Elements of Information Theory

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Following a brief introduction and overview, early chapters cover the basic algebraic relationships of entropy, relative entropy and mutual information, AEP, entropy rates of stochastics processes and data compression, duality of data compression and the growth rate of wealth. Later chapters explore Kolmogorov complexity, channel capacity, differential entropy, the capacity of the fundamental Gaussian channel, the relationship between information theory and statistics, rate distortion and network information theories. The ...

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Elements of Information Theory
2006, Wiley-Interscience, Hoboken, NJ

ISBN-13: 9780471241959

2nd edition

Hardcover

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Elements of Information Theory
1991, Wiley-Interscience, New York, NY

ISBN-13: 9780471062592

99th edition

Hardcover

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