Machine Learning, Causal Inference, Meta Learning, Instruments, Observational Studies.
adjust selection bias, stratification (also known as subclassification or blocking) splits the entire group into homogeneous subgroups, where within each subgroup, ideally the treated group and the control group are similar under certain measurements over covariates. Then the treatment effect