Information Theory and Statistics. A Tutorial, Paperback - Paul Shields

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Explores the 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.Publisher: now publishers IncAuthor(s): Paul ShieldsNumber of pages: 124Collection: Foundations and Trends (R) in Communications and Information TheoryPublication date: 2004Dimensions: 237 x 157 x 7Cover type: Paperback / softback

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