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(Ebook) Elements of Information Theory by Thomas M. Cover, Joy A. Thomas ISBN 9780471241959, 0471241954

  • SKU: EBN-919960
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Authors:Thomas M. Cover, Joy A. Thomas
Pages:774 pages.
Year:2006
Editon:2nd ed
Publisher:Wiley-Interscience
Language:english
File Size:10.09 MB
Format:pdf
ISBNS:9780471241959, 0471241954
Categories: Ebooks

Product desciption

(Ebook) Elements of Information Theory by Thomas M. Cover, Joy A. Thomas ISBN 9780471241959, 0471241954

Elements of Information Theory, Second Edition, covers the standard topics of information theory, such as entropy, data compression, channel capacity, rate distortion, multi-user theory and hypothesis testing. It presents applications to communications, statistics, complexity theory, and investment. Chapters 1-9 cover the asymptotic equipartition property, data compression and channel capacity culminating in the capacity of the Gaussian channel. Chapters 10-17 include rate distortion, the method of types, Kolmogorov complexity, network information theory, universal source coding and portfolio theory. The first edition of this book is the most successful book on Information Theory on the market today. Adoptions have remained strong since the book's publication in 1991.
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