R Graphical Manual

Last data update: 2014.03.03

Data Source

R Release (3.2.3)
CranContrib
BioConductor
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Data Type

Packages
Functions
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Classification

Results 1 - 8 of 8 found.
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crude.ROCt (Package: ROCt) :

This function performs the characteristics of a time-dependent ROC curve based on k-nearest neighbor's (knn) estimator or only based on the Kaplan and Meier estimator.

● Data Source: CranContrib
● Keywords: Akritas, ROC, Time-dependent
● Alias: crude.ROCt
● 1 images

adjusted.ROCt (Package: ROCt) :

This function allows for the estimation of time-dependent ROC curve by taking into account possible confounding factors (IPW estimator).

● Data Source: CranContrib
● Keywords: IPW, ROC, Time-dependent
● Alias: adjusted.ROCt
● 1 images

AUC (Package: ROCt) :

This function computes the area under ROC curve by using the trapezoidal rule.

● Data Source: CranContrib
● Keywords: AUC
● Alias: AUC
● 0 images

adjusted.ROC (Package: ROCt) :

This function allows for the estimation of ROC curve by taking into account possible confounding factors (IPW or placement values estimators).

● Data Source: CranContrib
● Keywords: IPW, ROC
● Alias: adjusted.ROC
● 1 images

EUt1 (Package: ROCt) :

This function allows the estimation of an optimal cut-off for medical decision making between two treatments A and B from a prognostic marker by maximizing the expected utility in a time-dependent context. Only the times-to-event of the group B are observed.

● Data Source: CranContrib
● Keywords: Cut-off, Time-dependent, Utility
● Alias: EUt1
● 1 images

EUt2 (Package: ROCt) :

● Data Source: CranContrib
● Keywords: Cut-off, Time-dependent, Utility
● Alias: EUt2
● 1 images

ROCt-package (Package: ROCt) :

Compute ROC curve and expected utility for medical decision making, with and without censoring.

● Data Source: CranContrib
● Keywords: ROC, Time-dependent, Utility
● Alias: ROCt-package
● 0 images

net.ROCt (Package: ROCt) :

This function performs the characteristics of a net time-dependent ROC curve (Lorent, 2013) based on k-nearest neighbor's (knn) estimator or only based on the Pohar-Perme estimator (Pohar, 2012).

● Data Source: CranContrib
● Keywords: Akritas, Net survival, ROC
● Alias: net.ROCt
● 1 images