{
  "_id": "6a1f0aa0b401979e7341c5b3",
  "Package": "mixlm",
  "Type": "Package",
  "Title": "Mixed Model ANOVA and Statistics for Education",
  "Version": "1.4.3",
  "Date": "2025-08-20",
  "Authors@R": "c(person(\"Kristian Hovde\", \"Liland\", role = c(\"aut\",\"cre\"), email=\"kristian.liland@nmbu.no\"),\nperson(\"Solve\", \"Sæbø¸\", role=c(\"ctb\")), person(\"R Core Team\", role=\"ctb\"))",
  "Maintainer": "Kristian Hovde Liland <kristian.liland@nmbu.no>",
  "Encoding": "UTF-8",
  "Description": "The main functions perform mixed models analysis by least\nsquares or REML by adding the function r() to formulas of lm()\nand glm(). A collection of text-book statistics for higher\neducation is also included, e.g. modifications of the functions\nlm(), glm() and associated summaries from the package 'stats'.",
  "License": "GPL (>= 2)",
  "URL": "https://github.com/khliland/mixlm/",
  "BugReports": "https://github.com/khliland/mixlm/issues/",
  "Config/pak/sysreqs": "cmake make libicu-dev",
  "Repository": "https://khliland.r-universe.dev",
  "Date/Publication": "2026-05-17 17:40:36 UTC",
  "RemoteUrl": "https://github.com/khliland/mixlm",
  "RemoteRef": "HEAD",
  "RemoteSha": "96195946ba55215d31adeacef7e892b030bc7e8b",
  "NeedsCompilation": "no",
  "Packaged": {
    "Date": "2026-05-17 17:58:20 UTC",
    "User": "root"
  },
  "Author": "Kristian Hovde Liland [aut, cre],\nSolve Sæbø¸ [ctb],\nR Core Team [ctb]",
  "MD5sum": "bed009c0b1df18671e75f6e23de6ed20",
  "_user": "khliland",
  "_type": "src",
  "_file": "mixlm_1.4.3.tar.gz",
  "_fileid": "2b1eb97bab255ba31f92e8e6c0a5b9fdce589e208fc18cea436755cbb73248da",
  "_filesize": 318026,
  "_sha256": "2b1eb97bab255ba31f92e8e6c0a5b9fdce589e208fc18cea436755cbb73248da",
  "_created": "2026-05-17T17:58:20.000Z",
  "_published": "2026-06-02T16:53:52.217Z",
  "_distro": "noble",
  "_jobs": [
    {
      "job": 79125430568,
      "time": 163,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "7044736151"
    },
    {
      "job": 79125430817,
      "time": 152,
      "config": "linux-release-x86_64",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7044734886"
    },
    {
      "job": 79125430781,
      "time": 135,
      "config": "macos-oldrel-arm64",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "7044732845"
    },
    {
      "job": 79125430090,
      "time": 100,
      "config": "macos-release-arm64",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7044728664"
    },
    {
      "job": 79125429427,
      "time": 192,
      "config": "source",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7044717929"
    },
    {
      "job": 79125429469,
      "time": 114,
      "config": "wasm-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7364330731"
    },
    {
      "job": 79125430630,
      "time": 141,
      "config": "windows-devel",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "7044733579"
    },
    {
      "job": 79125430504,
      "time": 104,
      "config": "windows-oldrel",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "7044729037"
    },
    {
      "job": 79125430580,
      "time": 109,
      "config": "windows-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7044727466"
    }
  ],
  "_buildurl": "https://github.com/r-universe/khliland/actions/runs/25998365265",
  "_status": "success",
  "_host": "GitHub-Actions",
  "_upstream": "https://github.com/khliland/mixlm",
  "_commit": {
    "id": "96195946ba55215d31adeacef7e892b030bc7e8b",
    "author": "Kristian Hovde Liland <khliland@users.noreply.github.com>",
    "committer": "Kristian Hovde Liland <khliland@users.noreply.github.com>",
    "message": "Corrected some possible troublemakers for tied results.\n",
    "time": 1779039636
  },
  "_maintainer": {
    "name": "Kristian Hovde Liland",
    "email": "kristian.liland@nmbu.no",
    "login": "khliland",
    "description": "",
    "uuid": 9257806
  },
  "_registered": true,
  "_dependencies": [
    {
      "package": "car",
      "role": "Imports"
    },
    {
      "package": "pls",
      "role": "Imports"
    },
    {
      "package": "multcomp",
      "role": "Imports"
    },
    {
      "package": "pracma",
      "role": "Imports"
    },
    {
      "package": "leaps",
      "role": "Imports"
    },
    {
      "package": "lme4",
      "role": "Suggests"
    }
  ],
  "_owner": "khliland",
  "_selfowned": true,
  "_usedby": 4,
  "_updates": [
    {
      "week": "2025-22",
      "n": 1
    },
    {
      "week": "2025-32",
      "n": 1
    },
    {
      "week": "2025-34",
      "n": 1
    },
    {
      "week": "2026-20",
      "n": 2
    }
  ],
  "_tags": [],
  "_stars": 1,
  "_contributors": [
    {
      "user": "khliland",
      "count": 25,
      "uuid": 9257806
    }
  ],
  "_userbio": {
    "uuid": 9257806,
    "type": "user",
    "name": "Kristian Hovde Liland"
  },
  "_downloads": {
    "count": 828,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/mixlm"
  },
  "_mentions": 3,
  "_devurl": "https://github.com/khliland/mixlm",
  "_searchresults": 86,
  "_rbuild": "4.6.0",
  "_assets": [
    "extra/citation.cff",
    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
    "extra/mixlm.html",
    "extra/NEWS.html",
    "extra/NEWS.txt",
    "extra/readme.html",
    "extra/readme.md",
    "manual.pdf"
  ],
  "_homeurl": "https://github.com/khliland/mixlm",
  "_realowner": "khliland",
  "_cranurl": true,
  "_releases": [
    {
      "version": "1.0.0",
      "date": "2014-02-20"
    },
    {
      "version": "1.0.2",
      "date": "2014-03-20"
    },
    {
      "version": "1.0.3",
      "date": "2014-05-15"
    },
    {
      "version": "1.0.5",
      "date": "2014-06-29"
    },
    {
      "version": "1.0.6",
      "date": "2014-09-16"
    },
    {
      "version": "1.0.7",
      "date": "2014-11-09"
    },
    {
      "version": "1.0.8",
      "date": "2015-01-21"
    },
    {
      "version": "1.0.8.1",
      "date": "2015-01-31"
    },
    {
      "version": "1.0.8.3",
      "date": "2015-02-23"
    },
    {
      "version": "1.0.8.5",
      "date": "2015-03-11"
    },
    {
      "version": "1.0.9.2",
      "date": "2015-07-26"
    },
    {
      "version": "1.1.0",
      "date": "2015-11-13"
    },
    {
      "version": "1.1.1",
      "date": "2016-01-15"
    },
    {
      "version": "1.1.2",
      "date": "2016-04-19"
    },
    {
      "version": "1.1.3",
      "date": "2016-05-12"
    },
    {
      "version": "1.1.4",
      "date": "2016-08-26"
    },
    {
      "version": "1.1.5",
      "date": "2016-10-08"
    },
    {
      "version": "1.2.1",
      "date": "2017-05-06"
    },
    {
      "version": "1.2.2",
      "date": "2017-11-13"
    },
    {
      "version": "1.2.3",
      "date": "2018-01-03"
    },
    {
      "version": "1.2.4",
      "date": "2019-12-13"
    },
    {
      "version": "1.2.5",
      "date": "2021-04-26"
    },
    {
      "version": "1.2.6",
      "date": "2022-02-24"
    },
    {
      "version": "1.3.0",
      "date": "2023-08-08"
    },
    {
      "version": "1.4.0",
      "date": "2024-10-07"
    },
    {
      "version": "1.4.1",
      "date": "2025-01-08"
    },
    {
      "version": "1.4.2",
      "date": "2025-01-17"
    },
    {
      "version": "1.4.3",
      "date": "2025-08-20"
    }
  ],
  "_exports": [
    "Anova",
    "anova_reg",
    "AnovaMix",
    "AnovaMixMLM",
    "backward",
    "best.subsets",
    "CIgrandMean",
    "cld",
    "confusion",
    "contr.weighted",
    "effect.labels",
    "forward",
    "fparse",
    "glm",
    "hasseMod",
    "is.balanced",
    "lm",
    "lmer",
    "plotprops",
    "PRESS",
    "PRESS.pred",
    "PRESS.res",
    "print.AnovaMix",
    "print.AnovaMixMLM",
    "print.CIgm",
    "print.simple.glht",
    "print.summary.lmm",
    "print.WF",
    "prop.test.ordinary",
    "qr.lmm",
    "R2pred",
    "random.worker",
    "rmsep",
    "RMSEP",
    "rparse",
    "simple.glht",
    "spearson",
    "stepWise",
    "stepWiseBack",
    "summary.lmm",
    "t_test",
    "t_test_sum",
    "t_test.default",
    "t_test.formula",
    "tally",
    "wideForward",
    "z_test",
    "z_test_sum",
    "z_test.default",
    "z_test.formula"
  ],
  "_help": [
    {
      "page": "anova_reg",
      "title": "Analysis of variance for regression.",
      "topics": [
        "anova_reg"
      ]
    },
    {
      "page": "anova.lmm",
      "title": "Analysis of variance (sequential SS)",
      "topics": [
        "anova",
        "anova.lmm"
      ]
    },
    {
      "page": "Anova",
      "title": "Analysis of variance with SS type II or III (including mixed models).",
      "topics": [
        "Anova",
        "Anova.lmm"
      ]
    },
    {
      "page": "AnovaMix",
      "title": "Mixed model least squares analysis of variance (mixed ANOVA).",
      "topics": [
        "AnovaMix",
        "AnovaMixMLM"
      ]
    },
    {
      "page": "best.subsets",
      "title": "F-test based best subset selection.",
      "topics": [
        "best.subsets"
      ]
    },
    {
      "page": "CIgrandMean",
      "title": "Confidence interval for the grand mean of a linear model",
      "topics": [
        "CIgrandMean",
        "print.CIgm"
      ]
    },
    {
      "page": "confusion",
      "title": "Confusion matrix.",
      "topics": [
        "confusion"
      ]
    },
    {
      "page": "contr.weighted",
      "title": "Contrast matrix for weighted effect coding",
      "topics": [
        "contr.weighted"
      ]
    },
    {
      "page": "effect.labels",
      "title": "Create new effect labels for 'lm'",
      "topics": [
        "effect.labels"
      ]
    },
    {
      "page": "forward",
      "title": "F-test based model effect selection for linear models.",
      "topics": [
        "backward",
        "forward",
        "print.WF",
        "stepWise",
        "stepWiseBack",
        "wideForward"
      ]
    },
    {
      "page": "fparse",
      "title": "Effects of formulas.",
      "topics": [
        "fparse"
      ]
    },
    {
      "page": "glm",
      "title": "Fitting Generalized Linear Models",
      "concept": [
        "regression",
        "logistic",
        "log-linear",
        "loglinear"
      ],
      "topics": [
        "glm",
        "print.glm"
      ]
    },
    {
      "page": "hasseMod",
      "title": "Hasse Diagram from Linear Model",
      "topics": [
        "hasseMod"
      ]
    },
    {
      "page": "is.balanced",
      "title": "Balance cheking of models.",
      "topics": [
        "is.balanced"
      ]
    },
    {
      "page": "lm",
      "title": "Fitting Linear Models",
      "concept": [
        "regression"
      ],
      "topics": [
        "lm",
        "lmer",
        "mixlm",
        "print.lmm",
        "qr.lmm",
        "random.worker",
        "summary.lmm"
      ]
    },
    {
      "page": "plotprops",
      "title": "Property plots for relevant component analysis",
      "topics": [
        "plotprops"
      ]
    },
    {
      "page": "PRESS",
      "title": "Prediction fits",
      "topics": [
        "PRESS",
        "PRESS.pred",
        "PRESS.res",
        "R2pred",
        "RMSEP",
        "rmsep"
      ]
    },
    {
      "page": "print.AnovaMix",
      "title": "Print method for objects of class(AnovaMix) and class(AnovaMixMLM)",
      "topics": [
        "print",
        "print.AnovaMix",
        "print.AnovaMixMLM"
      ]
    },
    {
      "page": "print.summary.lmm",
      "title": "Summarizing Linear Model Fits",
      "topics": [
        "print.summary.lmm"
      ]
    },
    {
      "page": "prop.test.ordinary",
      "title": "Test of Equal or Given Proportions in text-book version",
      "topics": [
        "prop.test.ordinary"
      ]
    },
    {
      "page": "rparse",
      "title": "Removes function r() from formulas.",
      "topics": [
        "rparse"
      ]
    },
    {
      "page": "simple.glht",
      "title": "Pairwise comparison with multiple testing compensation.",
      "topics": [
        "cld",
        "print.simple.glht",
        "simple.glht"
      ]
    },
    {
      "page": "spearson",
      "title": "Standardized Pearson residuals",
      "topics": [
        "spearson"
      ]
    },
    {
      "page": "t_test",
      "title": "Text book versions of t-tests and z-tests.",
      "topics": [
        "t_test",
        "t_test.default",
        "t_test.formula",
        "t_test_sum",
        "z_test",
        "z_test.default",
        "z_test.formula",
        "z_test_sum"
      ]
    },
    {
      "page": "tally",
      "title": "Tally of discrete numbers",
      "topics": [
        "tally"
      ]
    }
  ],
  "_readme": "https://github.com/khliland/mixlm/raw/HEAD/README.md",
  "_rundeps": [
    "abind",
    "backports",
    "boot",
    "broom",
    "car",
    "carData",
    "cli",
    "codetools",
    "colorspace",
    "cowplot",
    "cpp11",
    "Deriv",
    "doBy",
    "dplyr",
    "farver",
    "forecast",
    "Formula",
    "fracdiff",
    "generics",
    "ggplot2",
    "glue",
    "gtable",
    "isoband",
    "labeling",
    "lattice",
    "leaps",
    "lifecycle",
    "lme4",
    "lmtest",
    "magrittr",
    "MASS",
    "Matrix",
    "MatrixModels",
    "mgcv",
    "microbenchmark",
    "minqa",
    "modelr",
    "multcomp",
    "mvtnorm",
    "nlme",
    "nloptr",
    "nnet",
    "numDeriv",
    "pbkrtest",
    "pillar",
    "pkgconfig",
    "pls",
    "pracma",
    "purrr",
    "quantreg",
    "R6",
    "rbibutils",
    "RColorBrewer",
    "Rcpp",
    "RcppArmadillo",
    "RcppEigen",
    "Rdpack",
    "reformulas",
    "rlang",
    "S7",
    "sandwich",
    "scales",
    "SparseM",
    "stringi",
    "stringr",
    "survival",
    "TH.data",
    "tibble",
    "tidyr",
    "tidyselect",
    "timeDate",
    "urca",
    "utf8",
    "vctrs",
    "viridisLite",
    "withr",
    "zoo"
  ],
  "_score": 5.791830947674836,
  "_indexed": true,
  "_nocasepkg": "mixlm",
  "_universes": [
    "khliland"
  ],
  "_binaries": [
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "1.4.3",
      "date": "2026-05-17T18:00:47.000Z",
      "distro": "noble",
      "commit": "96195946ba55215d31adeacef7e892b030bc7e8b",
      "fileid": "bde6c35342f8797dc85fd591594083d362662e032220b558a659152330c697a6",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/khliland/actions/runs/25998365265"
    },
    {
      "r": "4.6.0",
      "os": "linux",
      "version": "1.4.3",
      "date": "2026-05-17T18:00:38.000Z",
      "distro": "noble",
      "commit": "96195946ba55215d31adeacef7e892b030bc7e8b",
      "fileid": "d3055013fd4d3d014712c667e2a37cd6acd0d35412220b91497cc2e4ca27f1da",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/khliland/actions/runs/25998365265"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "1.4.3",
      "date": "2026-05-17T18:00:24.000Z",
      "commit": "96195946ba55215d31adeacef7e892b030bc7e8b",
      "fileid": "c009d7f70bedebc634e0960c3535c73300f2938df3853972ba185af6787698ff",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/khliland/actions/runs/25998365265"
    },
    {
      "r": "4.6.0",
      "os": "mac",
      "version": "1.4.3",
      "date": "2026-05-17T17:59:58.000Z",
      "commit": "96195946ba55215d31adeacef7e892b030bc7e8b",
      "fileid": "4ac1aef7c327b102a10299f4348a57b13314b1aa42d3b5cb5cdee4e6165dcb39",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/khliland/actions/runs/25998365265"
    },
    {
      "r": "4.7.0",
      "os": "win",
      "version": "1.4.3",
      "date": "2026-05-17T18:00:08.000Z",
      "commit": "96195946ba55215d31adeacef7e892b030bc7e8b",
      "fileid": "399aecce0b28c30bd21e5560110f0341dd6f7d55e91e5fb89b5f435abcbf0517",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/khliland/actions/runs/25998365265"
    },
    {
      "r": "4.5.3",
      "os": "win",
      "version": "1.4.3",
      "date": "2026-05-17T17:59:44.000Z",
      "commit": "96195946ba55215d31adeacef7e892b030bc7e8b",
      "fileid": "693f4b0d663c92b1d024bae4e4aa8ec968c0321ddb05ec93336bd475d36c9dca",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/khliland/actions/runs/25998365265"
    },
    {
      "r": "4.6.0",
      "os": "win",
      "version": "1.4.3",
      "date": "2026-05-17T17:59:30.000Z",
      "commit": "96195946ba55215d31adeacef7e892b030bc7e8b",
      "fileid": "6a0b1beb6052c5f60659915455360eaa8818c05b823d2b500238c1904bc87ec2",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/khliland/actions/runs/25998365265"
    },
    {
      "r": "4.6.0",
      "os": "wasm",
      "version": "1.4.3",
      "date": "2026-06-02T16:53:33.000Z",
      "commit": "96195946ba55215d31adeacef7e892b030bc7e8b",
      "fileid": "2c22313f84df055d11f2d9671d64bcff902761e16c084779e1f5357c1cae631a",
      "status": "success",
      "buildurl": "https://github.com/r-universe/khliland/actions/runs/25998365265"
    }
  ]
}