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A penalized linear mixed model with generalized method of moments for prediction analysis on high-dimensional multi-omics data

With the advances in high-throughput biotechnologies, high-dimensional multi-layer omics data become increasingly available. They can provide both confirmatory and complementary information to disease risk and thus have offered unprecedented opportunities for risk prediction studies. However, the hi...

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Detalles Bibliográficos
Autores principales: Wang, Xiaqiong, Wen, Yalu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9310531/
https://www.ncbi.nlm.nih.gov/pubmed/35649346
http://dx.doi.org/10.1093/bib/bbac193