Online First Review of Economic Studies Online 17 Feb 2026Decision Theory for Treatment Choice Problems with Partial IdentificationJosé Luis Montiel Olea · Chen Qiu · Jörg StoyeThis paper applies classical statistical decision theory (Wald 1950) to treatment choice problems where the data only partially identify payoff-relevant parameters. The policy maker chooses an action …