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Information Theory and the Central Limit Theorem

AD-TEAM Ebooks & Tutorials 14 Aug 2021, 00:11 0

Information Theory and the Central Limit Theorem


Information Theory and the Central Limit Theorem
pdf | 10 MB | English | Isbn:‎ 978-1860944734 | Author: Oliver Johnson | Year: 2004




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 It brings together results from a number of research papers as well as unpublished material, showing how the techniques can give a unified view of limit theorems.


Category:Mathematical Matrices, Statistics, Probability & Statistics

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