Bias-Corrected Methods for Estimating the ROC Surface of Continuous Diagnostic Tests


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Documentation for package ‘bcROCsurface’ version 1.0-4

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bcROCsurface-package Bias-Corrected Methods for Estimating the ROC Surface of Continuous Diagnostic Tests
asyCovTCF Asymptotic variance-covariance estimation for True Class Fractions (TCFs) at the cut point (c_1, c_2)
asyVarVUS Asymptotic variance estimation for VUS
bcROCsurface Bias-Corrected Methods for Estimating the ROC Surface of Continuous Diagnostic Tests
CVknn Cross-validation for K nearest-neighbor regression
EOC A sub-data from Pre-PLCO Phase II Dataset
preDATA Preparing monotone ordered disease classes
print.vus Print summary results of VUS
psglm Fitting verification models
rhoKNN K nearest-neighbor (KNN) regression
rhoMLogit Fitting disease models via multinomial logistic models
ROCs Receiver operating characteristics surface for a continuous diagnostic test
ROCs.tcf Receiver operating characteristics surface for a continuous diagnostic test
ROCsurface Receiver operating characteristics surface for a continuous diagnostic test
vus Estimation methods for volume under ROC surface (VUS)