ROC Curve Inference with and without Covariates

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Documentation for package ‘ROCnReg’ version 1.0-8

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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