Response Surface Methodology: Process and Product Optimization Using Designed Experiments
John Wiley & Sons, 2009 - Mathematics - 680 pages
Praise for the Second Edition:
"This book [is for] anyone who would like a good, solidunderstanding of response surface methodology. The book is easy toread, easy to understand, and very applicable. The examples areexcellent and facilitate learning of the concepts andmethods."
Complete with updates that capture the important advances in thefield of experimental design, Response Surface Methodology,Third Edition successfully provides a basic foundation forunderstanding and implementing response surface methodology (RSM)in modern applications. The book continues to outline the essentialstatistical experimental design fundamentals, regression modelingtechniques, and elementary optimization methods that are needed tofit a response surface model from experimental data. With itswealth of new examples and use of the most up-to-date softwarepackages, this book serves as a complete and modern introduction toRSM and its uses across scientific and industrial research.
This new edition maintains its accessible approach to RSM, withcoverage of classical and modern response surface designs. Numerousnew developments in RSM are also treated in full, including optimaldesigns for RSM, robust design, methods for design evaluation, andexperiments with restrictions on randomization as well as theexpanded integration of these concepts into computer software.Additional features of the Third Edition include:
Assuming only a fundamental background in statistical models andmatrix algebra, Response Surface Methodology, Third Editionis an ideal book for statistics, engineering, and physical sciencescourses at the upper-undergraduate and graduate levels. It is alsoa valuable reference for applied statisticians and practicingengineers.
What people are saying - Write a review
Building Empirical Models
TwoLevel Factorial Designs
TwoLevel Fractional Factorial Designs
Process Improvement with Steepest Ascent
The Analysis of SecondOrder Response Surfaces
Experimental Designs for Fitting Response SurfacesI
Experimental Designs for Fitting Response SurfacesII
Advanced Topics in Response Surface Methodology