no code implementations • 15 Nov 2023 • Daido Kido
We also show that the optimal ITR is strategy-proof, that is, individuals do not have a strong incentive to lie even if they know the optimal ITR a priori.
no code implementations • 15 Nov 2023 • Daido Kido
Policymakers often desire a statistical treatment rule (STR) that determines a treatment assignment rule deployed in a future population from available data.
no code implementations • 10 May 2022 • Daido Kido
This study examines the application of distributionally robust optimization (DRO), which formalizes an ambiguity about the target population and adapts to the worst-case scenario in the set.
no code implementations • 18 Dec 2021 • Takanori Ida, Takunori Ishihara, Koichiro Ito, Daido Kido, Toru Kitagawa, Shosei Sakaguchi, Shusaku Sasaki
Our estimates confirm that the estimated assignment policy optimally allocates individuals to be treated, untreated, or choose themselves based on the relative merits of paternalistic assignments and autonomous choice for individuals types.
