Least absolute shrinkage and selection operator type methods for the identification of serum biomarkers of overweight and obesity: simulation and application - Vasquez, Monica M.; Hu, Chengcheng; Roe, Denise J.; Chen, Zhao; Halonen, Marilyn; Guerra, Stefano (BMC medical research methodology, 2016)
Keywords: Algorithms; Area Under Curve; Biological markers; Biomarkers; Biomarkers - blood; High-Dimensional; Humans; Identification and classification; LASSO; Logistic Models; Medical research; Medicine, Experimental; Methods; Models, Biological; Obesity; Obesity - blood; Obesity - diagnosis; Overweight; Overweight - blood; Overweight - diagnosis; ROC Curve; Biomarkers; Obesity; High-Dimensional; LASSO; Overweight