Misspecified Estimate-then-Optimize Leads to Supra-Competitive Prices

Jackie Baek, Vivek F. Farias, Farrell Wu

We study whether simple algorithmic pricing systems can systematically produce collusive-like prices in multi-firm markets. We consider firms that price using a myopic estimate-the…