Maximum Entropy Models in Science and Engineering
Maximum Entropy Models in Science and Engineering
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Author(s): Kapur, J. N.
ISBN No.: 9780470214596
Pages: 636
Year: 199007
Format: Trade Cloth (Hard Cover)
Price: $ 204.93
Status: Out Of Print

Partial table of contents: Maximum-Entropy Probability Distributions: Principles, Formalism and Techniques. Maximum-Entropy Discrete Univariate Probability Distributions. Maximum-Entropy Discrete Multivariate Probability Distributions. Maximum-Entropy Continuous Multivariate Probability Distributions. Maximum-Entropy Distributions in Statistical Mechanics. Minimum Discrepancy Measures. Concavity (Convexity) of Maximum-Entropy (Minimum Information) Functions. Equivalence of Maximum-Entropy Principle and Gauss's Principle of Density Estimation.


Maximum-Entropy Principle and Contingency Tables. Maximum-Entropy Principle and Statistics. Maximum-Entropy Models in Regional and Urban Planning. Maximum-Entropy Models in Marketing and Elections. Maximum-Entropy Spectral Analysis. Maximum-Entropy Image Reconstruction. Maximum-Entropy Principle in Operations Research. References.


Author Index. Subject Index.


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