{
  "_id": "6a1d2c2e1d7bb097a0a38ff4",
  "Package": "ugcflss",
  "Title": "Unadjusted Group Comparisons For Likert Sum Scores",
  "Version": "0.1.2.9001",
  "Authors@R": "person(\"James\", \"Uanhoro\", , \"James.Uanhoro@gmail.com\", role = c(\"aut\", \"cre\"),\ncomment = c(ORCID = \"0000-0002-4843-927X\"))",
  "Description": "Performs unadjusted group comparisons for data that are\nsum scores of several Likert items, and produces plots that\nhelp describe patterns in the data. Models rely on Bayesian\nregularization and hierarchical ordinal regression.\nRegularization and hierarchical modeling help with stabilizing\nmodel parameters and inference about quantities of interest.\nOrdinal regression helps with describing the distribution of\nthe data accurately.",
  "License": "GPL (>= 3)",
  "Encoding": "UTF-8",
  "Roxygen": "list(markdown = TRUE)",
  "RoxygenNote": "7.3.1",
  "Biarch": "true",
  "SystemRequirements": "GNU make",
  "Config/testthat/edition": "3",
  "VignetteBuilder": "knitr",
  "Config/pak/sysreqs": "make libicu-dev",
  "Repository": "https://jamesuanhoro.r-universe.dev",
  "Date/Publication": "2024-08-16 11:55:56 UTC",
  "RemoteUrl": "https://github.com/jamesuanhoro/ugcflss",
  "RemoteRef": "HEAD",
  "RemoteSha": "b59fb4c1642d7e2bbed12b04bf02fa21890b3348",
  "NeedsCompilation": "no",
  "Packaged": {
    "Date": "2026-06-01 06:44:30 UTC",
    "User": "root"
  },
  "Author": "James Uanhoro [aut, cre] (ORCID:\n<https://orcid.org/0000-0002-4843-927X>)",
  "Maintainer": "James Uanhoro <James.Uanhoro@gmail.com>",
  "MD5sum": "833940187b09545911aab79503dd0282",
  "_user": "jamesuanhoro",
  "_type": "src",
  "_file": "ugcflss_0.1.2.9001.tar.gz",
  "_fileid": "f0dddd5631b5c43bc3a2e8082caa8fe6f0f9dc1215857000201803edeb6cdd74",
  "_filesize": 1767995,
  "_sha256": "f0dddd5631b5c43bc3a2e8082caa8fe6f0f9dc1215857000201803edeb6cdd74",
  "_created": "2026-06-01T06:44:30.000Z",
  "_published": "2026-06-01T06:52:30.402Z",
  "_distro": "noble",
  "_jobs": [
    {
      "job": 78800123861,
      "time": 282,
      "config": "linux-devel-arm64",
      "r": "4.7.0",
      "check": "NOTE",
      "artifact": "7325059886"
    },
    {
      "job": 78800123871,
      "time": 278,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "NOTE",
      "artifact": "7325058981"
    },
    {
      "job": 78800123928,
      "time": 298,
      "config": "linux-release-arm64",
      "r": "4.6.0",
      "check": "NOTE",
      "artifact": "7325063972"
    },
    {
      "job": 78800123882,
      "time": 289,
      "config": "linux-release-x86_64",
      "r": "4.6.0",
      "check": "NOTE",
      "artifact": "7325061786"
    },
    {
      "job": 78800123987,
      "time": 267,
      "config": "macos-oldrel-arm64",
      "r": "4.5.3",
      "check": "NOTE",
      "artifact": "7325049262"
    },
    {
      "job": 78800123937,
      "time": 398,
      "config": "macos-oldrel-x86_64",
      "r": "4.5.3",
      "check": "NOTE",
      "artifact": "7325085473"
    },
    {
      "job": 78800123935,
      "time": 238,
      "config": "macos-release-arm64",
      "r": "4.6.0",
      "check": "NOTE",
      "artifact": "7325043949"
    },
    {
      "job": 78800123940,
      "time": 371,
      "config": "macos-release-x86_64",
      "r": "4.6.0",
      "check": "NOTE",
      "artifact": "7325079911"
    },
    {
      "job": 78799376301,
      "time": 359,
      "config": "source",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7324984224"
    },
    {
      "job": 78800123823,
      "time": 159,
      "config": "wasm-release",
      "r": "4.6.0",
      "check": "FAIL",
      "artifact": ""
    },
    {
      "job": 78800123883,
      "time": 312,
      "config": "windows-devel",
      "r": "4.7.0",
      "check": "NOTE",
      "artifact": "7325068251"
    },
    {
      "job": 78800123869,
      "time": 293,
      "config": "windows-oldrel",
      "r": "4.5.3",
      "check": "NOTE",
      "artifact": "7325063140"
    },
    {
      "job": 78800123858,
      "time": 340,
      "config": "windows-release",
      "r": "4.6.0",
      "check": "NOTE",
      "artifact": "7325075483"
    }
  ],
  "_buildurl": "https://github.com/r-universe/jamesuanhoro/actions/runs/26739330756",
  "_status": "success",
  "_host": "GitHub-Actions",
  "_upstream": "https://github.com/jamesuanhoro/ugcflss",
  "_commit": {
    "id": "b59fb4c1642d7e2bbed12b04bf02fa21890b3348",
    "author": "James Uanhoro <45576908+jamesuanhoro@users.noreply.github.com>",
    "committer": "GitHub <noreply@github.com>",
    "message": "Merge pull request #3 from jamesuanhoro/dev\n\npatching",
    "time": 1723809356
  },
  "_maintainer": {
    "name": "James Uanhoro",
    "email": "james.uanhoro@gmail.com",
    "login": "stonegold546",
    "description": "",
    "uuid": 10864447,
    "orcid": "0000-0002-4843-927X"
  },
  "_registered": true,
  "_dependencies": [
    {
      "package": "R",
      "version": ">= 3.4.0",
      "role": "Depends"
    },
    {
      "package": "BH",
      "version": ">= 1.66.0",
      "role": "LinkingTo"
    },
    {
      "package": "Rcpp",
      "version": ">= 0.12.0",
      "role": "LinkingTo"
    },
    {
      "package": "RcppEigen",
      "version": ">= 0.3.3.3.0",
      "role": "LinkingTo"
    },
    {
      "package": "RcppParallel",
      "version": ">= 5.0.1",
      "role": "LinkingTo"
    },
    {
      "package": "rstan",
      "version": ">= 2.18.1",
      "role": "LinkingTo"
    },
    {
      "package": "StanHeaders",
      "version": ">= 2.18.0",
      "role": "LinkingTo"
    },
    {
      "package": "bayesplot",
      "role": "Imports"
    },
    {
      "package": "data.table",
      "role": "Imports"
    },
    {
      "package": "ggplot2",
      "role": "Imports"
    },
    {
      "package": "methods",
      "role": "Imports"
    },
    {
      "package": "posterior",
      "role": "Imports"
    },
    {
      "package": "Rcpp",
      "version": ">= 0.12.0",
      "role": "Imports"
    },
    {
      "package": "RcppParallel",
      "version": ">= 5.0.1",
      "role": "Imports"
    },
    {
      "package": "rstan",
      "version": ">= 2.18.1",
      "role": "Imports"
    },
    {
      "package": "rstantools",
      "version": ">= 2.4.0",
      "role": "Imports"
    },
    {
      "package": "scales",
      "role": "Imports"
    },
    {
      "package": "splines2",
      "role": "Imports"
    },
    {
      "package": "knitr",
      "role": "Suggests"
    },
    {
      "package": "rmarkdown",
      "role": "Suggests"
    },
    {
      "package": "testthat",
      "version": ">= 3.0.0",
      "role": "Suggests"
    }
  ],
  "_owner": "jamesuanhoro",
  "_selfowned": true,
  "_usedby": 0,
  "_updates": [],
  "_tags": [],
  "_stars": 0,
  "_contributors": [
    {
      "user": "stonegold546",
      "count": 34,
      "uuid": 10864447
    },
    {
      "user": "jamesuanhoro",
      "count": 4,
      "uuid": 45576908
    }
  ],
  "_userbio": {
    "uuid": 45576908,
    "type": "user",
    "name": "James Uanhoro"
  },
  "_downloads": {
    "count": 0,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/ugcflss"
  },
  "_devurl": "https://github.com/jamesuanhoro/ugcflss",
  "_searchresults": 2,
  "_topics": [
    "cpp"
  ],
  "_rbuild": "4.6.0",
  "_assets": [
    "extra/citation.cff",
    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
    "extra/NEWS.html",
    "extra/NEWS.txt",
    "extra/readme.html",
    "extra/readme.md",
    "extra/ugcflss.html",
    "manual.pdf"
  ],
  "_cranurl": false,
  "_exports": [
    "ugcflss_describe",
    "ugcflss_describe_plot",
    "ugcflss_exceed_all",
    "ugcflss_exceed_all_plot",
    "ugcflss_exceed_group",
    "ugcflss_exceed_group_plot",
    "ugcflss_fit_model",
    "ugcflss_pairwise",
    "ugcflss_pairwise_plot",
    "ugcflss_ppd",
    "ugcflss_ppd_plot"
  ],
  "_help": [
    {
      "page": "ugcflss-package",
      "title": "The 'ugcflss' package.",
      "topics": [
        "ugcflss-package",
        "ugcflss"
      ]
    },
    {
      "page": "ugcflss_describe",
      "title": "Compute requested statistic for either entire sample or by group",
      "topics": [
        "ugcflss_describe"
      ]
    },
    {
      "page": "ugcflss_describe_plot",
      "title": "Plot requested statistic for entire sample and by group",
      "topics": [
        "ugcflss_describe_plot"
      ]
    },
    {
      "page": "ugcflss_exceed_all",
      "title": "Compute CCDF for entire sample",
      "topics": [
        "ugcflss_exceed_all"
      ]
    },
    {
      "page": "ugcflss_exceed_all_plot",
      "title": "Plot CCDF for entire sample",
      "topics": [
        "ugcflss_exceed_all_plot"
      ]
    },
    {
      "page": "ugcflss_exceed_group",
      "title": "Compute CCDF by group",
      "topics": [
        "ugcflss_exceed_group"
      ]
    },
    {
      "page": "ugcflss_exceed_group_plot",
      "title": "Plot CCDF by group",
      "topics": [
        "ugcflss_exceed_group_plot"
      ]
    },
    {
      "page": "ugcflss_fit_model",
      "title": "Analyze a dataset",
      "topics": [
        "ugcflss_fit_model"
      ]
    },
    {
      "page": "ugcflss_pairwise",
      "title": "Perform pairwise comparisons of requested statistic",
      "topics": [
        "ugcflss_pairwise"
      ]
    },
    {
      "page": "ugcflss_pairwise_plot",
      "title": "Perform pairwise comparisons of requested statistic",
      "topics": [
        "ugcflss_pairwise_plot"
      ]
    },
    {
      "page": "ugcflss_ppd",
      "title": "Compute posterior predictive distribution",
      "topics": [
        "ugcflss_ppd"
      ]
    },
    {
      "page": "ugcflss_ppd_plot",
      "title": "Basic PPD density overlay plot",
      "topics": [
        "ugcflss_ppd_plot"
      ]
    }
  ],
  "_readme": "https://github.com/jamesuanhoro/ugcflss/raw/HEAD/README.md",
  "_rundeps": [
    "abind",
    "backports",
    "bayesplot",
    "BH",
    "callr",
    "checkmate",
    "cli",
    "cpp11",
    "data.table",
    "desc",
    "distributional",
    "dplyr",
    "farver",
    "generics",
    "ggplot2",
    "ggridges",
    "glue",
    "gridExtra",
    "gtable",
    "inline",
    "isoband",
    "labeling",
    "lifecycle",
    "loo",
    "magrittr",
    "matrixStats",
    "numDeriv",
    "pillar",
    "pkgbuild",
    "pkgconfig",
    "plyr",
    "posterior",
    "processx",
    "ps",
    "purrr",
    "QuickJSR",
    "R6",
    "RColorBrewer",
    "Rcpp",
    "RcppArmadillo",
    "RcppEigen",
    "RcppParallel",
    "reshape2",
    "rlang",
    "rstan",
    "rstantools",
    "S7",
    "scales",
    "splines2",
    "StanHeaders",
    "stringi",
    "stringr",
    "tensorA",
    "tibble",
    "tidyr",
    "tidyselect",
    "utf8",
    "vctrs",
    "viridisLite",
    "withr"
  ],
  "_sysdeps": [
    {
      "shlib": "libstdc++",
      "package": "libstdc++6",
      "source": "gcc",
      "version": "14.2.0-4ubuntu2~24.04.1",
      "name": "c++",
      "homepage": "http://gcc.gnu.org/",
      "description": "GNU Standard C++ Library v3"
    }
  ],
  "_vignettes": [
    {
      "source": "ugcflss_tutorial.Rmd",
      "filename": "ugcflss_tutorial.html",
      "title": "How to use ugcflss",
      "engine": "knitr::rmarkdown",
      "headings": [
        "Setup",
        "Load the package",
        "Data analysis example",
        "Analysis",
        "Run the model",
        "Model checking via the posterior predictive distribution",
        "Built-in checks",
        "Using the bayesplot package",
        "Simple descriptive statistics",
        "For the overall sample",
        "By group",
        "Plotting the descriptive statistics",
        "Pairwise comparisons",
        "Probability of superiority",
        "Plotting pairwise comparisons",
        "Exceedance probability"
      ],
      "created": "2024-08-12 17:44:27",
      "modified": "2024-08-15 13:07:46",
      "commits": 4
    }
  ],
  "_score": 2.6989700043360187,
  "_indexed": true,
  "_nocasepkg": "ugcflss",
  "_universes": [
    "jamesuanhoro",
    "stonegold546"
  ],
  "_binaries": [
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "0.1.2.9001",
      "date": "2026-06-01T06:48:06.000Z",
      "distro": "noble",
      "arch": "aarch64",
      "commit": "b59fb4c1642d7e2bbed12b04bf02fa21890b3348",
      "fileid": "87bf398c9a0b3e1c79234c412106839fd18f1a62370433d720a6df4bf082d79b",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/jamesuanhoro/actions/runs/26739330756"
    },
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "0.1.2.9001",
      "date": "2026-06-01T06:47:55.000Z",
      "distro": "noble",
      "arch": "x86_64",
      "commit": "b59fb4c1642d7e2bbed12b04bf02fa21890b3348",
      "fileid": "73b1b7735b1559f696de33ee6170a3d6e7fbadb73a26f7d476b1f5a1b4a3db2e",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/jamesuanhoro/actions/runs/26739330756"
    },
    {
      "r": "4.6.0",
      "os": "linux",
      "version": "0.1.2.9001",
      "date": "2026-06-01T06:48:09.000Z",
      "distro": "noble",
      "arch": "aarch64",
      "commit": "b59fb4c1642d7e2bbed12b04bf02fa21890b3348",
      "fileid": "332cd6c9cb4f9ee45082d14a8b995c6259c0fa06313a59b42398f5d86a9ceaaa",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/jamesuanhoro/actions/runs/26739330756"
    },
    {
      "r": "4.6.0",
      "os": "linux",
      "version": "0.1.2.9001",
      "date": "2026-06-01T06:47:56.000Z",
      "distro": "noble",
      "arch": "x86_64",
      "commit": "b59fb4c1642d7e2bbed12b04bf02fa21890b3348",
      "fileid": "531086d109bd2ef95642abd3a683458c09f3debda3dde3e6f4be31fe5aecba55",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/jamesuanhoro/actions/runs/26739330756"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "0.1.2.9001",
      "date": "2026-06-01T06:47:40.000Z",
      "arch": "aarch64",
      "commit": "b59fb4c1642d7e2bbed12b04bf02fa21890b3348",
      "fileid": "35a2606d25f1a52f1a5d2b784a568edfc889dd4fe5e2cc4cc2d5876805f5fa0e",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/jamesuanhoro/actions/runs/26739330756"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "0.1.2.9001",
      "date": "2026-06-01T06:48:46.000Z",
      "arch": "x86_64",
      "commit": "b59fb4c1642d7e2bbed12b04bf02fa21890b3348",
      "fileid": "d306062d50a6568801e9222d913e307f40e4fa567b733e7a2b95d7473795bbbb",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/jamesuanhoro/actions/runs/26739330756"
    },
    {
      "r": "4.6.0",
      "os": "mac",
      "version": "0.1.2.9001",
      "date": "2026-06-01T06:47:30.000Z",
      "arch": "aarch64",
      "commit": "b59fb4c1642d7e2bbed12b04bf02fa21890b3348",
      "fileid": "7b2d09a471fc7a7e43da04760a2eef687d2dc384644dfa3be183a1329fb307a3",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/jamesuanhoro/actions/runs/26739330756"
    },
    {
      "r": "4.6.0",
      "os": "mac",
      "version": "0.1.2.9001",
      "date": "2026-06-01T06:48:23.000Z",
      "arch": "x86_64",
      "commit": "b59fb4c1642d7e2bbed12b04bf02fa21890b3348",
      "fileid": "c6057dd50a2394a9bbbe38cda60c01344368254306b7de77b2ea4118e97f96b9",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/jamesuanhoro/actions/runs/26739330756"
    },
    {
      "r": "4.7.0",
      "os": "win",
      "version": "0.1.2.9001",
      "date": "2026-06-01T06:47:09.000Z",
      "arch": "x86_64",
      "commit": "b59fb4c1642d7e2bbed12b04bf02fa21890b3348",
      "fileid": "9e51dc85953d66cc5929581f66009198bdbf6a5d55617fdb5bd9bf5a43a2b40b",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/jamesuanhoro/actions/runs/26739330756"
    },
    {
      "r": "4.5.3",
      "os": "win",
      "version": "0.1.2.9001",
      "date": "2026-06-01T06:46:55.000Z",
      "arch": "x86_64",
      "commit": "b59fb4c1642d7e2bbed12b04bf02fa21890b3348",
      "fileid": "925045fe6f7e3590b9af0b4f08209a6df37cbbf72e2c1406e1da01c7deb06094",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/jamesuanhoro/actions/runs/26739330756"
    },
    {
      "r": "4.6.0",
      "os": "win",
      "version": "0.1.2.9001",
      "date": "2026-06-01T06:46:49.000Z",
      "arch": "x86_64",
      "commit": "b59fb4c1642d7e2bbed12b04bf02fa21890b3348",
      "fileid": "b1c9ba7887b57546cf1a727bba5e6851ec6c95afeabbce5277a85f5f2a958f5a",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/jamesuanhoro/actions/runs/26739330756"
    }
  ]
}