Guo Yan - Research

Publications

"A Kernelization-Based Approach to Nonparametric Binary Choice Models", Journal of Econometrics, Vol. 256, Jul. 2026

programs and replication package
Awards: Best Paper Award, 2024 European Winter Meeting of the Econometric Society; 33rd Australia New Zealand Econometric Study Group Research Award; SETA Young Scholar Award, 19th Symposium on Econometrics Theory & Applications
arXiv version

"Slope Consistency of Quasi-Maximum Likelihood Estimator for Binary Choice Models", with Yoosoon Chang, Joon Y. Park, Economics Letters, Vol. 263, Apr. 2026

arXiv version with full proof

Work Papers

"Using SVM to Estimate and Predict Binary Choice Models", with Yoosoon Chang, Joon Y. Park

"Revisiting Heteroskedastic Binary Choice Models: Interpretation, Estimation, and Inference (Draft available upon request)

"On the Singularity of Machine Learning Methods for Predicting Imbalanced and Noisy Binary Data", with Yoosoon Chang, Joon Y. Park (Draft available upon request)

Research initiated/done before PhD

"The Dilemma of One Currency Area: The Interactive Effects of Currency Overvaluation and Labor Market Rigidity on Export", with Han Gao, Jie Li, Ming Lu, Rudai Yang

"How Productivity and Credit Constraints Affect Exports Differently? Firm-level Evidence from China", with Tianhang Zhou, Xue Li, Jie Li, Structural Change and Economic Dynamics, 2022, Vol. 62: 207-230.

"Real Effective Exchange Rate and Regional Economic Growth in China: Evidence from Provincial Data", with Sheng Li, Yaqi Lin, Jie Li, China & World Economy, 2016, Vol. 24 (6), pp 43-63