Design Of Experiments, Factorials, Sas, Experiment, Optimization.
have 16 animals per level of Factor A. To estimate the effect of Factor B — when Factor A=2 — you have 8 animals per level of Factor B. This will decrease by a factor two if you also include a level of Factor C. Now, you can easily see how peeling off more layers of the onion results in having a