Research
Research
Non/Semi-parametrics, Causal Inference (treatment effect and program evaluation), Auction, Panel Data, Spatial Econometrics
10. Varying-coefficient Spatial Dynamic Panel Data Models with Fixed Effects: Theory and Application, with Han Hong, Gaosheng Ju and Qi Li, accepted at Journal of Econometrics, 2024
9. On the Estimation of Quantile Treatment Effects Using a Semiparametric Propensity Score, with Mingfeng Zhan, accepted at Econometric Reviews, 2024. (won the 2024 Esfandiar Maasoumi Best Paper Award given by the Econometric Reviews)
8. How do Stay-at-home Orders Affect Air Pollution? Evidence from Northeastern Unites States, Empirical Economics, 2023.
7. A Simple Nonparametric Method for Estimation and Inference of Conditional Quantile Functions, with Zheng Fang and Qi Li, Econometric Theory, 2023. [Appendix]
6. Oil Supply News Shock and Chinese Economy, with Dandan Liu and Qiaoyu Wang, China Economic Review, 2022.
5. Estimation of Average Treatment Effects based On A Semiparametric Propensity Score, with Yu Sun and Qi Li, Econometric Reviews, 2021.
4. Kernel Smoothed Probability Mass Functions for Ordered Datatypes, with Jeffrey Racine and Qi Li, Journal of Nonparametric Statistics, 2020.
3. Inference on Difference-in-Differences Average Treatment Effects : A Fixed-b Approach, with Yu Sun, Journal of Econometrics, 2019.
2. Nonparametric Estimation of a Conditional Function in a Fixed Effects Panel Data Model, with Qi Li, Journal of Risk and Financial Management, 2018
1. On the Density Estimation of Air Pollution in Beijing, with Yanqin Fan and Lei Hou, Economics Letters, (163) 2018, 110-113.
Working Papers
Inference on Counterfactual Transition Matrices, with Brantly Callaway and Chengye Jia, 2023.
On the Estimation of Quantile Treatment Effects with Weak Overlap, 2025, under review
Sequential Semiparametric Estimation of Discrete Games, with Wenxin Guo and Zhongjian Lin, 2025
A New Semiparametric Approach for Estimating Conditional Quantile Treatment Effects Under Unconfoundedness, 2025.