Description |
xiv, 700 pages : illustrations ; 25 cm |
Series |
Wiley series in probability and statistics.. Applied probability and statistics |
|
Wiley series in probability and statistics. Applied probability and statistics.
|
Contents |
1. Introduction -- 2. Building Empirical Models -- 3. Two-Level Factorial Designs -- 4. Two-Level Fractional Factorial Designs -- 5. Process Improvement with Steepest Ascent -- 6. The Analysis of Response Surfaces -- 7. Experimental Designs for Fitting Response Surfaces - I -- 8. Experimental Designs for Fitting Response Surfaces - II -- 9. Miscellaneous Response Surface Topics -- 10. Response Surface Methods and Taguchi's Robust Parameter Design -- 11. Experiments with Mixtures -- 12. Other Mixture Design and Analysis Techniques -- 13. Continuous Process Improvement with Evolutionary Operation -- Appendix 1. Variable Selection and Model-Building in Regression -- Appendix 2. Multicollinearity and Biased Estimation in Regression -- Appendix 3. Robust Regression -- Appendix 4. Some Mathematical Insights into Ridge Analysis -- Appendix 5. Moment Matrix of a Rotatable Design -- Appendix 6. Rotatability of a Second-Order Equiradial Design |
|
Appendix 7. Relationship Between D-Optimality and the Volume of a Joint Confidence Ellipsoid on [beta] -- Appendix 8. Relationship Between Maximum Prediction Variance in a Region and the Number of Parameters -- Appendix 9. The Development of Equation (8.21) -- Appendix 10. Determination of Data Augmentation Result (Choice of x[subscript r + 1] for the Sequential Development of a D-Optimal Design) |
Analysis |
Statistics |
Notes |
"A Wiley-Interscience publication." |
Bibliography |
Includes bibliographical references (pages 689-695) and index |
Subject |
Experimental design.
|
|
Response surfaces (Statistics)
|
Author |
Montgomery, Douglas C.
|
LC no. |
94045548 |
ISBN |
0471581003 (acid-free paper) |
|