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econ.EM2026
Higher-Order Debiased Estimators for General Treatment Models
Yulin Zhang, Lin Liu, Zheng Zhang
It is now well known that estimators based on influence functions can be sub-optimal in terms of convergence rates in various settings. To address this issue, higher-order influenc…
econ.EM2026
Data-Automated Policy Learning for Nonlinear Welfare
Chunrong Ai, Zeqi Wu, Zheng Zhang
This paper explores policy learning from observational data, focusing on a nonlinear welfare criterion in a binary treatment setting. The nonlinear criterion is inspired by scenari…