[PDF.80dh] Information Theory and the Central Limit Theorem

Information Theory and the Central Limit Theorem

[PDF.pg98] Information Theory and the Central Limit Theorem

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 | #5089758 in Books |  2004-07-14 | Original language:English | PDF # 1 |  9.20 x.68 x6.08l,.95 | File type: PDF | 209 pages

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|| |....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.

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 It brings together results from a number of research papers as well as unpublished material, showing how the techniques can give a unified view of limit ...

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