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ROCnReg

ROC Curve Inference with and without Covariates

Estimates the pooled (unadjusted) Receiver Operating Characteristic (ROC) curve, the covariate-adjusted ROC (AROC) curve, and the covariate-specific/conditional ROC (cROC) curve by different methods, both Bayesian and frequentist. Also, it provides functions to obtain ROC-based optimal cutpoints utilizing several criteria. Based on Erkanli, A. et al. (2006) <doi:10.1002/sim.2496>; Faraggi, D. (2003) <doi:10.1111/1467-9884.00350>; Gu, J. et al. (2008) <doi:10.1002/sim.3366>; Inacio de Carvalho, V. et al. (2013) <doi:10.1214/13-BA825>; Inacio de Carvalho, V., and Rodriguez-Alvarez, M.X. (2022) <doi:10.1214/21-STS839>; Janes, H., and Pepe, M.S. (2009) <doi:10.1093/biomet/asp002>; Pepe, M.S. (1998) <http://www.jstor.org/stable/2534001?seq=1>; Rodriguez-Alvarez, M.X. et al. (2011a) <doi:10.1016/j.csda.2010.07.018>; Rodriguez-Alvarez, M.X. et al. (2011a) <doi:10.1007/s11222-010-9184-1>. Please see Rodriguez-Alvarez, M.X. and Inacio, V. (2021) <doi:10.32614/RJ-2021-066> for more details.

Versions across snapshots

VersionRepositoryFileSize
1.0-9 rolling linux/jammy R-4.5 ROCnReg_1.0-9.tar.gz 687.5 KiB
1.0-9 rolling linux/noble R-4.5 ROCnReg_1.0-9.tar.gz 687.4 KiB
1.0-9 rolling source/ R- ROCnReg_1.0-9.tar.gz 148.5 KiB
1.0-9 latest linux/jammy R-4.5 ROCnReg_1.0-9.tar.gz 687.5 KiB
1.0-9 latest linux/noble R-4.5 ROCnReg_1.0-9.tar.gz 687.4 KiB
1.0-9 latest source/ R- ROCnReg_1.0-9.tar.gz 148.5 KiB
1.0-9 2026-04-26 source/ R- ROCnReg_1.0-9.tar.gz 148.5 KiB
1.0-9 2026-04-23 source/ R- ROCnReg_1.0-9.tar.gz 148.5 KiB
1.0-9 2026-04-09 windows/windows R-4.5 ROCnReg_1.0-9.zip 692.0 KiB
1.0-9 2025-04-20 source/ R- ROCnReg_1.0-9.tar.gz 148.5 KiB

Dependencies (latest)

Imports