Decision Support for Marketplace Policies under Incomplete Evidence: From Replay to Launch Readiness

Prashant Shekhar, Caroline Howard

Marketplace platforms routinely evaluate pricing and allocation policies using logged observational data, yet strong offline performance does not imply that a policy is safe to dep…