Machine Learning, Causal Inference, Meta Learning, Instruments, Observational Studies.
to the violation of exclusion assumption. A regression discontinuity model elicits the causal effects of treatments in situations where candidates are selected for treatment based on whether their values exceed a sharp cutoff or threshold. In most business problems that we are working with, a sharp