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Bayesian linear mixed model with multiple random effects for prediction analysis on high-dimensional multi-omics data

MOTIVATION: Accurate disease risk prediction is an essential step in the modern quest for precision medicine. While high-dimensional multi-omics data have provided unprecedented data resources for prediction studies, their high-dimensionality and complex inter/intra-relationships have posed signific...

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Detalles Bibliográficos
Autores principales: Hai, Yang, Ma, Jixiang, Yang, Kaixin, Wen, Yalu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10627352/
https://www.ncbi.nlm.nih.gov/pubmed/37882747
http://dx.doi.org/10.1093/bioinformatics/btad647