Articles with "ordered mediators" as a keyword



Complete effect decomposition for an arbitrary number of multiple ordered mediators with time-varying confounders: A method for generalized causal multi-mediation analysis

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Published in 2022 at "Statistical Methods in Medical Research"

DOI: 10.1177/09622802221130580

Abstract: Causal mediation analysis is advantageous for mechanism investigation. In settings with multiple causally ordered mediators, path-specific effects have been introduced to specify the effects of certain combinations of mediators. However, most path-specific effects are unidentifiable.… read more here.

Keywords: ordered mediators; path specific; mediation analysis; number ... See more keywords