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[BLV13] Time-Dependent AUC with Right-Censored Data: A Survey
Chapitres de Livre : Titre du livre: "Risk Assessment and Evaluation of Predictions", October 2013, Springer New York, pp. 239-251, (doi: 10.1007/978-1-4614-8981-8_11) (isbn: 978-1-4614-8980-1)Mots clés: AUC, Cali
Résumé:
The ROC curve and the corresponding AUC are popular tools for the evaluation of diagnostic tests. They have been recently extended to assess prognostic markers and predictive models. However, due to the many particularities of time-to-event outcomes, various definitions and estimators have been proposed in the literature. This review article aims at presenting the ones that accommodate to right-censoring, which is common when evaluating such prognostic markers.
Equipe:
msdma
Collaboration:
ISPED
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BibTeX
| @inbook { | |||
| BLV13, | |||
| title | = | "{Risk Assessment and Evaluation of Predictions}", | |
| chapter | = | "{Time-Dependent AUC with Right-Censored Data: A Survey}", | |
| author | = | "P. Blanche and A. Latouche and V. Viallon", | |
| year | = | 2013, | |
| publisher | = | "Springer New York", | |
| pages | = | "239-251", | |
| doi | = | "10.1007/978-1-4614-8981-8_11", | |
| isbn | = | "978-1-4614-8980-1", | |
| } | |||
