Causality, Causal Inference, Philosophy Of Science, Ethical Ai, Mediation Analysis.
a change in Education and we want to know its direct effect, we would most likely want to keep Skill at the level it already has. In other words, it makes more intuitive sense to use CDE(0) as our direct effect. Not only that, this agrees with the natural direct effect in this example. But then we