R: ROC Curve Inference with and without Covariates

# ROC Curve Inference with and without Covariates

## Documentation for package ‘ROCnReg’ version 1.0-8

- DESCRIPTION file.
- Package NEWS.

## Help Pages

ROCnReg-package | ROC Curve Inference with and without Covariates
AROC.bnp | Nonparametric Bayesian inference of the covariate-adjusted ROC curve (AROC).
AROC.kernel | Nonparametric kernel-based estimation of the covariate-adjusted ROC curve (AROC).
AROC.sp | Semiparametric frequentist inference for the covariate-adjusted ROC curve (AROC).
compute.threshold.AROC | AROC based threshold values.
compute.threshold.cROC | Covariate-specific ROC based threshold values.
compute.threshold.pooledROC | Pooled ROC based threshold values.
cROC.bnp | Nonparametric Bayesian inference for the covariate-specific ROC curve (cROC).
cROC.kernel | Nonparametric kernel-based estimation of the covariate-specific ROC curve (cROC).
cROC.sp | Parametric and semiparametric frequentist inference of the covariate-specific ROC curve (cROC).
cROCData | Selects an adequate set of points from a data set for obtaining predictions.
densitycontrol | (Conditional) density estimates of test outcomes
densitycontrol.aroc | Conditional density estimates of test outcomes in the healthy population
endosyn | Simulated endocrine data.
mcmccontrol | Markov chain Monte Carlo (MCMC) parameters
pauccontrol | Partial area under the covariate-adjusted/covariate-specific/pooled ROC curve
plot.AROC | Default AROC plotting
plot.cROC | Default cROC plotting
plot.pooledROC | Default pooledROC plotting
pooledROC.BB | Bayesian bootstrap estimation of the pooled ROC curve.
pooledROC.dpm | Nonparametric Bayesian inference of the pooled ROC curve
pooledROC.emp | Empirical estimation of the pooled ROC curve.
pooledROC.kernel | Kernel-based estimation of the pooled ROC curve.
predictive.checks | Posterior predictive checks.
print.AROC | Print method for 'AROC' objects
print.cROC | Print method for 'cROC' objects
print.pooledROC | Print method for 'pooledROC' objects
priorcontrol.bnp | Prior information for the 'AROC.bnp' and 'cROC.bnp'
priorcontrol.dpm | Prior information for the 'pooledROC.dpm'
psa | Prostate specific antigen (PSA) biomarker study.
ROCnReg | ROC Curve Inference with and without Covariates
summary.AROC | Summary method for 'AROC' objects
summary.cROC | Summary method for 'cROC' objects
summary.pooledROC | Summary method for 'pooledROC' objects