Time-dependent AUC with right-censored data: A survey
Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
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 timeto- event outcomes, various definitions and estimators have been proposed in the literature. This review article aims at presenting the ones that accommodate to rightcensoring, which is common when evaluating such prognostic markers.
| Original language | English |
|---|---|
| Title of host publication | Risk Assessment and Evaluation of Predictions |
| Editors | Axel Gandy, Glen Satten, Mitchell Gail, Ruth Pfeiffer, Tianxi Cai, Mei-Ling Ting Lee |
| Number of pages | 13 |
| Volume | 215 |
| Publisher | Springer Science and Business Media, LLC |
| Publication date | 1 Jan 2015 |
| Pages | 239-251 |
| ISBN (Print) | 9781461489801 |
| DOIs | |
| Publication status | Published - 1 Jan 2015 |
| Externally published | Yes |
| Event | International conference on Risk Assessment and Evaluation of Predictions, 2011 - Silver Spring, United States Duration: 12 Oct 2011 → 14 Oct 2011 |
Conference
| Conference | International conference on Risk Assessment and Evaluation of Predictions, 2011 |
|---|---|
| Land | United States |
| By | Silver Spring |
| Periode | 12/10/2011 → 14/10/2011 |
| Sponsor | College of Computer, Mathematical, and Natural Sciences, Division of Cancer Control and Population Sciences at NCI, Division of Research School of Public Health, College of Agriculture and Natural Sciences, Etal, University of Maryland at College Park |
ID: 209921386