We have seen that the one-at-a-time approach to investigating the effect of
two factors on a response is suitable only for situations in which the two factors do
not interact. Although this was illustrated for the simple case in which two factors
were to be investigated at each of two levels, the inadequacies of a one-at-a-time
approach are even more salient when trying to investigate the effects of more than
two factors on a response.