Browse > Article

THE METHOD TO CONSTRUCT THE STRONG COMBINED-OPTIMAL DESIGN  

Huang Pi-Hsiang (Department of Mathematics, National Kaohsiung Normal University)
Liau Pen-Hwang (Department of Mathematics, National Kaohsiung Normal University)
Publication Information
Journal of the Korean Statistical Society / v.35, no.2, 2006 , pp. 201-212 More about this Journal
Abstract
The technique of foldover is usually used by experimenters to de-alias the effects that are interesting in follow-up experiment. Employing a $2^{k-p}$ design with resolution III or higher, Li and Lin (2003) developed an algorithm and used computer programs to search its corresponding optimal foldover design for selected 16-run and 32-run experiments. Based on the minimum aberration criterion, the strong combined-optimal design, defined by Li and Lin, is the better choice of the initial design. In this article, we apply the technique of blocking to find the strong combined-optimal designs. Furthermore, we will tabulate all 16-run and 32-run strong combined-optimal designs and their corresponding core foldover plans for practical use. Some new designs that have not appeared in the other literature but constructed by the technique of blocking are also proposed in this article.
Keywords
Block; core foldover plan; estimation index; maximal design; minimum aberration;
Citations & Related Records
연도 인용수 순위
  • Reference
1 LIAU, P. H. (2006). 'The existence of the strong combined-optimal design', Statistical Papers, to appear
2 CHEN, J., SUN, D. X. AND WU, C. F. J. (1993). 'A catalogue of two-level and three-level fractional factorial designs with small runs', International Statistical Review, 61, 131-145   DOI   ScienceOn
3 FRIES, A. AND HUNTER, W. G. (1980). 'Minimum aberration $2^{k-p}$ designs', Technometrics, 22, 601-608   DOI
4 BUTLER, N. A. (2003). 'Some theory for constructing minimum aberration fractional factorial designs', Biometrika, 90, 233-238   DOI   ScienceOn
5 CHEN, H. H. AND CHENG, C. S. (2004). 'Aberration, estimation capacity and estimation index', Statistica Sinica, 14, 203-215
6 LI, H. AND MEE, R. W. (2002). 'Better foldover fractions for resolution III $2^{k-p}$ designs', Technometrics, 44, 278-283   DOI   ScienceOn
7 CHEN, H. H. AND CHENG, C. S. (2003). Doubling and Projection: A Method of Constructing Two-Level Designs of Resolution IV, 2003 experimental design workshop in Taipei
8 LI, W. AND LIN, D. K. J. (2003). 'Optimal foldover plans for two-level fractional factorial designs', Technometrics, 45, 142-149   DOI   ScienceOn