Machine Learning, Causal Inference, Meta Learning, Instruments, Observational Studies.
quasi-experiments (a research design that looks like an experimental design but lacks the key ingredient — random assignment of the treatment — studying instead pre-existing groups that received different treatments after the fact). In quasi-experiments, commonly used approaches include simple