Using SVM to Estimate and Predict Binary Choice Models

Yoosoon Chang, Joon Y. Park, Guo Yan

The support vector machine (SVM) has an asymptotic behavior that parallels that of the quasi-maximum likelihood estimator (QMLE) for binary outcomes generated by a binary choice mo…