Equivalence of fractional factorial designs

Citation
Jb. Clark et Am. Dean, Equivalence of fractional factorial designs, STAT SINICA, 11(2), 2001, pp. 537-547
Citations number
21
Categorie Soggetti
Mathematics
Journal title
STATISTICA SINICA
ISSN journal
10170405 → ACNP
Volume
11
Issue
2
Year of publication
2001
Pages
537 - 547
Database
ISI
SICI code
1017-0405(200104)11:2<537:EOFFD>2.0.ZU;2-I
Abstract
Two designs for a fractional factorial experiment are equivalent if one can be obtained from the other by reordering the treatment combinations, relab eling the factors and relabeling the factor levels. Designs can be viewed a s 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 Hammin g distances between the paints 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 a nd relabelings in the fraction. In addition, if two designs are equivalent, the algorithm gives a set of permutations which map one design to the othe r.