Identification and Auto-debiased Machine Learning for Outcome Conditioned Average Structural Derivatives

Zequn Jin, Lihua Lin, Zhengyu Zhang

This paper proposes a new class of heterogeneous causal quantities, named \textit{outcome conditioned} average structural derivatives (OASD) in a general nonseparable model. OASD i…