Adaptive debiased machine learning using data-driven model selection techniques

Lars van der Laan, Marco Carone, Alex Luedtke +1

Debiased machine learning estimators for smooth functionals in nonparametric models can exhibit substantial variability and instability, often leading practitioners to instead rely…