pROC: Display and Analyze ROC Curves

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Tools for visualizing, smoothing and comparing receiver operating characteristic (ROC curves). (Partial) area under the curve (AUC) can be compared with statistical tests based on U-statistics or bootstrap. Confidence intervals can be computed for (p)AUC or ROC curves.

Author
Xavier Robin, Natacha Turck, Alexandre Hainard, Natalia Tiberti, Frédérique Lisacek, Jean-Charles Sanchez and Markus Müller.
Date of publication
2015-05-05 10:30:52
Maintainer
Xavier Robin <robin@lindinglab.org>
License
GPL (>= 3)
Version
1.8
URLs

View on CRAN

Man pages

are.paired
Are two ROC curves paired?
aSAH
Subarachnoid hemorrhage data
auc
Compute the area under the ROC curve
ci
Compute the confidence interval of a ROC curve
ci.auc
Compute the confidence interval of the AUC
ci.coords
Compute the confidence interval of arbitrary coordinates
ci.se
Compute the confidence interval of sensitivities at given...
ci.sp
Compute the confidence interval of specificities at given...
ci.thresholds
Compute the confidence interval of thresholds
coords
Coordinates of a ROC curve
cov
Covariance of two paired ROC curves
groupGeneric
pROC Group Generic Functions
has.partial.auc
Does the ROC curve have a partial AUC?
lines.roc
Add a ROC line to a ROC plot
multiclass
Multi-class AUC
plot.ci
Plot confidence intervals
plot.roc
Plot a ROC curve
power.roc.test
Sample size and power computation for ROC curves
print
Print a ROC curve object
pROC-package
pROC
roc
Build a ROC curve
roc.test
Compare the AUC of two ROC curves
smooth
Smooth a ROC curve
var
Variance of a ROC curve

Files in this package

pROC
pROC/inst
pROC/inst/CITATION
pROC/src
pROC/src/Makevars
pROC/src/perfsAll.cpp
pROC/src/Makevars.win
pROC/src/RcppExports.cpp
pROC/src/delong.cpp
pROC/NAMESPACE
pROC/NEWS
pROC/data
pROC/data/aSAH.RData
pROC/R
pROC/R/are.paired.R
pROC/R/plot.ci.R
pROC/R/lines.roc.R
pROC/R/bootstrap.R
pROC/R/ci.thresholds.R
pROC/R/delong.R
pROC/R/null.roc.R
pROC/R/onLoad.R
pROC/R/var.R
pROC/R/cov.R
pROC/R/ci.coords.R
pROC/R/obuchowski.R
pROC/R/roc.test.R
pROC/R/power.roc.test.R
pROC/R/plot.roc.R
pROC/R/groupGeneric.R
pROC/R/ci.se.R
pROC/R/has.partial.auc.R
pROC/R/smooth.R
pROC/R/venkatraman.R
pROC/R/coords.R
pROC/R/roc.utils.R
pROC/R/RcppExports.R
pROC/R/ci.multiclass.auc.R
pROC/R/print.R
pROC/R/multiclass.R
pROC/R/roc.R
pROC/R/ci.auc.R
pROC/R/ci.R
pROC/R/auc.R
pROC/R/ci.sp.R
pROC/README.md
pROC/MD5
pROC/DESCRIPTION
pROC/man
pROC/man/var.Rd
pROC/man/ci.Rd
pROC/man/power.roc.test.Rd
pROC/man/cov.Rd
pROC/man/plot.ci.Rd
pROC/man/roc.test.Rd
pROC/man/lines.roc.Rd
pROC/man/are.paired.Rd
pROC/man/groupGeneric.Rd
pROC/man/plot.roc.Rd
pROC/man/auc.Rd
pROC/man/coords.Rd
pROC/man/multiclass.Rd
pROC/man/aSAH.Rd
pROC/man/has.partial.auc.Rd
pROC/man/roc.Rd
pROC/man/ci.se.Rd
pROC/man/ci.sp.Rd
pROC/man/ci.auc.Rd
pROC/man/pROC-package.Rd
pROC/man/print.Rd
pROC/man/ci.thresholds.Rd
pROC/man/smooth.Rd
pROC/man/ci.coords.Rd