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Multimodal data integration via mediation analysis with high‐dimensional exposures and mediators

Motivated by an imaging proteomics study for Alzheimer's disease (AD), in this article, we propose a mediation analysis approach with high‐dimensional exposures and high‐dimensional mediators to integrate data collected from multiple platforms. The proposed method combines principal component a...

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Detalles Bibliográficos
Autores principales: Zhao, Yi, Li, Lexin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley & Sons, Inc. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9057105/
https://www.ncbi.nlm.nih.gov/pubmed/35129252
http://dx.doi.org/10.1002/hbm.25800