timeROC: Time-Dependent ROC Curve and AUC for Censored Survival Data

Estimation of time-dependent ROC curve and area under time dependent ROC curve (AUC) in the presence of censored data, with or without competing risks. Confidence intervals of AUCs and tests for comparing AUCs of two rival markers measured on the same subjects can be computed, using the iid-representation of the AUC estimator. Plot functions for time-dependent ROC curves and AUC curves are provided. Time-dependent Positive Predictive Values (PPV) and Negative Predictive Values (NPV) can also be computed.

Author
Paul Blanche
Date of publication
2015-03-25 00:27:15
Maintainer
Paul Blanche <paulfblanche@gmail.com>
License
GPL (>= 2)
Version
0.3

View on CRAN

Man pages

compare
Compute tests for comparing two time-dependent AUC
confint
Confidence intervals for areas under time-dependent ROC...
Melano
Malignant melanoma data
Paquid
Paquid cohort data
plot
Plot function for time-dependent ROC curve
plotAUCcurve
Plot time-dependent AUC curve
plotAUCcurveDiff
Plot the curve of the difference of two time-dependent AUCs...
print
Print objects in the timeROC library
SeSpPPVNPV
Time-dependent Sensitivity (Se), Specificity (Sp), Positive...
timeROC
Time-dependent ROC curve estimation

Files in this package

timeROC
timeROC/inst
timeROC/inst/CITATION
timeROC/NAMESPACE
timeROC/NEWS
timeROC/data
timeROC/data/Melano.RData
timeROC/data/Paquid.RData
timeROC/R
timeROC/R/plot.ipcwcompetingrisksROC.R
timeROC/R/plot.ipcwsurvivalROC.R
timeROC/R/print.ipcwcompetingrisksSeSpPPVNPV.R
timeROC/R/print.ipcwcompetingrisksROC.R
timeROC/R/confint_ipcwROC.R
timeROC/R/timeROC_3.R
timeROC/R/compute_iid_rep_2.R
timeROC/R/plotAUCcurve.R
timeROC/R/print.ipcwsurvivalROC.R
timeROC/R/plotAUCcurveDiff.R
timeROC/R/compare_ipcwROC.R
timeROC/R/SeSpPPVNPV.R
timeROC/R/ComputeIIDKM.R
timeROC/R/compute_iid_ac_competing_risks.R
timeROC/R/compute_iid_ss_competing_risks_2.R
timeROC/R/print.ipcwsurvivalSeSpPPVNPV.R
timeROC/MD5
timeROC/DESCRIPTION
timeROC/THANKS
timeROC/man
timeROC/man/timeROC.Rd
timeROC/man/SeSpPPVNPV.Rd
timeROC/man/Paquid.Rd
timeROC/man/confint.Rd
timeROC/man/plotAUCcurveDiff.Rd
timeROC/man/compare.Rd
timeROC/man/print.Rd
timeROC/man/plot.Rd
timeROC/man/plotAUCcurve.Rd
timeROC/man/Melano.Rd