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Heterogeneous interventional effects with multiple mediators: Semiparametric and nonparametric approaches

We propose semiparametric and nonparametric methods to estimate conditional interventional indirect effects in the setting of two discrete mediators whose causal ordering is unknown. Average interventional indirect effects have been shown to decompose an average treatment effect into a direct effect...

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Détails bibliographiques
Auteurs principaux: Rubinstein Max, Branson Zach, Kennedy Edward H.
Format: Artigo
Langue:Inglês
Publié: De Gruyter 2023-07-01
Collection:Journal of Causal Inference
Sujets:
Accès en ligne:https://doi.org/10.1515/jci-2022-0070
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