Aug 3, 2023 · Decision makers often want to target interventions so as to maximize an outcome that is observed only in the long term.

Oct 29, 2020 · Using the first experiment, we evaluate this approach empirically by comparing the policy learned using imputed outcomes with a policy learned ...

Jan 9, 2024 · We introduce our method in Sec- tion 4: we first explain the imputation of the long-term outcome using the surrogate index and prove sufficient.

This literature focuses on using surrogates to identify treatment effects on long-term outcomes and, in this paper, we extend this to targeting policy ...

When primary outcome of interest is short-term, a policy can be directly optimized on it before treating the next batch. But long-term outcomes are not observed ...

Decision-makers often want to target interventions (e.g., marketing campaigns) so as to maximize an outcome that is observed only in the long-term.

Using the first experiment, we evaluate this approach empirically by comparing the policy learned using imputed outcomes with a policy learned on the ground- ...

Decision-makers often want to target interventions (e.g., marketing campaigns) so as to maximize an outcome that is observed only in the long-term.

Duration: 1:16
Posted: Aug 27, 2024

Jun 14, 2024 · Decision makers often want to target interventions so as to maximize an outcome that is observed only in the long term.