A resample-replace lasso procedure for combining high-dimensional markers with limit of detection - Wang, Jinjuan; Zhao, Yunpeng; Tang, Larry L.; Mueller, Claudius; Li, Qizhai (Journal of applied statistics, 2022)
Keywords: area under the receiver operating characteristic curve (AUC); Biomarkers; Covariance matrix; graphical lasso; high-dimensional data; imputation; Limit of detection (LOD); Medical screening; precision matrix; Statistical methods