{ "_id": "6a589d47ff0138dec5d75c88", "Package": "ROCModels", "Title": "ROC Models and AUC Estimation", "Version": "1.0.0", "Authors@R": "c(\nperson(\"Ruhul Ali\", \"Khan\", role = c(\"aut\")),\nperson(\"Ruhul Ali\", \"Khan\", email = c(\"ruhulali.khan@gmail.com\"), role = c(\"aut\", \"cre\")),\nperson(\"Raja Sanjeev Kumar\", \"Nakka\", role = \"aut\"),\nperson(\"Musie\", \"Ghebremichael\", email = c(\"musie_ghebremichael@dfci.harvard.edu\"), role = \"aut\")\n)", "Description": "The receiver operating characteristic (ROC) curve is one\nof the most widely used tools for evaluating diagnostic and\nprognostic biomarkers across diverse scientific fields,\nparticularly in medicine. Despite its ubiquity, ROC estimation\nand testing methods differ substantially in their assumptions\nand resulting curve properties. This package provides a unified\nframework for constructing, visualizing, and comparing\nparametric, nonparametric, semiparametric, and Bayesian ROC\ncurves. 'ROCModels' helps researchers identify and implement\nROC inference methods most suitable for their data. See the\naccompanying vignette 'ROCModels_Package_Doc' for a detailed\nintroduction. Alonzo, T. A., and Pepe, M. S. (2002) , Andrews, D. F., and Herzberg,\nA. M. (1985) , Bamber, D.\n(1975) , Cox, D. R. (1972)\n, Cox, D. R. (1975)\n, DeLong, E. R., DeLong, D. M.,\nand Clarke-Pearson, D. L. (1988) ,\nDorfman, D. D., and Alf, E. (1969) , Dorfman, D. D., Berbaum, K. S.,\nand Metz, C. E. (1997) ,\nErkanli, A., Sung, L., and Stamey, J. D. (2006) , Faraggi, D., and Reiser, B. (2002) , Ghebremichael, M., and Habtemicael, S.\n(2018) , Ghebremichael, M.,\nand Michael, H. (2024) ,\nGhebremichael, M., Michael, H., Tubbs, J., and Paintsil, E.\n(2019) , Gönen, M., and Heller,\nG. (2010) , Gopalakrishnan, V.,\nBose, E., Nair, U., Cheng, Y., and Ghebremichael, M. (2020)\n, Green, D. M., and Swets, J.\nA. (1966, ISBN:0471324205), Gu, J., and Ghosal, S. (2009) , Gu, Y., Ghosal, S., and Roy, A.\n(2008) , Guidoum, A. C. (2020) , ,\nGuo, B. (2015)\n,\nHanley, J. A., and McNeil, B. J. (1982) , Hsieh, F., and Turnbull, B.\nW. (1996) , Hussain, E. (2012)\n, Ishwaran, H., and\nJames, L. F. (2002) , Jokiel-Rokita,\nA., and Topolnicki, R. (2020) , Krzanowski, W. J., and Hand, D. J.\n(2009) , Kundu, D., and Gupta, R.\nD. (2006) , Lloyd, C. J. (1998)\n, Lehmann, E. L. (1953)\n, Metz, C. E., Herman, B. A., and\nShen, J. H. (1998)\n,\nPepe, M. S. (2003) ,\nPundir, S., and Amala, R. (2014) , Silverman, B. W. (2018) , Yeo, I. K., and Johnson, R. A. (2000)\n, Zhou, X. H., McClish, D. K.,\nand Obuchowski, N. A. (2009) , Zou,\nK. H., Hall, W. J., and Shapiro, D. E. 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