Back To Index Previous Article Next Article Full Text

Statistica Sinica 11(2001), 537-547


James B. Clark and A. M. Dean

Aerospace Corporation and The Ohio State University

Abstract: Two designs for a fractional factorial experiment are equivalent if one can be obtained from the other by reordering the treatment combinations, relabeling the factors and relabeling the factor levels. Designs can be viewed as sets of points in $p$-dimensional space, where $p$ is the number of factors. It is shown that, in this setting, two designs are equivalent if the Hamming distances between the points are the same in all possible dimensions. An algorithm is given, based on this representation, that can detect distinct designs for $2^p$ experiments without a complete search of all reorderings and relabelings in the fraction. In addition, if two designs are equivalent, the algorithm gives a set of permutations which map one design to the other.

Key words and phrases: Design equivalence, fractional factorial experiment, Hamming distance.

Back To Index Previous Article Next Article Full Text