srmc {MRMCaov}

Single-Reader Multi-Case ROC Analysis

Description

Estimation and comparison of ROC performance metrics for single-reader multi-case studies.

Usage

srmc(response, test, case, data, cov = jackknife)

Arguments

response

response metric expressed in terms of a package-supplied performance metric.

test

variable of test identifiers.

case

variable of case identifiers.

data

data frame containing the response, test, and case variables.

cov

function, function call, or character string naming the method to use in calculating performance metric covariances.

Value

Returns an mrmc class object.

See Also

metrics, cov_methods, parameters, plot, roc_curves, summary

Examples

VanDyke1 <- subset(VanDyke, reader == "1")
est <- srmc(empirical_auc(truth, rating), treatment, case, data = VanDyke1)
plot(est)
summary(est)