Optimal Experimental Design for Non-Linear Models Theory and Applications /

This book tackles the Optimal Non-Linear Experimental Design problem from an applications perspective. At the same time it offers extensive mathematical background material that avoids technicalities, making it accessible to non-mathematicians: Biologists, Medical Statisticians, Sociologists, Engine...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Kitsos, Christos P. (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2013.
Edición:1st ed. 2013.
Colección:SpringerBriefs in Statistics,
Temas:
Statistics .
Statistics.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • 1.Introduction
  • 2. Motivation
  • 3.Locally Optimal Designs
  • 4.Static Design
  • 5.Sequential Designs
  • 6.Approximate Confidence Regions
  • 7.Working with Data: Simulation Studies
  • 8.A Case Study: Optimal Designs in Rythmometry
  • 9.Discussion
  • References
  • A1.Caratheodory's Theorem
  • A2.Silvapulle's Theorem
  • A3.Conditional Inverse
  • A4.Simulation I Results, Tables 7.1 - 7.5
  • A5.Simulation II Results, Tables 7.7 - 7.14.

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