Causality, Causal Inference, Backdoor, Frontdoor, Instrumental Variable.
brevity, however, this example brushed over many important details, some of which I will need to mention explicitly: Here I treated causal effects as an unitary concept, yet there are different types of causal effects. Instrumental variables, for example, estimate Local Average Treatment Effect,