1 citations · 1 across the 2 of their papers we have counts for
3 papers
Local Asymptotics for Treatment Choice with Partial Identification
José Luis Montiel Olea, Chen Qiu, Jörg Stoye
We provide a new asymptotic framework to derive approximately optimal treatment assignments when sampling noise from data is compounded by fundamental uncertainty due to partial id…
Robust Bayes Treatment Choice with Partial Identification
Andrés Aradillas Fernández, José Luis Montiel Olea, Chen Qiu +2
We study a class of binary treatment choice problems with partial identification through the lens of robust (multiple prior) Bayesian analysis. We use a convenient set of prior dis…
Decision Theory for Treatment Choice Problems with Partial Identification
José Luis Montiel Olea, Chen Qiu, Jörg Stoye
We apply classical statistical decision theory to a large class of treatment choice problems with partial identification. We show that, in a general class of problems with Gaussian…