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survAUC (version 1.0-3)

Estimators of prediction accuracy for time-to-event data.

Description

The package provides a variety of functions to estimate time-dependent true/false positive rates and AUC curves from a set of censored survival data.

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Version

Install

install.packages('survAUC')

Monthly Downloads

5,319

Version

1.0-3

License

GPL-2

Maintainer

Sergej Potapov

Last Published

December 1st, 2011

Functions in survAUC (1.0-3)

AUC.cd

AUC estimator proposed by Chambless and Diao
predErr

Distance-based estimators of survival predictive accuracy
IntAUC

Integration of time-dependent AUC curves
plot.survAUC

Plot method for survAUC and survErr Objects
schemper

Distance-based estimator of survival predictive accuracy proposed by Schemper and Henderson
AUC.uno

AUC estimator proposed by Uno et al.
GHCI

Gonen and Heller's Concordance Index for Cox models
OXS

R2-type coefficients for Cox proportional hazards models
UnoC

C-statistic by Uno et al.
AUC.sh

AUC estimator proposed by Song and Zhou
AUC.hc

AUC estimator proposed by Hung and Chiang