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Marginally oversaturated designs
Authors:Lih-Yuan Deng  Dennis K.J. Lin  Jiannong Wang
Affiliation:1. The University of Memphis , Memphis, TN, 38138;2. Pennsylvania State University , University Park, PA, 16802;3. American Express , New York, NY, 10285
Abstract:A special class of supersaturated design, called marginally over saturated design (MOSD), in which the number of variables under investigation (k) is only slightly larger than the number of experimental runs (n), is presented. Several optimality criteria for supersaturated designs are discussed. It is shown that the resolution rank criterion is most appropriate for screening situations. The construction method builds on two major theorems which provide an efficient way to evaluate resolution rank. Examples are given for the cases n=8, 12, 16, and 20. Potential extensions for future work are discussed.
Keywords:Hadamard matrix  resolution rank  screening experiment  supersaturated design
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