{
  "_id": "6ad325b36814ce853b65823d",
  "Package": "unmconf",
  "Type": "Package",
  "Title": "Modeling with Unmeasured Confounding",
  "Version": "1.0.0",
  "Authors@R": "c(person(given = \"Ryan\", family = \"Hebdon\", role = c(\"aut\"),\nemail = \"ryan_hebdon@baylor.edu\"),\nperson(given = \"James\", family = \"Stamey\", role = c(\"aut\"),\nemail = \"james_stamey@baylor.edu\",\ncomment = c(ORCID = \"0000-0002-3787-6490\")),\nperson(given = \"David\", family = \"Kahle\", role = c(\"aut\", \"cre\"),\nemail = \"david@kahle.io\",\ncomment = c(ORCID = \"0000-0002-9999-1558\")),\nperson(given = \"Xiang\", family = \"Zhang\", role = c(\"aut\"),\nemail = \"Xiang.Zhang@cslbehring.com\"))",
  "Maintainer": "David Kahle <david@kahle.io>",
  "Description": "Tools for fitting and assessing Bayesian multilevel\nregression models that account for unmeasured confounders.",
  "SystemRequirements": "JAGS >= 4.3.0 (http://mcmc-jags.sourceforge.net)",
  "License": "MIT + file LICENSE",
  "Encoding": "UTF-8",
  "RoxygenNote": "7.3.2",
  "VignetteBuilder": "knitr",
  "Config/testthat/edition": "3",
  "NeedsCompilation": "no",
  "Packaged": {
    "Date": "2026-10-17 07:34:19 UTC",
    "User": "root"
  },
  "Author": "Ryan Hebdon [aut], James Stamey [aut]\n(<https://orcid.org/0000-0002-3787-6490>), David Kahle [aut,\ncre] (<https://orcid.org/0000-0002-9999-1558>), Xiang Zhang\n[aut]",
  "Config/pak/sysreqs": "jags libicu-dev",
  "Repository": "https://dkahle.r-universe.dev",
  "Date/Publication": "2024-09-10 02:57:00 UTC",
  "RemoteUrl": "https://github.com/cran/unmconf",
  "RemoteRef": "HEAD",
  "RemoteSha": "6309f52a9bb410c0d1ab810b6f70439bbe9c9993",
  "_user": "dkahle",
  "_type": "src",
  "_file": "unmconf_1.0.0.tar.gz",
  "_fileid": "https://r2.ropensci.org/f52d569fe8d8c61ffdb18ea5f0bb94285e2c8088c670e7bfa882c353554bdfd0",
  "_filesize": 419402,
  "_sha256": "f52d569fe8d8c61ffdb18ea5f0bb94285e2c8088c670e7bfa882c353554bdfd0",
  "_expires": "2027-01-25T07:37:21.000Z",
  "_created": "2026-10-17T07:34:19.000Z",
  "_published": "2026-10-17T07:37:23.040Z",
  "_buildurl": "https://github.com/r-universe/dkahle/actions/runs/39013883443",
  "_status": "success",
  "_host": "GitHub-Actions",
  "_jobs": [
    {
      "job": 117342657352,
      "time": 123,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "12094461531"
    },
    {
      "job": 117342657443,
      "time": 130,
      "config": "linux-release-x86_64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "12094012885"
    },
    {
      "job": 117342657484,
      "time": 83,
      "config": "macos-oldrel-arm64",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "12093798747"
    },
    {
      "job": 117342657369,
      "time": 121,
      "config": "macos-release-arm64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "12093763849"
    },
    {
      "job": 117341922896,
      "time": 236,
      "config": "source",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "12093778384"
    },
    {
      "job": 117342657342,
      "time": 104,
      "config": "wasm-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "12094012820"
    },
    {
      "job": 117342657417,
      "time": 72,
      "config": "windows-devel-x86_64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "12093962962"
    },
    {
      "job": 117342657518,
      "time": 80,
      "config": "windows-oldrel-x86_64",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "12094411683"
    },
    {
      "job": 117342657583,
      "time": 78,
      "config": "windows-release-x86_64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "12093598241"
    }
  ],
  "_upstream": "https://github.com/cran/unmconf",
  "_commit": {
    "id": "6309f52a9bb410c0d1ab810b6f70439bbe9c9993",
    "author": "David Kahle <david@kahle.io>",
    "committer": "cran-robot <csardi.gabor+cran@gmail.com>",
    "message": "version 1.0.0\n",
    "time": 1725937020
  },
  "_maintainer": {
    "name": "David Kahle",
    "email": "david@kahle.io",
    "login": "dkahle",
    "description": "",
    "uuid": 424139,
    "orcid": "0000-0002-9999-1558"
  },
  "_distro": "resolute",
  "_registered": true,
  "_dependencies": [
    {
      "package": "R",
      "version": ">= 4.1.0",
      "role": "Depends"
    },
    {
      "package": "rjags",
      "role": "Depends"
    },
    {
      "package": "stats",
      "role": "Imports"
    },
    {
      "package": "glue",
      "role": "Imports"
    },
    {
      "package": "janitor",
      "role": "Imports"
    },
    {
      "package": "coda",
      "role": "Imports"
    },
    {
      "package": "bayesplot",
      "role": "Suggests"
    },
    {
      "package": "posterior",
      "role": "Suggests"
    },
    {
      "package": "ggplot2",
      "role": "Suggests"
    },
    {
      "package": "dplyr",
      "role": "Suggests"
    },
    {
      "package": "tidyr",
      "role": "Suggests"
    },
    {
      "package": "tibble",
      "role": "Suggests"
    },
    {
      "package": "knitr",
      "role": "Suggests"
    },
    {
      "package": "rmarkdown",
      "role": "Suggests"
    },
    {
      "package": "testthat",
      "version": ">= 3.0.0",
      "role": "Suggests"
    }
  ],
  "_owner": "cran",
  "_selfowned": true,
  "_usedby": 0,
  "_updates": [],
  "_tags": [],
  "_stars": 0,
  "_contributors": [
    {
      "user": "dkahle",
      "count": 2,
      "uuid": 424139
    }
  ],
  "_userbio": {
    "uuid": 424139,
    "type": "user",
    "name": "David Kahle",
    "followers": 178
  },
  "_downloads": {
    "count": 237,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/unmconf"
  },
  "_searchresults": 3,
  "_topics": [
    "jags",
    "cpp"
  ],
  "_rbuild": "4.6.1",
  "_assets": [
    "extra/citation.cff",
    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
    "extra/manual.pdf",
    "extra/unmconf.html",
    "LICENSE"
  ],
  "_realowner": "dkahle",
  "_cranurl": false,
  "_releases": [
    {
      "version": "0.1.0",
      "date": "2023-12-12"
    },
    {
      "version": "1.0.0",
      "date": "2024-09-09"
    }
  ],
  "_exports": [
    "drop_nulls",
    "expand_labels",
    "greek_expander",
    "jags_code",
    "make_greek_coefs",
    "runm",
    "unm_backfill",
    "unm_dic",
    "unm_glm",
    "unm_summary"
  ],
  "_help": [
    {
      "page": "helpers",
      "title": "Convert to Greek expressions",
      "topics": [
        "drop_nulls",
        "expand_labels",
        "greek_expander",
        "helpers",
        "make_greek_coefs"
      ]
    },
    {
      "page": "runm",
      "title": "Generate synthetic data",
      "topics": [
        "runm"
      ]
    },
    {
      "page": "unm_glm",
      "title": "Fitting Multilevel Bayesian Regression Model with Unmeasured Confounders",
      "topics": [
        "coef.unm_int",
        "jags_code",
        "print.unm_int",
        "unm_glm"
      ]
    },
    {
      "page": "unm_summary",
      "title": "Generate synthetic data",
      "topics": [
        "unm_backfill",
        "unm_dic",
        "unm_summary"
      ]
    },
    {
      "page": "unmconf",
      "title": "unmconf: Modeling with Unmeasured Confounding",
      "topics": [
        "unmconf-package",
        "unmconf"
      ]
    }
  ],
  "_rundeps": [
    "cli",
    "coda",
    "cpp11",
    "dplyr",
    "generics",
    "glue",
    "hms",
    "janitor",
    "lattice",
    "lifecycle",
    "lubridate",
    "magrittr",
    "pillar",
    "pkgconfig",
    "purrr",
    "R6",
    "rjags",
    "rlang",
    "snakecase",
    "stringi",
    "stringr",
    "tibble",
    "tidyr",
    "tidyselect",
    "timechange",
    "utf8",
    "vctrs",
    "withr"
  ],
  "_sysdeps": [
    {
      "shlib": "libjags",
      "package": "jags",
      "headers": "jags",
      "source": "jags",
      "version": "4.3.2-2.2604.0",
      "name": "jags",
      "homepage": "https://mcmc-jags.sourceforge.io",
      "description": "Just Another Gibbs Sampler for Bayesian MCMC - binary"
    },
    {
      "shlib": "libstdc++",
      "package": "libstdc++6",
      "source": "gcc",
      "version": "16-20260322-1ubuntu1",
      "name": "c++",
      "homepage": "http://gcc.gnu.org/",
      "description": "GNU Standard C++ Library v3"
    }
  ],
  "_vignettes": [
    {
      "source": "unmconf.Rmd",
      "filename": "unmconf.html",
      "title": "How to Use the unmconf Package",
      "engine": "knitr::rmarkdown",
      "headings": [
        "Introduction",
        "Bayesian Unmeasured Confounding Model",
        "Prior Structure",
        "Generating Data",
        "Internal Validation",
        "External Validation",
        "Specifying and Fitting the Model",
        "Export JAGS Code",
        "Evaluate Convergence and Model Fit",
        "Summarizing Results"
      ],
      "created": "2023-12-13 02:47:26",
      "modified": "2024-09-10 02:57:00",
      "commits": 2
    }
  ],
  "_score": 2,
  "_indexed": true,
  "_nocasepkg": "unmconf",
  "_universes": [
    "dkahle"
  ],
  "_binaries": [
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "1.0.0",
      "date": "2026-10-17T07:36:24.000Z",
      "distro": "resolute",
      "commit": "6309f52a9bb410c0d1ab810b6f70439bbe9c9993",
      "fileid": "https://r2.ropensci.org/7de5d717d465fc6814d7c748709e67609c88b0d1bdd8b27016d54a0231f3685c",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/dkahle/actions/runs/39013883443"
    },
    {
      "r": "4.6.1",
      "os": "linux",
      "version": "1.0.0",
      "date": "2026-10-17T07:36:29.000Z",
      "distro": "resolute",
      "commit": "6309f52a9bb410c0d1ab810b6f70439bbe9c9993",
      "fileid": "https://r2.ropensci.org/9d459a69c759855b9dc389df604cd148e8e1fec12142b7014d659c9dd9b83787",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/dkahle/actions/runs/39013883443"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "1.0.0",
      "date": "2026-10-17T07:36:35.000Z",
      "commit": "6309f52a9bb410c0d1ab810b6f70439bbe9c9993",
      "fileid": "https://r2.ropensci.org/5953d1673a1ee7fdf0e445abc42c32294ca62fea3cf873ddfeb3841f1885caf9",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/dkahle/actions/runs/39013883443"
    },
    {
      "r": "4.6.1",
      "os": "mac",
      "version": "1.0.0",
      "date": "2026-10-17T07:36:41.000Z",
      "commit": "6309f52a9bb410c0d1ab810b6f70439bbe9c9993",
      "fileid": "https://r2.ropensci.org/bda0e5515b482b1f9bf6a71f40d14fafe2bfaaa0aed7b61b9a0b457c927c92fd",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/dkahle/actions/runs/39013883443"
    },
    {
      "r": "4.6.0",
      "os": "wasm",
      "version": "1.0.0",
      "date": "2026-10-17T07:36:21.000Z",
      "commit": "6309f52a9bb410c0d1ab810b6f70439bbe9c9993",
      "fileid": "https://r2.ropensci.org/8ba6d03cb5071fd92fc1d19bbb137937ed1302c54ef50094a3fcff6f05c4080f",
      "status": "success",
      "buildurl": "https://github.com/r-universe/dkahle/actions/runs/39013883443"
    },
    {
      "r": "4.7.0",
      "os": "win",
      "version": "1.0.0",
      "date": "2026-10-17T07:35:28.000Z",
      "commit": "6309f52a9bb410c0d1ab810b6f70439bbe9c9993",
      "fileid": "https://r2.ropensci.org/b427d38bbb2cfd8306625081d26528db2c36891d1ff031826a1b47c12e099908",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/dkahle/actions/runs/39013883443"
    },
    {
      "r": "4.5.3",
      "os": "win",
      "version": "1.0.0",
      "date": "2026-10-17T07:35:34.000Z",
      "commit": "6309f52a9bb410c0d1ab810b6f70439bbe9c9993",
      "fileid": "https://r2.ropensci.org/e40e9cefab401ce41908f3f9ddfc2e9f147c2d2e982a66369594e10eecef87b3",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/dkahle/actions/runs/39013883443"
    },
    {
      "r": "4.6.1",
      "os": "win",
      "version": "1.0.0",
      "date": "2026-10-17T07:35:33.000Z",
      "commit": "6309f52a9bb410c0d1ab810b6f70439bbe9c9993",
      "fileid": "https://r2.ropensci.org/4bcd1785831c5a540291bad5cb8cb0656f26ded09982bb94b9b2730de760167e",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/dkahle/actions/runs/39013883443"
    }
  ]
}