Causality, Causal Inference, Backdoor, Frontdoor, Instrumental Variable.
I will list the most common methods I found in the literature, apply them to a simplified causal problem, and compare the observed estimates. This comparison is intended as a brief high-level overview and not as a tutorial on causal inferences. For a brief introduction on the topic I recommend