most citedA Causal Inference Framework for Leveraging External Controls in Hybrid Trials

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stat.ME2024

Effects Among the Affected

Lina M. Montoya, Elvin H. Geng, Michael Valancius +2

Many interventions are both beneficial to initiate and harmful to stop. Traditionally, to determine whether to deploy that intervention in a time-limited way depends on if, on aver…

stat.ME2023★ 1 cited

A Causal Inference Framework for Leveraging External Controls in Hybrid Trials

Michael Valancius, Herb Pang, Jiawen Zhu +3

We consider the challenges associated with causal inference in settings where data from a randomized trial is augmented with control data from an external source to improve efficie…