{
  "_id": "6a38fc393efcd9bda443febe",
  "Package": "bndovb",
  "Title": "Bounding Omitted Variable Bias Using Auxiliary Data",
  "Version": "1.2",
  "Authors@R": "person(given = \"Yujung\",\nfamily = \"Hwang\",\nrole = c(\"aut\", \"cre\"),\nemail = \"yujungghwang@gmail.com\",\ncomment = c(ORCID = \"https://orcid.org/0000-0002-8136-8987\"))",
  "Description": "Functions to implement a Hwang(2021)\n<doi:10.2139/ssrn.3866876> estimator, which bounds an omitted\nvariable bias using auxiliary data.",
  "License": "GPL-3",
  "Encoding": "UTF-8",
  "LazyData": "true",
  "Roxygen": "list(markdown = TRUE)",
  "RoxygenNote": "7.1.1",
  "VignetteBuilder": "knitr",
  "Config/pak/sysreqs": "make",
  "Repository": "https://yujunghwang.r-universe.dev",
  "Date/Publication": "2021-08-26 17:34:20 UTC",
  "RemoteUrl": "https://github.com/yujunghwang/bndovb",
  "RemoteRef": "HEAD",
  "RemoteSha": "dc4479bacc5e598282233f51c7c04670ccaba530",
  "NeedsCompilation": "no",
  "Packaged": {
    "Date": "2026-06-22 09:07:43 UTC",
    "User": "root"
  },
  "Author": "Yujung Hwang [aut, cre] (ORCID:\n<https://orcid.org/0000-0002-8136-8987>)",
  "Maintainer": "Yujung Hwang <yujungghwang@gmail.com>",
  "MD5sum": "d32138b151882769ae333c2f60a2c849",
  "_user": "yujunghwang",
  "_type": "src",
  "_file": "bndovb_1.2.tar.gz",
  "_fileid": "d3809596e331747cd90fac2b85103d1cc949f0cd94db30a9079a974022f34a1a",
  "_filesize": 688329,
  "_sha256": "d3809596e331747cd90fac2b85103d1cc949f0cd94db30a9079a974022f34a1a",
  "_created": "2026-06-22T09:07:43.000Z",
  "_published": "2026-06-22T09:11:21.758Z",
  "_distro": "noble",
  "_jobs": [
    {
      "job": 82676786181,
      "time": 161,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "NOTE",
      "artifact": "7787890608"
    },
    {
      "job": 82676786198,
      "time": 169,
      "config": "linux-release-x86_64",
      "r": "4.6.0",
      "check": "NOTE",
      "artifact": "7787893850"
    },
    {
      "job": 82676786179,
      "time": 104,
      "config": "macos-oldrel-arm64",
      "r": "4.5.3",
      "check": "NOTE",
      "artifact": "7787868913"
    },
    {
      "job": 82676786165,
      "time": 151,
      "config": "macos-release-arm64",
      "r": "4.6.0",
      "check": "NOTE",
      "artifact": "7787886599"
    },
    {
      "job": 82676183411,
      "time": 194,
      "config": "source",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7787828307"
    },
    {
      "job": 82676786168,
      "time": 112,
      "config": "wasm-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7787871784"
    },
    {
      "job": 82676786219,
      "time": 138,
      "config": "windows-devel",
      "r": "4.7.0",
      "check": "NOTE",
      "artifact": "7787884330"
    },
    {
      "job": 82676786301,
      "time": 109,
      "config": "windows-oldrel",
      "r": "4.5.3",
      "check": "NOTE",
      "artifact": "7787870888"
    },
    {
      "job": 82676786183,
      "time": 116,
      "config": "windows-release",
      "r": "4.6.0",
      "check": "NOTE",
      "artifact": "7787873712"
    }
  ],
  "_buildurl": "https://github.com/r-universe/yujunghwang/actions/runs/27941614829",
  "_status": "success",
  "_host": "GitHub-Actions",
  "_upstream": "https://github.com/yujunghwang/bndovb",
  "_commit": {
    "id": "dc4479bacc5e598282233f51c7c04670ccaba530",
    "author": "yujunghwang <yujungghwang@gmail.com>",
    "committer": "yujunghwang <yujungghwang@gmail.com>",
    "message": "update reference\n\nupdate reference\n",
    "time": 1629999260
  },
  "_maintainer": {
    "name": "Yujung Hwang",
    "email": "yujungghwang@gmail.com",
    "login": "yujunghwang",
    "twitter": "@YujungHwang3",
    "description": "Asst. Prof @ JHU",
    "uuid": 44760907,
    "orcid": "0000-0002-8136-8987"
  },
  "_registered": true,
  "_dependencies": [
    {
      "package": "R",
      "version": ">= 2.10",
      "role": "Depends"
    },
    {
      "package": "np",
      "role": "Imports"
    },
    {
      "package": "pracma",
      "role": "Imports"
    },
    {
      "package": "stats",
      "role": "Imports"
    },
    {
      "package": "utils",
      "role": "Imports"
    },
    {
      "package": "MASS",
      "role": "Imports"
    },
    {
      "package": "dplyr",
      "role": "Imports"
    },
    {
      "package": "factormodel",
      "role": "Imports"
    },
    {
      "package": "nnet",
      "role": "Imports"
    },
    {
      "package": "doParallel",
      "role": "Imports"
    },
    {
      "package": "foreach",
      "role": "Imports"
    },
    {
      "package": "parallel",
      "role": "Imports"
    },
    {
      "package": "knitr",
      "role": "Suggests"
    },
    {
      "package": "rmarkdown",
      "role": "Suggests"
    }
  ],
  "_owner": "yujunghwang",
  "_selfowned": true,
  "_usedby": 0,
  "_updates": [],
  "_tags": [],
  "_stars": 1,
  "_contributors": [
    {
      "user": "yujunghwang",
      "count": 22,
      "uuid": 44760907
    }
  ],
  "_userbio": {
    "uuid": 44760907,
    "type": "user",
    "name": "yujunghwang",
    "followers": 26,
    "description": "Asst. Prof @ JHU"
  },
  "_downloads": {
    "count": 357,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/bndovb"
  },
  "_devurl": "https://github.com/yujunghwang/bndovb",
  "_searchresults": 6,
  "_rbuild": "4.6.0",
  "_assets": [
    "extra/bndovb.html",
    "extra/citation.cff",
    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
    "extra/readme.html",
    "extra/readme.md",
    "manual.pdf"
  ],
  "_homeurl": "https://github.com/yujunghwang/bndovb",
  "_realowner": "yujunghwang",
  "_cranurl": true,
  "_releases": [
    {
      "version": "1.0",
      "date": "2021-06-21"
    },
    {
      "version": "1.1",
      "date": "2021-07-30"
    }
  ],
  "_exports": [
    "bndovb",
    "bndovb_tuning",
    "bndovbme",
    "bndovbme_tuning"
  ],
  "_datasets": [
    {
      "name": "auxdat_mecont",
      "title": "A simulated auxiliary data to show how to use 'bndovbme' function with continuous proxy variables",
      "object": "auxdat_mecont",
      "class": [
        "data.frame"
      ],
      "fields": [
        "x",
        "w1",
        "z1",
        "z2",
        "z3"
      ],
      "rows": 3000,
      "table": true,
      "tojson": true
    },
    {
      "name": "auxdat_medisc",
      "title": "A simulated auxiliary data to show how to use 'bndovbme' function with discrete proxy variables",
      "object": "auxdat_medisc",
      "class": [
        "data.frame"
      ],
      "fields": [
        "x",
        "w1",
        "z1",
        "z2",
        "z3"
      ],
      "rows": 3000,
      "table": true,
      "tojson": true
    },
    {
      "name": "auxdat_nome",
      "title": "A simulated auxiliary data to show how to use 'bndovb' function",
      "object": "auxdat_nome",
      "class": [
        "data.frame"
      ],
      "fields": [
        "x1",
        "x2",
        "x3"
      ],
      "rows": 5000,
      "table": true,
      "tojson": true
    },
    {
      "name": "maindat_mecont",
      "title": "A simulated main data to show how to use 'bndovbme' function with continuous proxy variables",
      "object": "maindat_mecont",
      "class": [
        "data.frame"
      ],
      "fields": [
        "y",
        "x",
        "w1"
      ],
      "rows": 3000,
      "table": true,
      "tojson": true
    },
    {
      "name": "maindat_medisc",
      "title": "A simulated main data to show how to use 'bndovbme' function with discrete proxy variables",
      "object": "maindat_medisc",
      "class": [
        "data.frame"
      ],
      "fields": [
        "y",
        "x",
        "w1"
      ],
      "rows": 3000,
      "table": true,
      "tojson": true
    },
    {
      "name": "maindat_nome",
      "title": "A simulated main data to show how to use 'bndovb' function",
      "object": "maindat_nome",
      "class": [
        "data.frame"
      ],
      "fields": [
        "x2",
        "x3",
        "y"
      ],
      "rows": 5000,
      "table": true,
      "tojson": true
    }
  ],
  "_help": [
    {
      "page": "auxdat_mecont",
      "title": "A simulated auxiliary data to show how to use 'bndovbme' function with continuous proxy variables",
      "topics": [
        "auxdat_mecont"
      ]
    },
    {
      "page": "auxdat_medisc",
      "title": "A simulated auxiliary data to show how to use 'bndovbme' function with discrete proxy variables",
      "topics": [
        "auxdat_medisc"
      ]
    },
    {
      "page": "auxdat_nome",
      "title": "A simulated auxiliary data to show how to use 'bndovb' function",
      "topics": [
        "auxdat_nome"
      ]
    },
    {
      "page": "bndovb",
      "title": "bndovb",
      "topics": [
        "bndovb"
      ]
    },
    {
      "page": "bndovb_tuning",
      "title": "bndovb_tuning",
      "topics": [
        "bndovb_tuning"
      ]
    },
    {
      "page": "bndovbme",
      "title": "bndovbme",
      "topics": [
        "bndovbme"
      ]
    },
    {
      "page": "bndovbme_tuning",
      "title": "bndovbme_tuning",
      "topics": [
        "bndovbme_tuning"
      ]
    },
    {
      "page": "maindat_mecont",
      "title": "A simulated main data to show how to use 'bndovbme' function with continuous proxy variables",
      "topics": [
        "maindat_mecont"
      ]
    },
    {
      "page": "maindat_medisc",
      "title": "A simulated main data to show how to use 'bndovbme' function with discrete proxy variables",
      "topics": [
        "maindat_medisc"
      ]
    },
    {
      "page": "maindat_nome",
      "title": "A simulated main data to show how to use 'bndovb' function",
      "topics": [
        "maindat_nome"
      ]
    }
  ],
  "_readme": "https://github.com/yujunghwang/bndovb/raw/HEAD/README.md",
  "_rundeps": [
    "boot",
    "cli",
    "codetools",
    "crs",
    "cubature",
    "doParallel",
    "dplyr",
    "factormodel",
    "foreach",
    "generics",
    "glue",
    "gtools",
    "iterators",
    "lattice",
    "lifecycle",
    "magrittr",
    "MASS",
    "Matrix",
    "MatrixModels",
    "nnet",
    "np",
    "pillar",
    "pkgconfig",
    "pracma",
    "quadprog",
    "quantreg",
    "R6",
    "Rcpp",
    "rlang",
    "SparseM",
    "survival",
    "tibble",
    "tidyselect",
    "utf8",
    "vctrs",
    "withr"
  ],
  "_vignettes": [
    {
      "source": "bndovb.Rmd",
      "filename": "bndovb.html",
      "title": "bndovb",
      "author": "Yujung Hwang",
      "engine": "knitr::rmarkdown",
      "headings": [
        "Citation",
        "Introduction",
        "Installation",
        "Example 1 : bndovb"
      ],
      "created": "2021-03-17 21:27:37",
      "modified": "2021-07-27 01:05:59",
      "commits": 3
    }
  ],
  "_score": 3.6989700043360187,
  "_indexed": true,
  "_nocasepkg": "bndovb",
  "_universes": [
    "yujunghwang"
  ],
  "_binaries": [
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "1.2",
      "date": "2026-06-22T09:09:54.000Z",
      "distro": "noble",
      "commit": "dc4479bacc5e598282233f51c7c04670ccaba530",
      "fileid": "43e9f0d17b50105e0ceed9e3428084a2d46e5abdd298d95dd9d4fe5182450315",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/yujunghwang/actions/runs/27941614829"
    },
    {
      "r": "4.6.0",
      "os": "linux",
      "version": "1.2",
      "date": "2026-06-22T09:10:02.000Z",
      "distro": "noble",
      "commit": "dc4479bacc5e598282233f51c7c04670ccaba530",
      "fileid": "422b0a7a1595490807f6410043484e8e736fa0d8666955a7694cace3dfffebf3",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/yujunghwang/actions/runs/27941614829"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "1.2",
      "date": "2026-06-22T09:09:17.000Z",
      "commit": "dc4479bacc5e598282233f51c7c04670ccaba530",
      "fileid": "3bfebe2f134596d0ec1804b6a1235ad08637b2319c20e6b041a512397732ee70",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/yujunghwang/actions/runs/27941614829"
    },
    {
      "r": "4.6.0",
      "os": "mac",
      "version": "1.2",
      "date": "2026-06-22T09:09:44.000Z",
      "commit": "dc4479bacc5e598282233f51c7c04670ccaba530",
      "fileid": "367b9b3870ac4614efaf7935304f2efd68787b01f679fd5332206e5a4efb8e8d",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/yujunghwang/actions/runs/27941614829"
    },
    {
      "r": "4.6.0",
      "os": "wasm",
      "version": "1.2",
      "date": "2026-06-22T09:09:55.000Z",
      "commit": "dc4479bacc5e598282233f51c7c04670ccaba530",
      "fileid": "4294f675f97190e01c831834051844b871322e60558efddd57282ff52bf4bcb4",
      "status": "success",
      "buildurl": "https://github.com/r-universe/yujunghwang/actions/runs/27941614829"
    },
    {
      "r": "4.7.0",
      "os": "win",
      "version": "1.2",
      "date": "2026-06-22T09:09:33.000Z",
      "commit": "dc4479bacc5e598282233f51c7c04670ccaba530",
      "fileid": "f1fba4d4dffa2982f427003bfa65ae492c21010c5f5191dd84d640045261adbf",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/yujunghwang/actions/runs/27941614829"
    },
    {
      "r": "4.5.3",
      "os": "win",
      "version": "1.2",
      "date": "2026-06-22T09:09:02.000Z",
      "commit": "dc4479bacc5e598282233f51c7c04670ccaba530",
      "fileid": "d158ad889383238dff716a3ebf5ab968c230d6bc61ed33de0a4bb3ac4ae5315d",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/yujunghwang/actions/runs/27941614829"
    },
    {
      "r": "4.6.0",
      "os": "win",
      "version": "1.2",
      "date": "2026-06-22T09:09:08.000Z",
      "commit": "dc4479bacc5e598282233f51c7c04670ccaba530",
      "fileid": "6bf89fdaf2ea7714e3b30adbf8ca0b46559a5692c3ec1076409200b8637fc7df",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/yujunghwang/actions/runs/27941614829"
    }
  ]
}