Machine Learning, Causal Inference, Meta Learning, Instruments, Observational Studies.
estimation (2SLS): In contrast to the parametric nature of the double least square model, Sieve two-stage least square estimation (2SLS) is a nonparametric model. We must specify the sieve basis for T, X, and Y (Hermite polynomial or a set of indicator functions) and the number of elements of the