2 papers
econ.EM2024
Identification and inference of outcome conditioned partial effects of general interventions
Zhengyu Zhang, Zequn Jin, Lihua Lin
This paper proposes a new class of distributional causal quantities, referred to as the \textit{outcome conditioned partial policy effects} (OCPPEs), to measure the \textit{average…
econ.EM2022
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…