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Theory of factorial design : single- and multi-stratum experiments / Ching-Shui Cheng, University of California, Berkeley, USA and Academia Sinica, Taiwan.

By: Material type: TextSeries: Monographs on statistics and applied probability (Series) ; 131.Publisher: Boca Raton : Taylor & Francis, [2014]Copyright date: �2014Description: 1 online resource : text file, PDFContent type:
  • text
Media type:
  • computer
Carrier type:
  • online resource
ISBN:
  • 9781466505582 (ebook : PDF)
Subject(s): Genre/Form: Additional physical formats: Print version:: No titleOnline resources: Available additional physical forms:
  • Also available in print format.
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.
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"A CRC title."

Includes bibliographical references and index.

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.

Also available in print format.

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