Optimal Design and Related Areas in Optimization and Statistics

• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Άλλοι συγγραφείς: Pronzato, Luc (Επιμελητής έκδοσης), Zhigljavsky, Anatoly (Επιμελητής έκδοσης)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: New York, NY : Springer New York, 2009.
• Σειρά: Springer Optimization and Its Applications, 28
• Θέματα: Mathematics.; Algorithms.; Mathematical optimization.; Operations research.; Management science.; Probabilities.; Statistics.; Optimization.; Probability Theory and Stochastic Processes.; Operations Research, Management Science.; Statistics, general.; Algorithm Analysis and Problem Complexity.

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...

Πίνακας περιεχομένων:

• 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.