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Analysis of Supersaturated Designs

Summary: [This abstract is based on the authors' abstract.] Supersaturated designs (SSDs) may be used to investigate many factors with few experimental runs. Several methods for analyzing a broad range of SSDs are evaluated and explained. The contrasts of SSDs are shown to follow a permuted multivariate hypergeometric distribution that may be approximated with a normal distribution. Analysis methods are based on methods for unreplicated fractional factorial designs.

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  • Topics: Design of Experiments
  • Keywords: Fractional factorial design,Type II error,Simulation,Screening experiment
  • Author: Holcomb, Don R.; Montgomery, Douglas C.; Carlyle, W. Matthew
  • Journal: Journal of Quality Technology