Understanding Design of Experiments

R.J. Del Vecchio

Understanding Design of Experiments

2014

176 Seiten

Format: PDF

E-Book: €  31,99

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ISBN: 9783446442474

 

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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