Single Reader Between-Cases AUC Estimator in Nested Data
Function for calculating 2 reader AUC covariance
MRMC analysis in nested data problem
covariance 8th moment middle calculation part one
covariance 8th moment middle calculation part two
Simulation function
Delete diagonal term function
function for calculating the 11th moment
function for calculating the 8th moment
Configuration function
Calculate the success score
sum the diagonal terms
Calculate the between-cases AUC estimator's theoretical variance and c...
Calculate the between-cases AUC estimator's theoretical variance and c...
Calculate the each moments coefficient in variance
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) <doi:10.1177/09622802221111539>.