Post-estimation Adjustments in Data-driven Decision-making with Applications in Pricing

Michael Albert, Max Biggs, Ningyuan Chen +1

The predict-then-optimize (PTO) framework is a standard approach in data-driven decision-making, where a decision-maker first estimates an unknown parameter from historical data an…