Exchangeability of measures of association before and after exposure status is flipped: its relationship with confounding in the counterfactual model.

The approach based on exchangeability of measures of association essentially does not provide a definition of confounding in the counterfactual framework. Subtly differing notions of confounding should be distinguished carefully.