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Optimal Design and Related Areas in Optimization and Statistics

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...

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Bibliographic Details
Other Authors: Pronzato, Luc (Editor), Zhigljavsky, Anatoly (Editor)
Format: eBook
Language:English
Published: New York, NY Springer New York 2009, 2009
Edition:1st ed. 2009
Series:Springer Optimization and Its Applications
Subjects:
Operations Research, Management Science
Operations Research
Optimization
Management Science
Statistics 
Algorithms
Probability Theory
Statistics
Mathematical Optimization
Probabilities
Online Access:
Collection: Springer eBooks 2005- - Collection details see MPG.ReNa
Table of Contents:
  • W-Iterations and Ripples Therefrom
  • Studying Convergence of Gradient Algorithms Via Optimal Experimental Design Theory
  • A Dynamical-System Analysis of the Optimum s-Gradient Algorithm
  • Bivariate Dependence Orderings for Unordered Categorical Variables
  • Methods in Algebraic Statistics for the Design of Experiments
  • The Geometry of Causal Probability Trees that are Algebraically Constrained
  • Bayes Nets of Time Series: Stochastic Realizations and Projections
  • Asymptotic Normality of Nonlinear Least Squares under Singular Experimental Designs
  • Robust Estimators in Non-linear Regression Models with Long-Range Dependence

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