Estimation of the ROC Curve and the AUC for Complex Survey Data
Corrected estimate of the AUC based on replicate weights.
Estimation of the AUC of logistic regression models with complex surve...
Optimal cut-off points for complex survey data
Estimation of the ROC curve of logistic regression models with complex...
Estimation of the ROC curve of logistic regression models with complex...
Estimation of the sensitivity with complex survey data
Estimation of the specificity with complex survey data
Estimate the receiver operating characteristic (ROC) curve, area under the curve (AUC) and optimal cut-off points for individual classification taking into account complex sampling designs when working with complex survey data. Methods implemented in this package are described in: A. Iparragirre, I. Barrio, I. Arostegui (2024) <doi:10.1002/sta4.635>; A. Iparragirre, I. Barrio, J. Aramendi, I. Arostegui (2022) <doi:10.2436/20.8080.02.121>; A. Iparragirre, I. Barrio (2024) <doi:10.1007/978-3-031-65723-8_7>.