main effect and interaction effect are mutually orthogonal show
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The main effect is the difference between τ values (light gray), which is the response for a given level of a factor averaged over the levels of other factors. The interaction effect is the difference between effects of A at the different levels of B or vice versa (dark gray, Δ).
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In statistics, main effect is the effect of one of just one of the independent variables on the dependent variable. ... An interaction effect occurs if there is an interaction between the independent variables that affect the dependent variable
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