Skip to main content
Log in

A note on connections among criteria for asymmetrical factorials

  • Published:
Metrika Aims and scope Submit manuscript

Abstract

Various optimal criteria have been proposed to rank asymmetrical fractional factorial designs. Among them, the generalized minimum aberration and the minimum moment aberration criteria are the most popular ones and have received much attention. Recently, Liu et al. (Stat Sin 16:1285–1297, 2006) proposed the minimum χ 2 criterion in terms of level-combinations. In this paper, the equivalency of the generalized minimum aberration and the minimum χ 2 criteria is reported, which not only provides another justification for each other but also develops some theoretical results for designs with generalized minimum aberration and some lower bounds for the generalized wordlength pattern. Besides, an analytic relationship between generalized minimum aberration and minimum moment aberration is obtained for asymmetrical fractional factorial designs.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Similar content being viewed by others

References

  • Bush KA (1952) A generalization of a theorem due to MacNeish. Ann Math Stat 23: 293–295

    Article  MATH  MathSciNet  Google Scholar 

  • Deng LY, Tang B (1999) Generalized resolution and minimum aberration criterion for plackett-burman and other nonregular factorial designs. Stat Sin 9: 1071–1082

    MATH  MathSciNet  Google Scholar 

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

    Article  MATH  MathSciNet  Google Scholar 

  • Hedayat AS, Sloane NJA, Stufken J (1999) Orthogonal arrays: theory and applications. Springer, New York

    MATH  Google Scholar 

  • Hickernell FJ, Liu MQ (2002) Uniform designs limit aliasing. Biometrika 89: 893–904

    Article  MATH  MathSciNet  Google Scholar 

  • Jungnickel D (1979) On difference matrices, resolvable transversal designs and generalized Hadamard matrices. Math Z 167: 49–60

    Article  MATH  MathSciNet  Google Scholar 

  • Liu MQ, Fang KT, Hickernell FJ (2006) Connection among different criteria for asymmetrical fractional factorial designs. Stat Sin 16: 1285–1297

    MATH  MathSciNet  Google Scholar 

  • Ma CX, Fang KT (2001) A note on generalized aberration factorial designs. Metrika 53: 85–93

    Article  MATH  MathSciNet  Google Scholar 

  • Mukerjee R, Wu CFJ (1995) On the existence of saturated and nearly saturated orthogonal array. Ann Stat 23: 2102–2115

    Article  MATH  MathSciNet  Google Scholar 

  • Tang B, Deng LY (1999) Minimum G 2-aberration for nonregular fractional designs. Ann Stat 27: 1914–1926

    Article  MATH  MathSciNet  Google Scholar 

  • Wu CFJ, Hamada MS (2000) Experiments: planning, analysis and parameter design optimization. Wiley, New York

    MATH  Google Scholar 

  • Xu CX (1979) Construction of orthogonal arrays \({L_{2p^u}(p^{1+\sum_{i=1}^{u-1}2p^i})}\) with odd prime p (in Chinese). Acta Math Appl Sin 2: 92–97

    Google Scholar 

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

    Article  MATH  MathSciNet  Google Scholar 

  • Xu H (2003) Minimum moment aberration for nonregular designs and supersaturated designs. Stat Sin 13: 691–708

    MATH  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Min-Qian Liu.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Pang, F., Liu, MQ. A note on connections among criteria for asymmetrical factorials. Metrika 75, 23–32 (2012). https://doi.org/10.1007/s00184-010-0312-x

Download citation

  • Received:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00184-010-0312-x

Keywords

Navigation