Ct. Liao et al., CONSTRUCTION OF ORTHOGONAL 2-LEVEL DESIGNS OF USER-SPECIFIED RESOLUTION WHERE N-NOT-EQUAL-2(K), Technometrics, 38(4), 1996, pp. 342-353
Fractional two-level factorial designs are often used in the early sta
ges of an investigation to screen for important factors. Traditionally
, 2(n-k) fractional factorial designs of resolution III, IV, or V have
been used for this purpose. When the investigator is able to specify
the set of nonnegligible factorial effects, it is sometimes possible t
o obtain an orthogonal design with fewer runs than a standard textbook
design by searching within a wider class of designs called parallel-f
lats designs. The run sizes in this class of designs do not necessaril
y need to be powers of 2. We discuss an algorithm for constructing ort
hogonal parallel-flats designs to meet user specifications. Several ex
amples illustrate the use of the algorithm.