Theory & Methods: Response Surface Designs Where Levels of Some Factors are Difficult to Change

Abstract

This article considers response surface designs in which the number of levels of some of the factors are constrained. Two general types of designs are examined: CUBE designs and STAR designs. The specific factor levels are chosen to give variance contours with a high level of sphericity, thus providing designs that are close to rotatable.

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