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If you're Looking at the Cell Means, You're Not Looking at Only the Interaction (Unless All Main Effects Are Zero)
(American Psychological Association, 1991)
This reply to Meyer explains again that cell means, although usually the results of greatest interest, should not be confused with interaction effects. Unless all main effects are 0, one cannot accurately interpret an ...