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Elements of Information Theory
monograph
Author(s):
Thomas M. Cover
,
Joy A. Thomas
Publication date
(Print):
1991
Publisher:
John Wiley & Sons, Inc.
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Trace Elements and Electrolytes
Author and book information
Book
ISBN (Print):
0471062596
ISBN (Electronic):
0471200611
Publication date (Print):
1991
DOI:
10.1002/0471200611
SO-VID:
d61a97ab-8eb3-4af9-8f29-dcdbacff9a06
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Book chapters
pp. i
Frontmatter and Index
pp. 1
Introduction and Preview
pp. 12
Entropy, Relative Entropy and Mutual Information
pp. 50
The Asymptotic Equipartition Property
pp. 60
Entropy Rates of a Stochastic Process
pp. 78
Data Compression
pp. 125
Gambling and Data Compression
pp. 144
Kolmogorov Complexity
pp. 183
Channel Capacity
pp. 224
Differential Entropy
pp. 239
The Gaussian Channel
pp. 266
Maximum Entropy and Spectral Estimation
pp. 279
Information Theory and Statistics
pp. 336
Rate Distortion Theory
pp. 374
Network Information Theory
pp. 459
Information Theory and the Stock Market
pp. 482
Inequalities in Information Theory
pp. 510
Bibliography
pp. 526
List of Symbols
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