{
  "_id": "6a0f77fbacfb0bcc41c62319",
  "Package": "hlmLab",
  "Type": "Package",
  "Title": "Hierarchical Linear Modeling with Visualization and\nDecomposition",
  "Version": "0.1.0",
  "Authors@R": "person(\"Subir\", \"Hait\", email = \"haitsubi@msu.edu\",\nrole = c(\"aut\", \"cre\"),\ncomment = c(ORCID = \"0009-0004-9871-9677\"))",
  "Description": "Provides functions for visualization and decomposition in\nhierarchical linear models (HLM) for applications in education,\npsychology, and the social sciences. Includes variance\ndecomposition for two-level and three-level data structures\nfollowing Snijders and Bosker (2012, ISBN:9781849202015),\nintraclass correlation (ICC) estimation and design effect\ncomputation as described in Shrout and Fleiss (1979)\n<doi:10.1037/0033-2909.86.2.420>, and contextual effect\ndecomposition via the Mundlak (1978) <doi:10.2307/1913646>\nspecification distinguishing within- and between-cluster\ncomponents. Supports visualization of random slopes and\ncross-level interactions following Hofmann and Gavin (1998)\n<doi:10.1177/014920639802400504> and Hamaker and Muthen (2020)\n<doi:10.1037/met0000239>. Multilevel models are estimated using\n'lme4' (Bates et al., 2015 <doi:10.18637/jss.v067.i01>). An\noptional 'Shiny' application enables interactive exploration of\nmodel components and parameter variation. The implementation\nfollows the multilevel modeling framework of Raudenbush and\nBryk (2002, ISBN:9780761919049).",
  "License": "MIT + file LICENSE",
  "Encoding": "UTF-8",
  "Language": "en-US",
  "Config/testthat/edition": "3",
  "Roxygen": "list(markdown = TRUE)",
  "RoxygenNote": "7.3.3",
  "URL": "https://github.com/causalfragility-lab/hlmLab",
  "BugReports": "https://github.com/causalfragility-lab/hlmLab/issues",
  "Config/pak/sysreqs": "cmake make",
  "Repository": "https://causalfragility-lab.r-universe.dev",
  "Date/Publication": "2026-04-21 04:07:56 UTC",
  "RemoteUrl": "https://github.com/causalfragility-lab/hlmlab",
  "RemoteRef": "HEAD",
  "RemoteSha": "039879e11549fa962880280fe7d9081f41901ad0",
  "NeedsCompilation": "no",
  "Packaged": {
    "Date": "2026-05-21 06:06:12 UTC",
    "User": "root"
  },
  "Author": "Subir Hait [aut, cre] (ORCID: <https://orcid.org/0009-0004-9871-9677>)",
  "Maintainer": "Subir Hait <haitsubi@msu.edu>",
  "MD5sum": "9413440aa2eaf158fcd9c78eaecd6476",
  "_user": "causalfragility-lab",
  "_type": "src",
  "_file": "hlmLab_0.1.0.tar.gz",
  "_fileid": "a6d8516dfec8265816f4662a868d503c905fc8fc4c5efba17c0cafcaacf0f87c",
  "_filesize": 117451,
  "_sha256": "a6d8516dfec8265816f4662a868d503c905fc8fc4c5efba17c0cafcaacf0f87c",
  "_created": "2026-05-21T06:06:12.000Z",
  "_published": "2026-05-21T21:24:11.776Z",
  "_distro": "noble",
  "_jobs": [
    {
      "job": 77271520019,
      "time": 138,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "7128441092"
    },
    {
      "job": 77271520059,
      "time": 126,
      "config": "linux-release-x86_64",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7128438756"
    },
    {
      "job": 77271519913,
      "time": 77,
      "config": "macos-oldrel-arm64",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "7128427436"
    },
    {
      "job": 77271520050,
      "time": 85,
      "config": "macos-release-arm64",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7128429229"
    },
    {
      "job": 77271519387,
      "time": 174,
      "config": "source",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7128409787"
    },
    {
      "job": 77271519438,
      "time": 144,
      "config": "wasm-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7147542154"
    },
    {
      "job": 77271519854,
      "time": 86,
      "config": "windows-devel",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "7128430129"
    },
    {
      "job": 77271519975,
      "time": 61,
      "config": "windows-oldrel",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "7128424034"
    },
    {
      "job": 77271519909,
      "time": 72,
      "config": "windows-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7128426262"
    }
  ],
  "_buildurl": "https://github.com/r-universe/causalfragility-lab/actions/runs/26208536780",
  "_status": "success",
  "_host": "GitHub-Actions",
  "_upstream": "https://github.com/causalfragility-lab/hlmlab",
  "_commit": {
    "id": "039879e11549fa962880280fe7d9081f41901ad0",
    "author": "causalfragility-lab <264290991+causalfragility-lab@users.noreply.github.com>",
    "committer": "GitHub <noreply@github.com>",
    "message": "Update README.md",
    "time": 1776744476
  },
  "_maintainer": {
    "name": "Subir Hait",
    "email": "haitsubi@msu.edu",
    "login": "causalfragility-lab",
    "description": "",
    "uuid": 264290991
  },
  "_registered": true,
  "_dependencies": [
    {
      "package": "R",
      "version": ">= 4.1.0",
      "role": "Depends"
    },
    {
      "package": "dplyr",
      "role": "Imports"
    },
    {
      "package": "ggplot2",
      "version": ">= 3.4.0",
      "role": "Imports"
    },
    {
      "package": "lme4",
      "role": "Imports"
    },
    {
      "package": "scales",
      "role": "Imports"
    },
    {
      "package": "stats",
      "role": "Imports"
    },
    {
      "package": "shiny",
      "role": "Suggests"
    },
    {
      "package": "spelling",
      "role": "Suggests"
    },
    {
      "package": "testthat",
      "version": ">= 3.0.0",
      "role": "Suggests"
    }
  ],
  "_owner": "causalfragility-lab",
  "_selfowned": true,
  "_usedby": 0,
  "_updates": [
    {
      "week": "2025-48",
      "n": 1
    },
    {
      "week": "2026-14",
      "n": 8
    },
    {
      "week": "2026-17",
      "n": 1
    }
  ],
  "_tags": [],
  "_stars": 1,
  "_contributors": [
    {
      "user": "causalfragility-lab",
      "count": 10,
      "uuid": 264290991
    }
  ],
  "_userbio": {
    "uuid": 264290991,
    "type": "user",
    "name": "causalfragility-lab"
  },
  "_downloads": {
    "count": 516,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/hlmLab"
  },
  "_devurl": "https://github.com/causalfragility-lab/hlmlab",
  "_searchresults": 0,
  "_rbuild": "4.6.0",
  "_assets": [
    "extra/citation.cff",
    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
    "extra/hlmLab.html",
    "extra/readme.html",
    "extra/readme.md",
    "manual.pdf"
  ],
  "_homeurl": "https://github.com/causalfragility-lab/hlmlab",
  "_realowner": "causalfragility-lab",
  "_cranurl": true,
  "_releases": [
    {
      "version": "0.1.0",
      "date": "2026-04-16"
    }
  ],
  "_exports": [
    "hlm_context",
    "hlm_context_plot",
    "hlm_decompose",
    "hlm_decompose_long",
    "hlm_icc",
    "hlm_icc_plot",
    "hlm_xint_geom"
  ],
  "_help": [
    {
      "page": "hlm_context",
      "title": "Contextual effect for a Level-1 predictor (Mundlak decomposition)",
      "topics": [
        "hlm_context"
      ]
    },
    {
      "page": "hlm_context_plot",
      "title": "Convenience wrapper to plot contextual effects",
      "topics": [
        "hlm_context_plot"
      ]
    },
    {
      "page": "hlm_decompose",
      "title": "Multilevel variance decomposition (within/between/longitudinal)",
      "topics": [
        "hlm_decompose"
      ]
    },
    {
      "page": "hlm_decompose_long",
      "title": "Longitudinal three-level variance decomposition (B-P-W)",
      "topics": [
        "hlm_decompose_long"
      ]
    },
    {
      "page": "hlm_icc",
      "title": "Intraclass correlation and design effect from a random-intercept model",
      "topics": [
        "hlm_icc"
      ]
    },
    {
      "page": "hlm_icc_plot",
      "title": "Teaching plot for intraclass correlation (ICC)",
      "topics": [
        "hlm_icc_plot"
      ]
    },
    {
      "page": "hlm_xint_geom",
      "title": "Geometry of a cross-level interaction (random slopes fan plot)",
      "topics": [
        "hlm_xint_geom"
      ]
    },
    {
      "page": "plot.hlm_context",
      "title": "Plot method for hlm_context objects",
      "topics": [
        "plot.hlm_context"
      ]
    },
    {
      "page": "plot.hlm_decompose",
      "title": "Plot method for hlm_decompose objects",
      "topics": [
        "plot.hlm_decompose"
      ]
    }
  ],
  "_readme": "https://github.com/causalfragility-lab/hlmlab/raw/HEAD/README.md",
  "_rundeps": [
    "boot",
    "cli",
    "cpp11",
    "dplyr",
    "farver",
    "generics",
    "ggplot2",
    "glue",
    "gtable",
    "isoband",
    "labeling",
    "lattice",
    "lifecycle",
    "lme4",
    "magrittr",
    "MASS",
    "Matrix",
    "minqa",
    "nlme",
    "nloptr",
    "pillar",
    "pkgconfig",
    "R6",
    "rbibutils",
    "RColorBrewer",
    "Rcpp",
    "RcppEigen",
    "Rdpack",
    "reformulas",
    "rlang",
    "S7",
    "scales",
    "tibble",
    "tidyselect",
    "utf8",
    "vctrs",
    "viridisLite",
    "withr"
  ],
  "_score": 3.1760912590556813,
  "_indexed": true,
  "_nocasepkg": "hlmlab",
  "_universes": [
    "causalfragility-lab"
  ],
  "_binaries": [
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "0.1.0",
      "date": "2026-05-21T06:08:35.000Z",
      "distro": "noble",
      "commit": "039879e11549fa962880280fe7d9081f41901ad0",
      "fileid": "8990f9d64717533321e56e4fd198a28a26d21c3fd7048934c270c42091e816dd",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/causalfragility-lab/actions/runs/26208536780"
    },
    {
      "r": "4.6.0",
      "os": "linux",
      "version": "0.1.0",
      "date": "2026-05-21T06:08:26.000Z",
      "distro": "noble",
      "commit": "039879e11549fa962880280fe7d9081f41901ad0",
      "fileid": "67991a7c3410bb6f8d9bcec45e9e6a49f9ad097a3a3ddba35b4cd69cc6a20f72",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/causalfragility-lab/actions/runs/26208536780"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "0.1.0",
      "date": "2026-05-21T06:07:39.000Z",
      "commit": "039879e11549fa962880280fe7d9081f41901ad0",
      "fileid": "5cf0e5c0319412532029e96e0d0542e9dca251492bd8e547c7ef28635e4fdcd4",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/causalfragility-lab/actions/runs/26208536780"
    },
    {
      "r": "4.6.0",
      "os": "mac",
      "version": "0.1.0",
      "date": "2026-05-21T06:07:45.000Z",
      "commit": "039879e11549fa962880280fe7d9081f41901ad0",
      "fileid": "5f0bbcb65cb6de22d01937dee770b7cd5296ef8ac6d3903f28980ebbc073e7fb",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/causalfragility-lab/actions/runs/26208536780"
    },
    {
      "r": "4.6.0",
      "os": "wasm",
      "version": "0.1.0",
      "date": "2026-05-21T21:23:57.000Z",
      "commit": "039879e11549fa962880280fe7d9081f41901ad0",
      "fileid": "eadd6d65404eb549a4981fad7e3869b88d804ff469ef7386d5850ce4741dc044",
      "status": "success",
      "buildurl": "https://github.com/r-universe/causalfragility-lab/actions/runs/26208536780"
    },
    {
      "r": "4.7.0",
      "os": "win",
      "version": "0.1.0",
      "date": "2026-05-21T06:07:45.000Z",
      "commit": "039879e11549fa962880280fe7d9081f41901ad0",
      "fileid": "051833a77eee8085a4f4b0aa99d22e51ce048dea83f4a83bc64f723a843b7e65",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/causalfragility-lab/actions/runs/26208536780"
    },
    {
      "r": "4.5.3",
      "os": "win",
      "version": "0.1.0",
      "date": "2026-05-21T06:07:18.000Z",
      "commit": "039879e11549fa962880280fe7d9081f41901ad0",
      "fileid": "123f39c84eb3c2ab0c56f066608df34133eff8d26ec57dd5c807c5ecc6e1ecf6",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/causalfragility-lab/actions/runs/26208536780"
    },
    {
      "r": "4.6.0",
      "os": "win",
      "version": "0.1.0",
      "date": "2026-05-21T06:07:27.000Z",
      "commit": "039879e11549fa962880280fe7d9081f41901ad0",
      "fileid": "17057b850ea39e40b3acf0ba22253bf68b72c6bf89d60ba698e87408a581154b",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/causalfragility-lab/actions/runs/26208536780"
    }
  ]
}