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Lee discrepancy on asymmetrical factorials with two- and three-levels

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Abstract

Lee discrepancy has been employed to measure the uniformity of fractional factorials. In this paper, we further study the statistical justification of Lee discrepancy on asymmetrical factorials. We will give an expression of the Lee discrepancy of asymmetrical factorials with two- and three-levels in terms of quadric form, present a connection between Lee discrepancy, orthogonality and minimum moment aberration, and obtain a lower bound of Lee discrepancy of asymmetrical factorials with two- and three-levels.

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References

  1. Chatterjee K, Fang K T, Qin H. Uniformity in factorial designs with mixed levels. J Statist Plann Inference, 2005, 128: 593–607

    Article  MathSciNet  MATH  Google Scholar 

  2. Fang K T, Li R, Sudjianto A. Design and Modelling for Computer Experiments. London: Chapman and Hall, 2005

    Book  Google Scholar 

  3. Fang K T, Ma C X, Mukerjee R. Uniformity in fractional factorials. In: Fang K T, Hickernell F J, Niederreiter H, eds. Monte Carlo and Quaai-Monte Carlo Methods in Scientific Computing. Berlin: Springer-Verlag, 2002, 232–241

    Google Scholar 

  4. Fang K T, Wang Y. Number-Theoretic Methods in Statistics. New York: Chapman and Hall, 1994

    MATH  Google Scholar 

  5. Hickernell F J, Liu M Q. Uniform designs limit aliasing. Biometrika, 2002, 89: 893–904

    Article  MathSciNet  MATH  Google Scholar 

  6. Mukerjee R, Wu C F J. On the existence of saturated and nearly saturated asymmetrical orthogonal arrays. Ann Statist, 1995, 23: 2102–2115

    Article  MathSciNet  MATH  Google Scholar 

  7. Xu H. Minimum moment aberration for nonregular designs and supersaturated designs. Statist Sinica, 2003, 13: 691–708

    MathSciNet  MATH  Google Scholar 

  8. Xu H, Wu C F J. Generalized minimum aberration for asymmetrical fractional factorial designs. Ann Statist, 2001, 29: 549–560

    Article  MathSciNet  MATH  Google Scholar 

  9. Zhou Y D, Ning J H, Song X B. Lee discrepancy and its applications in experimental designs. Statist Probab Lett, 2008, 78: 1933–1942

    Article  MathSciNet  MATH  Google Scholar 

  10. Zou N, Ren P, Qin H. A note on Lee discrepancy. Statist Probab Lett, 2009, 79: 496–500

    Article  MathSciNet  MATH  Google Scholar 

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Correspondence to Hong Qin.

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Chatterjee, K., Qin, H. & Zou, N. Lee discrepancy on asymmetrical factorials with two- and three-levels. Sci. China Math. 55, 663–670 (2012). https://doi.org/10.1007/s11425-012-4366-2

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  • DOI: https://doi.org/10.1007/s11425-012-4366-2

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