A Critical Assessment of Two-Stage Group Screening Through Industrial Experimentation

Screening is the process of sifting through a set of factors via experimentation to determine the few important factors that have a substantial effect on a response. When the set of factors is large and interactions are anticipated, screening methods using single fractional factorial designs may require too many observations to be feasible, and the methodology of two-stage group screening has been suggested as an alternative.