TY - BOOK AU - Cover, Thomas M AU - Thomas, Joy A TI - Elements of Information Theory SN - 9788126541942 U1 - 003.54 PY - 2016///,c2006 CY - New Delhi PB - Wiley India Pvt. Ltd. India KW - CSE N1 - 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 ER -