Abstract
Supersaturated designs have become increasingly popular in recent years because of their potential in saving run size and the technical novelty. In this paper, the minimum generalized aberration (MGA) criterion proposed by Ma and Fang (2001) (and another two equivalent criteria proposed by Xu and Wu (2001) and Xu (2001b) respectively) for comparing non-regular symmetrical designs is used for evaluating supersaturated designs. A new construction method for MGA symmetrical supersaturated designs via resolvable balanced incomplete block designs is proposed, and some infinite classes for the existence of such MGA designs are obtained simultaneously, along with the investigation of properties of the resulting designs. The construction method shows a strong connection between these two different kinds of designs.
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References
Abel RJR, Ge G, Greig M, Zhu L (2001) Resolvable balanced incomplete block designs with a block size of 5. J Statist Plann Inference 95:49–65
Beth T, Jungnickel D, Lenz H (1999) Design theory. Cambridge University Press
Booth KHV, Cox DR (1962) Some systematic supersaturated designs. Technometrics 4:489–495
Chen J (1992) Some results on 2n-k fractional factorial designs and search for minimum aberration designs. Ann Stat 20:2124–2241
Chen J, Sun DX, Wu CFJ (1993) A catalogue of two-level and three-level fractional aberration designs with small runs. Internat Statist Rev 61:131–145
Cheng CS (1997) E(s 2)-optimal supersaturated designs. Statist Sinica 7:929–939
Colbourn CJ, Dinitz JH (1996) CRC handbook of combinatorial designs. CRC Press Inc, Boca Raton (New results are reported at http://www.emba.uvm.edu/~dinitz/newresults.html)
Deng LY, Lin DKJ, Wang JN (1999) A resolution rank criterion for supersaturated designs. Statist Sinica 9:605–610
Deng LY, Tang B (1999) Generalized resolution and minimum aberration criteria for Plackett- Burman and other nonregular factorial designs. Statist Sinica 9:1071–1082
Dey A (1986) Theory of block designs. Wiley, New York
Fang KT, Hickernell FJ (1995) The uniform design and its applications. Bull Inst Internat Statist, 50th Session, Book 1, 333–349
Fang KT, Lin DKJ, Ma CX (2000) On the construction of multi-level supersaturated designs. J Statist Plann Inference 86:239–252
Franklin MF (1984) Constructing tables of minimum aberration pn-m designs. Technometrics 26:225–232
Fries A, Hunter WG (1980) Minimum aberration 2k-p designs. Technometrics 22:601–608
Hartman A (1987) The existence of resovable Steiner quadruple systems. J Combin Theory Ser A 44:182–206
Li R, Lin DKJ (2001) Variable selection for screening experiments. Technical Report No. 01- 01, Statistics, Penn State University
Li WW, Wu CFJ (1997) Columnwise-pairwise algorithms with applications to the construction of supersaturated designs. Technometrics 39:171–179
Lin DKJ (1993) A new class of supersaturated designs. Technometrics 35:28–31
Lin DKJ (1995) Generating systematic supersaturated designs. Technometrics 37:213–225
Liu MQ, Zhang RC (2000) Construction of E(s 2) optimal supersaturated designs using cyclic BIBDs. J Statist Plann Inference 91:139–150
Lu X, Meng Y (2000) A new method in the construction of two-level supersaturated designs. J Statist Plann Inference 86:229–238
Ma CX, Fang KT (2001) A note on generalized aberration in factorial designs. Metrika 53:85–93
Nguyen NK (1996) An algorithmic approach to constructing supersaturated designs. Technometrics 38:69–73
Rees R, Stinson DR (1992) Frames with block size four. Canad J Math 44:1030–1049
Tang B, Deng LY (1999) Minimum G 2-aberration for nonregular fractional factorial designs. Ann Stat 27:1914–1926
Tang B, Wu CFJ (1997) A method for constructing supersaturated designs and its E(s 2) optimality. Canad J Statist 25:191–201
Wu CFJ (1993) Construction of supersaturated designs through partially aliased interactions. Biometrika 80:661–669
Xu H (2001a) Minimum moment aberration for nonregular designs and supersaturated designs. Submitted for publication
Xu H (2001b) Optimal factor assignment for asymmetrical fractional factorial design: theory and applications. Ph.D. thesis, University of Michigan
Xu H, Wu CFJ (2001) Generalized minimum aberration for asymmetrical fractional factorial designs. Ann Stat 29:549–560
Yamada S, Ikebe YT, Hashiguchi H, Niki N (1999) Construction of three-level supersaturated design. J Statist Plann Inference 81:183–193
Yamada S, Lin DKJ (1997) Supersaturated designs including an orthogonal base. Canad J Statist 25:203–213
Yamada S, Lin DKJ (1999) Three-level supersaturated designs. Statist Probab Lett 45:31–39
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Fang, KT., Ge, GN., Liu, MQ. et al. Construction of minimum generalized aberration designs. Metrika 57, 37–50 (2003). https://doi.org/10.1007/s001840200197
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DOI: https://doi.org/10.1007/s001840200197