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stat.ME2024
A path-specific effect approach to mediation analysis with time-varying mediators and time-to-event outcomes accounting for competing risks
Arce Domingo-Relloso, Yuchen Zhang, Ziqing Wang +7
Not accounting for competing events in survival analysis can lead to biased estimates, as individuals who die from other causes do not have the opportunity to develop the event of…
stat.ME2023
Comparison of methods for analyzing environmental mixtures effects on survival outcomes and application to a population-based cohort study
Melanie N. Mayer, Arce Domingo-Relloso, Marianthi-Anna Kioumourtzoglou +3
The estimation of the effect of environmental exposures and overall mixtures on a survival time outcome is common in environmental epidemiological studies. While advanced statistic…