Cover, Thomas M creator Thomas, Joy A text xx New Delhi Wiley India Pvt. Ltd. India 2016,c2006 9999 2nd monographic und

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748 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. Contents • Introduction and Preview. • 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. CSE 003.54 COV 9788126541942 Allied Informatics, Jaipur BSDU 170602 20190314095733.0 0001903 English