Elements of Information Theory

Elements of Information Theory
ISBN-10
8126508140
ISBN-13
9788126508143
Category
Information theory
Pages
556
Language
English
Published
1999
Publisher
John Wiley & Sons
Author
T. M. Cover

Description

· Entropy, Relative Entropy and Mutual Information· The Asymptotic Equipartition Property· Entropy Rates of a Stochastic Process· Data Compression· Gambling and Data Compression· Kolmogorov Complexity· Channel Capacity· Differential Entropy· The Gaussian Channel· Maximum Entropy and Spectral Estimation· Information Theory and Statistics· Rate Distortion Theory· Network Information Theory· Information Theory and the Stock Market· Inequalities in Information Theory

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