciences
  • Explores applications of the maximum entropy approach to data analysis problems from the physical sciences
  • Intended for physical scientists who deal with data and its interpretation, including statisticians and statistical physicists


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Description
This book is a collection of introductory, interdisciplinary articles and lectures on 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. This technique, known as 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.

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.
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