"Surprising" results in an DSD-Design
As part of a master’s thesis, a Definitive Screening Design with six continuous variables was conducted. We generated a standard design in JMP with 17 runs (+3 additional runs at the zero level). The results surprised me in that a considerable number of interaction and quadratic effects are highly significant. My initial suspicion was overfitting, but I cannot find any indications supporting that....