Correlation coefficient of response variances in compound noise and product array experiments

Research output: Contribution to journalArticle

Abstract

In robust parameter design, a compound noise experiment has been frequently used for reducing the number of experimental runs compared to a product array experiment. However, the results obtained by the compound noise experiment and the product array experiment are often much different. This paper derives an expression of the correlation coefficient of response variances in the compound noise and the product array experiments, which gives an explanation of that difference.

Original languageEnglish
Pages (from-to)1-14
Number of pages14
JournalCommunications in Statistics - Theory and Methods
DOIs
Publication statusAccepted/In press - 2017 Sep 13

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Correlation coefficient
Experiment
Robust Parameter Design

Keywords

  • Compound noise
  • correlation coefficient
  • product array
  • response variance
  • robust parameter design.

ASJC Scopus subject areas

  • Statistics and Probability

Cite this

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abstract = "In robust parameter design, a compound noise experiment has been frequently used for reducing the number of experimental runs compared to a product array experiment. However, the results obtained by the compound noise experiment and the product array experiment are often much different. This paper derives an expression of the correlation coefficient of response variances in the compound noise and the product array experiments, which gives an explanation of that difference.",
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