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Sparse Principal Component based High-Dimensional Mediation Analysis

Causal mediation analysis aims to quantify the intermediate effect of a mediator on the causal pathway from treatment to outcome. When dealing with multiple mediators, which are potentially causally dependent, the possible decomposition of pathway effects grows exponentially with the number of media...

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Detalhes bibliográficos
Publicado no:Comput Stat Data Anal
Main Authors: Zhao, Yi, Lindquist, Martin A., Caffo, Brian S.
Formato: Artigo
Idioma:Inglês
Publicado em: 2019
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7449232/
https://ncbi.nlm.nih.gov/pubmed/32863492
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.csda.2019.106835
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