Causality, Causal Inference, Backdoor, Frontdoor, Instrumental Variable.
different than the naive estimate, the two estimates actually have opposite signs and lead to conflicting conclusions (check Simpson’s Paradox) 4.2 Direct Matching The covariates adjustment from above can also be accomplished by directly matching treatment and control participants on their BD