I'd suggest that, for a binary variable, interactions be calculated for the both values of the variable, not just for 1 (for 0-1 variables). Let, say, we have a continuous variable a and a binary variable b. Now only the distribution of ab is assessed. It would be more correct to assess the both distributions: of ab and a(1-b).
I'd suggest that, for a binary variable, interactions be calculated for the both values of the variable, not just for 1 (for 0-1 variables). Let, say, we have a continuous variable a and a binary variable b. Now only the distribution of ab is assessed. It would be more correct to assess the both distributions: of ab and a(1-b).