Machine Learning, Causal Inference, Meta Learning, Instruments, Observational Studies.
prioritize the research design, but we need to be careful in model validation to make sure we have proper and strong instruments, otherwise estimates are very sensitive to violations. In addition to the IV methods discussed below, there are a few new and important orthogonal IV methods for