Integrated analysis of DNA-methylation and gene expression using high-dimensional penalized regression: a cohort study on bone mineral density in postmenopausal women

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作者
Tonje G. Lien
Ørnulf Borgan
Sjur Reppe
Kaare Gautvik
Ingrid Kristine Glad
机构
[1] University of Oslo,
[2] Department of Mathematics,undefined
[3] Oslo University Hospital,undefined
[4] Department of Medical Biochemistry,undefined
[5] Lovisenberg Diakonale Hospital,undefined
[6] Unger-Vetlesen Institute,undefined
[7] University of Oslo,undefined
[8] Institute of Basic Medical Sciences,undefined
来源
BMC Medical Genomics | / 11卷
关键词
Bone; DNA-methylation; Gene expression; Individual penalties; Integration; Lasso; Ridge regression;
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