Machine Learning, Causal Inference, Meta Learning, Instruments, Observational Studies.
re-weighting methods create a “pseudo-population” to address the challenge of selection bias due to different distributions of the treated and control groups. The main idea of weighting is to assign an appropriate magnitude to each sample in the observation dataset so that the distributions of the