Online First Review of Economic Studies Online 2 Mar 2026Optimal Decision Rules When Payoffs are Partially IdentifiedTimothy Christensen · Hyungsik Roger Moon · Frank SchorfheideThis paper derives asymptotically optimal statistical decision rules for discrete choice problems when the payoffs associated with some choices are only partially identified. The research question is: …