RSM simplified : optimizing processes using response surface methods for design of experiments
著者
書誌事項
RSM simplified : optimizing processes using response surface methods for design of experiments
CRC Press, c2005
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注記
"A Productivity Press Book."
Bibliography: p. 273-278
Includes index
内容説明・目次
内容説明
RSM Simplified keeps formulas to a minimum and makes liberal use of figures, charts, graphs and checklists. It offers many relevant examples, with amusing sidebars and do-it-yourself exercises that will lead readers to the peak potential for their product quality and process efficiency. The authors, Mark J. Anderson and Patrick J. Whitcomb, are principals of Stat-Ease, a provider of DOE training, consulting, and software. They both are professional chemical engineers. Anderson has more of a business background while Whitcomb specializes in statistics.
Incorporated into this book is the more advanced Design-Expert, version 7 software for Windows, with a 180-day trial, so the reader can do the complex statistical computations, generate the necessary graphics (2D and 3D maps) and perform the numerical optimization.
目次
Preface
Chapter 1: Introduction to the Beauty of Response Surface Methods
Chapter 2: Lessons to Learn from Happenstance Regression
Chapter 3: Factorials to set the stage for more glamorous RSM Designs
Chapter 4: Central Composite Design: Stars Added-RSM Show Begins
Chapter 5: Three-Level Designs
Chapter 6: Finding your sweet spot for multiple responses
Chapter 7: Computer-generated optimal designs
Chapter 8: Everything you should know about CCDs (but dare not ask!)
Chapter 9: RSM for Six Sigma
Chapter 10: Other Applications for RSM
Chapter 11: Applying RSM to Mixtures
Glossary
References
About the authors
Index
About the Software
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