Single Reader Between-Cases AUC Estimator in Nested Data

This R package provides a calculation of between-cases AUC estimate, corresponding covariance, and variance estimate in the nested data problem. Also, the package has the function to simulate the nested data. The calculated between-cases AUC estimate is used to evaluate the reader's diagnostic performance in clinical tasks with nested data. For more details on the above methods, please refer to the paper by H Du, S Wen, Y Guo, F Jin, BD Gallas (2022) .


Reference manual

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install.packages("NestMRMC")

1.0 by Hongfei Du, 4 years ago


Browse source code at https://github.com/cran/NestMRMC


Authors: Hongfei Du [aut, cre]


Documentation:   PDF Manual  


CC0 license


Imports magrittr, dplyr, mvtnorm, iMRMC, Rcpp

Linking to Rcpp


See at CRAN