 However, the two models do not have the same meaning and can be falsified based on data (that is, if observational data show an association between A and C after conditioning on B, then both models are incorrect).Conversely, data cannot show which of these two models are correct, because they have the same independence conditions.Conditioning on a variable is a mechanism for conducting hypothetical experiments.