Interpolation and Extrapolation Optimal Designs 2 eBook
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Interpolation and Extrapolation Optimal Designs 2

Finite Dimensional General Models

Michel Broniatowski, Giorgio Celant


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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.

About the book
Author
Michel  Broniatowski , Giorgio  Celant
Imprint
Wiley-ISTE
Collection
n.c
Publication date
2017-04-12
Pages
320 pages
Print ISBN
9781786300546
Language
English
Ebook informations
EAN PDF
9781119422365
Price
£146.59
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Copy count 0
Print count 320
File size 3318 Ko
Ce livre est accessible aux handicaps   Informations accessibility
EAN EPUB
9781119422341
Price
£146.59
Read more
Copy count 0
Print count 320
File size 20511 Ko
Ce livre est accessible aux handicaps   Informations accessibility
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