Graphical methods for comparing confounding in two or more designs

Abstract

In many circumstances it is necessary to design an experiment with partial confounding of parameter estimates. In this situation, one would like to have tools to assess and compare candidate designs graphically. In this paper we discuss two graphical representations of design properties, and illustrate their application with two examples.

Keywords:

• experimental design
• partial confounding
• shaded block plots
• parallel coordinate plots