{
  "_id": "6a532f4d9b92047c28d564a1",
  "Package": "svyROC",
  "Title": "Estimation of the ROC Curve and the AUC for Complex Survey Data",
  "Version": "1.1.0",
  "Authors@R": "c(person(\"Amaia\", \"Iparragirre\", , \"amaia.iparragirre@ehu.eus\", role = c(\"aut\", \"cre\", \"cph\"),\ncomment = c(ORCID = \"0000-0002-0660-6535\")),\nperson(\"Irantzu\", \"Barrio\", role = c(\"aut\")),\nperson(\"Inmaculada\", \"Arostegui\", role = c(\"aut\")))",
  "Maintainer": "Amaia Iparragirre <amaia.iparragirre@ehu.eus>",
  "Description": "Estimate the receiver operating characteristic (ROC)\ncurve, area under the curve (AUC) and optimal cut-off points\nfor individual classification taking into account complex\nsampling designs when working with complex survey data. Methods\nimplemented in this package are described in: A. Iparragirre,\nI. Barrio, I. Arostegui (2024) <doi:10.1002/sta4.635>; A.\nIparragirre, I. Barrio, J. Aramendi, I. Arostegui (2022)\n<doi:10.2436/20.8080.02.121>; A. Iparragirre, I. Barrio (2024)\n<doi:10.1007/978-3-031-65723-8_7>.",
  "License": "GPL (>= 3)",
  "Encoding": "UTF-8",
  "Roxygen": "list(markdown = TRUE)",
  "RoxygenNote": "7.3.3",
  "LazyData": "true",
  "Config/pak/sysreqs": "make",
  "Repository": "https://aiparragirre.r-universe.dev",
  "Date/Publication": "2026-04-13 09:45:00 UTC",
  "RemoteUrl": "https://github.com/aiparragirre/svyroc",
  "RemoteRef": "HEAD",
  "RemoteSha": "0a60ccf7772e5f8e02bfe56c09c8888815b64ed0",
  "NeedsCompilation": "no",
  "Packaged": {
    "Date": "2026-07-12 06:04:17 UTC",
    "User": "root"
  },
  "Author": "Amaia Iparragirre [aut, cre, cph] (ORCID:\n<https://orcid.org/0000-0002-0660-6535>),\nIrantzu Barrio [aut],\nInmaculada Arostegui [aut]",
  "_user": "aiparragirre",
  "_type": "src",
  "_file": "svyROC_1.1.0.tar.gz",
  "_fileid": "https://r2.ropensci.org/8ce7bd820e9b13ace6df9e9cc825bc3f45b7b1220a0e48deaea1fc915f386a05",
  "_filesize": 582442,
  "_sha256": "8ce7bd820e9b13ace6df9e9cc825bc3f45b7b1220a0e48deaea1fc915f386a05",
  "_expires": "2026-10-20T06:08:11.000Z",
  "_created": "2026-07-12T06:04:17.000Z",
  "_published": "2026-07-12T06:08:12.926Z",
  "_jobs": [
    {
      "job": 86621607468,
      "time": 138,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "8256768456"
    },
    {
      "job": 86621607492,
      "time": 121,
      "config": "linux-release-x86_64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "8256765955"
    },
    {
      "job": 86621607470,
      "time": 192,
      "config": "macos-oldrel-arm64",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "8256771639"
    },
    {
      "job": 86621607477,
      "time": 152,
      "config": "macos-release-arm64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "8256766980"
    },
    {
      "job": 86621390053,
      "time": 170,
      "config": "source",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "8256748567"
    },
    {
      "job": 86621607445,
      "time": 115,
      "config": "wasm-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "8256765105"
    },
    {
      "job": 86621607480,
      "time": 103,
      "config": "windows-devel",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "8256763422"
    },
    {
      "job": 86621607514,
      "time": 102,
      "config": "windows-oldrel",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "8256763304"
    },
    {
      "job": 86621607478,
      "time": 112,
      "config": "windows-release",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "8256764728"
    }
  ],
  "_host": "GitHub-Actions",
  "_buildurl": "https://github.com/r-universe/aiparragirre/actions/runs/29182024458",
  "_status": "success",
  "_upstream": "https://github.com/aiparragirre/svyroc",
  "_commit": {
    "id": "0a60ccf7772e5f8e02bfe56c09c8888815b64ed0",
    "author": "Amaia Iparragirre <40216412+aiparragirre@users.noreply.github.com>",
    "committer": "GitHub <noreply@github.com>",
    "message": "Add files via upload",
    "time": 1776073500
  },
  "_maintainer": {
    "name": "Amaia Iparragirre",
    "email": "amaia.iparragirre@ehu.eus",
    "login": "aiparragirre",
    "orcid": "0000-0002-0660-6535",
    "description": "",
    "uuid": 40216412
  },
  "_distro": "resolute",
  "_registered": true,
  "_dependencies": [
    {
      "package": "R",
      "version": ">= 3.5",
      "role": "Depends"
    },
    {
      "package": "survey",
      "role": "Imports"
    },
    {
      "package": "svyVarSel",
      "role": "Imports"
    }
  ],
  "_owner": "aiparragirre",
  "_selfowned": true,
  "_usedby": 0,
  "_updates": [
    {
      "week": "2026-14",
      "n": 1
    },
    {
      "week": "2026-16",
      "n": 3
    }
  ],
  "_tags": [],
  "_topics": [
    "auc",
    "auc-optimism-correction",
    "complex-survey-data",
    "optimal-cut-off-points",
    "roc-curve",
    "sampling-weights"
  ],
  "_stars": 2,
  "_contributors": [
    {
      "user": "aiparragirre",
      "count": 7,
      "uuid": 40216412
    }
  ],
  "_userbio": {
    "uuid": 40216412,
    "type": "user",
    "name": "Amaia Iparragirre",
    "followers": 2
  },
  "_downloads": {
    "count": 493,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/svyROC"
  },
  "_devurl": "https://github.com/aiparragirre/svyroc",
  "_searchresults": 2,
  "_rbuild": "4.6.1",
  "_assets": [
    "extra/citation.cff",
    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
    "extra/NEWS.html",
    "extra/NEWS.txt",
    "extra/readme.html",
    "extra/readme.md",
    "extra/svyROC.html",
    "manual.pdf"
  ],
  "_homeurl": "https://github.com/aiparragirre/svyroc",
  "_realowner": "aiparragirre",
  "_cranurl": true,
  "_releases": [
    {
      "version": "1.0.0",
      "date": "2024-10-25"
    },
    {
      "version": "1.1.0",
      "date": "2026-04-14"
    }
  ],
  "_exports": [
    "ci.wauc",
    "corrected.wauc",
    "ht.indep",
    "ht.paired",
    "wauc",
    "wocp",
    "wroc",
    "wroc.plot",
    "wse",
    "wsp"
  ],
  "_datasets": [
    {
      "name": "example_data_wroc",
      "title": "Simulated data",
      "object": "example_data_wroc",
      "class": [
        "data.frame"
      ],
      "fields": [
        "y",
        "weights",
        "phat"
      ],
      "rows": 740,
      "table": true,
      "tojson": true
    },
    {
      "name": "example_variables_wroc",
      "title": "Simulated data",
      "object": "example_variables_wroc",
      "class": [
        "data.frame"
      ],
      "fields": [
        "y",
        "x1",
        "x2",
        "x3",
        "x4",
        "x5",
        "x6",
        "strata",
        "cluster",
        "weights"
      ],
      "rows": 1720,
      "table": true,
      "tojson": true
    },
    {
      "name": "example_variables_wroc_2",
      "title": "Simulated data",
      "object": "example_variables_wroc_2",
      "class": [
        "data.frame"
      ],
      "fields": [
        "y",
        "x1",
        "x2",
        "x3",
        "x4",
        "x5",
        "x6",
        "strata",
        "cluster",
        "weights",
        "phat.1",
        "phat.2",
        "phat"
      ],
      "rows": 1720,
      "table": true,
      "tojson": false
    }
  ],
  "_help": [
    {
      "page": "ci.wauc",
      "title": "Design-based confidence intervals for the AUC.",
      "topics": [
        "ci.wauc"
      ]
    },
    {
      "page": "corrected.wauc",
      "title": "Corrected estimate of the AUC based on replicate weights.",
      "topics": [
        "corrected.wauc"
      ]
    },
    {
      "page": "example_data_wroc",
      "title": "Simulated data",
      "topics": [
        "example_data_wroc"
      ]
    },
    {
      "page": "example_variables_wroc",
      "title": "Simulated data",
      "topics": [
        "example_variables_wroc"
      ]
    },
    {
      "page": "example_variables_wroc_2",
      "title": "Simulated data",
      "topics": [
        "example_variables_wroc_2"
      ]
    },
    {
      "page": "ht.indep",
      "title": "Design-based hypothesis test for the comparison of two independent AUCs.",
      "topics": [
        "ht.indep"
      ]
    },
    {
      "page": "ht.paired",
      "title": "Design-based hypothesis test for the comparison of two paired AUCs.",
      "topics": [
        "ht.paired"
      ]
    },
    {
      "page": "wauc",
      "title": "Estimation of the AUC of logistic regression models with complex survey data.",
      "topics": [
        "wauc"
      ]
    },
    {
      "page": "wocp",
      "title": "Optimal cut-off points for complex survey data",
      "topics": [
        "wocp"
      ]
    },
    {
      "page": "wroc",
      "title": "Estimation of the ROC curve of logistic regression models with complex survey data",
      "topics": [
        "wroc"
      ]
    },
    {
      "page": "wroc.plot",
      "title": "Estimation of the ROC curve of logistic regression models with complex survey data",
      "topics": [
        "wroc.plot"
      ]
    },
    {
      "page": "wse",
      "title": "Estimation of the sensitivity with complex survey data",
      "topics": [
        "wse"
      ]
    },
    {
      "page": "wsp",
      "title": "Estimation of the specificity with complex survey data",
      "topics": [
        "wsp"
      ]
    }
  ],
  "_readme": "https://github.com/aiparragirre/svyroc/raw/HEAD/README.md",
  "_rundeps": [
    "codetools",
    "DBI",
    "foreach",
    "glmnet",
    "iterators",
    "lattice",
    "Matrix",
    "minqa",
    "mitools",
    "numDeriv",
    "Rcpp",
    "RcppArmadillo",
    "RcppEigen",
    "shape",
    "survey",
    "survival",
    "svyVarSel"
  ],
  "_score": 3.3010299956639813,
  "_indexed": true,
  "_nocasepkg": "svyroc",
  "_universes": [
    "aiparragirre"
  ],
  "_binaries": [
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "1.1.0",
      "date": "2026-07-12T06:06:17.000Z",
      "distro": "resolute",
      "commit": "0a60ccf7772e5f8e02bfe56c09c8888815b64ed0",
      "fileid": "https://r2.ropensci.org/8aa00fde846489b508219e80a469308766679c9d0e08ddfb53f530efd7f8216f",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/aiparragirre/actions/runs/29182024458"
    },
    {
      "r": "4.6.1",
      "os": "linux",
      "version": "1.1.0",
      "date": "2026-07-12T06:06:11.000Z",
      "distro": "resolute",
      "commit": "0a60ccf7772e5f8e02bfe56c09c8888815b64ed0",
      "fileid": "https://r2.ropensci.org/138168bd5d2fa4b6bdc1fbeb1f719a01a0944c823f9bf02b6b2515a7455a5a1b",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/aiparragirre/actions/runs/29182024458"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "1.1.0",
      "date": "2026-07-12T06:06:48.000Z",
      "commit": "0a60ccf7772e5f8e02bfe56c09c8888815b64ed0",
      "fileid": "https://r2.ropensci.org/8a87a5aeee32573b1f2b89ef85a3904710960735344afa3e3e3e43dcea72e5fb",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/aiparragirre/actions/runs/29182024458"
    },
    {
      "r": "4.6.1",
      "os": "mac",
      "version": "1.1.0",
      "date": "2026-07-12T06:06:14.000Z",
      "commit": "0a60ccf7772e5f8e02bfe56c09c8888815b64ed0",
      "fileid": "https://r2.ropensci.org/b1e272a69749be4f9c4b2aa4e39b4db01a500b424f2ba5ef16224f0e09d8f49d",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/aiparragirre/actions/runs/29182024458"
    },
    {
      "r": "4.6.0",
      "os": "wasm",
      "version": "1.1.0",
      "date": "2026-07-12T06:06:29.000Z",
      "commit": "0a60ccf7772e5f8e02bfe56c09c8888815b64ed0",
      "fileid": "https://r2.ropensci.org/6d73160b911569504e37dde29f2b7a8110274ac64b6e709f021abdca8e69a9f0",
      "status": "success",
      "buildurl": "https://github.com/r-universe/aiparragirre/actions/runs/29182024458"
    },
    {
      "r": "4.7.0",
      "os": "win",
      "version": "1.1.0",
      "date": "2026-07-12T06:05:27.000Z",
      "commit": "0a60ccf7772e5f8e02bfe56c09c8888815b64ed0",
      "fileid": "https://r2.ropensci.org/04a8cb05f55d67c2a65626e17dd993575b55b76e9512d72dbdfdfab9303113b3",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/aiparragirre/actions/runs/29182024458"
    },
    {
      "r": "4.5.3",
      "os": "win",
      "version": "1.1.0",
      "date": "2026-07-12T06:05:29.000Z",
      "commit": "0a60ccf7772e5f8e02bfe56c09c8888815b64ed0",
      "fileid": "https://r2.ropensci.org/6c37247aa5a897db4b8eb0fc57262aed11c502ae196e30e0abe4262b25b00bfd",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/aiparragirre/actions/runs/29182024458"
    },
    {
      "r": "4.6.1",
      "os": "win",
      "version": "1.1.0",
      "date": "2026-07-12T06:05:42.000Z",
      "commit": "0a60ccf7772e5f8e02bfe56c09c8888815b64ed0",
      "fileid": "https://r2.ropensci.org/857acfcc94a76e1903700a37faf98a86d746db78c507cab5569e6d7673fab001",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/aiparragirre/actions/runs/29182024458"
    }
  ]
}