Improving Fractional Factorial Design Resolution¶

Foldover designs increase resolution

Earlier we saw how fractional factorial designs resulted in an alias structure that confounded main effects with certain interactions. Often it is useful to know how to run a few additional treatment combinations to remove alias structures that might be masking significant effects or interactions.

Partial foldover designs break up specific alias patterns

Two methods will be described for selecting these additional treatment combinations:

• Mirror-image foldover designs (to build a resolution IV design from a resolution III design)
• Alternative foldover designs (to break up specific alias patterns)