Theory of factorial design : single- and multi-stratum experiments / Ching-Shui Cheng, University of California, Berkeley, USA and Academia Sinica, Taiwan.
"Bringing together both new and old results, Theory of Factorial Design: Single- and Multi-Stratum Experiments provides a rigorous, systematic, and up-to-date treatment of the theoretical aspects of factorial design. To prepare readers for a general theory, the author first presents a unified t...
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| Online Access: |
Full Text (via Taylor & Francis) |
|---|---|
| Main Author: | |
| Format: | eBook |
| Language: | English |
| Published: |
Boca Raton :
CRC Press/Taylor & Francis Group,
[2013]
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| Series: | Monographs on statistics and applied probability (Series) ;
131. |
| Subjects: |
Table of Contents:
- 1. Introduction
- 2. Linear Model Basics
- 3. Randomization and Blocking
- 4. Factors
- 5. Analysis of Some Simple Orthogonal Designs
- 6. Factorial Treatment Structure and Complete Factorial Designs
- 7. Blocked, Split-Plot, and Strip-Plot Complete Factorial Designs
- 8. Fractional Factorial Designs and Orthogonal Arrays
- 9. Regular Fractional Factorial Designs
- 10. Minimum Aberration and Related Criteria
- 11. Structures and Construction of Two-Level Resolution IV Designs
- 12. Orthogonal Block Structures and Strata
- 13. Complete Factorial Designs with Orthogonal Block Structures
- 14. Multi-Stratum Fractional Factorial Designs
- 15. Nonregular Designs
- Appendix
- References.