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  "Package": "pROC",
  "Type": "Package",
  "Title": "Display and Analyze ROC Curves",
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  "Date": "2025-07-31",
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  "Authors@R": "c(person(\"Xavier\", \"Robin\", role = c(\"cre\", \"aut\"), \nemail = \"pROC-cran@xavier.robin.name\",\ncomment = c(ORCID = \"0000-0002-6813-3200\")),\nperson(\"Natacha\", \"Turck\", role = \"aut\"),\nperson(\"Alexandre\", \"Hainard\", role = \"aut\"),\nperson(\"Natalia\", \"Tiberti\", role = \"aut\"),\nperson(\"Frédérique\", \"Lisacek\", role = \"aut\"),\nperson(\"Jean-Charles\", \"Sanchez\", role = \"aut\"),\nperson(\"Markus\", \"Müller\", role = \"aut\"),\nperson(\"Stefan\", \"Siegert\", role = \"ctb\",\ncomment = \"Fast DeLong code\",\nemail = \"stefan_siegert@gmx.de\"),\nperson(\"Matthias\", \"Doering\", role = \"ctb\",\ncomment = \"Hand & Till Multiclass\"),\nperson(\"Zane\", \"Billings\", role = \"ctb\",\ncomment = \"DeLong paired test CI\"))",
  "Description": "Tools for visualizing, smoothing and comparing receiver\noperating characteristic (ROC curves). (Partial) area under the\ncurve (AUC) can be compared with statistical tests based on\nU-statistics or bootstrap. Confidence intervals can be computed\nfor (p)AUC or ROC curves.",
  "License": "GPL (>= 3)",
  "URL": "https://xrobin.github.io/pROC/",
  "BugReports": "https://github.com/xrobin/pROC/issues",
  "LazyData": "yes",
  "Repository": "https://xrobin.r-universe.dev",
  "Date/Publication": "2025-07-31 08:37:25 UTC",
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  "Author": "Xavier Robin [cre, aut] (ORCID:\n<https://orcid.org/0000-0002-6813-3200>),\nNatacha Turck [aut],\nAlexandre Hainard [aut],\nNatalia Tiberti [aut],\nFrédérique Lisacek [aut],\nJean-Charles Sanchez [aut],\nMarkus Müller [aut],\nStefan Siegert [ctb] (Fast DeLong code),\nMatthias Doering [ctb] (Hand & Till Multiclass),\nZane Billings [ctb] (DeLong paired test CI)",
  "Maintainer": "Xavier Robin <pROC-cran@xavier.robin.name>",
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  "_created": "2026-05-27T09:17:59.000Z",
  "_published": "2026-05-27T09:24:49.667Z",
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    "ci.auc",
    "ci.coords",
    "ci.se",
    "ci.sp",
    "ci.thresholds",
    "coords",
    "cov",
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    "ggroc",
    "has.partial.auc",
    "lines.roc",
    "multiclass.roc",
    "plot.roc",
    "power.roc.test",
    "roc",
    "roc_",
    "roc.test",
    "smooth",
    "var"
  ],
  "_datasets": [
    {
      "name": "aSAH",
      "title": "Subarachnoid hemorrhage data",
      "object": "aSAH",
      "class": [
        "data.frame"
      ],
      "fields": [
        "gos6",
        "outcome",
        "gender",
        "age",
        "wfns",
        "s100b",
        "ndka"
      ],
      "rows": 113,
      "table": true,
      "tojson": true
    }
  ],
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      "title": "pROC",
      "topics": [
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        "pROC"
      ]
    },
    {
      "page": "are.paired",
      "title": "Are two ROC curves paired?",
      "topics": [
        "are.paired",
        "are.paired.auc",
        "are.paired.roc",
        "are.paired.smooth.roc"
      ]
    },
    {
      "page": "aSAH",
      "title": "Subarachnoid hemorrhage data",
      "topics": [
        "aSAH"
      ]
    },
    {
      "page": "auc",
      "title": "Compute the area under the ROC curve",
      "topics": [
        "auc",
        "auc.default",
        "auc.formula",
        "auc.multiclass.roc",
        "auc.roc",
        "auc.smooth.roc"
      ]
    },
    {
      "page": "ci",
      "title": "Compute the confidence interval of a ROC curve",
      "topics": [
        "ci",
        "ci.default",
        "ci.formula",
        "ci.multiclass.auc",
        "ci.multiclass.roc",
        "ci.roc",
        "ci.smooth.roc"
      ]
    },
    {
      "page": "ci.auc",
      "title": "Compute the confidence interval of the AUC",
      "topics": [
        "ci.auc",
        "ci.auc.auc",
        "ci.auc.default",
        "ci.auc.formula",
        "ci.auc.multiclass.auc",
        "ci.auc.multiclass.roc",
        "ci.auc.roc",
        "ci.auc.smooth.roc"
      ]
    },
    {
      "page": "ci.coords",
      "title": "Compute the confidence interval of arbitrary coordinates",
      "topics": [
        "ci.coords",
        "ci.coords.default",
        "ci.coords.formula",
        "ci.coords.roc",
        "ci.coords.smooth.roc"
      ]
    },
    {
      "page": "ci.se",
      "title": "Compute the confidence interval of sensitivities at given specificities",
      "topics": [
        "ci.se",
        "ci.se.default",
        "ci.se.formula",
        "ci.se.roc",
        "ci.se.smooth.roc"
      ]
    },
    {
      "page": "ci.sp",
      "title": "Compute the confidence interval of specificities at given sensitivities",
      "topics": [
        "ci.sp",
        "ci.sp.default",
        "ci.sp.formula",
        "ci.sp.roc",
        "ci.sp.smooth.roc"
      ]
    },
    {
      "page": "ci.thresholds",
      "title": "Compute the confidence interval of thresholds",
      "topics": [
        "ci.thresholds",
        "ci.thresholds.default",
        "ci.thresholds.formula",
        "ci.thresholds.roc",
        "ci.thresholds.smooth.roc"
      ]
    },
    {
      "page": "coords",
      "title": "Coordinates of a ROC curve",
      "topics": [
        "coords",
        "coords.auc",
        "coords.roc",
        "coords.smooth.roc"
      ]
    },
    {
      "page": "coords_transpose",
      "title": "Transposing the output of 'coords'",
      "topics": [
        "coords_transpose"
      ]
    },
    {
      "page": "cov",
      "title": "Covariance of two paired ROC curves",
      "topics": [
        "cov",
        "cov.auc",
        "cov.default",
        "cov.roc",
        "cov.smooth.roc"
      ]
    },
    {
      "page": "geom_polygon_auc.roc",
      "title": "Add an AUC polygon to a ggroc plot",
      "topics": [
        "geom_polygon_auc",
        "geom_polygon_auc.auc",
        "geom_polygon_auc.roc",
        "geom_polygon_auc.smooth.roc"
      ]
    },
    {
      "page": "ggroc",
      "title": "Plot a ROC curve with ggplot2",
      "topics": [
        "ggroc",
        "ggroc.list",
        "ggroc.roc",
        "ggroc.smooth.roc"
      ]
    },
    {
      "page": "groupGeneric",
      "title": "pROC Group Generic Functions",
      "topics": [
        "groupGeneric",
        "groupGeneric.auc",
        "groupGeneric.ci.coords",
        "groupGeneric.ci.se",
        "groupGeneric.ci.sp",
        "groupGeneric.pROC",
        "Math",
        "Math.auc",
        "Math.ci",
        "Math.ci.auc",
        "Math.ci.coords",
        "Math.ci.se",
        "Math.ci.sp",
        "Ops",
        "Ops.auc",
        "Ops.ci",
        "Ops.ci.auc",
        "Ops.ci.coords",
        "Ops.ci.se",
        "Ops.ci.sp"
      ]
    },
    {
      "page": "has.partial.auc",
      "title": "Does the ROC curve have a partial AUC?",
      "topics": [
        "has.partial.auc",
        "has.partial.auc.auc",
        "has.partial.auc.roc",
        "has.partial.auc.smooth.roc"
      ]
    },
    {
      "page": "lines.roc",
      "title": "Add a ROC line to a ROC plot",
      "topics": [
        "lines.roc",
        "lines.roc.default",
        "lines.roc.formula",
        "lines.roc.roc",
        "lines.roc.smooth.roc",
        "lines.smooth.roc"
      ]
    },
    {
      "page": "multiclass",
      "title": "Multi-class AUC",
      "topics": [
        "multiclass.roc",
        "multiclass.roc.default",
        "multiclass.roc.formula"
      ]
    },
    {
      "page": "plot.ci",
      "title": "Plot confidence intervals",
      "topics": [
        "plot.ci",
        "plot.ci.coords",
        "plot.ci.se",
        "plot.ci.sp",
        "plot.ci.thresholds"
      ]
    },
    {
      "page": "plot.roc",
      "title": "Plot a ROC curve",
      "topics": [
        "plot",
        "plot.roc",
        "plot.roc.default",
        "plot.roc.formula",
        "plot.roc.roc",
        "plot.roc.smooth.roc",
        "plot.smooth.roc"
      ]
    },
    {
      "page": "power.roc.test",
      "title": "Sample size and power computation for ROC curves",
      "topics": [
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        "power.roc.test.list",
        "power.roc.test.numeric",
        "power.roc.test.roc"
      ]
    },
    {
      "page": "print",
      "title": "Print a ROC curve object",
      "topics": [
        "print.auc",
        "print.ci.auc",
        "print.ci.coords",
        "print.ci.se",
        "print.ci.sp",
        "print.ci.thresholds",
        "print.multiclass.auc",
        "print.multiclass.roc",
        "print.mv.multiclass.roc",
        "print.roc",
        "print.smooth.roc"
      ]
    },
    {
      "page": "roc",
      "title": "Build a ROC curve",
      "topics": [
        "roc",
        "roc.data.frame",
        "roc.default",
        "roc.formula",
        "roc_"
      ]
    },
    {
      "page": "roc.test",
      "title": "Compare two ROC curves",
      "topics": [
        "roc.test",
        "roc.test.auc",
        "roc.test.default",
        "roc.test.formula",
        "roc.test.roc",
        "roc.test.smooth.roc"
      ]
    },
    {
      "page": "smooth",
      "title": "Smooth a ROC curve",
      "topics": [
        "smooth",
        "smooth.default",
        "smooth.roc",
        "smooth.smooth.roc"
      ]
    },
    {
      "page": "var",
      "title": "Variance of a ROC curve",
      "topics": [
        "var",
        "var.auc",
        "var.default",
        "var.roc",
        "var.smooth.roc"
      ]
    }
  ],
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  "_rundeps": [
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  ],
  "_sysdeps": [
    {
      "shlib": "libstdc++",
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