Causality, Causal Inference, Backdoor, Frontdoor, Instrumental Variable.
backdoor variables: 4.1 Covariates One way to estimate the causal effect of X on Y is to run a regression model, predicting Y from X and including BD as a covariate. For most researchers who have training in linear regression but not in causal inferences, this is often the most intuitive approach.