{
  "_id": "6a181b67acfb0bcc41db0f27",
  "Package": "quid",
  "Type": "Package",
  "Title": "Bayesian Mixed Models for Qualitative Individual Differences",
  "Version": "0.0.1",
  "Authors@R": "c(\nperson(\"Lukas\", \"Klima\", email = \"lukas.klima@live.at\", role = c(\"aut\", \"cre\")),\nperson(\"Julia\", \"Haaf\", email = \"j.m.haaf@uva.nl\", role = c(\"aut\", \"dgs\", \"ths\")))",
  "Maintainer": "Lukas Klima <lukas.klima@live.at>",
  "Description": "Test whether equality and order constraints hold for all\nindividuals simultaneously by comparing Bayesian mixed models\nthrough Bayes factors. A tutorial style vignette and a\nquickstart guide are available, via vignette(\"manual\", \"quid\"),\nand vignette(\"quickstart\", \"quid\") respectively. See Haaf and\nRouder (2017) <doi:10.1037/met0000156>; Haaf, Klaassen and\nRouder (2019) <doi:10.31234/osf.io/a4xu9>; and Rouder & Haaf\n(2021) <doi:10.5334/joc.131>.",
  "License": "GPL-3",
  "Encoding": "UTF-8",
  "LazyData": "true",
  "RoxygenNote": "7.1.1",
  "VignetteBuilder": "knitr",
  "Config/pak/sysreqs": "libicu-dev pari-gp",
  "Repository": "https://lukasklima.r-universe.dev",
  "Date/Publication": "2021-12-10 10:44:56 UTC",
  "RemoteUrl": "https://github.com/lukasklima/quid",
  "RemoteRef": "HEAD",
  "RemoteSha": "ab03d9e43ce40e2837e7cfbfbbe1d1a6aef9abcb",
  "NeedsCompilation": "no",
  "Packaged": {
    "Date": "2026-05-28 10:30:34 UTC",
    "User": "root"
  },
  "Author": "Lukas Klima [aut, cre],\nJulia Haaf [aut, dgs, ths]",
  "MD5sum": "289eaf021fdb42674f137322e6cd3297",
  "_user": "lukasklima",
  "_type": "src",
  "_file": "quid_0.0.1.tar.gz",
  "_fileid": "b96444f4f8dbf3d00225cc8ac9fdac6322dfdf2b75e7b5833c9590cc57848533",
  "_filesize": 495757,
  "_sha256": "b96444f4f8dbf3d00225cc8ac9fdac6322dfdf2b75e7b5833c9590cc57848533",
  "_created": "2026-05-28T10:30:34.000Z",
  "_published": "2026-05-28T10:39:35.601Z",
  "_distro": "noble",
  "_jobs": [
    {
      "job": 78272226924,
      "time": 498,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "7263744274"
    },
    {
      "job": 78272226936,
      "time": 180,
      "config": "linux-release-x86_64",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7263645205"
    },
    {
      "job": 78272226932,
      "time": 155,
      "config": "macos-oldrel-arm64",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "7263627088"
    },
    {
      "job": 78272226929,
      "time": 160,
      "config": "macos-release-arm64",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7263631213"
    },
    {
      "job": 78271669462,
      "time": 217,
      "config": "source",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7263587518"
    },
    {
      "job": 78272226943,
      "time": 129,
      "config": "wasm-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7263628260"
    },
    {
      "job": 78272226949,
      "time": 318,
      "config": "windows-devel",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "7263692865"
    },
    {
      "job": 78272226946,
      "time": 100,
      "config": "windows-oldrel",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "7263619805"
    },
    {
      "job": 78272226942,
      "time": 108,
      "config": "windows-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7263621619"
    }
  ],
  "_buildurl": "https://github.com/r-universe/lukasklima/actions/runs/26569178420",
  "_status": "success",
  "_host": "GitHub-Actions",
  "_upstream": "https://github.com/lukasklima/quid",
  "_commit": {
    "id": "ab03d9e43ce40e2837e7cfbfbbe1d1a6aef9abcb",
    "author": "lukasklima <lukas.klima@live.at>",
    "committer": "lukasklima <lukas.klima@live.at>",
    "message": "CRAN release install.packages\n",
    "time": 1639133096
  },
  "_maintainer": {
    "name": "Lukas Klima",
    "email": "lukas.klima@live.at",
    "login": "lukasklima",
    "description": "Behavioural Data Science Student\nat University of Amsterdam. \n\nbrain stuff, sports and music",
    "uuid": 49531793
  },
  "_registered": true,
  "_dependencies": [
    {
      "package": "R",
      "version": ">= 3.2.0",
      "role": "Depends"
    },
    {
      "package": "BayesFactor",
      "role": "Imports"
    },
    {
      "package": "MCMCpack",
      "role": "Imports"
    },
    {
      "package": "checkmate",
      "role": "Imports"
    },
    {
      "package": "ellipsis",
      "role": "Imports"
    },
    {
      "package": "janitor",
      "role": "Imports"
    },
    {
      "package": "purrr",
      "role": "Imports"
    },
    {
      "package": "rlang",
      "role": "Imports"
    },
    {
      "package": "stringr",
      "role": "Imports"
    },
    {
      "package": "methods",
      "role": "Imports"
    },
    {
      "package": "magrittr",
      "role": "Imports"
    },
    {
      "package": "dplyr",
      "role": "Imports"
    },
    {
      "package": "ggplot2",
      "role": "Imports"
    },
    {
      "package": "tibble",
      "role": "Imports"
    },
    {
      "package": "tidyr",
      "role": "Imports"
    },
    {
      "package": "tidyselect",
      "role": "Imports"
    },
    {
      "package": "Matrix",
      "role": "Imports"
    },
    {
      "package": "rmarkdown",
      "role": "Suggests"
    },
    {
      "package": "knitr",
      "role": "Suggests"
    },
    {
      "package": "testthat",
      "role": "Suggests"
    }
  ],
  "_owner": "lukasklima",
  "_selfowned": true,
  "_usedby": 0,
  "_updates": [],
  "_tags": [],
  "_stars": 3,
  "_contributors": [
    {
      "user": "lukasklima",
      "count": 98,
      "uuid": 49531793
    }
  ],
  "_userbio": {
    "uuid": 49531793,
    "type": "user",
    "name": "Lukas Klima",
    "description": "Behavioural Data Science Student\r\nat University of Amsterdam. \r\n\r\nbrain stuff, sports and music"
  },
  "_downloads": {
    "count": 186,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/quid"
  },
  "_devurl": "https://github.com/lukasklima/quid",
  "_searchresults": 16,
  "_rbuild": "4.6.0",
  "_assets": [
    "extra/citation.cff",
    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
    "extra/quid.html",
    "extra/readme.html",
    "extra/readme.md",
    "manual.pdf"
  ],
  "_homeurl": "https://github.com/lukasklima/quid",
  "_realowner": "lukasklima",
  "_cranurl": true,
  "_releases": [
    {
      "version": "0.0.1",
      "date": "2021-12-09"
    }
  ],
  "_exports": [
    "%>%",
    "calculateDifferences",
    "constraintBF",
    "plotEffects"
  ],
  "_datasets": [
    {
      "name": "ld5",
      "title": "The dataset from Rouder et al. (2005) on the lexical task.",
      "object": "ld5",
      "class": [
        "data.frame"
      ],
      "fields": [
        "sub",
        "block",
        "trial",
        "stim",
        "resp",
        "rt",
        "error",
        "side",
        "distance"
      ],
      "rows": 17031,
      "table": true,
      "tojson": true
    },
    {
      "name": "stroop",
      "title": "Stroop Dataset from Von Bastian et al. (2015)",
      "object": "stroop",
      "class": [
        "data.frame"
      ],
      "fields": [
        "ID",
        "congruency",
        "rtMS",
        "accuracy",
        "cond",
        "trial",
        "rtS"
      ],
      "rows": 11245,
      "table": true,
      "tojson": true
    }
  ],
  "_help": [
    {
      "page": "BFBayesFactorConstraint-class",
      "title": "S4 class for representing Bayes factor model comparisons and the Bayes factor for user-defined constraints",
      "topics": [
        "BFBayesFactorConstraint-class"
      ]
    },
    {
      "page": "BFConstraint-class",
      "title": "S4 class for representing constraints",
      "topics": [
        "BFConstraint-class"
      ]
    },
    {
      "page": "calculateDifferences",
      "title": "Calculate differences between conditions specified in constraints",
      "topics": [
        "calculateDifferences"
      ]
    },
    {
      "page": "constraintBF",
      "title": "Function to compute Bayes factors for ordinal constraints",
      "topics": [
        "constraintBF"
      ]
    },
    {
      "page": "ld5",
      "title": "The dataset from Rouder et al. (2005) on the lexical task.",
      "topics": [
        "ld5"
      ]
    },
    {
      "page": "plotEffects",
      "title": "Plot a BFBayesFactorConstraint object",
      "topics": [
        "plotEffects"
      ]
    },
    {
      "page": "quid",
      "title": "Bayesian Mixed Models for Qualitative Individual Differences",
      "topics": [
        "quid-package",
        "quid"
      ]
    },
    {
      "page": "stroop",
      "title": "Stroop Dataset from Von Bastian et al. (2015)",
      "topics": [
        "stroop"
      ]
    }
  ],
  "_readme": "https://github.com/lukasklima/quid/raw/HEAD/README.md",
  "_rundeps": [
    "backports",
    "BayesFactor",
    "checkmate",
    "cli",
    "coda",
    "contfrac",
    "cpp11",
    "deSolve",
    "dplyr",
    "ellipsis",
    "elliptic",
    "farver",
    "generics",
    "ggplot2",
    "glue",
    "gtable",
    "hms",
    "hypergeo",
    "isoband",
    "janitor",
    "labeling",
    "lattice",
    "lifecycle",
    "lubridate",
    "magrittr",
    "MASS",
    "Matrix",
    "MatrixModels",
    "mcmc",
    "MCMCpack",
    "mvtnorm",
    "pbapply",
    "pillar",
    "pkgconfig",
    "purrr",
    "quantreg",
    "R6",
    "RColorBrewer",
    "Rcpp",
    "RcppEigen",
    "rlang",
    "S7",
    "scales",
    "snakecase",
    "SparseM",
    "stringi",
    "stringr",
    "survival",
    "tibble",
    "tidyr",
    "tidyselect",
    "timechange",
    "utf8",
    "vctrs",
    "viridisLite",
    "withr"
  ],
  "_vignettes": [
    {
      "source": "manual.Rmd",
      "filename": "manual.html",
      "title": "Main Manual",
      "engine": "knitr::rmarkdown",
      "headings": [
        "Introduction",
        "What this Package Does",
        "Motivation for this Package",
        "The Underlying Model",
        "Entering Constraints",
        "Comparing Models",
        "Methods of Package Development",
        "Loading the Package",
        "Overview of Functions",
        "Analysis of the Stroop Effect with the quid Package",
        "Function Arguments",
        "Prior Settings",
        "Interpretation",
        "Bayes Factor comparison with the Constrained Model",
        "Estimated True vs. Observed Effects",
        "Plot Options",
        "More Complex Models",
        "Analysis",
        "Bayes Factor Comparison with the Constrained Model",
        "Omitting the Side Effect",
        "Discussion and Limitations",
        "References"
      ],
      "created": "2021-05-26 17:23:12",
      "modified": "2021-11-29 16:16:51",
      "commits": 5
    },
    {
      "source": "quickstart.Rmd",
      "filename": "quickstart.html",
      "title": "Quick Start",
      "engine": "knitr::rmarkdown",
      "headings": [
        "Introduction",
        "Loading the Package",
        "Overview of Functions",
        "Impute Constraints",
        "Example Stroop Task",
        "Setting up the Analysis",
        "Interpreting the Output",
        "Plotting Individual Effects",
        "Example ld5"
      ],
      "created": "2021-05-26 17:23:12",
      "modified": "2021-11-29 16:16:51",
      "commits": 4
    }
  ],
  "_score": 4.681241237375588,
  "_indexed": true,
  "_nocasepkg": "quid",
  "_universes": [
    "lukasklima"
  ],
  "_binaries": [
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "0.0.1",
      "date": "2026-05-28T10:37:26.000Z",
      "distro": "noble",
      "commit": "ab03d9e43ce40e2837e7cfbfbbe1d1a6aef9abcb",
      "fileid": "95b7e24b490304d1ac18d98c11f39af356717e1a7ed868db661c4088d49bd903",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/lukasklima/actions/runs/26569178420"
    },
    {
      "r": "4.6.0",
      "os": "linux",
      "version": "0.0.1",
      "date": "2026-05-28T10:33:21.000Z",
      "distro": "noble",
      "commit": "ab03d9e43ce40e2837e7cfbfbbe1d1a6aef9abcb",
      "fileid": "2ac244add34e6afedae78a7ea65a5704f3d3b6ca503f03fc93b075cfeb840b30",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/lukasklima/actions/runs/26569178420"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "0.0.1",
      "date": "2026-05-28T10:32:40.000Z",
      "commit": "ab03d9e43ce40e2837e7cfbfbbe1d1a6aef9abcb",
      "fileid": "d7eb69c7b56f86d303e27282c10c391308805a459e942e7611f311d55da61ada",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/lukasklima/actions/runs/26569178420"
    },
    {
      "r": "4.6.0",
      "os": "mac",
      "version": "0.0.1",
      "date": "2026-05-28T10:32:44.000Z",
      "commit": "ab03d9e43ce40e2837e7cfbfbbe1d1a6aef9abcb",
      "fileid": "fb7d617d056903b67a8eeb2f2eec44e3a479c9f18f8c09d6172408fe25aa41cb",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/lukasklima/actions/runs/26569178420"
    },
    {
      "r": "4.6.0",
      "os": "wasm",
      "version": "0.0.1",
      "date": "2026-05-28T10:33:07.000Z",
      "commit": "ab03d9e43ce40e2837e7cfbfbbe1d1a6aef9abcb",
      "fileid": "9d337b7524854700d932299e8e5c6f77336238704f06bd4b36a6bd0a7269409a",
      "status": "success",
      "buildurl": "https://github.com/r-universe/lukasklima/actions/runs/26569178420"
    },
    {
      "r": "4.7.0",
      "os": "win",
      "version": "0.0.1",
      "date": "2026-05-28T10:35:27.000Z",
      "commit": "ab03d9e43ce40e2837e7cfbfbbe1d1a6aef9abcb",
      "fileid": "15b3d637e7b874d0d2829a1256f6ed738aeb4636fdea73fa77ec37a9f1e37925",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/lukasklima/actions/runs/26569178420"
    },
    {
      "r": "4.5.3",
      "os": "win",
      "version": "0.0.1",
      "date": "2026-05-28T10:32:00.000Z",
      "commit": "ab03d9e43ce40e2837e7cfbfbbe1d1a6aef9abcb",
      "fileid": "c15d1ef4c8388d78a5ee3ec1e2206af34e97042c5a34c050d333a1f5bc747929",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/lukasklima/actions/runs/26569178420"
    },
    {
      "r": "4.6.0",
      "os": "win",
      "version": "0.0.1",
      "date": "2026-05-28T10:32:02.000Z",
      "commit": "ab03d9e43ce40e2837e7cfbfbbe1d1a6aef9abcb",
      "fileid": "7c28cd833c945f670886deff103a458e5aa232a8342fbebbc3451806ba58720f",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/lukasklima/actions/runs/26569178420"
    }
  ]
}