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Main Title Response surfaces, mixtures, and ridge analyses /
Author Box, George E. P.
Other Authors
Author Title of a Work
Draper, Norman Richard.
Publisher John Wiley,
Year Published 2007
OCLC Number 65978684
ISBN 9780470053577; 0470053577
Subjects Experimental design ; Response surfaces (Statistics) ; Mixture distributions (Probability theory) ; Ridge regression (Statistics) ; Experimentelle Versuchsforschung--(DE-588)4488711-5 ; Lineares Modell--(DE-588)4134827-8 ; Ridge-Regression--(DE-588)4436517-2 ; Wirkungsfläche--(DE-588)4571724-2 ; Zusammengesetzte Verteilung--(DE-588)4191153-2 ; Matematisk statistik ; Sannolikhetskalkyl
Internet Access
Description Access URL
Contributor biographical information
Publisher description
Library Call Number Additional Info Location Last
EKBM  QA279.B67 2007 Research Triangle Park Library/RTP, NC 12/05/2011
Edition 2nd ed.
Collation xiv, 857 pages : illustrations ; 26 cm.
Includes bibliographical references (pages 757-850) and index.
Contents Notes
'Response Surfaces, Mixtures, and Ridge Analyses' introduces the general philosophy of a number of unique topics, including response surface methodology and details least squares for response surface work. Some newer results are presented for the first time, inclusive of real-life exercises and their solutions. 1. Introduction to response surface methodology -- 2. The use of graduating functions -- 3. Least squares for response surface work -- 4. Factorial designs at two levels -- 5. Blocking and fractionating 2[superscript k] factorial designs -- 6. The use of steepest ascent to achieve process improvement -- 7. Fitting second-order models -- 8. Adequacy of estimation and the use of transformation -- 9. Exploration of maxima and ridge systems with second-order response surface -- 10. Occurrence and elucidation of ridge systems, I -- 11. Occurrence and elucidation of ridge systems, II -- 12. Ridge analysis for examining second-order fitted models, unrestricted case -- 13. Design aspects of variance, bias, and lack of fit -- 14. Variance-optimal designs -- 15. Practical choice of a response surface design -- 16. Response surfaces for mixture ingredients -- 17. Mixture experiments in restricted regions -- 18. Other mixture methods and topics -- 19. Ridge analysis for examining second-order fitted models when there are linear restrictions on the experimental region -- 20. Canonical reduction of second-order fitted models subject to linear restrictions.