abstract:In statistics, the principle of marginality refers to the fact that the average (or main) effects, of variables in an analysis are marginal to their interaction effect. The principle of marginality argues that, in general, it is wrong to test, estimate, or interpret main effects of explanatory variables where the variables interact or, similarly, to model interaction effects but delete main effects that are marginal to