Working Papers

"A Kernelization-Based Approach to Nonparametric Binary Choice Models

"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)