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Hidden projection properties of some optimal designs

Author

Listed:
  • Aggarwal, M. L.
  • Kaul, Renu

Abstract

Traditionally Plackett and Burman [1946, The design of optimum multifactorial experiments. Biometrika 33, 305-325] designs have been used for screening main effects only because of their complex aliasing patterns. Recently, Wang and Wu [1995, A hidden projection property of Plackett-Burman designs. Statist. Sinica 5, 235-250] studied that these designs have certain hidden projection properties, which allow certain interactions to be entertained and estimated without making additional runs. They attributed the success of Hamada and Wu's [1992, Analysis of designed experiments with complex aliasing. J. Quality Technol. 24, 130-137] strategy for estimating two-factor interactions from Plackett-Burman-type experiments to the hidden projection property. In this paper, we have studied the hidden projection properties of a number of designs in the class of n=1 (mod 4),n=2 (mod 4), and n=3 (mod 4) designs. We have also drawn non-isomorphic interaction graphs making D and Ds efficiency as the underlying criterion.

Suggested Citation

  • Aggarwal, M. L. & Kaul, Renu, 1999. "Hidden projection properties of some optimal designs," Statistics & Probability Letters, Elsevier, vol. 43(1), pages 87-92, May.
  • Handle: RePEc:eee:stapro:v:43:y:1999:i:1:p:87-92
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    References listed on IDEAS

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    1. Dennis Lin & Norman Draper, 1995. "Screening properties of certain two-level designs," Metrika: International Journal for Theoretical and Applied Statistics, Springer, vol. 42(1), pages 99-118, December.
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