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Time-dependent mediators in survival analysis: Graphical representation of causal assumptions

By Søren Wengel Mogensen and others at
LogoLund University
and
LogoUniversity of Oslo
We study time-dependent mediators in survival analysis using a treatment separation approach due to Didelez [2019] and based on earlier work by Robins and Richardson [2011]. This approach avoids nested counterfactuals and crossworld assumptions which are otherwise common in mediation analysis. The causal model of treatment, mediators, covariates, confounders and... Show more
October 7, 2023
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