confounded effects

Two or more factors or interactions varying in the same way in an experment make it impossible to separate their effect on a result variable of interest.  This is also called aliasing.  The average effect of a factor or the effect of interactions are indistinguishably combined with the effects of other factor(s) or interaction(s).