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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| Autor principal: | |
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| Formato: | Livre numérique |
| Idioma: | Anglais |
| Publicado em: |
New York, NY :
Springer New York
[20..].
Cham : Springer Nature |
| Edição: | 1st ed. 2006. |
| coleção: | Lecture Notes in Statistics
184 |
| Assuntos: | |
| Acesso em linha: | Accès sur la plateforme de l'éditeur Accès sur la plateforme Istex Accès Université d'Orléans Accès INSA CVL |
| Nota: |
Description d'après consultation du 28 mars 2011 Archives Springer e-books (Licence nationale) Archives Springer e-books (Licence nationale) |
| Autres localisations: | Voir dans le Sudoc |
| Edition sous un autre format: | • Functional approach to optimal experimental design, Viatcheslav B. Melas, New York, Springer, 2006, 1 vol. (IX-333 p.), Lecture notes in statistics, 978-0387-98741-5 • MAXDATA, a time series database system, Wilhelm A. Hennerkes, Berlin, Springer, 1990, XIII-150 p., 3-540-52209-3 • Functional approach to optimal experimental design, Viatcheslav B. Melas, New York, Springer, 2006, 1 vol. (IX-333 p.), Lecture notes in statistics, 978-0387-98741-5 |
| Resumo: | 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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| Descrição do item: | Description d'après consultation du 28 mars 2011 Archives Springer e-books (Licence nationale) Archives Springer e-books (Licence nationale) |
| Bibliografia: | Bibiogr. p. 321-330. Index |
| ISBN: | 9780387316109 (PDF) |
| ISSN: | 2197-7186 |
| Acesso: | Accès en ligne pour les établissements français bénéficiaires des licences nationales Accès soumis à abonnement pour tout autre établissement Conditions particulières de réutilisation pour les bénéficiaires des licences nationales. https://www.licencesnationales.fr/springer-nature-ebooks-contrat-licence-ln-2017 |