Main Title |
Response surfaces, mixtures, and ridge analyses / |
Author |
Box, George E. P.
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Other Authors |
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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
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Internet Access |
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Holdings |
Library |
Call Number |
Additional Info |
Location |
Last Modified |
Checkout Status |
EKBM |
QA279.B67 2007 |
|
Research Triangle Park Library/RTP, NC |
12/05/2011 |
|
Edition |
2nd ed. |
Collation |
xiv, 857 pages : illustrations ; 26 cm. |
Notes |
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. |
Place Published |
Hoboken, N.J. |
Title Ser Add Ent |
Wiley series in probability and statistics. |
PUB Date Free Form |
c2007 |
Series Title Untraced |
Wiley series in probability and statistics |
Ti Tra Differently |
Empirical model-building and response surfaces. |
BIB Level |
m |
Cataloging Source |
OCLC/T |
LCCN |
2006043975 |
Merged OCLC records |
977827368; 979945922; 980151158 |
OCLC Time Stamp |
20111130092317 |
Language |
eng |
Origin |
OCLC |
Type |
CAT |
OCLC Rec Leader |
03605cam 2200541 a 45020 |