Elements of information theory / Thomas M. Cover, Joy A. Thomas.
Covers the standard topics of information theory, including entropy, data compression, channel capacity, rate distortion, multi-user theory and hypothesis testing, presenting applications in communications, statistics, complexity theory and investment.
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| Online Access: |
Full Text (via Wiley) |
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| Main Authors: | , |
| Format: | eBook |
| Language: | English |
| Published: |
Hoboken, N.J. :
Wiley-Interscience,
[2006]
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| Edition: | Second edition. |
| Subjects: |
Table of 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.