Learn R Programming

⚠️There's a newer version (1.3-0) of this package.Take me there.

survAUC (version 1.1-1)

Estimators of Prediction Accuracy for Time-to-Event Data

Description

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

Copy Link

Version

Install

install.packages('survAUC')

Monthly Downloads

1,828

Version

1.1-1

License

GPL-2

Maintainer

Frederic Bertrand

Last Published

May 20th, 2022

Functions in survAUC (1.1-1)

GHCI

Gonen and Heller's Concordance Index for Cox models
AUC.uno

AUC estimator proposed by Uno et al.
AUC.sh

AUC estimator proposed by Song and Zhou
BeggC

C-statistic by Begg et al.
AUC.hc

AUC estimator proposed by Hung and Chiang
predErr

Distance-based estimators of survival predictive accuracy
OXS

R2-type coefficients for Cox proportional hazards models
schemper

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

AUC estimator proposed by Chambless and Diao
IntAUC

Integration of time-dependent AUC curves
UnoC

C-statistic by Uno et al.
plot.survAUC

Plot method for survAUC and survErr Objects