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risksetROC (version 1.0.4.1)
Riskset ROC Curve Estimation from Censored Survival Data
Description
Compute time-dependent Incident/dynamic accuracy measures (ROC curve, AUC, integrated AUC )from censored survival data under proportional or non-proportional hazard assumption of Heagerty & Zheng (Biometrics, Vol 61 No 1, 2005, PP 92-105).
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Version
1.0.4.1
1.0.4
1.0.3
1.0.2
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Install
install.packages('risksetROC')
Monthly Downloads
540
Version
1.0.4.1
License
GPL (>= 2)
Maintainer
Paramita SahaChaudhuri
Last Published
June 13th, 2022
Functions in risksetROC (1.0.4.1)
Search functions
pbc
Incident/Dynamic (I/D) ROC curve, AUC and integrated AUC (iAUC) estimation of censored survival data
CoxWeights
Incident/Dynamic (I/D) ROC curve, AUC and integrated AUC (iAUC) estimation of censored survival data
IntegrateAUC
Incident/Dynamic (I/D) ROC curve, AUC and integrated AUC (iAUC) estimation of censored survival data
risksetROC
Incident/Dynamic (I/D) ROC curve, AUC and integrated AUC (iAUC) estimation of censored survival data
weightedKM
Incident/Dynamic (I/D) ROC curve, AUC and integrated AUC (iAUC) estimation of censored survival data
KM.plot
Incident/Dynamic (I/D) ROC curve, AUC and integrated AUC (iAUC) estimation of censored survival data
riskset
Incident/Dynamic (I/D) ROC curve, AUC and integrated AUC (iAUC) estimation of censored survival data
llCoxReg
Incident/Dynamic (I/D) ROC curve, AUC and integrated AUC (iAUC) estimation of censored survival data
risksetAUC
Incident/Dynamic (I/D) ROC curve, AUC and integrated AUC (iAUC) estimation of censored survival data
SchoenSmooth
Incident/Dynamic (I/D) ROC curve, AUC and integrated AUC (iAUC) estimation of censored survival data