Item description for Information Theory and Statistics: A Tutorial (Foundations and Trends in Communications and Information Theory) by Imre Csisz´ar...
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 via the minimum description length principle motivated by that theory. The tutorial does not assume the reader has an in-depth knowledge of Information Theory or statistics. As such, Information Theory and Statistics: A Tutorial, is an excellent introductory text to this highly-important topic in mathematics, computer science and electrical engineering. It provides both students and researchers with an invaluable resource to quickly get up to speed in the field.
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Est. Packaging Dimensions: Length: 9.06" Width: 6.14" Height: 0.47" Weight: 0.4 lbs.
Release Date Dec 15, 2004
Publisher Now Publishers Inc
ISBN 1933019050 ISBN13 9781933019055
Availability 52 units. Availability accurate as of Oct 23, 2016 04:38.
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