ROC Analysis in Three-Class Classification Problems for Clustered Data

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Documentation for package ‘ClusROC’ version 1.0.2

• DESCRIPTION file.
• Package NEWS.

Help Pages

ClusROC-package	ROC Analysis in Three-Class Classification Problems for Clustered Data
ci_clus_vus	Confidence Intervals for Covariate-specific VUS
ClusROC	ROC Analysis in Three-Class Classification Problems for Clustered Data
clus_lme	Linear Mixed-Effects Models for a continuous diagnostic test or a biomarker (or a classifier).
clus_opt_thres3	Estimation of the covariate-specific optimal pair of thresholds for clustered data.
clus_roc_surface	Plot an estimated covariate-specific ROC surface for clustered data.
clus_tcfs	Estimation of the covariate-specific TCFs for clustered data.
clus_vus	Estimation of the covariate-specific VUS for clustered data.
data_3class	A simulated data
data_3class_bcx	A simulated data
EnergyEthiopia	A subset of energy choice data in 4 cities of Ethiopia
MouseNeurons	A subset of mouse brain cells data
plot.clus_lme	Plot an clus_lme object.
plot.clus_opt_thres3	Plot of confidence regions for covariate-specific optimal pair of thresholds.
print.ci_clus_vus	Print summary results from ci_clus_vus
print.clus_lme	Print summary results of an clus_lme object
print.clus_opt_thres3	Print summary results from 'clus_opt_thres3'
print.clus_tcfs	Print summary results from clus_tcfs
print.clus_vus	Print summary results from clus_vus