![]() It displays the means for each group within a categorical variable. The main effects plot’s basic purpose is to compare the changes in the means to identify the most categorical variable that influences the response. In other words, mean response values at each level of the process variable. In the Design Of Experiment or Analysis of variance, the main effects plot shows the mean outcome for each independent variable’s value, combining the effects of the other variables. The main effects plot is the simplest graphical tool to determine the relative impact of a variety of inputs on the output of interest.
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