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What is a main effect? What is the general rule for determining how many main effects...

What is a main effect? What is the general rule for determining how many main effects there are in an experiment? What does it mean if you have a significant interaction in a factorial design? Generally speaking, how can you identify an interaction from a graphical depiction of data?

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