Machine Learning, Causal Inference, Meta Learning, Instruments, Observational Studies.
subsets that approximate an experiment. A few common sources are by lottery, from prior A/B tests, and so on. Natural experiments allow common courses of treatment T and outcome Y, as long as the source is not affected by them. They exploit “as-if random” assignment of treatments to measure