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Construction of mixed-level supersaturated design

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Abstract

Supersaturated design is a form of fractional factorial design in which the number of columns is greater than the number of experimental runs. Construction methods of supersaturated design have been mainly focused on two levels cases. Much practical experience, however, indicates that two-level may sometimes be inadequate. This paper proposed a construction method of mixed-level supersaturated designs consisting of two-level and three-level columns. The χ2 statistic is used for a measure of dependency of the design columns. The dependency properties for the newly constructed designs are derived and discussed. It is shown that these new designs have low dependencies and thus can be useful for practical uses.

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Authors and Affiliations

  1. Department of Management Science, Science University of Tokyo, Kagurazaka 1-3, Shinjuku, Tokyo, 162-8601, Japan )

    Shu Yamada

  2. Department of Management Science and Information Systems, The Pennsylvania State University, University Park, PA, 16802-1913, USA

    Dennis K. J. Lin

Authors
  1. Shu Yamada
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  2. Dennis K. J. Lin
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Correspondence to Shu Yamada.

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Yamada, S., Lin, D.K.J. Construction of mixed-level supersaturated design. Metrika 56, 205–214 (2002). https://doi.org/10.1007/s001840100173

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