# -------------------------------------------- # CITATION file created with {cffr} R package # See also: https://docs.ropensci.org/cffr/ # -------------------------------------------- cff-version: 1.2.0 message: 'To cite package "ROCModels" in publications use:' type: software license: MIT title: 'ROCModels: ROC Models and AUC Estimation' version: 1.0.0 doi: 10.32614/CRAN.package.ROCModels abstract: The receiver operating characteristic (ROC) curve is one of the most widely used tools for evaluating diagnostic and prognostic biomarkers across diverse scientific fields, particularly in medicine. Despite its ubiquity, ROC estimation and testing methods differ substantially in their assumptions and resulting curve properties. This package provides a unified framework for constructing, visualizing, and comparing parametric, nonparametric, semiparametric, and Bayesian ROC curves. 'ROCModels' helps researchers identify and implement ROC inference methods most suitable for their data. See the accompanying vignette 'ROCModels_Package_Doc' for a detailed introduction. Alonzo, T. A., and Pepe, M. S. (2002) , Andrews, D. F., and Herzberg, A. M. (1985) , Bamber, D. (1975) , Cox, D. R. (1972) , Cox, D. R. (1975) , DeLong, E. R., DeLong, D. M., and Clarke-Pearson, D. L. (1988) , Dorfman, D. D., and Alf, E. (1969) , Dorfman, D. D., Berbaum, K. S., and Metz, C. E. (1997) , Erkanli, A., Sung, L., and Stamey, J. D. (2006) , Faraggi, D., and Reiser, B. (2002) , Ghebremichael, M., and Habtemicael, S. (2018) , Ghebremichael, M., and Michael, H. (2024) , Ghebremichael, M., Michael, H., Tubbs, J., and Paintsil, E. (2019) , Gönen, M., and Heller, G. (2010) , Gopalakrishnan, V., Bose, E., Nair, U., Cheng, Y., and Ghebremichael, M. (2020) , Green, D. M., and Swets, J. A. (1966, ISBN:0471324205), Gu, J., and Ghosal, S. (2009) , Gu, Y., Ghosal, S., and Roy, A. (2008) , Guidoum, A. C. (2020) , , Guo, B. (2015) , Hanley, J. A., and McNeil, B. J. (1982) , Hsieh, F., and Turnbull, B. W. (1996) , Hussain, E. (2012) , Ishwaran, H., and James, L. F. (2002) , Jokiel-Rokita, A., and Topolnicki, R. (2020) , Krzanowski, W. J., and Hand, D. J. (2009) , Kundu, D., and Gupta, R. D. (2006) , Lloyd, C. J. (1998) , Lehmann, E. L. (1953) , Metz, C. E., Herman, B. A., and Shen, J. H. (1998) , Pepe, M. S. (2003) , Pundir, S., and Amala, R. (2014) , Silverman, B. W. (2018) , Yeo, I. K., and Johnson, R. A. (2000) , Zhou, X. H., McClish, D. K., and Obuchowski, N. A. (2009) , Zou, K. H., Hall, W. J., and Shapiro, D. E. (1997) . authors: - family-names: Khan given-names: Ruhul Ali - family-names: Khan given-names: Ruhul Ali email: ruhulali.khan@gmail.com - family-names: Nakka given-names: Raja Sanjeev Kumar - family-names: Ghebremichael given-names: Musie email: musie_ghebremichael@dfci.harvard.edu repository: https://khanruhul.r-universe.dev commit: d2834a3ef82efd5d905f601e0458cf31dbc186dc date-released: '2026-03-16' contact: - family-names: Khan given-names: Ruhul Ali email: ruhulali.khan@gmail.com