Covariate-Adjusted Receiver Operating Characteristic Curve Inference


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Documentation for package ‘AROC’ version 1.0-3

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AROC-package Covariate-Adjusted Receiver Operating Characteristic Curve Inference
AROC Covariate-Adjusted Receiver Operating Characteristic Curve Inference
AROC.bnp Nonparametric Bayesian inference of the covariate-adjusted ROC curve (AROC).
AROC.bsp Semiparametric Bayesian inference of the covariate-adjusted ROC curve (AROC).
AROC.kernel Non parametric kernel-based estimation of the covariate-adjusted ROC curve (AROC).
AROC.sp Semiparametric frequentist inference of the covariate-adjusted ROC curve (AROC).
compute.threshold.AROC.bnp AROC-based threshold values.
compute.threshold.AROC.bsp AROC-based threshold values.
compute.threshold.AROC.kernel AROC-based threshold values.
compute.threshold.AROC.sp AROC-based threshold values.
compute.threshold.pooledROC.BB Pooled ROC-based threshold values.
compute.threshold.pooledROC.emp Pooled ROC-based threshold values.
paauccontrol Partial area under the covariate-adjusted ROC curve (pAAUC).
plot.AROC Default AROC plotting
pooledROC.BB Bayesian bootstrap estimation of the pooled ROC curve.
pooledROC.emp Empirical estimation of the pooled ROC curve.
predictive.checks.AROC.bnp Posterior predictive checks.
predictive.checks.AROC.bsp Posterior predictive checks.
print.AROC Print method for 'AROC' objects
psa Prostate specific antigen (PSA) biomarker study.
summary.AROC Summary method for 'AROC' objects