Optimal mixture experiments /

The book dwells mainly on the optimality aspects of mixture designs. As mixture models are a special case of regression models, a general discussion on regression designs has been presented, which includes topics like continuous designs, de la Garza phenomenon, Loewner order domination, Equivalence...

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Bibliographic Details
Main Authors: Sinha, B.K (Author), Mandal, N.K (Author), Pal, Manisha (Author), Das, P. (Author)
Corporate Author: SpringerLink (Online service)
Format: eBook
Language:English
Published: New Delhi Springer India Imprint: Springer 2014.
Series:Lecture Notes in Statistics, 1028
Subjects:
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Table of Contents:
  • Chapter 1. Mixture Models and Mixture Designs: Scope of the Monograph
  • Chapter 2. Optimal Regression Designs
  • Chapter 3. Parameter Estimation in Linear and Quadratic Mixture Models
  • Chapter 4. Optimal Mixture Designs for Estimation of Natural Parameters in Scheffé's Model
  • Chapter 5. Optimal Mixture Designs for Estimation of Natural Parameters in Scheffé's Model under Constrained Factor Space
  • Chapter 6. Optimal Mixture Designs for Estimation of Natural Parameters in Other Mixture Models
  • Chapter 7. Optimal Designs for Estimation of Optimum Mixture in Scheffé's Quadratic Model
  • Chapter 8. More on Estimation of Optimum Mixture in Scheffé's Quadratic Model
  • Chapter 9. Optimal Designs for Estimation of Optimum Mixture in Scheffé's Quadratic Model under Constrained Factor Space
  • Chapter 10. Optimal Designs for Estimation of Optimum Mixture under Darroch-Waller and Log-Contrast Models
  • Chapter 11. Applications of Mixture Experiments
  • Chapter 12. Miscellaneous Topics: Robust mixtures, random regression coefficients, multiresponse experiments, mixture-amount models, blocking in mixture designs.