Interpolation and Extrapolation Optimal Designs 2 by Giorgio Celant

Interpolation and Extrapolation Optimal Designs 2 by Giorgio Celant

This book considers various extensions of the topics treated in the first volume of this series, in relation to the class of models and the type of criterion for optimality. The regressors are supposed to belong to a generic finite dimensional Haar linear space, which substitutes for the classical polynomial case. The estimation pertains to a general linear form of the coefficients of the model, extending the interpolation and extrapolation framework; the errors in the model may be correlated, and the model may be heteroscedastic. Non-linear models, as well as multivariate ones, are briefly discussed. The book focuses to a large extent on criteria for optimality, and an entire chapter presents algorithms leading to optimal designs in multivariate models. Elfving’s theory and the theorem of equivalence are presented extensively. The volume presents an account of the theory of the approximation of real valued functions, which makes it self-consistent.

G Celant, Associate Professor of Statistics, University of Padova, Italy.

Michel Broniatowski, Professor of Statistics, Universitei Pierre et Marie Curie, Paris, France.

SKU	Nicht verfügbar
ISBN 13	9781786300546
ISBN 10	1786300540
Titel	Interpolation and Extrapolation Optimal Designs 2
Autor	Giorgio Celant
Buchzustand	Nicht verfügbar
Bindungsart	Hardback
Verlag	ISTE Ltd and John Wiley & Sons Inc
Erscheinungsjahr	2017-04-04
Seitenanzahl	320
Hinweis auf dem Einband	Die Abbildung des Buches dient nur Illustrationszwecken, die tatsächliche Bindung, das Cover und die Auflage können sich davon unterscheiden.
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