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Response Surface Methodology: Process and Product Optimization Using Designed Experiments,Used
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Gets you quickly up and running with the full range of powerful statistical experimental design, modeling, and optimization techniquesCoauthored by widely recognized experts in the fields of quality control and the design of experiments, this book is a practical guide to Response Surface Methodology (RSM)the process of identifying and fitting an appropriate response surface model from experimental data. While in the opening chapters the authors lay down the basic conceptual groundwork preliminary to a working understanding of the methods described, the bulk of the book is devoted to providing students and professionals with clear, stepbystep guidance on the use of powerful statistical and empirical modeling techniques that have proven their efficacy in industry. Throughout, numerous realworld examples help illuminate critical points covered, and chapterend problems help you to gauge your command of the concepts and procedures described. Important topics covered include: Twolevel factorial and fractional factorial designs Empirical modeling using regression techniques Elementary optimization methods Classical and modern response surface designs Robust parameter design methodology Mixture experiments Computeraided design and problemsolving techniques And much moreProviding clear, handson guidance to the application of some of today's most useful techniques, Response Surface Methodology is an essential working resource for process development and quality engineering professionals, engineering designers, product formulators, engineers, chemists, and all those whose professional activities involve the design of experiments.
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