{
  "_id": "6a0f6f02acfb0bcc41c5f084",
  "Package": "mlmtools",
  "Title": "Multi-Level Model Assessment Kit",
  "Version": "1.1.0",
  "Authors@R": "c(person(\"Laura Jamison\", email = \"lj5yn@virginia.edu\", role = c(\"aut\", \"cre\")),\nperson(\"Jessica Mazen\", email = \"mazenjes@gmail.com\", role = c(\"aut\")),\nperson(\"Erik Ruzek\", email = \"eruzek@virginia.edu\", role = c(\"aut\")),\nperson(\"Gus Sjobeck\", email = \"grs4de@virginia.edu\", role = \"ctb\"))",
  "Maintainer": "Laura Jamison <lj5yn@virginia.edu>",
  "Description": "Multilevel models (mixed effects models) are the\nstatistical tool of choice for analyzing multilevel data\n(Searle et al, 2009). These models account for the correlated\nnature of observations within higher level units by adding\ngroup-level error terms that augment the singular residual\nerror of a standard OLS regression. Multilevel and mixed\neffects models often require specialized data pre-processing\nand further post-estimation derivations and graphics to gain\ninsight into model results. The package presented here,\n'mlmtools', is a suite of pre- and post-estimation tools for\nmultilevel models in 'R'. Package implements post-estimation\ntools designed to work with models estimated using 'lme4''s\n(Bates et al., 2014) lmer() function, which fits linear mixed\neffects regression models. Searle, S. R., Casella, G., &\nMcCulloch, C. E. (2009, ISBN:978-0470009598). Bates, D.,\nMächler, M., Bolker, B., & Walker, S. (2014)\n<doi:10.18637/jss.v067.i01>.",
  "License": "GPL (>= 3)",
  "Encoding": "UTF-8",
  "RoxygenNote": "7.2.1",
  "Config/pak/sysreqs": "cmake make",
  "Repository": "https://lkjamison.r-universe.dev",
  "Date/Publication": "2023-02-14 20:43:31 UTC",
  "RemoteUrl": "https://github.com/lkjamison/mlmtools",
  "RemoteRef": "HEAD",
  "RemoteSha": "a6bb2233c3460373eb7d62479f6b248b91af7e7d",
  "NeedsCompilation": "no",
  "Packaged": {
    "Date": "2026-05-21 07:47:25 UTC",
    "User": "root"
  },
  "Author": "Laura Jamison [aut, cre],\nJessica Mazen [aut],\nErik Ruzek [aut],\nGus Sjobeck [ctb]",
  "MD5sum": "f4c9176c805484ff1c15a2cd8e7ebdaa",
  "_user": "lkjamison",
  "_type": "src",
  "_file": "mlmtools_1.1.0.tar.gz",
  "_fileid": "57d9fc493fb3677f0a36c344030ad57787cb85a6892faec4ceb6b619f1e4079a",
  "_filesize": 1141238,
  "_sha256": "57d9fc493fb3677f0a36c344030ad57787cb85a6892faec4ceb6b619f1e4079a",
  "_created": "2026-05-21T07:47:25.000Z",
  "_published": "2026-05-21T20:45:54.124Z",
  "_distro": "noble",
  "_jobs": [
    {
      "job": 77265303775,
      "time": 126,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "ERROR",
      "artifact": "7130124202"
    },
    {
      "job": 77265303701,
      "time": 112,
      "config": "linux-release-x86_64",
      "r": "4.6.0",
      "check": "ERROR",
      "artifact": "7130120437"
    },
    {
      "job": 77265303944,
      "time": 134,
      "config": "macos-oldrel-arm64",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "7130121599"
    },
    {
      "job": 77265303829,
      "time": 122,
      "config": "macos-release-arm64",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7130117636"
    },
    {
      "job": 77265303365,
      "time": 153,
      "config": "source",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7130082382"
    },
    {
      "job": 77265303239,
      "time": 97,
      "config": "wasm-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7146794000"
    },
    {
      "job": 77265303914,
      "time": 164,
      "config": "windows-devel",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "7130137022"
    },
    {
      "job": 77265303930,
      "time": 78,
      "config": "windows-oldrel",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "7130109786"
    },
    {
      "job": 77265303766,
      "time": 90,
      "config": "windows-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7130113240"
    }
  ],
  "_buildurl": "https://github.com/r-universe/lkjamison/actions/runs/26212696949",
  "_status": "success",
  "_host": "GitHub-Actions",
  "_upstream": "https://github.com/lkjamison/mlmtools",
  "_commit": {
    "id": "a6bb2233c3460373eb7d62479f6b248b91af7e7d",
    "author": "Laura Jamison <lj5yn@virginia.edu>",
    "committer": "Laura Jamison <lj5yn@virginia.edu>",
    "message": "added plot\n",
    "time": 1676407411
  },
  "_maintainer": {
    "name": "Laura Jamison",
    "email": "lj5yn@virginia.edu",
    "login": "lkjamison",
    "description": "Postdoctoral Fellow, Naval Research Laboratory\nPhD, Quantitative Psychology",
    "uuid": 60159688
  },
  "_registered": true,
  "_dependencies": [
    {
      "package": "R",
      "version": ">= 3.5.0",
      "role": "Depends"
    },
    {
      "package": "lme4",
      "role": "Imports"
    },
    {
      "package": "stats",
      "role": "Imports"
    },
    {
      "package": "ggplot2",
      "role": "Imports"
    }
  ],
  "_owner": "lkjamison",
  "_selfowned": true,
  "_usedby": 0,
  "_updates": [],
  "_tags": [],
  "_stars": 3,
  "_contributors": [
    {
      "user": "lkjamison",
      "count": 240,
      "uuid": 60159688
    },
    {
      "user": "gsjobeck",
      "count": 39,
      "uuid": 33702150
    },
    {
      "user": "mazenjes",
      "count": 8,
      "uuid": 31860537
    },
    {
      "user": "bbachilles",
      "count": 5,
      "uuid": 11998611
    },
    {
      "user": "donaldrwilliams",
      "count": 4,
      "uuid": 19657194
    },
    {
      "user": "cfehrman",
      "count": 1,
      "uuid": 46721694
    }
  ],
  "_userbio": {
    "uuid": 60159688,
    "type": "user",
    "name": "Laura Jamison",
    "description": "Postdoctoral Fellow, Naval Research Laboratory\r\nPhD, Quantitative Psychology"
  },
  "_downloads": {
    "count": 226,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/mlmtools"
  },
  "_devurl": "https://github.com/lkjamison/mlmtools",
  "_searchresults": 5,
  "_rbuild": "4.6.0",
  "_assets": [
    "extra/citation.cff",
    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
    "extra/mlmtools.html",
    "extra/readme.html",
    "extra/readme.md",
    "manual.pdf"
  ],
  "_homeurl": "https://github.com/lkjamison/mlmtools",
  "_realowner": "lkjamison",
  "_cranurl": true,
  "_releases": [
    {
      "version": "1.0.1",
      "date": "2022-09-30"
    },
    {
      "version": "1.0.2",
      "date": "2022-10-26"
    }
  ],
  "_exports": [
    "betweenPlot",
    "caterpillarPlot",
    "center",
    "ICCm",
    "levelCompare",
    "levelComparePlot",
    "mlm_assumptions",
    "rsqmlm",
    "varCompare",
    "withinPlot"
  ],
  "_help": [
    {
      "page": "betweenPlot",
      "title": "Plots Between Group Associations",
      "topics": [
        "betweenPlot"
      ]
    },
    {
      "page": "caterpillarPlot",
      "title": "Caterpillar Plot",
      "topics": [
        "caterpillarPlot"
      ]
    },
    {
      "page": "center",
      "title": "Centers variables for mixed effects models",
      "topics": [
        "center"
      ]
    },
    {
      "page": "ICCm",
      "title": "Computes ICC values for mixed-effects models",
      "topics": [
        "ICCm"
      ]
    },
    {
      "page": "instruction",
      "title": "Instruction Data",
      "topics": [
        "instruction"
      ]
    },
    {
      "page": "levelCompare",
      "title": "Reports on a comparison of the mixed model vs. a model that does not account for nesting",
      "topics": [
        "levelCompare"
      ]
    },
    {
      "page": "levelComparePlot",
      "title": "Plots comparison of accounting for nesting vs. not accounting for nesting",
      "topics": [
        "levelComparePlot"
      ]
    },
    {
      "page": "mlm_assumptions",
      "title": "Reports the output of testing all assumptions for a multilevel model",
      "topics": [
        "mlm_assumptions"
      ]
    },
    {
      "page": "prints",
      "title": "S3Methods for Printing",
      "topics": [
        "print.center",
        "print.ICCm",
        "print.levelCompare",
        "print.rsqmlm",
        "print.varCompare",
        "prints"
      ]
    },
    {
      "page": "reporting",
      "title": "Reporting Data",
      "topics": [
        "reporting"
      ]
    },
    {
      "page": "rsqmlm",
      "title": "Calculates R-squared from lmer models",
      "topics": [
        "rsqmlm"
      ]
    },
    {
      "page": "varCompare",
      "title": "Compares variance explained for two mixed effects models",
      "topics": [
        "varCompare"
      ]
    },
    {
      "page": "withinPlot",
      "title": "Plots Within Group Associations",
      "topics": [
        "withinPlot"
      ]
    }
  ],
  "_readme": "https://github.com/lkjamison/mlmtools/raw/HEAD/README.md",
  "_rundeps": [
    "boot",
    "cli",
    "cpp11",
    "farver",
    "ggplot2",
    "glue",
    "gtable",
    "isoband",
    "labeling",
    "lattice",
    "lifecycle",
    "lme4",
    "MASS",
    "Matrix",
    "minqa",
    "nlme",
    "nloptr",
    "R6",
    "rbibutils",
    "RColorBrewer",
    "Rcpp",
    "RcppEigen",
    "Rdpack",
    "reformulas",
    "rlang",
    "S7",
    "scales",
    "vctrs",
    "viridisLite",
    "withr"
  ],
  "_score": 3.8750612633917,
  "_indexed": true,
  "_nocasepkg": "mlmtools",
  "_universes": [
    "lkjamison"
  ],
  "_binaries": [
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "1.1.0",
      "date": "2026-05-21T07:49:36.000Z",
      "distro": "noble",
      "commit": "a6bb2233c3460373eb7d62479f6b248b91af7e7d",
      "fileid": "292e010a7f656a2895c6a5586bd7ceaf853ae646adea4e89a6241cb4549660ad",
      "status": "failure",
      "check": "ERROR",
      "buildurl": "https://github.com/r-universe/lkjamison/actions/runs/26212696949"
    },
    {
      "r": "4.6.0",
      "os": "linux",
      "version": "1.1.0",
      "date": "2026-05-21T07:49:24.000Z",
      "distro": "noble",
      "commit": "a6bb2233c3460373eb7d62479f6b248b91af7e7d",
      "fileid": "4d2d166428dba1b5503d0f25713d6142f6c5524251ae94805f07b0f9c75b4dda",
      "status": "failure",
      "check": "ERROR",
      "buildurl": "https://github.com/r-universe/lkjamison/actions/runs/26212696949"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "1.1.0",
      "date": "2026-05-21T07:49:29.000Z",
      "commit": "a6bb2233c3460373eb7d62479f6b248b91af7e7d",
      "fileid": "2cf4face260c5c2b472069c7a2d51ec4edbb21569f53fec0e53e15ef7aaf3fca",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/lkjamison/actions/runs/26212696949"
    },
    {
      "r": "4.6.0",
      "os": "mac",
      "version": "1.1.0",
      "date": "2026-05-21T07:49:16.000Z",
      "commit": "a6bb2233c3460373eb7d62479f6b248b91af7e7d",
      "fileid": "03e6b088d816c38b1bc98ed0fd2e3a4cfe26461f9754a7f0f0428013d8a4770c",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/lkjamison/actions/runs/26212696949"
    },
    {
      "r": "4.6.0",
      "os": "wasm",
      "version": "1.1.0",
      "date": "2026-05-21T20:45:39.000Z",
      "commit": "a6bb2233c3460373eb7d62479f6b248b91af7e7d",
      "fileid": "933867905e90e3693acee40e4a5327e5a6fa6a8d29ed97031cc8094bd4c15b6e",
      "status": "success",
      "buildurl": "https://github.com/r-universe/lkjamison/actions/runs/26212696949"
    },
    {
      "r": "4.7.0",
      "os": "win",
      "version": "1.1.0",
      "date": "2026-05-21T07:50:02.000Z",
      "commit": "a6bb2233c3460373eb7d62479f6b248b91af7e7d",
      "fileid": "d20564976740a12b33fdc84e1633e7c2a32d070e4fa3439a785f33dc599b3c0f",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/lkjamison/actions/runs/26212696949"
    },
    {
      "r": "4.5.3",
      "os": "win",
      "version": "1.1.0",
      "date": "2026-05-21T07:48:35.000Z",
      "commit": "a6bb2233c3460373eb7d62479f6b248b91af7e7d",
      "fileid": "d7c013c9084fc3b8d0a14488c436356453671f8b687d898051b9a2398dd03449",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/lkjamison/actions/runs/26212696949"
    },
    {
      "r": "4.6.0",
      "os": "win",
      "version": "1.1.0",
      "date": "2026-05-21T07:48:48.000Z",
      "commit": "a6bb2233c3460373eb7d62479f6b248b91af7e7d",
      "fileid": "857d8d3ba32179869a7f6b4a9c29b483c2d1c262530893c14135c381faaae775",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/lkjamison/actions/runs/26212696949"
    }
  ]
}