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  "Package": "trinROC",
  "Title": "Statistical Tests for Assessing Trinormal ROC Data",
  "Version": "0.7",
  "Date": "2024-10-02",
  "Authors@R": "c(person(\"Samuel\", \"Noll\", email = \"uncle.sam@gmx.net\", role = \"aut\"),\nperson(\"Reinhard\", \"Furrer\", role = c(\"aut\", \"cre\"), email = \"reinhard.furrer@uzh.ch\", comment = c(ORCID = \"0000-0002-6319-2332\")),\nperson(\"Benjamin\", \"Reiser\", role = \"ctb\"),\nperson(\"Christos T.\", \"Nakas\", role = \"ctb\", email = \"cnakas@uth.gr\"),\nperson(\"Annina\", \"Cincera\",role=\"aut\", email=\"annina.cincera@sunrise.ch\"))",
  "Description": "Several statistical test functions as well as a function\nfor exploratory data analysis to investigate classifiers\nallocating individuals to one of three disjoint and ordered\nclasses. In a single classifier assessment the discriminatory\npower is compared to classification by chance. In a comparison\nof two classifiers the null hypothesis corresponds to equal\ndiscriminatory power of the two classifiers. See also \"ROC\nAnalysis for Classification and Prediction in Practice\" by\nNakas, Bantis and Gatsonis (2023), ISBN 9781482233704.",
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  "Maintainer": "Reinhard Furrer <reinhard.furrer@uzh.ch>",
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        "Class2",
        "Class3",
        "Class4",
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        "Class6",
        "Class7",
        "Class8",
        "Class9"
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        "Fac1",
        "Fac2",
        "Fac3",
        "Fac4"
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      "table": true,
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    {
      "page": "trinROC-package",
      "title": "trinROC: Statistical Tests for Assessing Trinormal ROC Data",
      "topics": [
        "trinROC-package",
        "trinROC"
      ]
    },
    {
      "page": "boot.test",
      "title": "Bootstrap test for three-class ROC data",
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        "boot.test"
      ]
    },
    {
      "page": "boxcoxROC",
      "title": "Box-Cox transformation on three-class ROC data",
      "topics": [
        "boxcoxROC"
      ]
    },
    {
      "page": "cancer",
      "title": "Synthetic data set to investigate three-class ROC data.",
      "topics": [
        "cancer"
      ]
    },
    {
      "page": "emp.vus",
      "title": "Empirical VUS calculation",
      "topics": [
        "emp.vus"
      ]
    },
    {
      "page": "findmu",
      "title": "Determine equidistant means of trinormal ROC data simulation",
      "topics": [
        "findmu"
      ]
    },
    {
      "page": "krebs",
      "title": "Synthetic small data set to investigate three-class ROC data.",
      "topics": [
        "krebs"
      ]
    },
    {
      "page": "roc.eda",
      "title": "Exploratory data analysis for a three-class ROC marker",
      "topics": [
        "roc.eda"
      ]
    },
    {
      "page": "roc3.test",
      "title": "Statistical test function for computing multiple tests on three-class ROC data",
      "topics": [
        "roc3.test"
      ]
    },
    {
      "page": "rocsurf.emp",
      "title": "Empirical ROC surface plot",
      "topics": [
        "rocsurf.emp"
      ]
    },
    {
      "page": "rocsurf.trin",
      "title": "Trinormal ROC surface plot",
      "topics": [
        "rocsurf.trin"
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      "page": "trinROC.test",
      "title": "Trinormal based ROC test",
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        "trinROC.test"
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      "title": "Trinormal VUS test",
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      "filename": "trinROC_vignette.html",
      "title": "Overview of the Package trinROC",
      "author": "Samuel Noll, Reinhard Furrer, Benjamin Reiser and Christos T. Nakas",
      "engine": "knitr::rmarkdown",
      "headings": [
        "Short background of the tests",
        "VUS based statistical tests",
        "The trinormal based ROC test",
        "Testing and comparing markers",
        "Single marker assessment",
        "Comparison of two paired or unpaired markers",
        "Calcuating empirical power curves",
        "Additional functionality of the package",
        "How to apply the EDA function",
        "Computing the (empirical) VUS",
        "Transforming non-normal data using boxcoxROC",
        "An omnibus analysis using the function roc3.test",
        "Some final Remarks",
        "References"
      ],
      "created": "2018-09-03 09:10:07",
      "modified": "2022-10-27 22:40:02",
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