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Response Surface Methodology : Process and Product Optimization Using Designed Experiments (Hardcover)
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Complete with updates that capture the important advances in the field of experimental design,Response Surface Methodology, Fourth Edition successfully provides a basic foundation for understanding and implementing response surface methodology (RSM) in modern applications. The book continues to outline the essential statistical experimental design fundamentals, regression modeling techniques, and elementary optimization methods that are needed to fit a response surface model from experimental data. With its wealth of new examples and use of the most up-to-date software packages (now including JMP(R) and R), this book serves as a complete and modern introduction to RSM and its uses across scientific and industrial research.This new edition maintains its accessible approach to RSM, with coverage of classical and modern response surface designs. Numerous new developments in RSM are also treated in full, including optimal designs for RSM, robust design, methods for design evaluation, computer-generated designs, non-normal responses, and missing data as well as the expanded integration of these concepts into computer software.