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Abstract

In constructing two-level fractional factorial designs, the so-called doubling method has been employed. In this paper, we study the problem of uniformity in double designs. The centered L 2-discrepancy is employed as a measure of uniformity. We derive results connecting the centered L 2-discrepancy value of D(X) and generalized wordlength pattern of X, which show the uniformity relationship between D(X) and X. In addition, we also obtain lower bounds of centered L 2-discrepancy value of D(X), which can be used to assess uniformity of D(X).

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References

  1. Chen, H.G., Cheng, C.S. Doubling and projection: a method of constructing two-level designs of resolution IV. Ann. Statist., 34: 546–558 (2006)

    Article  MathSciNet  Google Scholar 

  2. Fang, K.T., Lu, X., Winker, P. Lower bounds for centered and wrap-around L 2-discrepancies and construction of uniform designs by threshold accepting. J. Complexity, 19: 692–711 (2003)

    Article  MATH  MathSciNet  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 Quasi-Monte Carlo Methods, Springer-Verlag, Berlin, 2002

    Google Scholar 

  4. Fang, K.T., Mukerjee, R. A connection between uniformity and aberration in regular fractions of two-level factorials. Biometrika, 87: 193–198 (2000)

    Article  MATH  MathSciNet  Google Scholar 

  5. Fang, K.T, Qin, H. Uniformity pattern and related criteria for two-level factorials. Science in China (Series A), 48: 1–11 (2005)

    Article  MATH  MathSciNet  Google Scholar 

  6. Fries, A., Hunter, W.G. Minimum aberration 2k-p designs. Technometrics, 22: 601–608 (1980)

    MATH  MathSciNet  Google Scholar 

  7. Hickernell, F.J. A generalized discrepancy and quadrature error Bound. Mathematics of Computation, 67: 299–322 (1998)

    Article  MATH  MathSciNet  Google Scholar 

  8. Hickernell, F.J. Lattice Rules: How Well do They Measure Up? In: Hellekalek P, Larcher G (eds.) Random and Quasi-Random Point Sets. Lecture Notes in Statistics, Vol.138, Springer-Verlag, New York, 1998, 109–166

    Chapter  Google Scholar 

  9. Lin, D.K.J. A new class of supersaturated designs. Technometrics, 35: 28–31 (1993)

    Article  Google Scholar 

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

    Article  MATH  MathSciNet  Google Scholar 

  11. Plackett, R.L., Burman, J.P. The design of optimum multi-factorial experiments. Biometrika, 33: 305–325 (1946)

    Article  MATH  MathSciNet  Google Scholar 

  12. Qin, H., Fang, K.T. Discrete discrepancy in factorial designs. Metrika, 60: 59–72 (2004)

    Article  MATH  MathSciNet  Google Scholar 

  13. Song, S., Qin, H. Application of minimum projection uniformity in complementary designs. Acta. Math. Sci., 30: 180–186 (2010)

    Article  MATH  MathSciNet  Google Scholar 

  14. Xu, H.Q., Cheng, C.S. A complementary design theory for doubling. Ann. Statist., 36: 445–457 (2006)

    Article  MathSciNet  Google Scholar 

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

    Article  MATH  MathSciNet  Google Scholar 

  16. Zhang, A.J., Fang, K.T., Li, R., Sudjianto, A. Majorization framework for balanced lattice designs. Ann. Statist., 33: 2837–2853 (2005)

    Article  MATH  MathSciNet  Google Scholar 

  17. Zhang, S.L., Qin, H. Minimum projection uniformity criterion and its application. Statist. Probab. Letters, 76: 634–640 (2006)

    Article  MATH  MathSciNet  Google Scholar 

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

    Article  MATH  MathSciNet  Google Scholar 

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Correspondence to Hong Qin.

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Supported by the National Natural Science Foundation of China (11271147) and SRFDP (20090144110002).

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Lei, Yj., Qin, H. Uniformity in double designs. Acta Math. Appl. Sin. Engl. Ser. 30, 773–780 (2014). https://doi.org/10.1007/s10255-014-0419-3

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  • DOI: https://doi.org/10.1007/s10255-014-0419-3

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