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longROC (version 1.0)

Time-Dependent Prognostic Accuracy with Multiply Evaluated Bio Markers or Scores

Description

Time-dependent Receiver Operating Characteristic curves, Area Under the Curve, and Net Reclassification Indexes for repeated measures. It is based on methods in Barbati and Farcomeni (2017) .

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Version

Install

install.packages('longROC')

Monthly Downloads

111

Version

1.0

License

GPL (>= 2)

Last Published

November 20th, 2017

Functions in longROC (1.0)

auc

AUC
butstrap.nri

Bootstrapping NRI
butstrap

Bootstrapping AUC
nri

NRI
plotAUC

AUC as a function of time
sensspec

Sensitivity and Specificity
sensspec.s

Sensitivity and Specificity
maxauc

Optimal Score
plotAUC.s

AUC as a function of time
maxauc.s

Optimal Score
plotROC

Plot ROC
butstrap.s

Bootstrapping AUC
roc

ROC curve
roc.

ROC curve