A main effect occurs when the mean response changes across the levels of a factor. Main effects plots could be used to compare the relative strength of the effects across factors. Main effect dia- grams described in Fig. 7 show the behaviour of the response through the different variations of factors. It is clear that all factors have an effect on the dyeing quality parameters (K/S). However, this behaviour varies from one response to another.