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049 _aMAIN
100 1 _aCover, T. M.,
_d1938-2012,
_eauthor.
_1https://id.oclc.org/worldcat/entity/E39PBJtmyDvKP87h3XvbwCBMfq
245 1 0 _aElements of information theory /
_cThomas M. Cover, Joy A. Thomas.
250 _aSecond edition.
264 1 _aHoboken, N.J. :
_bWiley-Interscience,
_c[2006]
264 4 _c�2006
300 _a1 online resource (xxiii, 748 pages) :
_billustrations
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
520 _aCovers 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.
520 _a"The latest edition of this classic is updated with new problem sets and material The Second Edition of this fundamental textbook maintains the book's tradition of clear, thought-provoking instruction. Readers are provided once again with an instructive mix of mathematics, physics, statistics, and information theory. All the essential topics in information theory are covered in detail, including entropy, data compression, channel capacity, rate distortion, network information theory, and hypothesis testing. The authors provide readers with a solid understanding of the underlying theory and applications. Problem sets and a telegraphic summary at the end of each chapter further assist readers. The historical notes that follow each chapter recap the main points. The Second Edition features: * Chapters reorganized to improve teaching * 200 new problems * New material on source coding, portfolio theory, and feedback capacity * Updated references Now current and enhanced, the Second Edition of Elements of Information Theory remains the ideal textbook for upper-level undergraduate and graduate courses in electrical engineering, statistics, and telecommunications. An Instructor's Manual presenting detailed solutions to all the problems in the book is available from the Wiley editorial department."--Publisher's website.
504 _aIncludes bibliographical references (pages 689-721) and index.
505 0 _aEntropy, 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.
588 0 _aPrint version record.
546 _aEnglish.
590 _aJohn Wiley and Sons
_bWiley Online Library: Complete oBooks
650 0 _aInformation theory.
650 2 _aInformation Theory
650 6 _aTh�eorie de l'information.
650 7 _aCOMPUTERS
_xInformation Theory.
_2bisacsh
650 7 _aInformation theory
_2fast
650 7 _aEntropie
_gInformationstheorie
_2gnd
650 7 _aInformationstheorie
_2gnd
650 1 7 _aInformatietheorie.
_2gtt
_0(NL-LeOCL)07854498X
650 1 7 _aEntropie (informatietheorie)
_2gtt
_0(NL-LeOCL)078498058
700 1 _aThomas, Joy A.,
_eauthor.
758 _ihas work:
_aElements of information theory (Text)
_1https://id.oclc.org/worldcat/entity/E39PCGjchcMdFCdTWfPbVRKb8d
_4https://id.oclc.org/worldcat/ontology/hasWork
776 0 8 _iPrint version:
_aCover, T.M., 1938-
_tElements of information theory.
_b2nd ed.
_dHoboken, N.J. : Wiley-Interscience, �2006
_z0471241954
_w(DLC) 2005047799
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856 4 0 _uhttps://onlinelibrary.wiley.com/doi/book/10.1002/047174882X
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