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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…
econ.EM2024
Data-Driven Policy Learning for Continuous Treatments
Chunrong Ai, Yue Fang, Haitian Xie
This paper studies policy learning for continuous treatments from observational data. Continuous treatments present more significant challenges than discrete ones because populatio…