Working Papers
"A Kernelization-Based Approach to Nonparametric Binary Choice Models", Revised & Resubmitted at the Journal of Econometrics
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
"Slope Consistency of Quasi-Maximum Likelihood Estimator for Binary Choice Models", with Yoosoon Chang, Joon Y. Park, Economics Letters, Vol. 263, May. 2026
"Using SVM to Estimate and Predict Binary Choice Models", with Yoosoon Chang, Joon Y. Park
"On the Singularity of Machine Learning Methods for Predicting Imbalanced and Noisy Binary Data", with Yoosoon Chang, Joon Y. Park (Draft available upon request)Â