Design of Experiments in Nonlinear Models

Language: English

Published by Springer, Springer Apr 2013, 2013

1461463629 / 9781461463627

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This item is printed on demand - Print on Demand Titel. Neuware -Design of Experiments in Nonlinear Models: Asymptotic Normality, Optimality Criteria and Small-Sample Properties provides a comprehensivecoverage of the various aspects of experimental design for nonlinear models. The book contains original contributions to the theory of optimal experiments that will interest students and researchers in the field. Practitionners motivated by applications will find valuable tools to help them designing their experiments.The first three chapters expose theconnections between the asymptotic properties of estimators in parametric models and experimental design, with more emphasis than usual on some particular aspects like the estimation of a nonlinear function of the model parameters,models with heteroscedastic errors, etc. Classical optimality criteriabased on those asymptotic properties are then presented thoroughly in a special chapter.Three chapters are dedicated to specificissues raised by nonlinear models. The construction of designcriteria derived from non-asymptotic considerations (small-sample situation) is detailed. The connection between design and identifiability/estimability issues is investigated. Several approaches are presented to face the problem caused by the dependence of an optimal design on the value of the parameters to be estimated.A survey of algorithmic methods for the construction of optimal designs is provided.Springer-Verlag KG, Sachsenplatz 4-6, 1201 Wien 416 pp. Englisch.…

Seller Inventory # 9781461463627

Title
Design of Experiments in Nonlinear Models
Author
Luc Pronzato
Publisher
Springer, Springer Apr 2013
Publication year
2013
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
1461463629
ISBN 13
9781461463627
Item weight
628 grams
Dimensions
235x155x23 mm

buchversandmimpf2000

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