{
  "_id": "6aafc3c13d719c1f84081b32",
  "Package": "brglm",
  "Type": "Package",
  "Title": "Bias Reduction in Binomial-Response Generalized Linear Models",
  "Version": "0.7.3",
  "Authors@R": "person(given = \"Ioannis\", family = \"Kosmidis\", role = c(\"aut\", \"cre\"), email = \"ioannis.kosmidis@warwick.ac.uk\", comment = c(ORCID = \"0000-0003-1556-0302\"))",
  "URL": "https://github.com/ikosmidis/brglm",
  "BugReports": "https://github.com/ikosmidis/brglm/issues",
  "Description": "Fit generalized linear models with binomial responses\nusing either an adjusted-score approach to bias reduction or\nmaximum penalized likelihood where penalization is by Jeffreys\ninvariant prior. These procedures return estimates with\nimproved frequentist properties (bias, mean squared error) that\nare always finite even in cases where the maximum likelihood\nestimates are infinite (data separation). Fitting takes place\nby fitting generalized linear models on iteratively updated\npseudo-data. The interface is essentially the same as 'glm'.\nMore flexibility is provided by the fact that custom\npseudo-data representations can be specified and used for model\nfitting. Functions are provided for the construction of\nconfidence intervals for the reduced-bias estimates.",
  "License": "GPL (>= 2)",
  "Repository": "https://ikosmidis.r-universe.dev",
  "Date/Publication": "2025-09-16 10:23:55 UTC",
  "RemoteUrl": "https://github.com/ikosmidis/brglm",
  "RemoteRef": "HEAD",
  "RemoteSha": "79b1b96ddd104e343d5e7582b7bfc92b939d8a4c",
  "NeedsCompilation": "yes",
  "Packaged": {
    "Date": "2026-09-20 11:24:00 UTC",
    "User": "root"
  },
  "Author": "Ioannis Kosmidis [aut, cre] (ORCID:\n<https://orcid.org/0000-0003-1556-0302>)",
  "Maintainer": "Ioannis Kosmidis <ioannis.kosmidis@warwick.ac.uk>",
  "_user": "ikosmidis",
  "_type": "src",
  "_file": "brglm_0.7.3.tar.gz",
  "_fileid": "https://r2.ropensci.org/1201daff9d56d04a3f925868dc89b205eb47dad8b4c2b6e4428dfa475996a548",
  "_filesize": 255366,
  "_sha256": "1201daff9d56d04a3f925868dc89b205eb47dad8b4c2b6e4428dfa475996a548",
  "_expires": "2026-12-29T11:30:07.000Z",
  "_created": "2026-09-20T11:24:00.000Z",
  "_published": "2026-09-20T11:30:08.957Z",
  "_jobs": [
    {
      "job": 106070281385,
      "time": 86,
      "config": "linux-devel-arm64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "10604432278"
    },
    {
      "job": 106070281345,
      "time": 115,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "10604027541"
    },
    {
      "job": 106070281405,
      "time": 97,
      "config": "linux-release-arm64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "10604592100"
    },
    {
      "job": 106070281376,
      "time": 106,
      "config": "linux-release-x86_64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "10604067549"
    },
    {
      "job": 106070281414,
      "time": 149,
      "config": "macos-oldrel-arm64",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "10604586979"
    },
    {
      "job": 106070281350,
      "time": 324,
      "config": "macos-oldrel-x86_64",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "10604497467"
    },
    {
      "job": 106070281348,
      "time": 154,
      "config": "macos-release-arm64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "10604267903"
    },
    {
      "job": 106070281441,
      "time": 318,
      "config": "macos-release-x86_64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "10604906434"
    },
    {
      "job": 106069979223,
      "time": 148,
      "config": "source",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "10603824365"
    },
    {
      "job": 106070281295,
      "time": 93,
      "config": "wasm-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "10604062545"
    },
    {
      "job": 106070281885,
      "time": 320,
      "config": "windows-devel-arm64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "10604587158"
    },
    {
      "job": 106070281374,
      "time": 94,
      "config": "windows-devel-x86_64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "10603922696"
    },
    {
      "job": 106070281353,
      "time": 72,
      "config": "windows-oldrel-x86_64",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "10604756848"
    },
    {
      "job": 106070281347,
      "time": 317,
      "config": "windows-release-arm64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "10604233168"
    },
    {
      "job": 106070281338,
      "time": 70,
      "config": "windows-release-x86_64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "10604382321"
    }
  ],
  "_host": "GitHub-Actions",
  "_buildurl": "https://github.com/r-universe/ikosmidis/actions/runs/35507599774",
  "_status": "success",
  "_upstream": "https://github.com/ikosmidis/brglm",
  "_commit": {
    "id": "79b1b96ddd104e343d5e7582b7bfc92b939d8a4c",
    "author": "Ioannis Kosmidis <ioannis.kosmidis@warwick.ac.uk>",
    "committer": "Ioannis Kosmidis <ioannis.kosmidis@warwick.ac.uk>",
    "message": "Documentation updates\n",
    "time": 1758018235
  },
  "_maintainer": {
    "name": "Ioannis Kosmidis",
    "email": "ioannis.kosmidis@warwick.ac.uk",
    "login": "ikosmidis",
    "mastodon": "@ikosmidis@fosstodon.org",
    "orcid": "0000-0003-1556-0302",
    "twitter": "@IKosmidis_",
    "description": "Professor of Statistics at #warwickuni;\ninterested in methods for statistical learning and inference, computing and programming (mainly R & Julia)",
    "uuid": 15086307
  },
  "_distro": "resolute",
  "_registered": true,
  "_dependencies": [
    {
      "package": "R",
      "version": ">= 2.6.0",
      "role": "Depends"
    },
    {
      "package": "profileModel",
      "role": "Depends"
    },
    {
      "package": "MASS",
      "role": "Suggests"
    }
  ],
  "_owner": "ikosmidis",
  "_selfowned": true,
  "_usedby": 11,
  "_updates": [
    {
      "week": "2025-38",
      "n": 4
    }
  ],
  "_tags": [],
  "_stars": 6,
  "_contributors": [
    {
      "user": "ikosmidis",
      "count": 29,
      "uuid": 15086307
    },
    {
      "user": "geraldinegomez",
      "count": 2,
      "uuid": 46997659
    }
  ],
  "_userbio": {
    "uuid": 15086307,
    "type": "user",
    "name": "Ioannis Kosmidis",
    "followers": 69,
    "description": "Professor of Statistics at #warwickuni;\r\ninterested in methods for statistical learning and inference, computing and programming (mainly R & Julia)"
  },
  "_downloads": {
    "count": 9974,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/brglm"
  },
  "_mentions": 24,
  "_devurl": "https://github.com/ikosmidis/brglm",
  "_searchresults": 138,
  "_rbuild": "4.6.1",
  "_assets": [
    "extra/brglm.html",
    "extra/citation.cff",
    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
    "extra/manual.pdf"
  ],
  "_homeurl": "https://github.com/ikosmidis/brglm",
  "_realowner": "ikosmidis",
  "_cranurl": true,
  "_releases": [
    {
      "version": "0.5-2",
      "date": "2008-02-25"
    },
    {
      "version": "0.5-3",
      "date": "2008-04-10"
    },
    {
      "version": "0.5-4",
      "date": "2008-11-26"
    },
    {
      "version": "0.5-5",
      "date": "2010-06-22"
    },
    {
      "version": "0.5-6",
      "date": "2011-08-17"
    },
    {
      "version": "0.5-7",
      "date": "2012-08-24"
    },
    {
      "version": "0.5-8",
      "date": "2013-08-07"
    },
    {
      "version": "0.5-9",
      "date": "2013-11-08"
    },
    {
      "version": "0.6.1",
      "date": "2017-06-29"
    },
    {
      "version": "0.6.2",
      "date": "2019-04-02"
    },
    {
      "version": "0.7.1",
      "date": "2020-10-12"
    },
    {
      "version": "0.7.2",
      "date": "2021-04-22"
    },
    {
      "version": "0.7.3",
      "date": "2025-09-16"
    }
  ],
  "_exports": [
    "brglm",
    "brglm.control",
    "brglm.fit",
    "checkModifications",
    "confint.brglm",
    "confint.profile.brglm",
    "gethats",
    "glm.control1",
    "modifications",
    "modifiedScoreStatistic",
    "pairs.profile.brglm",
    "penalizedDeviance",
    "plot.profile.brglm",
    "print.brglm",
    "print.profile.brglm",
    "print.summary.brglm",
    "profile.brglm",
    "separation.detection",
    "summary.brglm"
  ],
  "_datasets": [
    {
      "name": "lizards",
      "title": "Habitat Preferences of Lizards",
      "object": "lizards",
      "file": "lizards.rda",
      "class": [
        "data.frame"
      ],
      "fields": [
        "grahami",
        "opalinus",
        "height",
        "diameter",
        "light",
        "time"
      ],
      "rows": 23,
      "table": true,
      "tojson": true
    }
  ],
  "_help": [
    {
      "page": "brglm",
      "title": "Bias reduction in Binomial-response GLMs",
      "topics": [
        "brglm",
        "brglm.fit",
        "print.brglm",
        "print.summary.brglm",
        "summary.brglm"
      ]
    },
    {
      "page": "brglm.control",
      "title": "Auxiliary for Controlling BRGLM Fitting",
      "topics": [
        "brglm.control"
      ]
    },
    {
      "page": "confint.brglm",
      "title": "Computes confidence intervals of parameters for bias-reduced estimation",
      "topics": [
        "confint.brglm",
        "confint.profile.brglm"
      ]
    },
    {
      "page": "gethats",
      "title": "Calculates the Leverages for a GLM through a C Routine",
      "topics": [
        "gethats"
      ]
    },
    {
      "page": "glm.control1",
      "title": "Auxiliary for Controlling BRGLM Fitting",
      "topics": [
        "glm.control1"
      ]
    },
    {
      "page": "lizards",
      "title": "Habitat Preferences of Lizards",
      "topics": [
        "lizards"
      ]
    },
    {
      "page": "modifications",
      "title": "Additive Modifications to the Binomial Responses and Totals for Use within `brglm.fit'",
      "topics": [
        "checkModifications",
        "modifications"
      ]
    },
    {
      "page": "plot.profile.brglm",
      "title": "Plot methods for 'profile.brglm' objects",
      "topics": [
        "pairs.profile.brglm",
        "plot.profile.brglm"
      ]
    },
    {
      "page": "profile.brglm",
      "title": "Calculate profiles for objects of class 'brglm'.",
      "topics": [
        "print.profile.brglm",
        "profile.brglm"
      ]
    },
    {
      "page": "profileObjectives",
      "title": "Objectives to be profiled",
      "topics": [
        "modifiedScoreStatistic",
        "penalizedDeviance",
        "profileObjectives"
      ]
    },
    {
      "page": "separation.detection",
      "title": "Separation Identification.",
      "topics": [
        "separation.detection"
      ]
    }
  ],
  "_rundeps": [
    "profileModel"
  ],
  "_score": 7.435413640545111,
  "_indexed": true,
  "_nocasepkg": "brglm",
  "_universes": [
    "ikosmidis"
  ],
  "_binaries": [
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "0.7.3",
      "date": "2026-09-20T11:25:36.000Z",
      "distro": "resolute",
      "arch": "aarch64",
      "commit": "79b1b96ddd104e343d5e7582b7bfc92b939d8a4c",
      "fileid": "https://r2.ropensci.org/5e6fe13a9d009fb2c7c7cdec5796ecfa4b3aab68f8273c79c82592b1d0860094",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/ikosmidis/actions/runs/35507599774"
    },
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "0.7.3",
      "date": "2026-09-20T11:25:57.000Z",
      "distro": "resolute",
      "arch": "x86_64",
      "commit": "79b1b96ddd104e343d5e7582b7bfc92b939d8a4c",
      "fileid": "https://r2.ropensci.org/8c29f4468d254eecc5d96c02a4db21198f053cb7a2fde4505348d292bbb916fa",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/ikosmidis/actions/runs/35507599774"
    },
    {
      "r": "4.6.1",
      "os": "linux",
      "version": "0.7.3",
      "date": "2026-09-20T11:25:47.000Z",
      "distro": "resolute",
      "arch": "aarch64",
      "commit": "79b1b96ddd104e343d5e7582b7bfc92b939d8a4c",
      "fileid": "https://r2.ropensci.org/9cab4cb460c6206baf46d1e2d0da77bfcd8c3fb9e2fa55b6f126ed1134d1ad22",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/ikosmidis/actions/runs/35507599774"
    },
    {
      "r": "4.6.1",
      "os": "linux",
      "version": "0.7.3",
      "date": "2026-09-20T11:25:52.000Z",
      "distro": "resolute",
      "arch": "x86_64",
      "commit": "79b1b96ddd104e343d5e7582b7bfc92b939d8a4c",
      "fileid": "https://r2.ropensci.org/6ce609db13076c5476a0874696a7e9c08623f49899fd71264113481da32f18f1",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/ikosmidis/actions/runs/35507599774"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "0.7.3",
      "date": "2026-09-20T11:26:12.000Z",
      "arch": "aarch64",
      "commit": "79b1b96ddd104e343d5e7582b7bfc92b939d8a4c",
      "fileid": "https://r2.ropensci.org/d24a7f5ed535669dda5d3558f307a68e33186db1770091ad550de30599eca3b4",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/ikosmidis/actions/runs/35507599774"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "0.7.3",
      "date": "2026-09-20T11:28:26.000Z",
      "arch": "x86_64",
      "commit": "79b1b96ddd104e343d5e7582b7bfc92b939d8a4c",
      "fileid": "https://r2.ropensci.org/b861dd77c6d24a4f4152fe6d53355754c7a7f46fef9a1edfa862654d5a7cae3e",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/ikosmidis/actions/runs/35507599774"
    },
    {
      "r": "4.6.1",
      "os": "mac",
      "version": "0.7.3",
      "date": "2026-09-20T11:26:10.000Z",
      "arch": "aarch64",
      "commit": "79b1b96ddd104e343d5e7582b7bfc92b939d8a4c",
      "fileid": "https://r2.ropensci.org/a94c99e7bbd6501f9e9d4f08961ae67d9bb6272f429b1bc287e6bf8daf265f98",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/ikosmidis/actions/runs/35507599774"
    },
    {
      "r": "4.6.1",
      "os": "mac",
      "version": "0.7.3",
      "date": "2026-09-20T11:28:04.000Z",
      "arch": "x86_64",
      "commit": "79b1b96ddd104e343d5e7582b7bfc92b939d8a4c",
      "fileid": "https://r2.ropensci.org/4b8435d60b10e11f6b7559d8732e419973731ad5688d5c75163571009e90a931",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/ikosmidis/actions/runs/35507599774"
    },
    {
      "r": "4.6.0",
      "os": "wasm",
      "version": "0.7.3",
      "date": "2026-09-20T11:25:49.000Z",
      "arch": "emscripten",
      "commit": "79b1b96ddd104e343d5e7582b7bfc92b939d8a4c",
      "fileid": "https://r2.ropensci.org/f91fa4b08ea20db8272bac1f4d2116c98e774fbf2b5e41582388de92844deeff",
      "status": "success",
      "buildurl": "https://github.com/r-universe/ikosmidis/actions/runs/35507599774"
    },
    {
      "r": "4.7.0",
      "os": "win",
      "version": "0.7.3",
      "date": "2026-09-20T11:28:42.000Z",
      "arch": "aarch64",
      "commit": "79b1b96ddd104e343d5e7582b7bfc92b939d8a4c",
      "fileid": "https://r2.ropensci.org/e8dff1e55c593def7ea5485a554d6238c3cfc3433ffb738ab06e4293fd9ff287",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/ikosmidis/actions/runs/35507599774"
    },
    {
      "r": "4.7.0",
      "os": "win",
      "version": "0.7.3",
      "date": "2026-09-20T11:24:57.000Z",
      "arch": "x86_64",
      "commit": "79b1b96ddd104e343d5e7582b7bfc92b939d8a4c",
      "fileid": "https://r2.ropensci.org/edea4ac73b0d295c29f5ba40567c6587ab3c0e172f14575148138bee645b0e96",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/ikosmidis/actions/runs/35507599774"
    },
    {
      "r": "4.5.3",
      "os": "win",
      "version": "0.7.3",
      "date": "2026-09-20T11:25:06.000Z",
      "arch": "x86_64",
      "commit": "79b1b96ddd104e343d5e7582b7bfc92b939d8a4c",
      "fileid": "https://r2.ropensci.org/68efde5766a966fa4fec59b55f31fd0ea04b5ab0e8a389538c5fd139761a0410",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/ikosmidis/actions/runs/35507599774"
    },
    {
      "r": "4.6.1",
      "os": "win",
      "version": "0.7.3",
      "date": "2026-09-20T11:28:52.000Z",
      "arch": "aarch64",
      "commit": "79b1b96ddd104e343d5e7582b7bfc92b939d8a4c",
      "fileid": "https://r2.ropensci.org/f0f14d731d6361fe4b1b46396572caef39b6cde8b6d9b519a2414b18476a8847",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/ikosmidis/actions/runs/35507599774"
    },
    {
      "r": "4.6.1",
      "os": "win",
      "version": "0.7.3",
      "date": "2026-09-20T11:25:02.000Z",
      "arch": "x86_64",
      "commit": "79b1b96ddd104e343d5e7582b7bfc92b939d8a4c",
      "fileid": "https://r2.ropensci.org/01b18161a817b016836b6cfca62d9ada93dea1ab1d8a857199b6214cb33c6995",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/ikosmidis/actions/runs/35507599774"
    }
  ]
}