{
  "_id": "6a100852acfb0bcc41c7ebad",
  "Package": "micompr",
  "Title": "Multivariate Independent Comparison of Observations",
  "Version": "1.3.0.9000",
  "Authors@R": "person(\"Nuno\", \"Fachada\", email = \"faken@fakenmc.com\",\nrole = c(\"aut\", \"cre\"),\ncomment = c(ORCID = \"0000-0002-8487-5837\"))",
  "Maintainer": "Nuno Fachada <faken@fakenmc.com>",
  "Description": "A procedure for comparing multivariate samples associated\nwith different groups. It uses principal component analysis to\nconvert multivariate observations into a set of linearly\nuncorrelated statistical measures, which are then compared\nusing a number of statistical methods. The procedure is\nindependent of the distributional properties of samples and\nautomatically selects features that best explain their\ndifferences, avoiding manual selection of specific points or\nsummary statistics. It is appropriate for comparing samples of\ntime series, images, spectrometric measures or similar\nmultivariate observations. This package is described in Fachada\net al. (2016) <doi:10.32614/RJ-2016-055>.",
  "License": "MIT + file LICENSE",
  "URL": "https://github.com/nunofachada/micompr",
  "BugReports": "https://github.com/nunofachada/micompr/issues",
  "LazyData": "true",
  "Encoding": "UTF-8",
  "VignetteBuilder": "knitr",
  "RoxygenNote": "7.3.2",
  "Repository": "https://nunofachada.r-universe.dev",
  "Date/Publication": "2025-08-25 15:11:01 UTC",
  "RemoteUrl": "https://github.com/nunofachada/micompr",
  "RemoteRef": "HEAD",
  "RemoteSha": "4af0034ad6736bb659c1f579ccf64d7c6a77b236",
  "NeedsCompilation": "no",
  "Packaged": {
    "Date": "2026-05-22 07:36:15 UTC",
    "User": "root"
  },
  "Author": "Nuno Fachada [aut, cre] (ORCID:\n<https://orcid.org/0000-0002-8487-5837>)",
  "MD5sum": "0edc66aeba76db8f32f0b9f10660cac8",
  "_user": "nunofachada",
  "_type": "src",
  "_file": "micompr_1.3.0.9000.tar.gz",
  "_fileid": "1783aee5fb7975eeddc1ef3ad60000ff22a9d5daee7f609a43c7d35e5da9c182",
  "_filesize": 2026141,
  "_sha256": "1783aee5fb7975eeddc1ef3ad60000ff22a9d5daee7f609a43c7d35e5da9c182",
  "_created": "2026-05-22T07:36:15.000Z",
  "_published": "2026-05-22T07:40:02.832Z",
  "_distro": "noble",
  "_jobs": [
    {
      "job": 77336675718,
      "time": 174,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "7155291747"
    },
    {
      "job": 77336675716,
      "time": 149,
      "config": "linux-release-x86_64",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7155283892"
    },
    {
      "job": 77336675708,
      "time": 196,
      "config": "macos-oldrel-arm64",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "7155288724"
    },
    {
      "job": 77336675735,
      "time": 142,
      "config": "macos-release-arm64",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7155274416"
    },
    {
      "job": 77336030532,
      "time": 277,
      "config": "source",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7155238536"
    },
    {
      "job": 77336675709,
      "time": 136,
      "config": "wasm-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7155279928"
    },
    {
      "job": 77336675753,
      "time": 109,
      "config": "windows-devel",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "7155271972"
    },
    {
      "job": 77336675733,
      "time": 121,
      "config": "windows-oldrel",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "7155277187"
    },
    {
      "job": 77336675726,
      "time": 109,
      "config": "windows-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7155271856"
    }
  ],
  "_buildurl": "https://github.com/r-universe/nunofachada/actions/runs/26274677750",
  "_status": "success",
  "_host": "GitHub-Actions",
  "_upstream": "https://github.com/nunofachada/micompr",
  "_commit": {
    "id": "4af0034ad6736bb659c1f579ccf64d7c6a77b236",
    "author": "Nuno Fachada <faken@fakenmc.com>",
    "committer": "Nuno Fachada <faken@fakenmc.com>",
    "message": "Increment version number to 1.3.0.9000\n",
    "time": 1756134661
  },
  "_maintainer": {
    "name": "Nuno Fachada",
    "email": "faken@fakenmc.com",
    "login": "nunofachada",
    "bluesky": "@nunofachada.bsky.social",
    "orcid": "0000-0002-8487-5837",
    "twitter": "@nunofachada",
    "description": "Professor @VideojogosLusofona",
    "uuid": 3018963
  },
  "_registered": true,
  "_dependencies": [
    {
      "package": "R",
      "version": ">= 4.4.0",
      "role": "Depends"
    },
    {
      "package": "utils",
      "role": "Imports"
    },
    {
      "package": "graphics",
      "role": "Imports"
    },
    {
      "package": "methods",
      "role": "Imports"
    },
    {
      "package": "stats",
      "role": "Imports"
    },
    {
      "package": "biotools",
      "role": "Suggests"
    },
    {
      "package": "MVN",
      "version": ">= 6.0",
      "role": "Suggests"
    },
    {
      "package": "testthat",
      "version": ">= 3.0.0",
      "role": "Suggests"
    },
    {
      "package": "knitr",
      "role": "Suggests"
    },
    {
      "package": "roxygen2",
      "role": "Suggests"
    },
    {
      "package": "devtools",
      "role": "Suggests"
    }
  ],
  "_owner": "nunofachada",
  "_selfowned": true,
  "_usedby": 0,
  "_updates": [
    {
      "week": "2025-23",
      "n": 3
    },
    {
      "week": "2025-26",
      "n": 10
    },
    {
      "week": "2025-29",
      "n": 1
    },
    {
      "week": "2025-31",
      "n": 4
    },
    {
      "week": "2025-33",
      "n": 10
    },
    {
      "week": "2025-35",
      "n": 1
    }
  ],
  "_tags": [
    {
      "name": "v1.2.0",
      "date": "2025-06-28"
    },
    {
      "name": "v1.3.0",
      "date": "2025-08-25"
    }
  ],
  "_topics": [
    "micompr",
    "multivariate",
    "multivariate-data",
    "multivariate-distributions",
    "multivariate-observations",
    "non-parametric",
    "parametric-tests",
    "statistical-analysis",
    "statistical-data",
    "statistical-methods",
    "statistical-tests"
  ],
  "_stars": 3,
  "_contributors": [
    {
      "user": "nunofachada",
      "count": 320,
      "uuid": 3018963
    }
  ],
  "_userbio": {
    "uuid": 3018963,
    "type": "user",
    "name": "Nuno Fachada",
    "description": "Professor @VideojogosLusofona"
  },
  "_downloads": {
    "count": 228,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/micompr"
  },
  "_devurl": "https://github.com/nunofachada/micompr",
  "_searchresults": 55,
  "_rbuild": "4.6.0",
  "_assets": [
    "extra/citation.cff",
    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
    "extra/micompr.html",
    "extra/NEWS.html",
    "extra/NEWS.txt",
    "extra/readme.html",
    "extra/readme.md",
    "manual.pdf"
  ],
  "_homeurl": "https://github.com/nunofachada/micompr",
  "_realowner": "nunofachada",
  "_cranurl": true,
  "_releases": [
    {
      "version": "1.0.0",
      "date": "2016-05-08"
    },
    {
      "version": "1.0.1",
      "date": "2016-08-04"
    },
    {
      "version": "1.0.2",
      "date": "2017-06-24"
    },
    {
      "version": "1.1.0",
      "date": "2018-03-09"
    },
    {
      "version": "1.1.1",
      "date": "2021-07-08"
    },
    {
      "version": "1.1.2",
      "date": "2022-05-24"
    },
    {
      "version": "1.1.3",
      "date": "2023-02-13"
    },
    {
      "version": "1.1.4",
      "date": "2023-08-20"
    },
    {
      "version": "1.2.0",
      "date": "2025-06-28"
    },
    {
      "version": "1.3.0",
      "date": "2025-08-25"
    }
  ],
  "_exports": [
    "assumptions",
    "assumptions_manova",
    "assumptions_paruv",
    "centerscale",
    "cmpoutput",
    "concat_outputs",
    "grpoutputs",
    "micomp",
    "pvalf",
    "tikzscat",
    "tscat_apply"
  ],
  "_datasets": [
    {
      "name": "pphpc_diff",
      "title": "Data from two implementations of the PPHPC model, one of which setup with a different parameter",
      "object": "pphcp_diff",
      "class": [
        "grpoutputs"
      ],
      "fields": [],
      "table": false,
      "tojson": false
    },
    {
      "name": "pphpc_noshuff",
      "title": "Data from two implementations of the PPHPC model, one of which has agent list shuffling deactivated",
      "object": "pphcp_noshuff",
      "class": [
        "grpoutputs"
      ],
      "fields": [],
      "table": false,
      "tojson": false
    },
    {
      "name": "pphpc_ok",
      "title": "Data from two similar implementations of the PPHPC model",
      "object": "pphcp_ok",
      "class": [
        "grpoutputs"
      ],
      "fields": [],
      "table": false,
      "tojson": false
    },
    {
      "name": "pphpc_testvlo",
      "title": "Data for testing variable length outputs",
      "object": "pphpc_testvlo",
      "class": [
        "grpoutputs"
      ],
      "fields": [],
      "table": false,
      "tojson": false
    }
  ],
  "_help": [
    {
      "page": "assumptions",
      "title": "Parametric tests assumptions",
      "topics": [
        "assumptions"
      ]
    },
    {
      "page": "assumptions_manova",
      "title": "Determine the assumptions for the MANOVA test",
      "topics": [
        "assumptions_manova"
      ]
    },
    {
      "page": "assumptions_paruv",
      "title": "Determine the assumptions for the parametric comparison test",
      "topics": [
        "assumptions_paruv"
      ]
    },
    {
      "page": "assumptions.cmpoutput",
      "title": "Get assumptions for parametric tests performed on output comparisons",
      "topics": [
        "assumptions.cmpoutput"
      ]
    },
    {
      "page": "assumptions.micomp",
      "title": "Get assumptions for parametric tests performed on each comparisons",
      "topics": [
        "assumptions.micomp"
      ]
    },
    {
      "page": "centerscale",
      "title": "Center and scale vector",
      "topics": [
        "centerscale"
      ]
    },
    {
      "page": "cmpoutput",
      "title": "Compares output observations from two or more groups",
      "topics": [
        "cmpoutput"
      ]
    },
    {
      "page": "concat_outputs",
      "title": "Concatenate multiple outputs with multiple observations",
      "topics": [
        "concat_outputs"
      ]
    },
    {
      "page": "grpoutputs",
      "title": "Load and group outputs from files",
      "topics": [
        "grpoutputs"
      ]
    },
    {
      "page": "micomp",
      "title": "Multiple independent comparisons of observations",
      "topics": [
        "micomp"
      ]
    },
    {
      "page": "plot.assumptions_cmpoutput",
      "title": "Plot _p_-values for testing the assumptions of the parametric tests used in output comparison",
      "topics": [
        "plot.assumptions_cmpoutput"
      ]
    },
    {
      "page": "plot.assumptions_manova",
      "title": "Plot _p_-values for testing the multivariate normality assumptions of the MANOVA test",
      "topics": [
        "plot.assumptions_manova"
      ]
    },
    {
      "page": "plot.assumptions_micomp",
      "title": "Plot _p_-values for testing the assumptions of the parametric tests used in multiple output comparison",
      "topics": [
        "plot.assumptions_micomp"
      ]
    },
    {
      "page": "plot.assumptions_paruv",
      "title": "Plot _p_-values for testing the assumptions of the parametric tests used in output comparison",
      "topics": [
        "plot.assumptions_paruv"
      ]
    },
    {
      "page": "plot.cmpoutput",
      "title": "Plot comparison of an output",
      "topics": [
        "plot.cmpoutput"
      ]
    },
    {
      "page": "plot.grpoutputs",
      "title": "Plot grouped outputs",
      "topics": [
        "plot.grpoutputs"
      ]
    },
    {
      "page": "plot.micomp",
      "title": "Plot projection of output observations on the first two dimensions of the principal components space",
      "topics": [
        "plot.micomp"
      ]
    },
    {
      "page": "pphpc_diff",
      "title": "Data from two implementations of the PPHPC model, one of which setup with a different parameter",
      "topics": [
        "pphpc_diff"
      ]
    },
    {
      "page": "pphpc_noshuff",
      "title": "Data from two implementations of the PPHPC model, one of which has agent list shuffling deactivated",
      "topics": [
        "pphpc_noshuff"
      ]
    },
    {
      "page": "pphpc_ok",
      "title": "Data from two similar implementations of the PPHPC model",
      "topics": [
        "pphpc_ok"
      ]
    },
    {
      "page": "print.assumptions_cmpoutput",
      "title": "Print method for the assumptions of parametric tests used in a comparison of an output",
      "topics": [
        "print.assumptions_cmpoutput"
      ]
    },
    {
      "page": "print.assumptions_manova",
      "title": "Print information about the assumptions of the MANOVA test",
      "topics": [
        "print.assumptions_manova"
      ]
    },
    {
      "page": "print.assumptions_micomp",
      "title": "Print information about the assumptions concerning the parametric tests performed on multiple comparisons of outputs",
      "topics": [
        "print.assumptions_micomp"
      ]
    },
    {
      "page": "print.assumptions_paruv",
      "title": "Print information about the assumptions of the parametric test",
      "topics": [
        "print.assumptions_paruv"
      ]
    },
    {
      "page": "print.cmpoutput",
      "title": "Print information about comparison of an output",
      "topics": [
        "print.cmpoutput"
      ]
    },
    {
      "page": "print.grpoutputs",
      "title": "Print information about grouped outputs",
      "topics": [
        "print.grpoutputs"
      ]
    },
    {
      "page": "print.micomp",
      "title": "Print information about multiple comparisons of outputs",
      "topics": [
        "print.micomp"
      ]
    },
    {
      "page": "pvalf",
      "title": "Format p-values",
      "topics": [
        "pvalf"
      ]
    },
    {
      "page": "pvalf.default",
      "title": "Default p-value formatting method",
      "topics": [
        "pvalf.default"
      ]
    },
    {
      "page": "summary.assumptions_cmpoutput",
      "title": "Summary method for the assumptions of parametric tests used in a comparison of an output",
      "topics": [
        "summary.assumptions_cmpoutput"
      ]
    },
    {
      "page": "summary.assumptions_micomp",
      "title": "Summary method for the assumptions of parametric tests used in multiple comparisons of outputs",
      "topics": [
        "summary.assumptions_micomp"
      ]
    },
    {
      "page": "summary.cmpoutput",
      "title": "Summary method for comparison of an output",
      "topics": [
        "summary.cmpoutput"
      ]
    },
    {
      "page": "summary.grpoutputs",
      "title": "Summary method for grouped outputs",
      "topics": [
        "summary.grpoutputs"
      ]
    },
    {
      "page": "summary.micomp",
      "title": "Summary method for multiple comparisons of outputs",
      "topics": [
        "summary.micomp"
      ]
    },
    {
      "page": "tikzscat",
      "title": "Simple 'TikZ' scatter plot",
      "topics": [
        "tikzscat"
      ]
    },
    {
      "page": "toLatex.cmpoutput",
      "title": "Convert 'cmpoutput' object to 'LaTeX' table",
      "topics": [
        "toLatex.cmpoutput"
      ]
    },
    {
      "page": "toLatex.micomp",
      "title": "Convert 'micomp' object to 'LaTeX' table",
      "topics": [
        "toLatex.micomp"
      ]
    }
  ],
  "_readme": "https://github.com/nunofachada/micompr/raw/HEAD/README.md",
  "_rundeps": [],
  "_vignettes": [
    {
      "source": "tolatex-examples.Rnw",
      "filename": "tolatex-examples.pdf",
      "title": "Examples of generated Latex tables",
      "engine": "knitr::knitr",
      "headings": [],
      "created": "2016-03-06 20:35:00",
      "modified": "2016-03-26 19:32:54",
      "commits": 10
    },
    {
      "source": "paper.Rnw",
      "filename": "paper.pdf",
      "title": "micompr: An R Package for Multivariate Independent Comparison of Observations",
      "engine": "knitr::knitr",
      "headings": [],
      "created": "2016-03-23 14:24:08",
      "modified": "2022-05-23 10:13:48",
      "commits": 6
    }
  ],
  "_score": 5.99563519459755,
  "_indexed": true,
  "_nocasepkg": "micompr",
  "_universes": [
    "nunofachada"
  ],
  "_binaries": [
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "1.3.0.9000",
      "date": "2026-05-22T07:38:55.000Z",
      "distro": "noble",
      "commit": "4af0034ad6736bb659c1f579ccf64d7c6a77b236",
      "fileid": "3ca9369a73f2d83e12b37ff953b7c78c80c1181df8946adf9e6094fe481715b6",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/nunofachada/actions/runs/26274677750"
    },
    {
      "r": "4.6.0",
      "os": "linux",
      "version": "1.3.0.9000",
      "date": "2026-05-22T07:38:33.000Z",
      "distro": "noble",
      "commit": "4af0034ad6736bb659c1f579ccf64d7c6a77b236",
      "fileid": "1aaa1ff1bd304ad59f20a8b28a56b8a816e169f89a0b7f824774d2c1b69f6969",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/nunofachada/actions/runs/26274677750"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "1.3.0.9000",
      "date": "2026-05-22T07:38:52.000Z",
      "commit": "4af0034ad6736bb659c1f579ccf64d7c6a77b236",
      "fileid": "087e11b42de8dd191389e110fe7501d2261b52ddd7ad1547a7311223796267dc",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/nunofachada/actions/runs/26274677750"
    },
    {
      "r": "4.6.0",
      "os": "mac",
      "version": "1.3.0.9000",
      "date": "2026-05-22T07:38:10.000Z",
      "commit": "4af0034ad6736bb659c1f579ccf64d7c6a77b236",
      "fileid": "0134c47318f0c0db982deaf0c3cf544b8358c664dfc2aa7d2477c6f8fee1cb0b",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/nunofachada/actions/runs/26274677750"
    },
    {
      "r": "4.6.0",
      "os": "wasm",
      "version": "1.3.0.9000",
      "date": "2026-05-22T07:38:47.000Z",
      "commit": "4af0034ad6736bb659c1f579ccf64d7c6a77b236",
      "fileid": "19769731dd352db6b8cb75be437c992eceeb5837a9e3e3845a0aa60b76f8f9a1",
      "status": "success",
      "buildurl": "https://github.com/r-universe/nunofachada/actions/runs/26274677750"
    },
    {
      "r": "4.7.0",
      "os": "win",
      "version": "1.3.0.9000",
      "date": "2026-05-22T07:37:42.000Z",
      "commit": "4af0034ad6736bb659c1f579ccf64d7c6a77b236",
      "fileid": "be27ffeb45cae3350cb9678340b1e8763b0bf1e48a0420dedf43397889f93aa8",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/nunofachada/actions/runs/26274677750"
    },
    {
      "r": "4.5.3",
      "os": "win",
      "version": "1.3.0.9000",
      "date": "2026-05-22T07:37:52.000Z",
      "commit": "4af0034ad6736bb659c1f579ccf64d7c6a77b236",
      "fileid": "328cf450de2ee9420fde138e4e8b38e37a89e3b3cf061f25a88b25ed23e7f496",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/nunofachada/actions/runs/26274677750"
    },
    {
      "r": "4.6.0",
      "os": "win",
      "version": "1.3.0.9000",
      "date": "2026-05-22T07:37:40.000Z",
      "commit": "4af0034ad6736bb659c1f579ccf64d7c6a77b236",
      "fileid": "be11dfc23c40ee62d7d7a5eac9754bde4ac575e07abf111190c0df5e425fa357",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/nunofachada/actions/runs/26274677750"
    }
  ]
}