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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...
| Clasificación: | Libro Electrónico |
|---|---|
| Autores principales: | , , , |
| Autor Corporativo: | |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
New Delhi :
Springer India : Imprint: Springer,
2014.
|
| Edición: | 1st ed. 2014. |
| Colección: | Lecture Notes in Statistics,
1028 |
| Temas: | |
| Acceso en línea: | Texto Completo |
Tabla de Contenidos:
- 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.