display and analyze ROC curves

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Documentation for package ‘pROC’ version 1.5.4

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