Learning from Historical Transactions: Robust Supplier Pricing and Stocking with Sparse Data

Zhiqiang Chen

We study a wholesale pricing and capacity problem in which an upstream supplier observes only a small number of historical wholesale prices, the retail prices subsequently chosen b…