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Paperback Universal Estimation of Information Measures for Analog Sources Book
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ISBN: 1601982305

ISBN13: 9781601982308

Universal Estimation of Information Measures for Analog Sources

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Entropy, mutual information and divergence measure the randomness, dependence and dissimilarity, respectively, of random objects. In addition to their prominent role in information theory, they have found numerous applications, among others, in probability theory statistics, physics, chemistry, molecular biology, ecology, bioinformatics, neuroscience, machine learning, linguistics, and finance. Many of these applications require a universal estimate...

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