{
  "_id": "6a4862e2e06c18f0a6537f05",
  "Package": "qbaconfound",
  "Title": "Monte Carlo Quantitative Bias Analysis for Unmeasured\nConfounding",
  "Version": "0.0.0.9000",
  "Authors@R": "c(\nperson(\"Tom\", \"Palmer\", , \"remlapmot@hotmail.com\", role = c(\"aut\", \"cre\"),\ncomment = c(ORCID = \"0000-0003-4655-4511\", ROR = \"0524sp257\")),\nperson(\"Emily\", \"Kawabata\", role = \"aut\",\ncomment = c(ORCID = \"0000-0003-4178-5513\")),\nperson(\"Rachael\", \"Hughes\", role = \"aut\",\ncomment = c(ORCID = \"0000-0003-0766-1410\"))\n)",
  "Description": "A flexible Monte Carlo quantitative bias analysis (QBA)\nfor unmeasured confounding in observational studies, as\ndescribed in Hughes et al. The substantive analysis may be a\ngeneralised linear model or a Cox proportional hazards model\nwith a binary, continuous, or categorical exposure and measured\nconfounders. The method allows for one or more binary or\ncontinuous unmeasured confounders that may be correlated with\nthe measured confounders. Informative priors for a small number\nof bias parameters encode external information about the\nunmeasured confounders.",
  "License": "MIT + file LICENSE",
  "URL": "https://github.com/remlapmot/qbaconfound,\nhttps://mrcieu.r-universe.dev/qbaconfound",
  "BugReports": "https://github.com/remlapmot/qbaconfound/issues",
  "Config/roxygen2/markdown": "TRUE",
  "Config/roxygen2/version": "8.0.0",
  "Config/testthat/edition": "3",
  "Encoding": "UTF-8",
  "Repository": "https://mrcieu.r-universe.dev",
  "Date/Publication": "2026-05-26 09:58:40 UTC",
  "RemoteUrl": "https://github.com/remlapmot/qbaconfound",
  "RemoteRef": "HEAD",
  "RemoteSha": "3ae80e85354f1caf826a089bbd78474b1fcdf5af",
  "NeedsCompilation": "no",
  "Packaged": {
    "Date": "2026-07-04 01:29:52 UTC",
    "User": "root"
  },
  "Author": "Tom Palmer [aut, cre] (ORCID: <https://orcid.org/0000-0003-4655-4511>,\nROR: <https://ror.org/0524sp257>),\nEmily Kawabata [aut] (ORCID: <https://orcid.org/0000-0003-4178-5513>),\nRachael Hughes [aut] (ORCID: <https://orcid.org/0000-0003-0766-1410>)",
  "Maintainer": "Tom Palmer <remlapmot@hotmail.com>",
  "_user": "mrcieu",
  "_type": "src",
  "_file": "qbaconfound_0.0.0.9000.tar.gz",
  "_fileid": "https://r2.ropensci.org/a2ca1aaabf3dc60670346d13018990f534895eb4575eb416af2e3e5f3d431caa",
  "_filesize": 149911,
  "_sha256": "a2ca1aaabf3dc60670346d13018990f534895eb4575eb416af2e3e5f3d431caa",
  "_expires": "2026-10-12T01:33:21.000Z",
  "_created": "2026-07-04T01:29:52.000Z",
  "_published": "2026-07-04T01:33:22.873Z",
  "_jobs": [
    {
      "job": 85091622734,
      "time": 177,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "8077075812"
    },
    {
      "job": 85091622739,
      "time": 172,
      "config": "linux-release-x86_64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "8077075191"
    },
    {
      "job": 85091622736,
      "time": 104,
      "config": "macos-oldrel-arm64",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "8077067346"
    },
    {
      "job": 85091622733,
      "time": 90,
      "config": "macos-release-arm64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "8077065720"
    },
    {
      "job": 85091478495,
      "time": 138,
      "config": "source",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "8077055613"
    },
    {
      "job": 85091622731,
      "time": 108,
      "config": "wasm-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "8077067867"
    },
    {
      "job": 85091622743,
      "time": 80,
      "config": "windows-devel",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "8077064716"
    },
    {
      "job": 85091622741,
      "time": 84,
      "config": "windows-oldrel",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "8077065197"
    },
    {
      "job": 85091622745,
      "time": 77,
      "config": "windows-release",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "8077064424"
    }
  ],
  "_host": "GitHub-Actions",
  "_buildurl": "https://github.com/r-universe/mrcieu/actions/runs/28690742953",
  "_status": "success",
  "_upstream": "https://github.com/remlapmot/qbaconfound",
  "_commit": {
    "id": "3ae80e85354f1caf826a089bbd78474b1fcdf5af",
    "author": "Tom Palmer <remlapmot@hotmail.com>",
    "committer": "Tom Palmer <remlapmot@hotmail.com>",
    "message": "Update .gitattributes\n",
    "time": 1779789520
  },
  "_maintainer": {
    "name": "Tom Palmer",
    "email": "remlapmot@hotmail.com",
    "login": "remlapmot",
    "orcid": "0000-0003-4655-4511",
    "description": "Averaging statistician ... ",
    "uuid": 3777473
  },
  "_distro": "resolute",
  "_registered": true,
  "_dependencies": [
    {
      "package": "stats",
      "role": "Imports"
    },
    {
      "package": "survival",
      "role": "Imports"
    },
    {
      "package": "testthat",
      "version": ">= 3.0.0",
      "role": "Suggests"
    }
  ],
  "_owner": "remlapmot",
  "_selfowned": true,
  "_usedby": 0,
  "_updates": [
    {
      "week": "2026-22",
      "n": 19
    }
  ],
  "_tags": [],
  "_stars": 0,
  "_contributors": [
    {
      "user": "remlapmot",
      "count": 19,
      "uuid": 3777473
    }
  ],
  "_userbio": {
    "uuid": 15654827,
    "type": "organization",
    "name": "MRC Integrative Epidemiology Unit",
    "followers": 250
  },
  "_downloads": {
    "count": 0,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/qbaconfound"
  },
  "_devurl": "https://github.com/remlapmot/qbaconfound",
  "_searchresults": 0,
  "_rbuild": "4.6.1",
  "_assets": [
    "extra/citation.cff",
    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
    "extra/qbaconfound.html",
    "extra/readme.html",
    "extra/readme.md",
    "LICENSE",
    "manual.pdf"
  ],
  "_cranurl": false,
  "_exports": [
    "qbaconfound",
    "sim_confounding",
    "u_binary",
    "u_continuous"
  ],
  "_help": [
    {
      "page": "qbaconfound",
      "title": "Monte Carlo quantitative bias analysis for unmeasured confounding",
      "topics": [
        "qbaconfound"
      ]
    },
    {
      "page": "sim_confounding",
      "title": "Simulate data with an unmeasured confounder",
      "topics": [
        "sim_confounding"
      ]
    },
    {
      "page": "summary.qbaconfound",
      "title": "Summarise a Monte Carlo QBA",
      "topics": [
        "summary.qbaconfound"
      ]
    },
    {
      "page": "u_binary",
      "title": "Specify a binary unmeasured confounder",
      "topics": [
        "u_binary"
      ]
    },
    {
      "page": "u_continuous",
      "title": "Specify a continuous unmeasured confounder",
      "topics": [
        "u_continuous"
      ]
    }
  ],
  "_readme": "https://github.com/remlapmot/qbaconfound/raw/HEAD/README.md",
  "_rundeps": [
    "lattice",
    "Matrix",
    "survival"
  ],
  "_score": 1.6989700043360187,
  "_indexed": true,
  "_nocasepkg": "qbaconfound",
  "_universes": [
    "mrcieu",
    "remlapmot"
  ],
  "_binaries": [
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "0.0.0.9000",
      "date": "2026-07-04T01:32:36.000Z",
      "distro": "resolute",
      "commit": "3ae80e85354f1caf826a089bbd78474b1fcdf5af",
      "fileid": "https://r2.ropensci.org/08d28800a144a00ff8317e42b7db8ea2d18ae82187e6c854bb77eb593a769797",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/mrcieu/actions/runs/28690742953"
    },
    {
      "r": "4.6.1",
      "os": "linux",
      "version": "0.0.0.9000",
      "date": "2026-07-04T01:32:32.000Z",
      "distro": "resolute",
      "commit": "3ae80e85354f1caf826a089bbd78474b1fcdf5af",
      "fileid": "https://r2.ropensci.org/586e07629feba2c3d64c8221dc2a2c2b0b1a1e738c9864c1802854a94dbfda0a",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/mrcieu/actions/runs/28690742953"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "0.0.0.9000",
      "date": "2026-07-04T01:31:32.000Z",
      "commit": "3ae80e85354f1caf826a089bbd78474b1fcdf5af",
      "fileid": "https://r2.ropensci.org/ce6ae70eb471586cfdf5868515e800440ef68bb33ee0284e600027664b3b040c",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/mrcieu/actions/runs/28690742953"
    },
    {
      "r": "4.6.1",
      "os": "mac",
      "version": "0.0.0.9000",
      "date": "2026-07-04T01:31:18.000Z",
      "commit": "3ae80e85354f1caf826a089bbd78474b1fcdf5af",
      "fileid": "https://r2.ropensci.org/f247679ac76842a344eece2e5e8315989d6e08777b04816b36cb7be2b1fc46e8",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/mrcieu/actions/runs/28690742953"
    },
    {
      "r": "4.6.0",
      "os": "wasm",
      "version": "0.0.0.9000",
      "date": "2026-07-04T01:31:55.000Z",
      "commit": "3ae80e85354f1caf826a089bbd78474b1fcdf5af",
      "fileid": "https://r2.ropensci.org/3de8eadae42d53933e65b4507ffbb86b522f93426e21974a027b10502bf6470b",
      "status": "success",
      "buildurl": "https://github.com/r-universe/mrcieu/actions/runs/28690742953"
    },
    {
      "r": "4.7.0",
      "os": "win",
      "version": "0.0.0.9000",
      "date": "2026-07-04T01:30:58.000Z",
      "commit": "3ae80e85354f1caf826a089bbd78474b1fcdf5af",
      "fileid": "https://r2.ropensci.org/6fb11635b81e4a2ec876b172846953d50588dec660b3261c5938aed34332c248",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/mrcieu/actions/runs/28690742953"
    },
    {
      "r": "4.5.3",
      "os": "win",
      "version": "0.0.0.9000",
      "date": "2026-07-04T01:31:02.000Z",
      "commit": "3ae80e85354f1caf826a089bbd78474b1fcdf5af",
      "fileid": "https://r2.ropensci.org/090909f9d087f109e36cd7ddf209bfa32bf546f4373349921f42c3956368732a",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/mrcieu/actions/runs/28690742953"
    },
    {
      "r": "4.6.1",
      "os": "win",
      "version": "0.0.0.9000",
      "date": "2026-07-04T01:30:55.000Z",
      "commit": "3ae80e85354f1caf826a089bbd78474b1fcdf5af",
      "fileid": "https://r2.ropensci.org/229c5a9066d0db6c33fea51a325391e8e20049cbe699cd29b0e35d970729870a",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/mrcieu/actions/runs/28690742953"
    }
  ]
}