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In a factorial experiment, the main effects of different independent variables operate entirely independently of each other. Knowing that a main effect exists for one independent variable provides no predictive information regarding the presence, absence, or magnitude of a main effect for another independent variable in the same study.

Independence of Main Effects

In a factorial experiment, what does knowing that a main effect exists for one independent variable tell a researcher about the main effect of another independent variable?

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