Time-dependent AUC with right-censored data:a survey. In: Risk Assessment and Evaluation of Predictions

Paul Blanche (1) , Aurélien Latouche (2) , Vivian Viallon (3)

1 Epidémiologie et Biostatistique [Bordeaux]
2 Méthodes statistiques de data-mining et apprentissage
3 UMRESTTE UMR T9405 - Unité Mixte de Recherche Epidémiologique et de Surveillance Transport Travail Environnement

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.

Mots clés: STATISTIQUE

Domaines: Méthodes et statistiques

Paul Blanche, Aurélien Latouche, Vivian Viallon. Time-dependent AUC with right-censored data:a survey. In: Risk Assessment and Evaluation of Predictions. Time-dependent AUC with right-censored data:a survey. In: Risk Assessment and Evaluation of Predictions, SPRINGER, pp. 239-252, 2013. ⟨hal-00924087⟩