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Response surface methodology : process and product optimization using designed experiments / Raymond H Myers, Douglas C Montgomery and Christine M Anderson-Cook

By: Myers, Raymond H.
Contributor(s): Montgomery, Douglas C [author] | Anderson-Cook, Christine M [author].
Series: Wiley series in probability and statistics.Publisher: New Jersey : John Wiley, c2016Edition: 4th ed.Description: xv, 825 p. : illustrations ; 26 cm.ISBN: 9781118916018.Subject(s): Experimental design | Response surfaces (Statistics)DDC classification: 000SA.27
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 second-order response surfaces -- 7. Multiple response optimization -- 8. Design of experiments for fitting response surfaces-I -- 9. Experimental designs for fitting response surfaces-II -- 10. Advanced topics in response surface methodology -- 11. Robust parameter design and process robustness studies -- 12. Experiments with mixtures -- 13. Other mixture design and analysis techniques -- Appendices -- References -- Index.
Summary: The Fourth Edition of Response Surface Methodology: Process and Product Optimization Using Designed Experiments presents updated coverage on the underlying theory and applications of response surface methodology (RSM). Providing the assumptions and conditions necessary to successfully apply RSM in modern applications, the new edition covers classical and modern response surface designs inorder to present a clear connection between the designs and analyses in RSM.
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Item type Current location Call number Status Date due Barcode Item holds
Books Books ISI Library, Kolkata
 
000SA.27 M996 (Browse shelf) Available 136766
Total holds: 0

Includes bibliographical references and index.

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 second-order response surfaces --
7. Multiple response optimization --
8. Design of experiments for fitting response surfaces-I --
9. Experimental designs for fitting response surfaces-II --
10. Advanced topics in response surface methodology --
11. Robust parameter design and process robustness studies --
12. Experiments with mixtures --
13. Other mixture design and analysis techniques --
Appendices --
References --
Index.

The Fourth Edition of Response Surface Methodology: Process and Product Optimization Using Designed Experiments presents updated coverage on the underlying theory and applications of response surface methodology (RSM). Providing the assumptions and conditions necessary to successfully apply RSM in modern applications, the new edition covers classical and modern response surface designs inorder to present a clear connection between the designs and analyses in RSM.

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