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Information Theory and the Central Limit Theorem

Contributor(s): Johnson, Oliver T (Author)

ISBN: 9781860944734

Publisher: Imperial College Press

Hardcover
$120.00
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Pub Date: July 14, 2004

Dewey: 519.2

Lexile Code: 0000

Target Age Group: NA to NA

Physical Info: 0.68" H x 9.20" L x 6.08" W ( 0.95 lbs) 224 pages

Descriptions, Reviews, etc.

Description: This book provides a comprehensive description of a new method of proving the central limit theorem, through the use of apparently unrelated results from information theory. It gives a basic introduction to the concepts of entropy and Fisher information, and collects together standard results concerning their behaviour. It brings together results from a number of research papers as well as unpublished material, showing how the techniques can give a unified view of limit theorems.

Review Quotes: ....a well-written and motivating introduction to information theory and a detailed description of the current research regarding the connections between central limit theorems and information theory.

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