{
  "_id": "6a102b33acfb0bcc41c92570",
  "Package": "glmmsel",
  "Type": "Package",
  "Title": "Generalised Linear Mixed Model Selection",
  "Version": "1.0.3",
  "Authors@R": "person(\"Ryan\", \"Thompson\",  email = \"ryan.thompson-1@uts.edu.au\", role = c(\"aut\", \"cre\"), \ncomment = c(ORCID = \"0000-0002-9002-0448\"))",
  "Description": "Provides tools for fitting sparse generalised linear mixed\nmodels with l0 regularisation. Selects fixed and random effects\nunder the hierarchy constraint that fixed effects must precede\nrandom effects. Uses coordinate descent and local search\nalgorithms to rapidly deliver near-optimal estimates. Gaussian\nand binomial response families are currently supported. For\nmore details see Thompson, Wand, and Wang (2025)\n<doi:10.48550/arXiv.2506.20425>.",
  "URL": "https://github.com/ryan-thompson/glmmsel",
  "BugReports": "https://github.com/ryan-thompson/glmmsel/issues",
  "License": "GPL-3",
  "Encoding": "UTF-8",
  "RoxygenNote": "7.3.2",
  "VignetteBuilder": "knitr",
  "Config/testthat/edition": "3",
  "Repository": "https://ryan-thompson.r-universe.dev",
  "Date/Publication": "2025-06-26 05:12:37 UTC",
  "RemoteUrl": "https://github.com/ryan-thompson/glmmsel",
  "RemoteRef": "HEAD",
  "RemoteSha": "c7e3dc3fa5cc7b182098a4ba61df5edf0fd081ab",
  "NeedsCompilation": "yes",
  "Packaged": {
    "Date": "2026-05-22 09:57:54 UTC",
    "User": "root"
  },
  "Author": "Ryan Thompson [aut, cre] (ORCID:\n<https://orcid.org/0000-0002-9002-0448>)",
  "Maintainer": "Ryan Thompson <ryan.thompson-1@uts.edu.au>",
  "MD5sum": "106c7af6ba2f1706222bf4f1a4092566",
  "_user": "ryan-thompson",
  "_type": "src",
  "_file": "glmmsel_1.0.3.tar.gz",
  "_fileid": "0f6e32a02cf5bb27d57e1af2ae7d65ac34eaa3904576d2bc87b5659405eb2eba",
  "_filesize": 133297,
  "_sha256": "0f6e32a02cf5bb27d57e1af2ae7d65ac34eaa3904576d2bc87b5659405eb2eba",
  "_created": "2026-05-22T09:57:54.000Z",
  "_published": "2026-05-22T10:08:51.378Z",
  "_distro": "noble",
  "_jobs": [
    {
      "job": 77357643719,
      "time": 185,
      "config": "linux-devel-arm64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "7157874641"
    },
    {
      "job": 77357643706,
      "time": 181,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "7157873563"
    },
    {
      "job": 77357643776,
      "time": 190,
      "config": "linux-release-arm64",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7157876308"
    },
    {
      "job": 77357643842,
      "time": 181,
      "config": "linux-release-x86_64",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7157873796"
    },
    {
      "job": 77357643732,
      "time": 151,
      "config": "macos-oldrel-arm64",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "7157864213"
    },
    {
      "job": 77357643778,
      "time": 307,
      "config": "macos-oldrel-x86_64",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "7157912044"
    },
    {
      "job": 77357643762,
      "time": 170,
      "config": "macos-release-arm64",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7157869652"
    },
    {
      "job": 77357643699,
      "time": 581,
      "config": "macos-release-x86_64",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7157996032"
    },
    {
      "job": 77357022470,
      "time": 245,
      "config": "source",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7157816870"
    },
    {
      "job": 77357643698,
      "time": 145,
      "config": "wasm-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7157862148"
    },
    {
      "job": 77357643928,
      "time": 171,
      "config": "windows-devel",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "7157870531"
    },
    {
      "job": 77357643740,
      "time": 189,
      "config": "windows-oldrel",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "7157875893"
    },
    {
      "job": 77357643751,
      "time": 180,
      "config": "windows-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7157873086"
    }
  ],
  "_buildurl": "https://github.com/r-universe/ryan-thompson/actions/runs/26281030750",
  "_status": "success",
  "_host": "GitHub-Actions",
  "_upstream": "https://github.com/ryan-thompson/glmmsel",
  "_commit": {
    "id": "c7e3dc3fa5cc7b182098a4ba61df5edf0fd081ab",
    "author": "Ryan Thompson <ryan.thompson-1@uts.edu.au>",
    "committer": "Ryan Thompson <ryan.thompson-1@uts.edu.au>",
    "message": "Updated citation details\n",
    "time": 1750914757
  },
  "_maintainer": {
    "name": "Ryan Thompson",
    "email": "ryan.thompson-1@uts.edu.au",
    "login": "ryan-thompson",
    "description": "",
    "uuid": 47070488,
    "orcid": "0000-0002-9002-0448"
  },
  "_registered": true,
  "_dependencies": [
    {
      "package": "R",
      "version": ">= 4.1.0",
      "role": "Depends"
    },
    {
      "package": "Rcpp",
      "role": "LinkingTo"
    },
    {
      "package": "RcppArmadillo",
      "role": "LinkingTo"
    },
    {
      "package": "ggplot2",
      "role": "Imports"
    },
    {
      "package": "Rcpp",
      "role": "Imports"
    },
    {
      "package": "testthat",
      "role": "Suggests"
    },
    {
      "package": "knitr",
      "role": "Suggests"
    },
    {
      "package": "rmarkdown",
      "role": "Suggests"
    },
    {
      "package": "lme4",
      "role": "Suggests"
    },
    {
      "package": "MASS",
      "role": "Suggests"
    },
    {
      "package": "nlme",
      "role": "Suggests"
    }
  ],
  "_owner": "ryan-thompson",
  "_selfowned": true,
  "_usedby": 0,
  "_updates": [
    {
      "week": "2025-21",
      "n": 1
    },
    {
      "week": "2025-22",
      "n": 3
    },
    {
      "week": "2025-26",
      "n": 1
    }
  ],
  "_tags": [
    {
      "name": "v1.0.2",
      "date": "2025-05-31"
    }
  ],
  "_stars": 0,
  "_contributors": [
    {
      "user": "ryan-thompson",
      "count": 5,
      "uuid": 47070488
    }
  ],
  "_userbio": {
    "uuid": 47070488,
    "type": "user",
    "name": "Ryan Thompson"
  },
  "_downloads": {
    "count": 231,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/glmmsel"
  },
  "_devurl": "https://github.com/ryan-thompson/glmmsel",
  "_searchresults": 5,
  "_topics": [
    "openblas",
    "cpp"
  ],
  "_rbuild": "4.6.0",
  "_assets": [
    "extra/citation.cff",
    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
    "extra/glmmsel.html",
    "extra/NEWS.html",
    "extra/NEWS.txt",
    "extra/readme.html",
    "extra/readme.md",
    "manual.pdf"
  ],
  "_homeurl": "https://github.com/ryan-thompson/glmmsel",
  "_realowner": "ryan-thompson",
  "_cranurl": true,
  "_releases": [
    {
      "version": "1.0.2",
      "date": "2025-05-29"
    },
    {
      "version": "1.0.3",
      "date": "2025-06-26"
    }
  ],
  "_exports": [
    "cv.glmmsel",
    "fixef",
    "glmmsel",
    "ranef"
  ],
  "_help": [
    {
      "page": "coef.cv.glmmsel",
      "title": "Coefficient function for 'cv.glmmsel' object",
      "topics": [
        "coef.cv.glmmsel"
      ]
    },
    {
      "page": "coef.glmmsel",
      "title": "Coefficient function for 'glmmsel' object",
      "topics": [
        "coef.glmmsel"
      ]
    },
    {
      "page": "cv.glmmsel",
      "title": "Cross-validated generalised linear mixed model selection",
      "topics": [
        "cv.glmmsel"
      ]
    },
    {
      "page": "fixef",
      "title": "Fixed effects function",
      "topics": [
        "fixef"
      ]
    },
    {
      "page": "fixef.cv.glmmsel",
      "title": "Fixed effects function for 'cv.glmmsel' object",
      "topics": [
        "fixef.cv.glmmsel"
      ]
    },
    {
      "page": "fixef.glmmsel",
      "title": "Fixed effects function for 'glmmsel' object",
      "topics": [
        "fixef.glmmsel"
      ]
    },
    {
      "page": "glmmsel",
      "title": "Generalised linear mixed model selection",
      "topics": [
        "glmmsel"
      ]
    },
    {
      "page": "plot.cv.glmmsel",
      "title": "Plot function for 'cv.glmmsel' object",
      "topics": [
        "plot.cv.glmmsel"
      ]
    },
    {
      "page": "plot.glmmsel",
      "title": "Plot function for 'glmmsel' object",
      "topics": [
        "plot.glmmsel"
      ]
    },
    {
      "page": "predict.cv.glmmsel",
      "title": "Predict function for 'cv.glmmsel' object",
      "topics": [
        "predict.cv.glmmsel"
      ]
    },
    {
      "page": "predict.glmmsel",
      "title": "Predict function for 'glmmsel' object",
      "topics": [
        "predict.glmmsel"
      ]
    },
    {
      "page": "ranef",
      "title": "Random effects function",
      "topics": [
        "ranef"
      ]
    },
    {
      "page": "ranef.cv.glmmsel",
      "title": "Random effects function for 'cv.glmmsel' object",
      "topics": [
        "ranef.cv.glmmsel"
      ]
    },
    {
      "page": "ranef.glmmsel",
      "title": "Random effects function for 'glmmsel' object",
      "topics": [
        "ranef.glmmsel"
      ]
    }
  ],
  "_readme": "https://github.com/ryan-thompson/glmmsel/raw/HEAD/README.md",
  "_rundeps": [
    "cli",
    "cpp11",
    "farver",
    "ggplot2",
    "glue",
    "gtable",
    "isoband",
    "labeling",
    "lifecycle",
    "R6",
    "RColorBrewer",
    "Rcpp",
    "RcppArmadillo",
    "rlang",
    "S7",
    "scales",
    "vctrs",
    "viridisLite",
    "withr"
  ],
  "_sysdeps": [
    {
      "shlib": "liblapack",
      "package": "libopenblas0-pthread",
      "source": "openblas",
      "version": "0.3.26+ds-1ubuntu0.1",
      "name": "openblas",
      "homepage": "https://www.openblas.net/",
      "description": "Optimized BLAS (linear algebra) library (shared lib, pthread)"
    },
    {
      "shlib": "libblas",
      "package": "libopenblas0-pthread",
      "source": "openblas",
      "version": "0.3.26+ds-1ubuntu0.1",
      "name": "openblas",
      "homepage": "https://www.openblas.net/",
      "description": "Optimized BLAS (linear algebra) library (shared lib, pthread)"
    },
    {
      "shlib": "libstdc++",
      "package": "libstdc++6",
      "source": "gcc",
      "version": "14.2.0-4ubuntu2~24.04.1",
      "name": "c++",
      "homepage": "http://gcc.gnu.org/",
      "description": "GNU Standard C++ Library v3"
    }
  ],
  "_vignettes": [
    {
      "source": "vignette.Rmd",
      "filename": "vignette.html",
      "title": "Guide to glmmsel",
      "author": "Ryan Thompson",
      "engine": "knitr::rmarkdown",
      "headings": [
        "Introduction",
        "Main functions",
        "Non-Gaussian likelihoods",
        "Algorithms"
      ],
      "created": "2025-05-21 08:50:38",
      "modified": "2025-05-21 08:50:38",
      "commits": 1
    }
  ],
  "_score": 4.176091259055681,
  "_indexed": true,
  "_nocasepkg": "glmmsel",
  "_universes": [
    "ryan-thompson"
  ],
  "_binaries": [
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "1.0.3",
      "date": "2026-05-22T10:00:30.000Z",
      "distro": "noble",
      "arch": "aarch64",
      "commit": "c7e3dc3fa5cc7b182098a4ba61df5edf0fd081ab",
      "fileid": "77d1b576ea6749a3d104e994355a574fb33e13a1a038991d8e2061c0bc8be3f5",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/ryan-thompson/actions/runs/26281030750"
    },
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "1.0.3",
      "date": "2026-05-22T10:00:35.000Z",
      "distro": "noble",
      "arch": "x86_64",
      "commit": "c7e3dc3fa5cc7b182098a4ba61df5edf0fd081ab",
      "fileid": "af977d1147a706822a64808c4897dd158e9b951d51e2d0b9c0d026acfe874658",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/ryan-thompson/actions/runs/26281030750"
    },
    {
      "r": "4.6.0",
      "os": "linux",
      "version": "1.0.3",
      "date": "2026-05-22T10:00:36.000Z",
      "distro": "noble",
      "arch": "aarch64",
      "commit": "c7e3dc3fa5cc7b182098a4ba61df5edf0fd081ab",
      "fileid": "48246d06aa4c59f5deb4120d21bd0d6bb4e038d1c60e11fa0bd7473572b54897",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/ryan-thompson/actions/runs/26281030750"
    },
    {
      "r": "4.6.0",
      "os": "linux",
      "version": "1.0.3",
      "date": "2026-05-22T10:00:36.000Z",
      "distro": "noble",
      "arch": "x86_64",
      "commit": "c7e3dc3fa5cc7b182098a4ba61df5edf0fd081ab",
      "fileid": "a694954b91cf1dbb75657486977fa14fbf5bedee389e5c4c77afa3662f9aeac7",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/ryan-thompson/actions/runs/26281030750"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "1.0.3",
      "date": "2026-05-22T10:00:16.000Z",
      "arch": "aarch64",
      "commit": "c7e3dc3fa5cc7b182098a4ba61df5edf0fd081ab",
      "fileid": "14bde6245b8577e639fd00205449d94f8fbc4dea0d40a29c833088a5f7267768",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/ryan-thompson/actions/runs/26281030750"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "1.0.3",
      "date": "2026-05-22T10:01:58.000Z",
      "arch": "x86_64",
      "commit": "c7e3dc3fa5cc7b182098a4ba61df5edf0fd081ab",
      "fileid": "808dd645c0170fa2f9472df77a88826f6dfd5e3c82c98f4378cbea27f0b1edac",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/ryan-thompson/actions/runs/26281030750"
    },
    {
      "r": "4.6.0",
      "os": "mac",
      "version": "1.0.3",
      "date": "2026-05-22T10:00:11.000Z",
      "arch": "aarch64",
      "commit": "c7e3dc3fa5cc7b182098a4ba61df5edf0fd081ab",
      "fileid": "8f65bd84c3a7f9a3b108076cfc5ab50f347793cf9e5f00c8c409a02107a55b58",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/ryan-thompson/actions/runs/26281030750"
    },
    {
      "r": "4.6.0",
      "os": "mac",
      "version": "1.0.3",
      "date": "2026-05-22T10:04:04.000Z",
      "arch": "x86_64",
      "commit": "c7e3dc3fa5cc7b182098a4ba61df5edf0fd081ab",
      "fileid": "0868420f74504681a6cde655193ad213590a6ba32dc784acaa4b487fc358a542",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/ryan-thompson/actions/runs/26281030750"
    },
    {
      "r": "4.6.0",
      "os": "wasm",
      "version": "1.0.3",
      "date": "2026-05-22T10:00:37.000Z",
      "arch": "emscripten",
      "commit": "c7e3dc3fa5cc7b182098a4ba61df5edf0fd081ab",
      "fileid": "f3106e04374f820e39d20f5aae6748c6608d2f5c0b61ec72a1b140d30e55c934",
      "status": "success",
      "buildurl": "https://github.com/r-universe/ryan-thompson/actions/runs/26281030750"
    },
    {
      "r": "4.7.0",
      "os": "win",
      "version": "1.0.3",
      "date": "2026-05-22T09:59:37.000Z",
      "arch": "x86_64",
      "commit": "c7e3dc3fa5cc7b182098a4ba61df5edf0fd081ab",
      "fileid": "9790bc7f90cc9957a0260ece02b2c685d452736d7c5e73baf60d0994cb171b1b",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/ryan-thompson/actions/runs/26281030750"
    },
    {
      "r": "4.5.3",
      "os": "win",
      "version": "1.0.3",
      "date": "2026-05-22T09:59:56.000Z",
      "arch": "x86_64",
      "commit": "c7e3dc3fa5cc7b182098a4ba61df5edf0fd081ab",
      "fileid": "1a099c9e0fd7e946f5206ca7b5bc17ab7dd99503eb97d1a836be47862e6cb0f8",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/ryan-thompson/actions/runs/26281030750"
    },
    {
      "r": "4.6.0",
      "os": "win",
      "version": "1.0.3",
      "date": "2026-05-22T09:59:39.000Z",
      "arch": "x86_64",
      "commit": "c7e3dc3fa5cc7b182098a4ba61df5edf0fd081ab",
      "fileid": "82606c70ebb2d1f03f3dca0ef5600a4abc74280d5cca82d0b7ba2795b1b2e270",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/ryan-thompson/actions/runs/26281030750"
    }
  ]
}