ROC Analysis in Three-Class Classification Problems for Clustered Data


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Documentation for package ‘ClusROC’ version 1.0.2

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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