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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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Melas, Viatcheslav B. (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: New York, NY : Springer New York : Imprint: Springer, 2006.
Edición:1st ed. 2006.
Colección:Lecture Notes in Statistics, 184
Temas:
Statistics .
Biometry.
Computer simulation.
Mathematical optimization.
Statistical Theory and Methods.
Statistics in Engineering, Physics, Computer Science, Chemistry and Earth Sciences.
Biostatistics.
Computer Modelling.
Optimization.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • 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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