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When Does IPCW Help? Simulation and Real-World Evidence on Censoring Adjustment in Survival Analysis
2025-08-26
epidemiology
Title + abstract only
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Estimating treatment effects from time-to-event data in observational studies requires careful adjustment for both confounding and informative censoring. While inverse probability of treatment weighting (IPTW) and inverse probability of censoring weighting (IPCW) have been used to address these sources of bias separately, their combined application remains underexplored, especially in high-dimensional, real-world datasets. In this paper, we benchmark IPTW, IPCW, and their combination to estimate...
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