Construction of optimal mixed-level supersaturated designs

Min Qian Liu, Dennis K.J. Lin

Research output: Contribution to journalArticle

15 Scopus citations

Abstract

Supersaturated designs (SSDs) offer a potentially useful way to investigate many factors with only a few experiments during the preliminary stages of experimentation. While the construction and analysis of symmetrical SSDs have been widely explored, asymmetrical (or mixed-level) SSDs deserve further investigation. Mixed-level SSDs can be judged by various criteria. But, justified by existing results, the χ 2 criterion proposed by Yamada and Lin (1999) is adopted here. Optimality results for mixed-level SSDs are provided. A new construction method for χ 2-optimal SSDs is proposed, and we discuss properties of the resulting designs. Many new designs are tabulated for practical use.

Original languageEnglish (US)
Pages (from-to)197-211
Number of pages15
JournalStatistica Sinica
Volume19
Issue number1
StatePublished - Jan 1 2009

All Science Journal Classification (ASJC) codes

  • Statistics and Probability
  • Statistics, Probability and Uncertainty

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