Data Science, Statistics, Analytics, Experiment, Causality.
estimate causal effects. The do() Operator and Backdoor Adjustment The do() notation indicates that we are changing something. In general, P(Y|X=x) is not the same as P(Y|do(X=x)). The former deals with observation (“Given that we observe X=x…”) while the latter deals with intervention (“Given that