Machine Learning, Causal Inference, Meta Learning, Instruments, Observational Studies.
cutoff for treatment assignment doesn’t always exist, but this approach is widely used in social policy studies and medical domains. Most algorithms that we discuss in this article mainly look at one snapshot of the outcome for treatment effects rather than at repeated observations of outcomes over