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Combining Multiple Markers for Classification Using ROC

โœ Scribed by Shuangge Ma; Jian Huang


Book ID
109223636
Publisher
John Wiley and Sons
Year
2007
Tongue
English
Weight
146 KB
Volume
63
Category
Article
ISSN
0006-341X

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Based on the SCAD penalty and the area under the ROC curve (AUC), we propose a new method for selecting and combining biomarkers for disease classification and prediction. The proposed estimator for the combination of the biomarkers has an oracle property; that is, the estimated combination of the b