Functional approach to optimal experimental design

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 : Melas Viatcheslav Borisovich (Auteur)
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
Sujets :
Plans optimaux (statistique)
Plan d'expérience
Statistics
Statistics for Engineering, Physics, Computer Science, Chemistry & Geosciences
Statistical Theory and Methods
Statistics for Life Sciences, Medicine, Health Sciences
Simulation and Modeling
Optimization
Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences.
Documents associés : Autre format: Functional approach to optimal experimental design

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