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Transportability Methods for Time-to-Event Outcomes: Application in Adjuvant Colon Cancer Trials.

Shuozhi ZuoKevin P JoseySridharan RaghavenFan YangElizabeth Juaréz-ColungaDebashis Ghosh
Published in: JCO clinical cancer informatics (2022)
The discrepancy in treatment effects among the 12 trials is unlikely to arise from the choice of model specification or distribution of observed covariates but from the distribution of unobserved covariates or study-level features. The ability to quantify heterogeneity among the 12 trials was greatly reduced in both the leave-one-trial-out transportability method and the conventional meta-analysis approach compared with the one-trial-at-a-time transportability method.
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