On the assessment of the added value of new predictive biomarkers

Author:

Chen Weijie,Samuelson Frank W,Gallas Brandon D,Kang Le,Sahiner Berkman,Petrick Nicholas

Publisher

Springer Science and Business Media LLC

Subject

Health Informatics,Epidemiology

Reference19 articles.

1. Begg C, Vickers A: One statistical test is sufficient for assessing new predictive markers. BMC Med Res Methodol. 2011, 11 (13): 1-7.

2. Demler OV, Pencina MJ, D’Agostino R: Misuse of DeLong test to compare AUCs for nested models. Stat Med. 2012, 31: 2577-2587. 10.1002/sim.5328.

3. DeLong ER, DeLong DM, Clarke-Pearson DL: Comparing the areas under two or more correlated receiver operating characteristic curves: A nonparametric approach. Biometrics. 1988, 44 (3): 837-845. 10.2307/2531595.

4. Efron B, Tibshirani R: Improvements on cross-validation: the.632+ bootstrap method. J Am Stat Assoc. 1997, 92 (438): 548-560.

5. Hosmer DW, Lemeshow S: Applied Logistic Regression. 2004, New York, NY: John Wiley & Sons, 2, illustrated edition

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