bcROCsurface1.0-6 package

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

asy_cov_tcf

Asymptotic variance-covariance estimation for True Class Fractions (TC...

asy_var_vus

Asymptotic variance estimation for VUS

bcROCsurface-package

Bias-Corrected Methods for Estimating the ROC Surface of Continuous Di...

cv_knn

Cross-validation for K nearest-neighbor regression

pre_data

Preparing monotone ordered disease classes

print.vus_mar

Print summary results of VUS

psglm

Fitting verification models

rho_knn

K nearest-neighbor (KNN) regression

rho_mlogit

Fitting disease models via multinomial logistic models

rocs

Receiver operating characteristics surface for a continuous diagnostic...

vus_mar

Estimation methods for volume under ROC surface (VUS) under MAR

Download source packageRead PDF manual

The bias-corrected estimation methods for the receiver operating characteristics ROC surface and the volume under ROC surfaces (VUS) under missing at random (MAR) assumption.

  • Maintainer: Duc-Khanh To
  • License: GPL-3
  • Last published: 2023-09-09

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