Response Surface Methodology: Process and Product Optimization Using Designed Experiments / Edition 3

Response Surface Methodology: Process and Product Optimization Using Designed Experiments / Edition 3

by Raymond H. Myers, Douglas C. Montgomery, Christine M. Anderson-Cook
     
 

Praise for the Second Edition:

"This book [is for] anyone who would like a good, solid understanding of response surface methodology. The book is easy to read, easy to understand, and very applicable. The examples are excellent and facilitate learning of the concepts and methods."
Journal of Quality Technology

Complete

See more details below

Overview

Praise for the Second Edition:

"This book [is for] anyone who would like a good, solid understanding of response surface methodology. The book is easy to read, easy to understand, and very applicable. The examples are excellent and facilitate learning of the concepts and methods."
Journal of Quality Technology

Complete with updates that capture the important advances in the field of experimental design, Response Surface Methodology, Third 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, 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, and experiments with restrictions on randomization as well as the expanded integration of these concepts into computer software. Additional features of the Third Edition include:

  • Inclusion of split-plot designs in discussion of two-level factorial designs, two-level fractional factorial designs, steepest ascent, and second-order models
  • A new section on the Hoke design for second-order response surfaces
  • New material on experiments with computer models
  • Updated optimization techniques useful in RSM, including multiple responses
  • Thorough treatment of presented examples and experiments using JMP® 7, Design-Expert® Version 7, and SAS® software packages
  • Revised and new exercises at the end of each chapter
  • An extensive references section, directing the reader to the most current RSM research

Assuming only a fundamental background in statistical models and matrix algebra, Response Surface Methodology, Third Edition is an ideal book for statistics, engineering, and physical sciences courses at the upper-undergraduate and graduate levels. It is also a valuable reference for applied statisticians and practicing engineers.

Read More

Product Details

ISBN-13:
9780470174463
Publisher:
Wiley
Publication date:
12/31/2008
Series:
Wiley Series in Probability and Statistics Series, #705
Edition description:
New Edition
Pages:
704
Sales rank:
505,280
Product dimensions:
7.20(w) x 10.00(h) x 1.50(d)

Table of Contents

1 Introduction

2 Building Empirical Models

3 Two-Level Factorial Designs

4 Two-Level Fractional Factorial Designs

5 Process Improvement with Steepest Ascent

6 The Analysis of Second-Order Response Surfaces

7 Experimental Designs for Fitting Response Surfaces - I

8 Experimental Designs for Fitting Response Surfaces - II

9 Advanced Topics in Response Surface Methodology

10 Robust Parameter Design and Process Robustness Studies

11 Experiments with Mixtures

12 Other Mixture Design and Analysis Techniques

Appendix 1 Moment Matrix of a Rotatable Design

Appendix 2 Rotatability of a Second-Order Equiradial Design

Index

Customer Reviews

Average Review:

Write a Review

and post it to your social network

     

Most Helpful Customer Reviews

See all customer reviews >