Design Of Experiments, Factorials, Sas, Experiment, Optimization.
sample size too small to reliably estimate a treatment effect. This is why full factorial designs look really cool on paper, but are seldom useful if you want to do a deep dive AND achieve statistical significance. However, they are great designs for screening studies. A factorial design has