Causality, Causal Inference, Backdoor, Frontdoor, Instrumental Variable.
as-if randomly assigned). With most observational studies and quasi-experimental designs, however, naive estimates are often not very useful. 4. Back-door variable adjustment (Observing X, Y and BD) If in addition to X and Y you can also measure BD, you can compute an unbiased estimate of the