Automatic Debiased Machine Learning of Causal and Structural Effects

Victor Chernozhukov, Whitney K Newey, Rahul Singh

Many causal and structural effects depend on regressions. Examples include policy effects, average derivatives, regression decompositions, average treatment effects, causal mediati…