Package: ROCModels
Title: ROC Models and AUC Estimation
Version: 1.0.0
Authors@R: 
    c(
      person("Ruhul Ali", "Khan", role = c("aut")),
      person("Ruhul Ali", "Khan", email = c("ruhulali.khan@gmail.com"), role = c("aut", "cre")),
      person("Raja Sanjeev Kumar", "Nakka", role = "aut"),
      person("Musie", "Ghebremichael", email = c("musie_ghebremichael@dfci.harvard.edu"), role = "aut")
    )
Description: 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) <doi:
        10.1093/biostatistics/3.3.421>, Andrews, D. F., and Herzberg,
        A. M. (1985) <doi: 10.1007/978-1-4612-5098-2>, Bamber, D.
        (1975) <doi: 10.1016/0022-2496(75)90001-2>, Cox, D. R. (1972)
        <doi:10.1111/j.2517-6161.1972.tb00899.x>, Cox, D. R. (1975)
        <doi: 10.1093/biomet/62.2.269>, DeLong, E. R., DeLong, D. M.,
        and Clarke-Pearson, D. L. (1988) <doi: 10.2307/2531595>,
        Dorfman, D. D., and Alf, E. (1969) <doi:
        10.1016/0022-2496(69)90019-4>, Dorfman, D. D., Berbaum, K. S.,
        and Metz, C. E. (1997) <doi: 10.1016/s1076-6332(97)80013-x>,
        Erkanli, A., Sung, L., and Stamey, J. D. (2006) <doi:
        10.1002/sim.2496>, Faraggi, D., and Reiser, B. (2002) <doi:
        10.1002/sim.1228>, Ghebremichael, M., and Habtemicael, S.
        (2018) <doi: 10.1080/02664763.2017.1420758>, Ghebremichael, M.,
        and Michael, H. (2024) <doi: 10.1080/03610918.2022.2032159>,
        Ghebremichael, M., Michael, H., Tubbs, J., and Paintsil, E.
        (2019) <doi: 10.3844/jmssp.2019.55.64>, Gönen, M., and Heller,
        G. (2010) <doi: 10.1177/0272989X09360067>, Gopalakrishnan, V.,
        Bose, E., Nair, U., Cheng, Y., and Ghebremichael, M. (2020)
        <doi: 10.1186/s12879-020-05458-w>, Green, D. M., and Swets, J.
        A. (1966, ISBN:0471324205), Gu, J., and Ghosal, S. (2009) <doi:
        10.1016/j.jspi.2008.09.014>, Gu, Y., Ghosal, S., and Roy, A.
        (2008) <doi: 10.1002/sim.3366>, Guidoum, A. C. (2020) <doi:
        10.32614/CRAN.package.kedd>, <doi: 10.48550/arXiv.2012.06102>,
        Guo, B. (2015)
        <https://d-scholarship.pitt.edu/23590/1/Guo_Ben_thesis_12-2014.pdf>,
        Hanley, J. A., and McNeil, B. J. (1982) <doi:
        10.1148/radiology.143.1.7063747>, Hsieh, F., and Turnbull, B.
        W. (1996) <doi: 10.1214/aos/1033066197>, Hussain, E. (2012)
        <doi: 10.6000/1927-5129.2012.08.02.09>, Ishwaran, H., and
        James, L. F. (2002) <doi: 10.1198/106186002411>, Jokiel-Rokita,
        A., and Topolnicki, R. (2020) <doi:
        10.1016/j.csda.2019.106820>, Krzanowski, W. J., and Hand, D. J.
        (2009) <doi: 10.1201/9781439800225>, Kundu, D., and Gupta, R.
        D. (2006) <doi: 10.1109/TR.2006.874918>, Lloyd, C. J. (1998)
        <doi: 10.1080/01621459.1998.10473797>, Lehmann, E. L. (1953)
        <doi: 10.1214/aoms/1177729080>, Metz, C. E., Herman, B. A., and
        Shen, J. H. (1998)
        <doi:10.1002/(SICI)1097-0258(19980515)17:9%3C1033::AID-SIM784%3E3.0.CO;2-Z>,
        Pepe, M. S. (2003) <doi: 10.1093/oso/9780198509844.001.0001>,
        Pundir, S., and Amala, R. (2014) <doi:
        10.22237/jmasm/1398917940>, Silverman, B. W. (2018) <doi:
        10.1201/9781315140919>, Yeo, I. K., and Johnson, R. A. (2000)
        <doi: 10.1093/biomet/87.4.954>, Zhou, X. H., McClish, D. K.,
        and Obuchowski, N. A. (2009) <doi: 10.1002/9780470906514>, Zou,
        K. H., Hall, W. J., and Shapiro, D. E. (1997) <doi:
        10.1002/(SICI)1097-0258(19971015)16:19%3C2143::AID-SIM655%3E3.0.CO;2-3>.
License: MIT + file LICENSE
Encoding: UTF-8
Imports: ggplot2, kedd, dplyr, survival, nleqslv, HDInterval, ROCit,
        doParallel, foreach, pbivnorm, nor1mix, parallel, readr, MASS,
        doRNG
Depends: R (>= 3.5)
LazyData: true
Suggests: knitr, rmarkdown
VignetteBuilder: knitr
RoxygenNote: 7.3.2
NeedsCompilation: no
Packaged: 2026-07-16 08:54:27 UTC; root
Author: Ruhul Ali Khan [aut], Ruhul Ali Khan [aut, cre], Raja Sanjeev
        Kumar Nakka [aut], Musie Ghebremichael [aut]
Maintainer: Ruhul Ali Khan <ruhulali.khan@gmail.com>
Config/pak/sysreqs: libx11-dev
Repository: https://khanruhul.r-universe.dev
Date/Publication: 2026-03-16 19:50:13 UTC
RemoteUrl: https://github.com/cran/ROCModels
RemoteRef: HEAD
RemoteSha: d2834a3ef82efd5d905f601e0458cf31dbc186dc