Modern Experimental DesignA complete and well-balanced introduction to modern experimental design Using current research and discussion of the topic along with clear applications, Modern Experimental Design highlights the guiding role of statistical principles in experimental design construction. This text can serve as both an applied introduction as well as a concise review of the essential types of experimental designs and their applications. Topical coverage includes designs containing one or multiple factors, designs with at least one blocking factor, split-unit designs and their variations as well as supersaturated and Plackett-Burman designs. In addition, the text contains extensive treatment of:
This text provides thorough coverage of the topic while also introducing the reader to new approaches. Using a large number of references with detailed analyses of datasets, Modern Experimental Design works as a well-rounded learning tool for beginners as well as a valuable resource for practitioners. |
Contents
Preface xv | |
To Come December 12 2006 1732 | |
CONTENTS | |
8 | |
Response Surface Designs | |
Completely Randomized Design | |
CONTENTS | |
References | |
9 | |
Designs With More Than Two Levels | |
11 | |
13 | |
6 | |
Nested Designs 291 | |
7 | |
Robust Designs 311 | |
viii | |
2 | |
1 | |
18 | |
3 | |
CONTENTS vii | |
3 | |
Full Factorial Designs with Two Levels 101 | |
4 | |
18 | |
5 | |
4 | |
20 | |
6 | |
21 | |
Factors Not Reset | |
References | |
Fractional Factorial Designs with Two Levels | |
5 | |
4 | |
12 | |
Johns 34 Designs | |
An Example of Sequential Experimentation | |
Relationship Between Fractional Factorials and Latin Squares | |
References | |
SplitUnit SplitLot and Related Designs 330 | |
CONTENTS | |
To Come December 12 2006 | |
CONTENTS | |
8 | |
Multiple Responses | |
22 | |
Miscellaneous Design Topics | |
Optimal Designs | |
SpaceFilling Designs | |
TrendFree Designs | |
Designs for Assessing the Capability of a System | |
Exercises | |
To Come December 12 2006 | |
Statistical Tables | |
Author Index | |
162 | |
215 | |
362 | |