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A machine learning based approach towards high-dimensional mediation analysis

Mediation analysis is used to investigate the role of intermediate variables (mediators) that lie in the path between an exposure and an outcome variable. While significant research has focused on developing methods for assessing the influence of mediators on the exposure-outcome relationship, curre...

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Detalles Bibliográficos
Autores principales: Nath, Tanmay, Caffo, Brian, Wager, Tor, Lindquist, Martin A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10332048/
https://www.ncbi.nlm.nih.gov/pubmed/36586543
http://dx.doi.org/10.1016/j.neuroimage.2022.119843