{
  "_id": "6a101999acfb0bcc41c86068",
  "Package": "multilevelmod",
  "Title": "Model Wrappers for Multi-Level Models",
  "Version": "1.0.0.9000",
  "Authors@R": "c(\nperson(\"Max\", \"Kuhn\", , \"max@posit.co\", role = \"aut\",\ncomment = c(ORCID = \"0000-0003-2402-136X\")),\nperson(\"Hannah\", \"Frick\", , \"hannah@posit.co\", role = c(\"aut\", \"cre\"),\ncomment = c(ORCID = \"0000-0002-6049-5258\")),\nperson(\"Posit Software, PBC\", role = c(\"cph\", \"fnd\"),\ncomment = c(ROR = \"03wc8by49\"))\n)",
  "Description": "Bindings for hierarchical regression models for use with\nthe 'parsnip' package. Models include longitudinal generalized\nlinear models (Liang and Zeger, 1986)\n<doi:10.1093/biomet/73.1.13>, and mixed-effect models (Pinheiro\nand Bates) <doi:10.1007/978-1-4419-0318-1_1>.",
  "License": "MIT + file LICENSE",
  "URL": "https://github.com/tidymodels/multilevelmod,\nhttp://multilevelmod.tidymodels.org/",
  "VignetteBuilder": "knitr",
  "Config/Needs/website": "tidymodels/tidymodels, tidyverse/tidytemplate",
  "Config/testthat/edition": "3",
  "Config/usethis/last-upkeep": "2025-04-24",
  "Encoding": "UTF-8",
  "Language": "en-US",
  "LazyData": "true",
  "Roxygen": "list(markdown = TRUE)",
  "RoxygenNote": "7.3.2",
  "Config/pak/sysreqs": "cmake make libicu-dev",
  "Repository": "https://tidymodels.r-universe.dev",
  "Date/Publication": "2026-04-14 13:41:10 UTC",
  "RemoteUrl": "https://github.com/tidymodels/multilevelmod",
  "RemoteRef": "HEAD",
  "RemoteSha": "41ecd54979985c7058b7f95869f3d17608930ca0",
  "NeedsCompilation": "no",
  "Packaged": {
    "Date": "2026-05-14 15:33:29 UTC",
    "User": "root"
  },
  "Author": "Max Kuhn [aut] (ORCID: <https://orcid.org/0000-0003-2402-136X>),\nHannah Frick [aut, cre] (ORCID:\n<https://orcid.org/0000-0002-6049-5258>),\nPosit Software, PBC [cph, fnd] (ROR: <https://ror.org/03wc8by49>)",
  "Maintainer": "Hannah Frick <hannah@posit.co>",
  "MD5sum": "afb364eb5685ae43904ab9294f0f3755",
  "_user": "tidymodels",
  "_type": "src",
  "_file": "multilevelmod_1.0.0.9000.tar.gz",
  "_fileid": "21fccb3bc6e9f7ad25b7fdee421ed278bff5d72b351c5daa5b99eeb29eaa128e",
  "_filesize": 386931,
  "_sha256": "21fccb3bc6e9f7ad25b7fdee421ed278bff5d72b351c5daa5b99eeb29eaa128e",
  "_created": "2026-05-14T15:33:29.000Z",
  "_published": "2026-05-22T08:53:45.629Z",
  "_distro": "noble",
  "_jobs": [
    {
      "job": 77347402452,
      "time": 184,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "6998174596"
    },
    {
      "job": 77347402463,
      "time": 174,
      "config": "linux-release-x86_64",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "6998169322"
    },
    {
      "job": 77347402233,
      "time": 134,
      "config": "macos-oldrel-arm64",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "6998279380"
    },
    {
      "job": 77347402260,
      "time": 131,
      "config": "macos-release-arm64",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "6998268222"
    },
    {
      "job": 77347402057,
      "time": 244,
      "config": "source",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "6998102972"
    },
    {
      "job": 77347401787,
      "time": 135,
      "config": "wasm-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7156605994"
    },
    {
      "job": 77347402174,
      "time": 153,
      "config": "windows-devel",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "6998160856"
    },
    {
      "job": 77347402425,
      "time": 115,
      "config": "windows-oldrel",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "6998146789"
    },
    {
      "job": 77347402025,
      "time": 112,
      "config": "windows-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "6998145736"
    }
  ],
  "_buildurl": "https://github.com/r-universe/tidymodels/actions/runs/25868919456",
  "_status": "success",
  "_host": "GitHub-Actions",
  "_upstream": "https://github.com/tidymodels/multilevelmod",
  "_commit": {
    "id": "41ecd54979985c7058b7f95869f3d17608930ca0",
    "author": "Hannah Frick <hfrick@users.noreply.github.com>",
    "committer": "GitHub <noreply@github.com>",
    "message": "Merge pull request #93 from jeroenjanssens/update-plausible-snippet\n\nUpdate Plausible analytics snippet",
    "time": 1776174070
  },
  "_maintainer": {
    "name": "Hannah Frick",
    "email": "hannah@posit.co",
    "login": "hfrick",
    "mastodon": "@hfrick@mastodon.social",
    "bluesky": "@frick.ws",
    "uuid": 12950918,
    "orcid": "0000-0002-6049-5258"
  },
  "_registered": true,
  "_dependencies": [
    {
      "package": "parsnip",
      "version": ">= 1.0.0",
      "role": "Depends"
    },
    {
      "package": "R",
      "version": ">= 4.1",
      "role": "Depends"
    },
    {
      "package": "cli",
      "role": "Imports"
    },
    {
      "package": "dplyr",
      "role": "Imports"
    },
    {
      "package": "lme4",
      "role": "Imports"
    },
    {
      "package": "purrr",
      "role": "Imports"
    },
    {
      "package": "rlang",
      "role": "Imports"
    },
    {
      "package": "tibble",
      "role": "Imports"
    },
    {
      "package": "withr",
      "role": "Imports"
    },
    {
      "package": "covr",
      "role": "Suggests"
    },
    {
      "package": "gee",
      "role": "Suggests"
    },
    {
      "package": "ggplot2",
      "role": "Suggests"
    },
    {
      "package": "knitr",
      "role": "Suggests"
    },
    {
      "package": "nlme",
      "role": "Suggests"
    },
    {
      "package": "rmarkdown",
      "role": "Suggests"
    },
    {
      "package": "spelling",
      "role": "Suggests"
    },
    {
      "package": "testthat",
      "version": ">= 3.0.0",
      "role": "Suggests"
    },
    {
      "package": "tidymodels",
      "role": "Suggests"
    }
  ],
  "_owner": "tidymodels",
  "_selfowned": true,
  "_usedby": 0,
  "_updates": [
    {
      "week": "2025-36",
      "n": 1
    },
    {
      "week": "2025-46",
      "n": 1
    },
    {
      "week": "2026-16",
      "n": 1
    }
  ],
  "_tags": [],
  "_stars": 74,
  "_contributors": [
    {
      "user": "hfrick",
      "count": 71,
      "uuid": 12950918
    },
    {
      "user": "topepo",
      "count": 64,
      "uuid": 5731043
    },
    {
      "user": "emilhvitfeldt",
      "count": 7,
      "uuid": 14034784
    },
    {
      "user": "juliasilge",
      "count": 6,
      "uuid": 12505835
    },
    {
      "user": "shah-in-boots",
      "count": 3,
      "uuid": 6852177
    },
    {
      "user": "jeroenjanssens",
      "count": 2,
      "uuid": 1368256
    },
    {
      "user": "a-difabio",
      "count": 1,
      "uuid": 93767902
    }
  ],
  "_userbio": {
    "uuid": 29100987,
    "type": "organization",
    "name": "tidymodels"
  },
  "_downloads": {
    "count": 461,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/multilevelmod"
  },
  "_devurl": "https://github.com/tidymodels/multilevelmod",
  "_pkgdown": "http://multilevelmod.tidymodels.org/",
  "_searchresults": 377,
  "_rbuild": "4.6.0",
  "_assets": [
    "extra/citation.cff",
    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
    "extra/multilevelmod.html",
    "extra/NEWS.html",
    "extra/NEWS.txt",
    "extra/readme.html",
    "extra/readme.md",
    "manual.pdf"
  ],
  "_homeurl": "https://github.com/tidymodels/multilevelmod",
  "_realowner": "tidymodels",
  "_cranurl": true,
  "_releases": [
    {
      "version": "0.1.0",
      "date": "2022-03-11"
    },
    {
      "version": "0.2.0",
      "date": "2022-05-04"
    },
    {
      "version": "1.0.0",
      "date": "2022-06-17"
    }
  ],
  "_exports": [
    "gee_fit"
  ],
  "_datasets": [
    {
      "name": "longitudinal_counts",
      "title": "Simulated longitudinal Poisson counts",
      "object": "longitudinal_counts",
      "class": [
        "tbl_df",
        "tbl",
        "data.frame"
      ],
      "fields": [
        "subject",
        "time",
        "x",
        "y"
      ],
      "rows": 1000,
      "table": true,
      "tojson": true
    },
    {
      "name": "msa_data",
      "title": "Measurement systems analysis data",
      "object": "msa_data",
      "class": [
        "tbl_df",
        "tbl",
        "data.frame"
      ],
      "fields": [
        "id",
        "replicate",
        "value"
      ],
      "rows": 112,
      "table": true,
      "tojson": true
    },
    {
      "name": "riesby",
      "title": "Imipramine longitudinal data",
      "object": "riesby",
      "class": [
        "tbl_df",
        "tbl",
        "data.frame"
      ],
      "fields": [
        "subject",
        "depr_score",
        "week",
        "male",
        "endogenous",
        "imipramine",
        "desipramine"
      ],
      "rows": 250,
      "table": true,
      "tojson": true
    }
  ],
  "_help": [
    {
      "page": "longitudinal_counts",
      "title": "Simulated longitudinal Poisson counts",
      "topics": [
        "longitudinal_counts"
      ]
    },
    {
      "page": "msa_data",
      "title": "Measurement systems analysis data",
      "topics": [
        "msa_data"
      ]
    },
    {
      "page": "riesby",
      "title": "Imipramine longitudinal data",
      "topics": [
        "riesby"
      ]
    }
  ],
  "_pkglogo": "https://github.com/tidymodels/multilevelmod/raw/HEAD/man/figures/logo.png",
  "_readme": "https://github.com/tidymodels/multilevelmod/raw/HEAD/README.md",
  "_rundeps": [
    "boot",
    "cli",
    "codetools",
    "cpp11",
    "dplyr",
    "farver",
    "generics",
    "ggplot2",
    "globals",
    "glue",
    "gtable",
    "hardhat",
    "isoband",
    "labeling",
    "lattice",
    "lifecycle",
    "lme4",
    "magrittr",
    "MASS",
    "Matrix",
    "minqa",
    "nlme",
    "nloptr",
    "parsnip",
    "pillar",
    "pkgconfig",
    "prettyunits",
    "purrr",
    "R6",
    "rbibutils",
    "RColorBrewer",
    "Rcpp",
    "RcppEigen",
    "Rdpack",
    "reformulas",
    "rlang",
    "S7",
    "scales",
    "sparsevctrs",
    "stringi",
    "stringr",
    "tibble",
    "tidyr",
    "tidyselect",
    "utf8",
    "vctrs",
    "viridisLite",
    "withr"
  ],
  "_vignettes": [
    {
      "source": "multilevelmod.Rmd",
      "filename": "multilevelmod.html",
      "title": "Get Started",
      "engine": "knitr::rmarkdown",
      "headings": [
        "Generalized estimator equations (GEE)",
        "Generalized least squares",
        "Linear mixed effects via lme",
        "Models using lmer, glmer, and stan_glmer",
        "Using tidymodels workflows",
        "Other tips"
      ],
      "created": "2021-12-05 02:46:18",
      "modified": "2025-05-08 09:23:11",
      "commits": 9
    }
  ],
  "_score": 8.399815579376094,
  "_indexed": true,
  "_nocasepkg": "multilevelmod",
  "_universes": [
    "tidymodels",
    "hfrick"
  ],
  "_binaries": [
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "1.0.0.9000",
      "date": "2026-05-14T15:36:15.000Z",
      "distro": "noble",
      "commit": "41ecd54979985c7058b7f95869f3d17608930ca0",
      "fileid": "9795f69aa81a1688b57b15efb7635f1b307f01cf01e3512e3f360ce0c8435e62",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/tidymodels/actions/runs/25868919456"
    },
    {
      "r": "4.6.0",
      "os": "linux",
      "version": "1.0.0.9000",
      "date": "2026-05-14T15:36:04.000Z",
      "distro": "noble",
      "commit": "41ecd54979985c7058b7f95869f3d17608930ca0",
      "fileid": "cdd4a016a8b4701ff5d3198d0e53f5b124de0462a76888ce57b78605131dec38",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/tidymodels/actions/runs/25868919456"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "1.0.0.9000",
      "date": "2026-05-14T15:41:03.000Z",
      "commit": "41ecd54979985c7058b7f95869f3d17608930ca0",
      "fileid": "f79c53dcd657805fe276e308f0875f4332a4c993f6e965012cfa92ae558e33a7",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/tidymodels/actions/runs/25868919456"
    },
    {
      "r": "4.6.0",
      "os": "mac",
      "version": "1.0.0.9000",
      "date": "2026-05-14T15:40:40.000Z",
      "commit": "41ecd54979985c7058b7f95869f3d17608930ca0",
      "fileid": "3056028429deb413251aa761fbe18e025ab5f104b030ced516febe0b3feacfd2",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/tidymodels/actions/runs/25868919456"
    },
    {
      "r": "4.7.0",
      "os": "win",
      "version": "1.0.0.9000",
      "date": "2026-05-14T15:35:16.000Z",
      "commit": "41ecd54979985c7058b7f95869f3d17608930ca0",
      "fileid": "fdcde56270dced7ffc785626e71c406840dcfe306e430d55de07b8b8e665e441",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/tidymodels/actions/runs/25868919456"
    },
    {
      "r": "4.5.3",
      "os": "win",
      "version": "1.0.0.9000",
      "date": "2026-05-14T15:34:57.000Z",
      "commit": "41ecd54979985c7058b7f95869f3d17608930ca0",
      "fileid": "ea747682eb427524775970e1e75000deb5a535a8c33e9ce5a472b47c7328ad63",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/tidymodels/actions/runs/25868919456"
    },
    {
      "r": "4.6.0",
      "os": "win",
      "version": "1.0.0.9000",
      "date": "2026-05-14T15:34:58.000Z",
      "commit": "41ecd54979985c7058b7f95869f3d17608930ca0",
      "fileid": "b98b006be09663d5e7714a86f09f0f45ce6348365c75ee595832cc176e8d88dd",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/tidymodels/actions/runs/25868919456"
    },
    {
      "r": "4.6.0",
      "os": "wasm",
      "version": "1.0.0.9000",
      "date": "2026-05-22T08:53:28.000Z",
      "commit": "41ecd54979985c7058b7f95869f3d17608930ca0",
      "fileid": "ffe104a9673047264a703d618f1e8581ff9461ebf4453ad5719ee8259ac94320",
      "status": "success",
      "buildurl": "https://github.com/r-universe/tidymodels/actions/runs/25868919456"
    }
  ]
}