Causality, Causal Inference, Backdoor, Frontdoor, Instrumental Variable.
effect of cause X on an outcome Y. When we are only observing those variables, or if there are challenges with the randomization (e.g. selection bias), we will typically need to account for a broader set of variables. In Figure 1 I present a causal graph for a hypothetical example. The example