# 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

## 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 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 |