Causal Inference, Instrumental Variable.
the Wald estimator. Furthermore, the standard deviation for Wald (0.107) is marginally lesser than that for 2SLS (0.124). Ok, we got it. But what is about nonlinear model? Let’s create a new data generating process: Now the true ATE is equal to 3. Pairplots will look as follows: In this new setup,