Interpolation and Extrapolation Optimal Designs 2

Finite Dimensional General Models

Nonfiction, Science & Nature, Mathematics, Applied
Cover of the book Interpolation and Extrapolation Optimal Designs 2 by Giorgio Celant, Michel Broniatowski, Wiley
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Author: Giorgio Celant, Michel Broniatowski ISBN: 9781119422341
Publisher: Wiley Publication: April 12, 2017
Imprint: Wiley-ISTE Language: English
Author: Giorgio Celant, Michel Broniatowski
ISBN: 9781119422341
Publisher: Wiley
Publication: April 12, 2017
Imprint: Wiley-ISTE
Language: English

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.

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

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.

More books from Wiley

Cover of the book John Adair's 100 Greatest Ideas for Effective Leadership by Giorgio Celant, Michel Broniatowski
Cover of the book A Companion to Donald Davidson by Giorgio Celant, Michel Broniatowski
Cover of the book Modeling and Simulation in Polymer Reaction Engineering by Giorgio Celant, Michel Broniatowski
Cover of the book Nonlinear Systems and Optimization for the Chemical Engineer by Giorgio Celant, Michel Broniatowski
Cover of the book Never Get a "Real" Job by Giorgio Celant, Michel Broniatowski
Cover of the book Fluid Mechanics by Giorgio Celant, Michel Broniatowski
Cover of the book Where the Domino Fell by Giorgio Celant, Michel Broniatowski
Cover of the book Intermediate Organic Chemistry by Giorgio Celant, Michel Broniatowski
Cover of the book Statistical Methods for Evaluating Safety in Medical Product Development by Giorgio Celant, Michel Broniatowski
Cover of the book Optical Communication with Chaotic Lasers by Giorgio Celant, Michel Broniatowski
Cover of the book Flee 9-5 by Giorgio Celant, Michel Broniatowski
Cover of the book Skeletal Variation and Adaptation in Europeans by Giorgio Celant, Michel Broniatowski
Cover of the book CFP Board Financial Planning Competency Handbook by Giorgio Celant, Michel Broniatowski
Cover of the book Modelling Under Risk and Uncertainty by Giorgio Celant, Michel Broniatowski
Cover of the book Shakespeare and Music by Giorgio Celant, Michel Broniatowski
We use our own "cookies" and third party cookies to improve services and to see statistical information. By using this website, you agree to our Privacy Policy