Optimal Mixture Experiments

• Κύριοι συγγραφείς: Sinha, B.K (Συγγραφέας), Mandal, N.K (Συγγραφέας), Pal, Manisha (Συγγραφέας), Das, P. (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: New Delhi : Springer India : Imprint: Springer, 2014.
• Σειρά: Lecture Notes in Statistics, 1028
• Θέματα: Statistics.; Mathematical optimization.; Statistical Theory and Methods.; Statistics for Business/Economics/Mathematical Finance/Insurance.; Optimization.

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...

Πίνακας περιεχομένων:

• 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.