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Information Theory and Statistics: A Tutorial (Foundations and Trends in Communications and Information The)

Imre Csisz4ar, Paul Shields, Imre Csiszar




[PDF.yu80] Information Theory and Statistics: A Tutorial (Foundations and Trends in Communications and Information The)

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 | #4182334 in Books |  2004-12-15 | Original language:English | PDF # 1 |  9.21 x.26 x6.14l,.41 | File type: PDF | 124 pages

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Information Theory and Statistics: A Tutorial is concerned with applications of information theory concepts in statistics, in the finite alphabet setting. The topics covered include large deviations, hypothesis testing, maximum likelihood estimation in exponential families, analysis of contingency tables, and iterative algorithms with an "information geometry" background. Also, an introduction is provided to the theory of universal coding, and to statistical inference vi...

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