2 papers
econ.EM2026
Root- Asymptotically Normal Maximum Score Estimation
Nan Liu, Yanbo Liu, Yuya Sasaki +1
The maximum score method (Manski, 1975, 1985) is a powerful approach for binary choice models, yet it is known to face both practical and theoretical challenges. In particular, the…
econ.EM2025
Nonparametric Uniform Inference in Binary Classification and Policy Values
Nan Liu, Yanbo Liu, Yuya Sasaki +1
We develop methods for nonparametric uniform inference in cost-sensitive binary classification, a framework that encompasses maximum score estimation, predicting utility maximizing…