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On the aberrations of mixed level orthogonal arrays with removed runs

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Abstract

Given an orthogonal array we analyze the aberrations of the sub-fractions which are obtained by the deletion of some of its points. We provide formulae to compute the Generalized Word-Length Pattern of any sub-fraction. In the case of the deletion of one single point, we provide a simple methodology to find which the best sub-fractions are according to the Generalized Minimum Aberration criterion. We also study the effect of the deletion of 1, 2 or 3 points on some examples. The methodology does not put any restriction on the number of levels of each factor. It follows that any mixed level orthogonal array can be considered.

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  • 12 September 2019

    Unfortunately, due to a technical error, the articles published in issues 60:2 and 60:3 received incorrect pagination. Please find here the corrected Tables of Contents. We apologize to the authors of the articles and the readers.

References

  • Butler NA, Ramos VM (2007) Optimal additions to and deletions from two-level orthogonal arrays. J R Stat Soc Ser B 69(1):51–61

    Article  MathSciNet  Google Scholar 

  • Chatzopoulos SA, Kolyva-Machera F, Chatterjee K (2011) Optimality results on orthogonal arrays plus \(p\) runs for \(s^m\) factorial experiments. Metrika 73(3):385–394

    Article  MathSciNet  MATH  Google Scholar 

  • Cheng SW, Ye KQ (2004) Geometric isomorphism and minimum aberration for factorial designs with quantitative factors. Ann Stat 32(5):2168–2185

    Article  MathSciNet  MATH  Google Scholar 

  • Dey A, Mukerjee R (2009) Fractional Factorial Plans. Wiley, New York

    MATH  Google Scholar 

  • Eendebak P, Schoen E (2018) Complete series of non-isomorphic orthogonal arrays. http://pietereendebak.nl/oapage/. Accessed 31 July 2018

  • Fontana R, Rapallo F (2018) Unions of orthogonal arrays and their aberrations via Hilbert bases. Tech. Rep. arXiv:1801.00591, submitted

  • Fontana R, Rapallo F, Rogantin MP (2016) Aberration in qualitative multilevel designs. J Stat Plan Inference 174:1–10

    Article  MathSciNet  MATH  Google Scholar 

  • Fries A, Hunter WG (1980) Minimum aberration \(2^{k-p}\) designs. Technometrics 22(4):601–608

    MathSciNet  MATH  Google Scholar 

  • Grömping U, Xu H (2014) Generalized resolution for orthogonal arrays. Ann Stat 42(3):918–939

    Article  MathSciNet  MATH  Google Scholar 

  • Hedayat AS, Sloane NJA, Stufken J (2012) Orthogonal arrays: theory and applications. Springer, New York

    MATH  Google Scholar 

  • Mukerjee R, Wu CFJ (2007) A modern theory of factorial design. Springer, New York

    Google Scholar 

  • Pistone G, Rogantin MP (2008) Indicator function and complex coding for mixed fractional factorial designs. J Stat Plan Inference 138(3):787–802

    Article  MathSciNet  MATH  Google Scholar 

  • Street DJ, Bird EM (2018) \({D}\)-optimal orthogonal array minus \(t\) run designs. J Stat Theory Pract 12(3):575–594

    Article  MathSciNet  MATH  Google Scholar 

  • Wang P, Jan H (1995) Designing two-level factorial experiments using orthogonal arrays when the run order is important. The Statistician 44(2):379–388

    Article  Google Scholar 

  • Xampeny R, Grima P, Tort-Martorell X (2018) Which runs to skip in two-level factorial designs when not all can be performed. Qual Eng. https://doi.org/10.1080/08982112.2018.1428751

  • Xu H, Wu CFJ (2001) Generalized minimum aberration for asymmetrical fractional factorial designs. Ann Stat 29(4):1066–1077

    Article  MathSciNet  MATH  Google Scholar 

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Acknowledgements

Both authors are members of GNAMPA-INdAM. This research has a financial support from Politecnico di Torino and Università del Piemonte Orientale.

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Correspondence to Roberto Fontana.

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Fontana, R., Rapallo, F. On the aberrations of mixed level orthogonal arrays with removed runs. Stat Papers 60, 479–493 (2019). https://doi.org/10.1007/s00362-018-01069-5

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