A model for frequency domain experiments

  • Authors:
  • Paul J. Sanchez;Arnold H. Buss

  • Affiliations:
  • Systems & Industrial Engineering, University of Arizona, Tucson, AZ;School of Business, Washington University, St. Louis, MO

  • Venue:
  • WSC '87 Proceedings of the 19th conference on Winter simulation
  • Year:
  • 1987

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Abstract

We present a meta-model which is useful for understanding simulation frequency domain experiments. This model consists of polynomial gain followed by a linear filter with additive noise. The assumptions for performing frequency domain experiments are thus made explicit. We demonstrate how the model leads to a straightforward mechanism for factor screening via statistical hypothesis testing.