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

Upstream suppliers often set wholesale prices and reserve capacity without direct access to the detailed demand information held by downstream retailers. We study how a supplier can learn from a short history of wholesale prices, the retail prices subsequently chosen by a better-informed retailer, a