Screen LibraryResponse surfaces, mixtures, and ridge analyses
'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 exercise...
Saved in:
| Main Authors: | |
|---|---|
| Corporate Authors: | |
| Group Author: | |
| Published: |
|
| Literature type: | Electronic eBook |
| Language: | English |
| Edition: | 2nd ed. |
| Series: |
Wiley series in probability and statistics
|
| Subjects: | |
| Online Access: |
http://onlinelibrary.wiley.com/book/10.1002/0470072768 |
| Summary: |
'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. |
| Carrier Form: | 1 online resource (xiv, 857 pages) : illustrations |
| Bibliography: | Includes bibliographical references (pages 757-850) and indexes. |
| ISBN: |
9780470072769 0470072768 9780470072752 (electronic bk.) 047007275X (electronic bk.) |
| Index Number: | QA279 |
| CLC: | O212.6 |
| Contents: | 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. |