Precise unbiased estimation in randomized experiments using auxiliary observational data

Randomized controlled trials (RCTs) admit unconfounded design-based inference – randomization largely justifies the assumptions underlying statistical effect estimates – but often have limited sample sizes. However, researchers may have access to big observational data on covariates and outcomes fro...

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Bibliographic Details
Main Authors: Gagnon-Bartsch Johann A., Sales Adam C., Wu Edward, Botelho Anthony F., Erickson John A., Miratrix Luke W., Heffernan Neil T.
Format: Article
Language:English
Published: De Gruyter 2023-08-01
Series:Journal of Causal Inference
Subjects:
Online Access:https://doi.org/10.1515/jci-2022-0011