Response Surfaces, Mixtures, and Ridge Analyses

Abstract

Preface to the Second Edition. Chapter 1. Introduction to response Surface Methodology. Chapter 2. The Use of Graduating Functions. Chapter 3. Least Squares for Response Surface Work. Chapter 4. Factorial Designs at Two Levels. Chapter 5. Blocking and Fractionating 2k Factorial Designs. Chapter 6. The Use of Steepest Ascent to Achieve Process Improvement. Chapter 7. Fitting Second-Order Models. Chapter 8. Adequacy of Estimation and the Use of Transformation. Chapter 9. Exploration of Maxima and Ridge Systems with Second-Oder Response Surfaces. Chapter 10. Occurrence and Elucidation of Ridge Systems, I. Chapter 11. Occurrence and Elucidation of Ridge Systems, II. Chapter 12. Ridge Analysis for Examining Second-Order Fitted Models, Unrestricted Case. Chapter 13. Design Aspects of Variance, Bias, and Lack of Fit. Chapter 14. Variance-Optimal Designs. Chapter 15. Practical Choice of a Response Surface Design. Chapter 16. Response Surfaces for Mixture Ingredients. Chapter 17. Mixture Experiments in Restricted Regions. Chapter 18. Other Mixture Methods and Topics. Chapter 19. Ridge Analysis for Examining Second-Order Fitted Models when there Are Linear Restrictions on the Experimental region. Chapter 20. Canonical Reduction of Second-Order Fitted Models Subject to Linear Restrictions. Answers to Exercises. Tables. Bibliography. Author Index. Subject Index.