Working Papers
"A Kernelization-Based Approach to Nonparametric Binary Choice Models"
Awards: Best Paper Award, 2024 European Winter Meeting of the Econometric Society; 33rd Australia New Zealand Econometric Study Group Research Award
"Slope Consistency of Quasi-Maximum Likelihood Estimator for Binary Choice Models", with Yoosoon Chang, Joon Y. Park
"Machine Learning in Econometric Models: 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)