A graphical method for evaluating mixture designs with respect to the slope

Abstract

Good estimation of the slopes of the mixture response function may be important as well as estimation of mean mixture response. It is possible to evaluate and compare several mixture designs with respect to the slope. A graphical method is proposed that allows us to evaluate a given design's support for the fitted model in terms of slope variance. We can plot variances of slopes along Cox direction or axial direction according to existence of restriction of simplex region or not when comparing several different mixture designs.

Keywords:

• mixture design
• constrained region
• axial direction
• Cox direction
• slope variance traces

Additional information

Notes on contributors

Dae-Heung Jang