Optimal design and related areas in optimization and statistics
General Material Designation
[Book]
First Statement of Responsibility
edited by Luc Pronzato, Anatoly Zhigljavsky
.PUBLICATION, DISTRIBUTION, ETC
Place of Publication, Distribution, etc.
London :
Name of Publisher, Distributor, etc.
Springer,
Date of Publication, Distribution, etc.
c2009
PHYSICAL DESCRIPTION
Specific Material Designation and Extent of Item
1 online resource (xv, 224 p.) :
Other Physical Details
ill
SERIES
Series Title
Springer optimization and its applications ;
Volume Designation
vol. 28
INTERNAL BIBLIOGRAPHIES/INDEXES NOTE
Text of Note
Includes bibliographical references and index
CONTENTS NOTE
Text of Note
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
0
SUMMARY OR ABSTRACT
Text of Note
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
OTHER EDITION IN ANOTHER MEDIUM
Title
Optimal design and related areas in optimization and statistics.
International Standard Book Number
0387799354
PIECE
Title
SpringerLink
TOPICAL NAME USED AS SUBJECT
Mathematical optimization
Optimal designs (Statistics)
LIBRARY OF CONGRESS CLASSIFICATION
Class number
QA279
Book number
.
O667
2009
PERSONAL NAME - ALTERNATIVE RESPONSIBILITY
Pronzato, Luc,1959-
Zhigli︠a︡vskiĭ, A. A., (Anatoliĭ Aleksandrovich)