Cumulative/dynamic ROC curve estimation under interval censorship

DOI10.1080/00949655.2020.1736071OpenAlexW3011952870MaRDI QIDQ5036878

Pablo Martínez-Camblor, Susana Díaz-Coto, Norberto Octavio Corral-Blanco

Publication date: 23 February 2022

Published in: Journal of Statistical Computation and Simulation (Search for Journal in Brave)

Full work available at URL: http://hdl.handle.net/10651/55101

zbMATH Keywords

interval censorship(bio)markerC/D ROC curvemixed subjects approachtime-dependent outcome

Mathematics Subject Classification ID

Statistics (62-XX) Survival analysis and censored data (62Nxx)

Related Items (2)

The expectation-maximization approach for Bayesian additive Cox regression with current status data ⋮ Time‐dependent ROC curve estimation for interval‐censored data

Uses Software

• pROC
• icenReg

Cites Work

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• The use of Roc for defining the validity of the prognostic index in censored data
• Evaluating the ROC performance of markers for future events
• Optimal Composite Markers for Time-Dependent Receiver Operating Characteristic Curves with Censored Survival Data
• Time‐Dependent ROC Curves for Censored Survival Data and a Diagnostic Marker
• A Proportional Hazards Model for Interval-Censored Failure Time Data
• Tutorial on methods for interval-censored data and their implementation in R
• Estimation of the Youden Index and its Associated Cutoff Point
• Cumulative/dynamic ROC curve estimation
• Evaluating Prediction Rules fort-Year Survivors With Censored Regression Models
• Review and comparison of ROC curve estimators for a time‐dependent outcome with marker‐dependent censoring
• Survival Model Predictive Accuracy and ROC Curves

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