Outcome-adapted Automatic Debiased Machine Learning

Asger Waagepetersen, Asbjørn Risom, Niels Richard Hansen +1

Parameters of interest in causal inference, such as treatment or policy effects, can often be expressed as linear functionals of an outcome regression function. Automatic debiased…