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Book Cover
Book
Author Myers, Raymond H.

Title Response surface methodology : process and product optimization using designed experiments / Raymond H. Myers, Douglas C. Montgomery
Published New York : Wiley, [1995]
©1995

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Location Call no. Vol. Availability
 W'PONDS  519.5 Mye/Rsm  AVAILABLE
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)