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Titlebook: Maximum Entropy and Bayesian Methods; Seattle, 1991 C. Ray Smith,Gary J. Erickson,Paul O. Neudorfer Book 1992 Springer Science+Business Med

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書目名稱Maximum Entropy and Bayesian Methods
副標(biāo)題Seattle, 1991
編輯C. Ray Smith,Gary J. Erickson,Paul O. Neudorfer
視頻videohttp://file.papertrans.cn/628/627904/627904.mp4
叢書名稱Fundamental Theories of Physics
圖書封面Titlebook: Maximum Entropy and Bayesian Methods; Seattle, 1991 C. Ray Smith,Gary J. Erickson,Paul O. Neudorfer Book 1992 Springer Science+Business Med
描述Bayesian probability theory and maximum entropy methods are atthe core of a new view of scientific inference. These `new‘ ideas,along with the revolution in computational methods afforded by moderncomputers, allow astronomers, electrical engineers, image processorsof any type, NMR chemists and physicists, and anyone at all who has todeal with incomplete and noisy data, to take advantage of methodsthat, in the past, have been applied only in some areas of theoreticalphysics. .This volume records the Proceedings of Eleventh Annual `MaximumEntropy‘ Workshop, held at Seattle University in June, 1991. Theseworkshops have been the focus of a group of researchers from manydifferent fields, and this diversity is evident in this volume. Thereare tutorial papers, theoretical papers, and applications in a verywide variety of fields. Almost any instance of dealing with incompleteand noisy data can be usefully treated by these methods, and manyareas of theoretical research are being enhanced by the thoughtfulapplication of Bayes‘ theorem. The contributions contained in thisvolume present a state-of-the-art review that will be influential anduseful for many years to come. .
出版日期Book 1992
關(guān)鍵詞Interpolation; Likelihood; MATLAB; calculus; logic; maximum entropy method; modeling; economic geology
版次1
doihttps://doi.org/10.1007/978-94-017-2219-3
isbn_softcover978-90-481-4220-0
isbn_ebook978-94-017-2219-3Series ISSN 0168-1222 Series E-ISSN 2365-6425
issn_series 0168-1222
copyrightSpringer Science+Business Media Dordrecht 1992
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https://doi.org/10.1007/978-94-017-2219-3Interpolation; Likelihood; MATLAB; calculus; logic; maximum entropy method; modeling; economic geology
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Fundamental Theories of Physicshttp://image.papertrans.cn/m/image/627904.jpg
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Dimensional Analysis in Data Modelling, of independent dimensionless factors that should be used as the major variables of the model in place of the original measurements. There are fewer of these than the originals and they may have a more appropriate interpretation. The technique is described briefly and its proposed role in data analysis and regression illustrated with an example.
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Entropy and Sunspots: Their Bearing on Time-Series,ve of the MaxEnt prior for a positive, additive image. We discuss its . and . in the course of an analysis of the large database of Wolf sunspot numbers. An important ingredient in this analysis is the hypothesis that sunspot number represents a rectified measurement of the underlying solar magnetic cycle.
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placement, problems of optimal consumption of natural resources, and applications of control theory to economics. The book contains new results that were not available when the first edition was published, as well as an expansion of the material on stochastic optimal control theory..
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