Maximum Entropy Models in Science and Engineering
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品牌: J. N. Kapur
基本信息出版社:Wiley-Interscience; 1 (1990年7月27日)精装:635页正文语种:英语ISBN:0470214597条形码:9780470214596商品尺寸:16 x 3.8 x 24.3 cm商品重量:1.1 KgASIN:0470214597商品描述内容简介This text/reference presents practical maximum-entropy models used in both the hard and the soft sciences. The basic theory of the maximum-entropy principle is explained, followed by detailed applications in numerous areas of science, business and economics, including thermodynamics, mechanics, statistics, design of experiments, time-series analysis, queuing and decision theory. Contains more than 600 specially constructed exercises.目录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.