Response Surface Methodology And Related Topics

by Khuri, Andre I.

• ISBN13: 9789812564580
• ISBN10: 9812564586
• Format: Hardcover
• Copyright: 2006-02-28
• Publisher: World Scientific Pub Co Inc

Summary

This is the first edited volume on response surface methodology (RSM). It contains 17 chapters written by leading experts in the field and covers a wide variety of topics ranging from areas in classical RSM to more recent modeling approaches within the framework of RSM, including the use of generalized linear models. Topics covering particular aspects of robust parameter design, response surface optimization, mixture experiments, and a variety of new graphical approaches in RSM are also included. The main purpose of this volume is to provide an overview of the key ideas that have shaped RSM, and to bring attention to recent research directions and developments in RSM, which can have many useful applications in a variety of fields. The volume will be very helpful to researchers as well as practitioners interested in RSM's theory and potential applications. It will be particularly useful to individuals who have used RSM methods in the past, but have not kept up with its recent developmen

Table of Contents

Preface	v
List of Contributors	xi
Chapter 1 Two-Level Factorial and Fractional Factorial Designs in Blocks of Size Two. Part 2	1	(18)
Yuyun Jessie Yang and Norman R. Draper
Chapter 2 Response Surface Experiments on Processes with High Variation	19	(28)
Steven G. Gilmour and Luzia A. Trinca
Chapter 3 Random Run Order, Randomization and Inadvertent Split-Plots in Response Surface Experiments	47	(18)
Jitendra Ganju and James M. Lucas
Chapter 4 Statistical Inference for Response Surface Optima	65	(24)
Dennis K.J. Lin and John J. Peterson
Chapter 5 A Search Method for the Exploration of New Regions in Robust Parameter Design	89	(34)
Guillermo Miró-Quesada and Enrique del Castillo
Chapter 6 Response Surface Approaches to Robust Parameter Design	123	(36)
Timothy J. Robinson and Shaun S. Wulff
Chapter 7 Response Surface Methods and Their Application in the Treatment of Cancer with Drug Combinations: Some Reflections	159	(14)
Kathryn S. Dawson, T.J. Eller, and Walter H. Carter, Jr.
Chapter 8 Generalized Linear Models and Response Transformation	173	(30)
Anthony C. Atkinson
Chapter 9 GLM Designs: The Dependence on Unknown Parameters Dilemma	203	(22)
André Khuri and Siuli Mukhopadhyay
Chapter 10 Design for a Trinomial Response to Dose	225	(26)
Shenghua Kelly Fan and Kathryn Chaloner
Chapter 11 Evaluating the Performance of Non-Standard Designs: The San Cristobal Design	251	(32)
Linda M. Haines
Chapter 12 50 Years of Mixture Experiment Research: 1955-2004	283	(46)
Greg F. Piepel
Chapter 13 Graphical Methods for Comparing Response Surface Designs for Experiments with Mixture Components	329	(20)
Heidi B. Goldfarb and Douglas C. Montgomery
Chapter 14 Graphical Methods for Assessing the Prediction Capability of Response Surface Designs	349	(30)
John J. Borkowski
Chapter 15 Using Fraction of Design Space Plots for Informative Comparisons between Designs	379	(30)
Christine M. Anderson-Cook and Ayca Ozol-Godfrey
Chapter 16 Concepts of Slope-Rotatability for Second Order Response Surface Designs	409	(18)
Sung H. Park
Chapter 17 Design of Experiments for Estimating Differences between Responses and Slopes of the Response	427	(20)
Shahariar Huda
Subject Index	447