| Description |
1 online resource (336 pages) |
| Contents |
Front Cover; Dedication; Contents; List of Figures; List of Tables; Preface; Author; Chapter 1 -- INTRODUCTION; Chapter 2 -- ROBUST FIRST-ORDER DESIGNS; Chapter 3 -- ROBUST SECOND-ORDER DESIGNS; Chapter 4 -- ROBUST REGRESSION DESIGNS FOR NON-NORMAL DISTRIBUTIONS; Chapter 5 -- WEAKLY ROBUST ROTATABLE DESIGNS; Chapter 6 -- ROBUST SECOND-ORDER SLOPE ROTATABILITY; Chapter 7 -- OPTIMAL ROBUST SECOND-ORDER SLOPE ROTATABLE DESIGNS; Chapter 8 -- ROBUST SECOND-ORDER SLOPE-ROTATABILITY MEASURES; Chapter 9 -- REGRESSION ANALYSES WITH CORRELATED ERRORS AND APPLICATIONS |
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Chapter 10 -- POSITIVE DATA ANALYSES VIA LOG-NORMAL AND GAMMA MODELSChapter 11 -- GENERAL CONCLUSIONS AND DISCUSSIONS; APPENDIX; Bibliography; Back Cover |
| Summary |
Although widely used in science and technology for experimental data generating, modeling, and optimization, the response surface methodology (RSM) has many limitations. Showing how robust response surface methodology (RRSM) can overcome these limitations, Robust Response Surfaces, Regression, and Positive Data Analyses presents RRS designs, along with the relevant regression and positive data analysis techniques. It explains how to use RRSM in experimental designs and regression analysis. The book addresses problems of RRS designs, such as rotatability, slope-rotatability, weak rotatability, and optimality. It describes methods for estimating model parameters as well as positive data analysis techniques. The author illustrates the concepts and methods with real examples of lifetime responses, resistivity, replicated measures, and more. The range of topics and applications gives the book broad appeal both to theoreticians and practicing professionals. The book helps quality engineers, scientists in any area, medical practitioners, demographers, economists, and statisticians understand the theory and applications of RRSM. It can also be used in a second course on the design of experiments |
| Notes |
Copyright © Chapman and Hall/CRC 2014 2014 |
| Issuing Body |
Made available through: Safari, an O'Reilly Media Company |
| Notes |
Online resource; Title from title page (viewed May 21, 2014) |
| Subject |
Experimental design.
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Regression analysis.
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Response surfaces (Statistics)
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Research Design
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Regression Analysis
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Experimental design
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Regression analysis
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Response surfaces (Statistics)
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| Form |
Electronic book
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| Author |
Safari, an O'Reilly Media Company
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