Ultra-high dimensional variable selection with application to normative aging study: DNA methylation and metabolic syndrome - Yoon, Grace; Zheng, Yinan; Zhang, Zhou; Zhang, Haixiang; Gao, Tao; Joyce, Brian; Zhang, Wei; Guan, Weihua; Baccarelli, Andrea A.; Jiang, Wenxin; Schwartz, Joel; Vokonas, Pantel S.; et al. (BMC bioinformatics, 2017)
Keywords: Aging; Bioinformatics; Blood pressure; Cardiovascular disease; Cell division; Cholesterol; CpG Islands; Deoxyribonucleic acid; Diabetes; DNA; DNA Methylation; Epigenetics; Gene expression; Genetic testing; Humans; Hypertension; Iterative methods; Lipids; Male; Markers; Mens health; Metabolic disorders; Metabolic syndrome; Metabolic Syndrome - genetics; Methodology; Models, Statistical; Obesity; Public health; Screening; Studies; Bootstrap; Ultra-high dimensional variable selection; Metabolic syndrome; elastic net; ISIS; methylation