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
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
Cheng SW, Ye KQ (2004) Geometric isomorphism and minimum aberration for factorial designs with quantitative factors. Ann Stat 32(5):2168–2185
Dey A, Mukerjee R (2009) Fractional Factorial Plans. Wiley, New York
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
Fries A, Hunter WG (1980) Minimum aberration \(2^{k-p}\) designs. Technometrics 22(4):601–608
Grömping U, Xu H (2014) Generalized resolution for orthogonal arrays. Ann Stat 42(3):918–939
Hedayat AS, Sloane NJA, Stufken J (2012) Orthogonal arrays: theory and applications. Springer, New York
Mukerjee R, Wu CFJ (2007) A modern theory of factorial design. Springer, New York
Pistone G, Rogantin MP (2008) Indicator function and complex coding for mixed fractional factorial designs. J Stat Plan Inference 138(3):787–802
Street DJ, Bird EM (2018) \({D}\)-optimal orthogonal array minus \(t\) run designs. J Stat Theory Pract 12(3):575–594
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
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
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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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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DOI: https://doi.org/10.1007/s00362-018-01069-5
Keywords
- Orthogonal arrays
- Generalized word-length pattern
- Generalized minimum aberration criterion
- Incomplete designs