Machine Learning, Causal Inference, Meta Learning, Instruments, Observational Studies.
natural experiments, instrumental-variables (IV), and regression-discontinuity models. We will dive into IV approaches in a later section of this article and briefly introduce the other two here. For natural experiments, rather than assuming ignorability over the entire dataset, we need to find