Data Science, Statistics, Analytics, Experiment, Causality.
keeping all “front-foor” paths open (paths starting with an edge coming out of X). Or, if you prefer thinking in terms of trees: we want to construct a new tree with X as the root node. Let’s use this DAG for illustration: What is the causal effect of V on X? We want to compute E[X|do(V=1)] -