Causality, Causal Inference, Backdoor, Frontdoor, Instrumental Variable.
causal effect of X on Y, avoiding the problems that naive estimates have. Here BD is just a single variable, but it could be a set of variables which satisfy the back-door criteria. When reviewing the literature I found the following five methods to estimate causal effects while adjusting for