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I have a statistical problem in connection to interaction effects and main effects in the social sciences.
I am doing a regression where I have two interaction terms with one common variable. The interaction terms are used in order to prove or falsify two hypotheses. If I include all main effects and interaction effects, all effects become insignificant.
My approach is to leave the main effects out. This will leave with only significant interaction effects. Is this a valid approach?