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Design and Modeling Strategies for Mixture-of-Mixtures Experiments

Summary: [This abstract is based on the authors' abstract.] Major components in mixture-of-mixtures experiments are the components that are themselves mixtures of some other, minor components. A new model is proposed called the major-minor model. A strategy is provided for designing much smaller mixture-of-mixture experiments than supported by existing models. The major-minor is applied to a mixture-of-mixtures experiment used to formulate a new potato crisp.

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  • Topics: Statistics, Innovation
  • Keywords: Food products, Mixture experiments, Modeling, Optimal design, Categorized-components, Scheffé model
  • Author: Kang, Lulu; Joseph, V. Roshan; Brenneman, William A.
  • Journal: Technometrics