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" Optimal design and related areas in optimization and statistics "
edited by Luc Pronzato, Anatoly Zhigljavsky
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BL
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| Record Number
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655706
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dltt
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| Title & Author
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Optimal design and related areas in optimization and statistics\ edited by Luc Pronzato, Anatoly Zhigljavsky
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| Publication Statement
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New York ;London :: Springer,, c2009
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| Series Statement
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Springer optimization and its applications ;; vol. 28
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| Page. NO
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1 online resource (xv, 224 p.) :: ill
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| ISBN
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9780387799360
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: 0387799362
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9780387799353
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0387799354
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Includes bibliographical references and index
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| Contents
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1. W-Iterations and Ripples Therefrom; 2. Studying Convergence of Gradient Algorithms Via Optimal Experimental Design Theory; 3. A Dynamical-System Analysis of the Optimum s-Gradient Algorithm; 4. Bivariate Dependence Orderings for Unordered Categorical Variables; 5. Methods in Algebraic Statistics for the Design of Experiments; 6. The Geometry of Causal Probability Trees that are Algebraically Constrained; 7. Bayes Nets of time Series: Stochastic Realizations and Projections; 8. Asymptotic Normality of Nonlinear Leasy Squares under Singular Experimental Designs
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| Abstract
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This edited volume, dedicated to Henry P. Wynn, reflects his broad range of research interests, focusing in particular on the applications of optimal design theory in optimization and statistics. It covers algorithms for constructing optimal experimental designs, general gradient-type algorithms for convex optimization, majorization and stochastic ordering, algebraic statistics, Bayesian networks and nonlinear regression. Written by leading specialists in the field, each chapter contains a survey of the existing literature along with substantial new material. This work will appeal to both the
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| Subject
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Optimal designs (Statistics)
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Mathematical optimization
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| LC Classification
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QA279.O667 2009
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| Added Entry
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Pronzato, Luc,1959-
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Zhigli︠a︡vskiĭ, A. A., (Anatoliĭ Aleksandrovich)
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