Abstract
The objective of this paper is to study the issue of design efficiency for minimum projection uniformity designs. The results show that for orthogonal arrays with strength two, the minimum projection uniformity criterion is a good surrogate for the design efficiency criterion proposed by Cheng, Deng and Tang (2002).
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References
A. Fries and W. G. Hunter, Minimum aberration 2k−p designs, Technometrics, 1980, 22: 601–608.
B. Tang and L. Y. Deng, Minimum G 2-aberration for nonregular fractional designs, Ann. Statist., 1999, 27: 1914–1926.
H. Xu and C. F. J. Wu, Generalized minimum aberration for asymmetrical fractional factorial designs, Ann. Statist., 2001, 29: 549–560.
K. T. Fang and H. Qin, Uniformity pattern and related criteria for two-level factorials, Science in China Ser. A, 2005, 48: 1–11.
S. L. Zhang and H. Qin, Minimum projection uniformity criterion and its application, Statistics & Probability Letters, 2006, 76: 634–640.
C. S. Cheng, D. M. Steinberg, and D. X. Sun, Minimum aberration and model robustness for two-level fractional factorial designs, J. R. Statist. Soc. B, 1999, 61: 85–93.
C. S. Cheng, L. Y. Deng, and B. Tang, Generalized minimum aberration and design efficiency for nonregular fractional factorial designs, Statist. Sinica, 2002, 12: 991–100.
A. Mandal and R. Mukerjee, Design efficiency under model uncertainty for nonregular fractions of general factorials, Statist. Sinica, 2005, 15, 697–707.
K. T. Fang and Y. Wang, Number-Theoretic Methods in Statistics, Chapman and Hall., London, 1994.
B. Tang, Theory of J-characteristics for fractional factorial designs and projection justification of minimum G 2-aberration, Biometrika, 2001, 88: 401–407.
M. J. Hall, Hadamard matrix of order 20, Jet Propulsion Laboratory, Technical Report 1, 1965: 32–76.
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This research is supported by the National Natural Science Foundation of China under Grant No.10671080, NCET under Grant No. 06-672, SRFDP under Grant No. 20090144110002 and the Innovation Program Funded by Central China Normal University.
This paper was recommended for publication by Editor Guohua ZOU.
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Qin, H., Zou, N. & Zhang, S. Design efficiency for minimum projection uniformity designs with two levels. J Syst Sci Complex 24, 761–768 (2011). https://doi.org/10.1007/s11424-011-8081-9
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DOI: https://doi.org/10.1007/s11424-011-8081-9