Data Science, Machine Learning, Causality, Causal Inference, Python.
satisfies the back-door criterion for the effect of X on Y, you can use the formula to find the effect of X on Y. This “effect” is the distribution Y will take on if you intervene to set the value of X to x, or “do” the operation X=x. I go into a lot of detail on the formula here in another post.