All-Subsets Regression Under Effect Heredity Restrictions for Experimental Designs with Complex Aliasing

摘要

We consider an all-subsets regression method for models under effect heredity restrictions for experimental designs with complex aliasing, whose number of potential main effects and two-factor interactions exceed the number of runs. In this paper, we present an algorithm that systematically attempts to fit all such models. We illustrate the algorithm with two published experiments.