Time-dependent ROC curve estimators and expected utility functions


[Up] [Top]

Documentation for package ‘ROCt’ version 0.9.3

Help Pages

ROCt-package Time-dependent ROC curves estimation and other estimators to evaluate the diagnostic or prognostic capacities of a marker and its utility for medical decision making.
adjusted.ROC Confounders-adjusted ROC curves without right censored data
adjusted.ROCt Confounders-adjusted time-dependent ROC curves with right censored data
AUC Area under ROC curve from sensitivities and specificities
crude.ROCt Time-dependent ROC curves with right censored data
dataDIVAT A sample of the DIVAT cohort in orter to study the mortality of kidney transplant recipients.
dataKTFS A sample of the DIVAT cohort in orter to study the prognostic capacities of the Kidney Transplant Failure Score (KTFS).
EUt1 Optimal cut-off estimation of a prognostic marker to stratify the medical decision between two treatments A and B, when only the group B is observed.
EUt2 Optimal cut-off estimation of a prognostic marker to stratify the medical decision between two treatments A and B, when both groups A and B are observed.
fr.ratetable Expected mortality rates of the general French population.
net.ROCt Net time-dependent ROC curves with right censored data
rein.ratetable Expected mortality of French patients with End Stage Kidney Disease (ESKD) in dialysis and registrited previously on waiting list for renal transplantation