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ROCt (version 0.8)

Time-dependent ROC curve estimation and adaptation to the relative survival context

Description

This package contains functions in order to estimate time-dependent ROC with right-censored data. More precisely, two functions concern the estimation of ROC curves defined by Heagerty, Lumley and Pepe (Biometrics, 2000). The two other functions concern their adaptation for studying the capacity of a marker to predict the excess of mortality of a specific population compared to the general population (same age, gender and calendar year). This last part is based on additive relative survival models and the work of Pohar-Perme (Biometrics, 2011).

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Version

Install

install.packages('ROCt')

Monthly Downloads

2

Version

0.8

License

GPL (>= 2)

Maintainer

Y. Foucher

Last Published

December 20th, 2013

Functions in ROCt (0.8)

dataDIVAT

A sample of the DIVAT cohort
fr.ratetable

Expected mortality rates of the general French population.
allcause.ROCt

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
ROCt-package

Time-dependent ROC curves estimation
net.ROCt

Net time-dependent ROC curves with right censored data