confIntPairedAUCDiff: Confidence interval for the difference in AUC based on two...

In felix-hof/biostatUZH: Misc Tools of the Department of Biostatistics, EBPI, University of Zurich

Confidence interval for the difference in AUC based on two paired samples

Description

Computes confidence interval for the difference in the area under the curve based on two paired samples.

Usage

confIntPairedAUCDiff(cases, controls, conf.level = 0.95)

Arguments

cases	Matrix with values of the continuous variable for the cases. First column gives values of test A, second gives values of test B.
controls	Matrix with values of the continuous variable for the controls. First column gives values of test A, second gives values of test B.
conf.level	Confidence level for confidence interval. Default is 0.95.

Value

A data.frame with the estimates and confidence limits for the AUC of the two tests and their difference.

Author(s)

Leonhard Held

References

Pepe, M.S. (2003) The statistical evaluation of medical tests for classification and prediction. Oxford University Press.

See Also

confIntAUC, confIntIndependentAUCDiff, standardErrorAUCDiff

Examples

data(wiedat2b)
ind <- wiedat2b[,3]
cases <- wiedat2b[ind == 1, 1:2]
controls <- wiedat2b[ind == 0, 1:2]
confIntPairedAUCDiff(cases = cases, controls = controls)

felix-hof/biostatUZH documentation built on Sept. 27, 2024, 1:48 p.m.