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survAUC (version 1.3-0)

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.

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Version

Install

install.packages('survAUC')

Monthly Downloads

2,393

Version

1.3-0

License

GPL-2

Last Published

September 9th, 2024

Functions in survAUC (1.3-0)

GHCI

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

AUC estimator proposed by Hung and Chiang
AUC.sh

AUC estimator proposed by Song and Zhou
AUC.uno

AUC estimator proposed by Uno et al.
IntAUC

Integration of time-dependent AUC curves
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
UnoC

C-statistic by Uno et al.
BeggC

C-statistic by Begg et al.
plot.survAUC

Plot method for survAUC and survErr Objects
AUC.cd

AUC estimator proposed by Chambless and Diao