Nonparametric Estimation of Time-Dependent ROC, Brier Score, and Survival Difference from Right Censored Time-to-Event Data with or without Competing Risks

[Up] [Top]

Documentation for package ‘tdROC’ version 2.0

Help Pages

mayo Example data: Mayo Data
Melano Example data: Malignant Melanoma Data
plot_tdROC Plot the time-dependent ROC curve
plot_tdROC_cr Plot the time-dependent ROC curve with competing risk
tdROC Estimate time-dependent prediction accuracy measures, including the ROC, AUC, Brier score, and survival difference, with right-censored survival data.
tdROC.cr Estimate time-dependent prediction accuracy measures, including the ROC, AUC, Brier score, and survival probability difference, with competing risk data.