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 Chronic Pelvic Pain by Giorgio Celant, Michel Broniatowski
Cover of the book Dawn-Dusk Asymmetries in Planetary Plasma Environments by Giorgio Celant, Michel Broniatowski
Cover of the book Landscape Site Grading Principles by Giorgio Celant, Michel Broniatowski
Cover of the book Modernism by Giorgio Celant, Michel Broniatowski
Cover of the book Handbook for Construction Planning and Scheduling by Giorgio Celant, Michel Broniatowski
Cover of the book The One-Page Project Manager for Execution by Giorgio Celant, Michel Broniatowski
Cover of the book History and Philosophy of Psychology by Giorgio Celant, Michel Broniatowski
Cover of the book Probability and Random Processes by Giorgio Celant, Michel Broniatowski
Cover of the book Market Timing For Dummies by Giorgio Celant, Michel Broniatowski
Cover of the book How Structures Work by Giorgio Celant, Michel Broniatowski
Cover of the book Developmental Psychopathology, Theory and Method by Giorgio Celant, Michel Broniatowski
Cover of the book Lead the Work by Giorgio Celant, Michel Broniatowski
Cover of the book Electromagnetic Modeling and Simulation by Giorgio Celant, Michel Broniatowski
Cover of the book Making Sense of Agile Project Management by Giorgio Celant, Michel Broniatowski
Cover of the book Exceptional Selling 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