Causal Inference, Instrumental Variable.
confounder. T is the treatment variable. Y is our target outcome. The true ATE here is 0.3 as can be seen from the equations. The dataset’s pairplot is displayed here: Results from a basic regression of Y on T are shown below: Interestingly, the coefficient adjacent to T (which would represent the