2 papers
econ.EM2026
Uniform Inference on Quantile Effects under Network Interference
Zequn Jin, Gaoqian Xu, Zixin Yang +1
This paper studies quantile treatment and spillover effects in network experiments. Average spillover effects reveal how treating a unit's neighbors affects its outcome on 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…