What is the Value of Censored Data? An Exact Analysis for the Data-driven Newsvendor

Rachitesh Kumar, Omar Mouchtaki

We study the offline data-driven newsvendor problem when historical demand is censored by past inventory levels. We introduce a class of policies for which worst-case expected regr…