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Document Type: | Book |
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All Authors / Contributors: |
Thomas M Cover; Joy A Thomas |
ISBN: | 9780471241959 0471241954 |
OCLC Number: | 758138311 |
Notes: | Índices. |
Description: | XXIII, 748 p. |
Contents: | 1. Introduction and preview -- 2. Entropy, relative entropy, and mutual information -- 3. Asymptotic equipartition property -- 4. Entropy rates of a stochastic process -- 5. Data compression -- 6. Gambling and data compression -- 7. Channel capacity -- 8. Differencial entropy -- 9. Gaussian Channel -- 10. Rate distortion theory -- 11. Information theory and statistics -- 12. Maximum entropy -- 13. Universal source coding -- 14. Kolmogorov complexity -- 15. Network information theory -- 16. Information theory and portfolio theory -- 17. Inequalities in information theory. |
Responsibility: | Thomas M. Cover, Joy A. Thomas. |
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