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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
1.3-0
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Install
install.packages('survAUC')
Monthly Downloads
2,397
Version
1.3-0
License
GPL-2
Maintainer
Frederic Bertrand
Last Published
September 9th, 2024
Functions in survAUC (1.3-0)
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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