Machine Learning, Causal Inference, Meta Learning, Instruments, Observational Studies.
treated group and control group are similar. Then we can calculate statistics based on the re-weighted pseudo-population. When correctly applied, weighting can potentially improve efficiency and reduce the bias of unweighted estimators. If the propensity score e(x) is a conditional probability of