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fbroc
View on CRAN: Click
here
Download and install fbroc package within the R console
Install from CRAN:
install.packages("fbroc")
Install from Github:
library("remotes")
install_github("cran/fbroc") Install by package version:
library("remotes")
install_version("fbroc", "0.4.1") Attach the package and use:
library("fbroc")
Maintained by
Erik Peter
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2015-05-05
Latest Update: 2019-03-24
Description:
Implements a very fast C++ algorithm to quickly bootstrap receiver
operating characteristics (ROC) curves and derived performance metrics,
including the area under the curve (AUC) and the partial area under the curve as well as
the true and false positive rate. The analysis of paired receiver operating curves is supported as well,
so that a comparison of two predictors is possible. You can also plot the
results and calculate confidence intervals. On a typical desktop computer the time needed for
the calculation of 100000 bootstrap replicates given 500 observations requires time on the
order of magnitude of one second.
How to cite:
Erik Peter (2015). fbroc: Fast Algorithms to Bootstrap Receiver Operating Characteristics Curves. R package version 0.4.1, https://cran.r-project.org/web/packages/fbroc. Accessed 04 Jun. 2026.
Previous versions and publish date:
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Other R packages that fbroc depends,
imports, suggests or enhances
Complete documentation for fbroc
Functions, R codes and Examples using
the fbroc R package
Some associated functions: boot.paired.roc . boot.roc . boot.tpr.at.fpr . conf.fbroc.paired.roc . conf.fbroc.roc . conf . extract.roc . fbroc . perf.fbroc.paired.roc . perf.fbroc.roc . perf . plot.fbroc.conf . plot.fbroc.conf.paired . plot.fbroc.paired.roc . plot.fbroc.perf . plot.fbroc.perf.paired . plot.fbroc.roc . print.fbroc.perf . print.fbroc.perf.paired . print.fbroc.roc . roc.examples .
Some associated R codes: RcppExports.R . fbroc.R . fbroc.data.doc.R . fbroc.helper.functions.R . fbroc.methods.R . fbroc.paired.R . fbroc.paired.methods.R . fbroc.perf.R . fbroc.roc.R . perf.paired.roc.R . Full fbroc package functions and examples
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