ROC Analysis in Three-Class Classification Problems for Clustered Data


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Documentation for package ‘ClusROC’ version 1.0.1

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ClusROC-package ROC Analysis in Three-Class Classification Problems for Clustered Data
ci_VUS Confidence Intervals for Covariate-specific VUS
ClusROC ROC Analysis in Three-Class Classification Problems for Clustered Data
data_3class A simulated data
data_3class_bcx A simulated data
lme2 Linear Mixed-Effects Models for a continuous diagnostic test.
MouseNeurons A subset of mouse brain cells data
optThres3 Estimation of the covariate-specific optimal pair of thresholds for clustered data.
plot.lme2 Plot an lme2 object.
plot.optThres3 Plot of confidence regions for covariate-specific optimal pair of thresholds.
print.ci_VUS Print summary results from ci_VUS
print.lme2 Print summary results of an lme2 object
print.optThres3 Print summary results from 'optThres3'
print.TCFs Print summary results from TCFs
print.VUS Print summary results from VUS
ROCsurface Plot an estimated covariate-specific ROC surface for clustered data.
TCFs Estimation of the covariate-specific TCFs for clustered data.
VUS Estimation of the covariate-specific VUS for clustered data.