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stat.ME2025
On relation between separable indirect effect, natural indirect effect, and interventional indirect effect
Yan-Lin Chen, Sheng-Hsuan Lin
Recently, the separable indirect effect (SIE) has gained attention due to its identifiability without requiring the untestable cross-world assumption necessary for the natural indi…
stat.ME2023
Robust Inference for Causal Mediation Analysis of Recurrent Event Data
Yan-Lin Chen, Yan-Hong Chen, Pei-Fang Su +2
Recurrent events, including cardiovascular events, are commonly observed in biomedical studies. Researchers must understand the effects of various treatments on recurrent events an…