Model Selection for Treatment Choice: Penalized Welfare Maximization

Eric Mbakop, Max Tabord-Meehan

This paper studies a penalized statistical decision rule for the treatment assignment problem. Consider the setting of a utilitarian policy maker who must use sample data to alloca…