R.J. Del Vecchio
Understanding Design of Experiments
Foreword
9
Preface
11
Contents
14
1 What Are Designed Experiments?
15
2 Why and Where Should Designed Experiments Be Used?
17
3 How Hard Are Designed Experiments to Use?
19
4 Basic Statistics as Background to Design of Experiments
23
5 Fundamentals of Experimentation
31
6 Basics of Experimental Designs
39
7 Fractional Designs and Their Uses
47
8 Examples Using Eight-Run Design
53
9 Effective Use of Simple Designs
59
10 Application of Folded-Over Designs
67
11 Nomenclature and Design Variations
73
12 Estimation of Scatter
79
13 Sizing of Experiments
85
14 Development of an Experimental Strategy
91
15 Basics of Response Surface Methods
97
16 Analysis of Response Surface Method Experiments
105
17 Basics of Mixture Designs
111
18 Latin Squares and Their Derivatives
119
19 Basic Analysis of Variance
129
20 Full Use of Analysis of Variance
137
21 Taguchi's Contributions
145
22 Advanced Topics in Design of Experiments
153
23 Computer Programs for Design of Experiments
163
References
169
Glossary
171
Appendix
177
Index
187
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