Refereed Publications

1.      Hu, Shiyun, Hongyi Jiang, and Haitian Xie*. The Theory and Practices of Double Machine Learning：From “Black Box” to “Tool Box”. Journal of Quantitative & Technological Economics (in Chinese), 2026, (03).

2.      Jiang, Hongyi, Xingyu Li*, Yan Shen, and Qiankun Zhou. Prediction Intervals of Panel Data Approach for Programme Evaluation. Journal of Applied Econometrics, 2025, 40: 655-668.

3.      Jiang, Hongyi*, Zhenting Sun, and Shiyun Hu. A Nonparametric Test of mth-degree Inverse Stochastic Dominance. Economics Letters, volume 244, November 2024, 111978.

4.      Jiang, Hongyi*, and Zhenting Sun. Testing Partial Instrument Monotonicity. Economics Letters, volume 233, December 2023, 111400.

5.      Hu, Shiyun, Hongyi Jiang*, and Zhenting Sun. IV Validity for Heterogeneous Causal Effects and Statistical Inference. Journal of Quantitative & Technological Economics (in Chinese), 2025, (03).

6.      Shen, Yan*, and Hongyi Jiang. New Approaches to Protecting Financial Consumers' Rights and Interests in the Context of Digital Finance. PKU Financial Review (in Chinese), 2024, (04), 65-68.

7.      Shen, Yan, Hongyi Jiang*, Shiyun Hu, Jiaqi Zhao, and Zhuo Huang. Digital Finance Supports High-quality Development: Theory, Mechanism and Evidence. Journal of Financial Research (in Chinese), 2024, (07).

8.      Zhao, Jiaqi, Hongyi Jiang, Shiyun Hu, and Yan Shen*. Fintech, Small Enterprise Credit and Credit Risk: Evidence from Bank Digitization in China. China Economic Quarterly (in Chinese), 2023, 23(05), 1686-1703.

Submitted Papers

1.      Mega-Data Analysis on the Impact of the “Double Reduction” Policy on Student Mental Health. with Xiang Zhang, Yuting Xiong and Ling Li, conditionally accepted at China Economic Quarterly (in Chinese)

Working Papers

1.      Matrix Completion, Factor Analysis and Treatment Effects in the Presence of Spatial Dependence. with Xingyu Li, Yan Shen and Qiankun Zhou 

2.      Unveiling the Global Ripples: How EU ETS Influences Chinese Exporters. with Zhuoyu Chen, Yaqi Wang and Miaojie Yu

3.      Minimum Wage Adjustments and Potential Labor Market Outcomes in China: An Examination through Protests. with Shiyun Hu, Yuan Qin and Dandan Zhang

4.      The Effect of a Deadly Epidemic on Firm Exports: Evidence from the 2003 SARS Outbreak. with Wei You, Jinyong Zhan, Shilin Zheng and Zhenting Sun