Cumulative/dynamic ROC curve estimation under interval censorship

• Published in: Journal of statistical computation and simulation Vol. 90; no. 9; pp. 1570 - 1590
• Main Authors: Díaz-Coto, Susana, Martínez-Camblor, Pablo, Corral-Blanco, Norberto Octavio
• Format: Journal Article
• Language: English
• Published: Abingdon Taylor & Francis 12.06.2020; Taylor & Francis Ltd
• Subjects: (Bio)marker; 62Nxx; Approximation; C/D ROC curve; Censorship; Computer simulation; interval censorship; Mathematical analysis; mixed subjects approach; Time dependence; time-dependent outcome

The receiver operating characteristic (ROC) curve is a graphical tool commonly used to assess the discriminatory ability of continuous markers in binary classification problems. Different extensions of the ROC curve have been proposed in the prognosis context, where the characteristics in the study...