Sokbae Lee
Selected Publications
Binary classification with the maximum score model and linear programming
This paper presents a computationally efficient method for binary classification using Manski’s (1975,1985) maximum score model […]
Policy learning with confidence
This paper introduces a framework for selecting policies that maximize expected welfare under estimation uncertainty. The […]
Inference in a class of optimization problems: confidence regions and finite sample bounds on errors in coverage probabilities
This paper describes a method for carrying out inference on partially identified parameters that are solutions […]