SSRNEconometrics & Forecasting

Machine Learning for Causal Inference: Is a Nonlinear First Stage Really Forbidden in 2SLS?

The paper shows that the bias in the two-stage least squares estimator can be split into an observable and unobservable bias, without needing to specify the first stage's functional form or validate the instrumental variable.