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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| Main Authors: | , , , |
|---|---|
| Corporate Author: | |
| Format: | eBook |
| Language: | English |
| Published: |
New Delhi
Springer India Imprint: Springer
2014.
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| Series: | Lecture Notes in Statistics,
1028 |
| Subjects: | |
| Online Access: | Click here to view the full text content |
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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.