Elements of information theory / Thomas M. Cover, Joy A. Thomas.

By: Contributor(s): Material type: TextPublication details: Hoboken, N.J. : Wiley-Interscience, c2006.Edition: 2nd edDescription: xxiii, 748 p. : ill. ; 25 cmISBN:
  • 0471241954
  • 9780471241959
Subject(s): LOC classification:
  • Q360 .C68 2006
Online resources:
Contents:
Entropy, relative entropy, and mutual information -- Asymptotic equipartition property -- Entropy rates of a stochastic process -- Data compression -- Gambling and data compression -- Channel capacity -- Differential entropy -- Gaussian channel -- Rate distortion theory -- Information theory and statistics -- Maximum entropy -- Universal source coding -- Kolmogorov complexity -- Network information theory -- Information theory and portfolio theory -- Inequalities in information theory.
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Holdings
Item type Current library Call number Status Barcode
Book Storms Research Center Main Collection Q360 .C68 2006 (Browse shelf(Opens below)) Available 98632360

Includes bibliographical references (p. 689-721) and index.

Entropy, relative entropy, and mutual information -- Asymptotic equipartition property -- Entropy rates of a stochastic process -- Data compression -- Gambling and data compression -- Channel capacity -- Differential entropy -- Gaussian channel -- Rate distortion theory -- Information theory and statistics -- Maximum entropy -- Universal source coding -- Kolmogorov complexity -- Network information theory -- Information theory and portfolio theory -- Inequalities in information theory.

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