Causality, Causal Inference, Backdoor, Frontdoor, Instrumental Variable.
includes the three main types of additional variables which help us to get an unbiased estimate: backdoor, front door and instrument variables. Figure 1. A hypothetical graphical causal model of cause X influencing outcome Y in the presence of other variables. The causal effect of X on Y can be