Elements of information theory

Authors:Thomas M. Cover, Joy A. Thomas

Summary:Actualización en el campo de la teoría de la información y sus aplicaciones en la teoría de la comunicación, estadísticas, informática, teoría de la probabilidad y teoría de la inversión

Edition:View all formats and editions

Series:

Wiley series in telecommunications

Physical Description:xxii, 542 p. : il. ; 24 cm.

ISBN:

9780471062592, 0471062596

OCLC Number / Unique Identifier:318266021

Subjects:

Información, Teoría de la

Teoría de la información

Contents:

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. Bibliography. List of Symbols. Index.

Notes:

"A Wiley-Interscience publication."

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