Minimax regret treatment rules with finite samples when a quantile is the object of interest

Patrik Guggenberger, Nihal Mehta, Nikita Pavlov

Consider a setup in which a decision maker is informed about the population by a finite sample and based on that sample has to decide whether or not to apply a certain treatment. W…