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Functional approach to optimal experimental design
The book presents a novel approach for studying optimal experimental designs. The functional approach consists of representing support points of the designs by Taylor series. It is thoroughly explained for many linear and nonlinear regression models popular in practice including polynomial, trigonom...
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| Auteur principal : | |
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| Format : | Livre |
| Langue : | anglais |
| Titre complet : | Functional approach to optimal experimental design / Viatcheslav B. Melas |
| Publié : |
New York, NY :
Springer New York
, 2006 |
| Collection : | Lecture notes in statistics ; 184 |
| Titre de l'ensemble : | Lecture Notes in Statistics vol. 184 |
| Disponibilité : | L'accès complet au document est réservé aux usagers des établissements qui en ont fait l'acquisition |
| Contenu : | Fundamentals of the Optimal Experimental Design. The Functional Approach. Polynomial Models. Trigonometrical Models. D-Optimal Designs for Rational Models. D-Optimal Designs for Exponential Models. E- and c-Optimal Designs. The Monod Model |
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| Documents associés : | Autre format:
Functional approach to optimal experimental design |
| Résumé : | The book presents a novel approach for studying optimal experimental designs. The functional approach consists of representing support points of the designs by Taylor series. It is thoroughly explained for many linear and nonlinear regression models popular in practice including polynomial, trigonometrical, rational, and exponential models. Using the tables of coefficients of these series included in the book, a reader can construct optimal designs for specific models by hand. The book is suitable for researchers in statistics and especially in experimental design theory as well as to students and practitioners with a good mathematical background. Viatcheslav B. Melas is Professor of Statistics and Numerical Analysis at the St. Petersburg State University and the author of more than one hundred scientific articles and four books. He is an Associate Editor of the Journal of Statistical Planning and Inference and Co-Chair of the organizing committee of the 1st 5th St. Petersburg Workshops on Simulation (1994, 1996, 1998, 2001 and 2005) |
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| Notes : | L'impression du document génère 342 p. Description d'après consultation du 28 mars 2011 Titre provenant de la page de titre du document numérisé |
| Historique des publications : | Numérisation de l'édition de New York : Springer, cop. 2006 |
| Configuration requise : | Nécessite un lecteur de fichier PDF |
| Bibliographie : | Bibiogr. p. 321-330. Index |
| ISBN : | 978-0-387-31610-9 |