Abstract
This paper introduces the generalized wordtype pattern of a nonregular fractional factorial design and considers its connection with the distance distribution. Based on the corresponding relationship between a fractional factorial design and a code, we develop a consulting design theory for fractional factorial designs with two groups of factors. It works for regular and nonregular designs and covers the previous results as special cases. As an illustration, it is further applied to the selection of optimal two-level single arrays derived from Hadamard Matrices.
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References
Ai MY, Zhang RC (2004a) Theory of minimum aberration blocked regular mixed factorial designs. J Stat Plan Infererence 126(1):305–323
Ai MY, Zhang RC (2004b) Theory of optimal blocking of nonregular factorial designs. Can J Stat 32(1):57–72
Ai MY, Zhang RC (2005) Characterization of minimum aberration mixed factorials in terms of consulting designs. Stat Pap 46(2):157–171
Bailey RA (1982) The decomposition of treatment degrees of freedom in quantitive factorial experiments. J R Stat Soc Ser B 44:63–70
Bingham D, Sitter RR (1999) Minimum aberration two-level fractional factorial split-plot designs. Technometrics 41:62–70
Bose RC (1961) On some connections between the design of experiments and information theory. Bull Inst Intern Stat 38:257–271
Chen H, Cheng CS (1999) Theory of optimal blocking of 2n-m designs. Ann Stat 27:1948–1973
Deng LY, Tang B (1999) Generalized resolution and minimum aberration criterion for Plackett-Burman and other nonregular factorial designs. Stat Sin 9:1071–1082
Dey A, Mukerjee R (1999) Fractional factorial plans. Wiley, New York
Fries A, Hunter WG (1980) Minimum aberration 2k-p designs. Technometrics 22:601–608
Ma CX, Fang KT (2001) A note on generalized aberratin in factorial designs. Metrika 53:85–93
MacWilliams FJ, Sloane NJA (1977) The Theory of error-correcting codes. North-Holland, Amsterdam
Mukerjee R, Wu CFJ (1995) On the existence of saturated and nearly saturated asymmetrical orthogonal arrays. Ann Stat 23:2102–2115
Roman S (1992) Coding and information theory. Springer, Berlin Heidelberg, New York
Shoemaker AC, Tsui KL, Wu CFJ (1991) Economical experimentation methods for robust design. Technometrics 33:415–427
Sitter RR, Chen J, Feder M (1997) Fractional resolution and minimum aberration in blocked 2n-k designs. Technometrics 39:382–390
Sloane NJA, Stufken J (1996) A linear programming bound for orthogonal arrays with mixed levels. J Stat Plan Inference 56:295–305
Suen CY, Chen H, Wu CFJ (1997) Some identities on q n-m designs with application to minimum aberrations. Ann Stat 25:1176–1188
Sun DX, Wu CFJ, Chen Y (1997) Optimal blocking schemes for 2n and 2n-p designs. Technometrics 39:298–307
Tang B, Deng LY (1999) Minimum G 2-aberration for nonregular fractional factorial designs. Ann Stat 27:1914–1926
Tang B, Wu CFJ (1996) Characterization of minimum aberration 2n-k designs in terms of their complementary designs. Ann Stat 25:1176–1188
Welch WJ, Yu TK, Kang SM, Sacks J (1990) Computer experiments for quality control by parameter design. J Qual Technol 22:15–22
Wu CFJ, Hamada M (2000) Experiments: planning, analysis, and parameter design optimization. Wiley, New York
Wu CFJ, Zhang RC (1993) Minimum aberration designs with two-level and four-level factors. Biometrika 80:203–209
Wu CFJ, Zhu Y (2003) Optimal selection of single arrays for parameter design experiments. Stat Sin 13:1179–1199
Xu H, Wu CFJ (2001) Generalized minimum aberration for asymmetrical fractional factorial designs. Ann Stat 29:1066–1077
Zhang RC, Park DK (2000) Optimal blocking of two-level fractional factorial designs. J Stat Plan Inference 91:107–121
Zhu Y (2003) Structure function for aliasing patterns in 2l-n design with multiple groups of factors. Ann Stat 31:995–1011
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Ai, MY., He, SY. Generalized Wordtype Pattern for Nonregular Factorial Designs with Multiple Groups of Factors. Metrika 64, 95–108 (2006). https://doi.org/10.1007/s00184-006-0037-z
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DOI: https://doi.org/10.1007/s00184-006-0037-z
Keywords
- Coding theory
- Consulting design
- Fractional factorial design
- Generalized wordtype pattern
- Nonregular
- Single array