Estimation of incident dynamic AUC in practice

DOI10.1016/J.CSDA.2020.107095OpenAlexW3087145786MaRDI QIDQ829721

N. E. Zubov

Publication date: 6 May 2021

Published in: Computational Statistics and Data Analysis (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.csda.2020.107095

zbMATH Keywords

concordance indexdiscriminative abilitydynamic survival modelprediction 1time-dependent AUC

Mathematics Subject Classification ID

Statistics (62-XX)

Uses Software

• dynpred

Cites Work

• Unnamed Item
• Evaluating the ROC performance of markers for future events
• Joint Models for Longitudinal and Time-to-Event Data
• Dynamic Predictions and Prospective Accuracy in Joint Models for Longitudinal and Time-to-Event Data
• The sensitivity and specificity of markers for event times
• A direct method to evaluate the time‐dependent predictive accuracy for biomarkers
• Proportional Hazards Estimate of the Conditional Survival Function
• Time-Dependent AUC with Right-Censored Data: A Survey
• Review and comparison of ROC curve estimators for a time‐dependent outcome with marker‐dependent censoring
• Prospective Accuracy for Longitudinal Markers
• Survival Model Predictive Accuracy and ROC Curves

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