{
  "_id": "6ad4b0034a34890ab493805d",
  "Package": "clustEff",
  "Type": "Package",
  "Title": "Clusters of Effects Curves in Quantile Regression Models",
  "Version": "1.0.0",
  "Authors@R": "c(\nperson(\"Gianluca\", \"Sottile\", email = \"gianluca.sottile@unipa.it\",\nrole = c(\"aut\", \"cre\"), comment = c(ORCID = \"0000-0001-9347-7251\")),\nperson(\"Giada\", \"Adelfio\", email = \"giada.adelfio@unipa.it\", role = \"aut\"))",
  "Description": "Clustering of curves based on a dissimilarity that\ncombines the concordance of their shapes and their closeness,\nas proposed by Sottile and Adelfio (2019)\n<doi:10.1007/s00180-018-0817-8>. The method can be applied to\nthe effects curves of quantile regression coefficients models\nfitted with 'qrcm', with univariate or multivariate responses,\nand to curves observed in time, as in functional data analysis.\nThe package also implements the clustering of waveforms by\ntrimmed k-means of functional principal component scores\n(Adelfio, Chiodi, D'Alessandro and Luzio, 2011).",
  "License": "GPL-2",
  "URL": "https://github.com/gianluca-sottile/clustEff",
  "BugReports": "https://github.com/gianluca-sottile/clustEff/issues",
  "VignetteBuilder": "knitr",
  "Config/testthat/edition": "3",
  "Encoding": "UTF-8",
  "Language": "en-US",
  "Roxygen": "list(markdown = TRUE)",
  "RoxygenNote": "7.3.3",
  "Repository": "https://gianluca-sottile.r-universe.dev",
  "Date/Publication": "2026-10-17 14:42:10 UTC",
  "RemoteUrl": "https://github.com/gianluca-sottile/clusteff",
  "RemoteRef": "HEAD",
  "RemoteSha": "a9faedbff03e15f6af92002220af47df172fda02",
  "NeedsCompilation": "no",
  "Packaged": {
    "Date": "2026-10-18 11:30:13 UTC",
    "User": "root"
  },
  "Author": "Gianluca Sottile [aut, cre] (ORCID:\n<https://orcid.org/0000-0001-9347-7251>),\nGiada Adelfio [aut]",
  "Maintainer": "Gianluca Sottile <gianluca.sottile@unipa.it>",
  "_user": "gianluca-sottile",
  "_type": "src",
  "_file": "clustEff_1.0.0.tar.gz",
  "_fileid": "https://r2.ropensci.org/cedeacfab215b4768ae0413de05a99aec1b1ce6d9fd9431e313e552702d93826",
  "_filesize": 671471,
  "_sha256": "cedeacfab215b4768ae0413de05a99aec1b1ce6d9fd9431e313e552702d93826",
  "_expires": "2027-01-26T11:39:45.000Z",
  "_created": "2026-10-18T11:30:13.000Z",
  "_published": "2026-10-18T11:39:47.087Z",
  "_buildurl": "https://github.com/r-universe/gianluca-sottile/actions/runs/39123289642",
  "_status": "success",
  "_host": "GitHub-Actions",
  "_jobs": [
    {
      "job": 117663800082,
      "time": 124,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "12135460338"
    },
    {
      "job": 117663800092,
      "time": 153,
      "config": "linux-release-x86_64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "12134684993"
    },
    {
      "job": 117663800077,
      "time": 117,
      "config": "macos-oldrel-arm64",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "12135193801"
    },
    {
      "job": 117663800076,
      "time": 111,
      "config": "macos-release-arm64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "12135017880"
    },
    {
      "job": 117663187239,
      "time": 179,
      "config": "source",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "12135247349"
    },
    {
      "job": 117663800152,
      "time": 101,
      "config": "wasm-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "12135590411"
    },
    {
      "job": 117663800149,
      "time": 95,
      "config": "windows-devel-x86_64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "12134842998"
    },
    {
      "job": 117663800200,
      "time": 76,
      "config": "windows-oldrel-x86_64",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "12135027345"
    },
    {
      "job": 117663800156,
      "time": 85,
      "config": "windows-release-x86_64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "12135495607"
    }
  ],
  "_upstream": "https://github.com/gianluca-sottile/clusteff",
  "_commit": {
    "id": "a9faedbff03e15f6af92002220af47df172fda02",
    "author": "Gianluca Sottile <gianluca.sottile@unipa.it>",
    "committer": "Gianluca Sottile <gianluca.sottile@unipa.it>",
    "message": "Regenerate documentation\n",
    "time": 1792248130
  },
  "_maintainer": {
    "name": "Gianluca Sottile",
    "email": "gianluca.sottile@unipa.it",
    "login": "gianluca-sottile",
    "description": "I am Associate Professor in Statistics STAT/01 at the University of Palermo.",
    "uuid": 28382517,
    "orcid": "0000-0001-9347-7251"
  },
  "_distro": "resolute",
  "_registered": true,
  "_dependencies": [
    {
      "package": "R",
      "version": ">= 4.1.0",
      "role": "Depends"
    },
    {
      "package": "cluster",
      "role": "Imports"
    },
    {
      "package": "graphics",
      "role": "Imports"
    },
    {
      "package": "grDevices",
      "role": "Imports"
    },
    {
      "package": "splines",
      "role": "Imports"
    },
    {
      "package": "stats",
      "role": "Imports"
    },
    {
      "package": "fda",
      "role": "Suggests"
    },
    {
      "package": "knitr",
      "role": "Suggests"
    },
    {
      "package": "qrcm",
      "version": ">= 3.0",
      "role": "Suggests"
    },
    {
      "package": "rmarkdown",
      "role": "Suggests"
    },
    {
      "package": "testthat",
      "version": ">= 3.0.0",
      "role": "Suggests"
    }
  ],
  "_owner": "gianluca-sottile",
  "_selfowned": true,
  "_usedby": 0,
  "_updates": [
    {
      "week": "2026-42",
      "n": 4
    }
  ],
  "_tags": [
    {
      "name": "v1.0.0",
      "date": "2026-10-17"
    }
  ],
  "_topics": [
    "clustering",
    "curve-clustering",
    "functional-data-analysis",
    "hierarchical-clustering",
    "quantile-regression",
    "statistics",
    "waveform-clustering"
  ],
  "_stars": 0,
  "_contributors": [
    {
      "user": "gianluca-sottile",
      "count": 4,
      "uuid": 28382517
    }
  ],
  "_userbio": {
    "uuid": 28382517,
    "type": "user",
    "name": "Gianluca Sottile",
    "followers": 3,
    "description": "I am Associate Professor in Statistics STAT/01 at the University of Palermo."
  },
  "_downloads": {
    "count": 346,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/clustEff"
  },
  "_devurl": "https://github.com/gianluca-sottile/clusteff",
  "_searchresults": 8,
  "_rbuild": "4.6.1",
  "_assets": [
    "extra/citation.cff",
    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/clustEff.html",
    "extra/contents.json",
    "extra/manual.pdf",
    "extra/NEWS.html",
    "extra/NEWS.txt",
    "extra/readme.html",
    "extra/readme.md"
  ],
  "_homeurl": "https://github.com/gianluca-sottile/clusteff",
  "_realowner": "gianluca-sottile",
  "_cranurl": true,
  "_releases": [
    {
      "version": "0.1.0",
      "date": "2017-09-26"
    },
    {
      "version": "0.1.1",
      "date": "2017-09-26"
    },
    {
      "version": "0.1.2",
      "date": "2017-12-15"
    },
    {
      "version": "0.2.0",
      "date": "2020-06-08"
    },
    {
      "version": "0.3.0",
      "date": "2022-06-28"
    },
    {
      "version": "0.3.1",
      "date": "2024-01-23"
    }
  ],
  "_exports": [
    "clustEff",
    "distshape",
    "extract_curves",
    "extract.object",
    "fpca_bspline",
    "fpcac",
    "opt.fpcac"
  ],
  "_help": [
    {
      "page": "clustEff",
      "title": "Clusters of Effects Curves",
      "topics": [
        "clustEff",
        "print.clustEff"
      ]
    },
    {
      "page": "distshape",
      "title": "Shape-Distance Dissimilarity between Curves",
      "topics": [
        "distshape"
      ]
    },
    {
      "page": "extract_curves",
      "title": "Effects Curves of Quantile Regression Coefficients Models",
      "topics": [
        "extract_curves",
        "print.effects_curves"
      ]
    },
    {
      "page": "fpca_bspline",
      "title": "Functional Principal Components Analysis of Curves on a B-spline Basis",
      "topics": [
        "fpca_bspline"
      ]
    },
    {
      "page": "fpcac",
      "title": "Functional PCA-based Clustering of Curves (FPCAC)",
      "topics": [
        "fpcac",
        "print.fpcac"
      ]
    },
    {
      "page": "opt.fpcac",
      "title": "Number of Clusters for FPCAC",
      "topics": [
        "opt.fpcac",
        "plot.opt.fpcac",
        "print.opt.fpcac"
      ]
    },
    {
      "page": "plot.clustEff",
      "title": "Plot Clusters of Curves",
      "topics": [
        "plot.clustEff"
      ]
    },
    {
      "page": "plot.fpcac",
      "title": "Plot an FPCAC Fit",
      "topics": [
        "plot.fpcac"
      ]
    },
    {
      "page": "summary.clustEff",
      "title": "Summarize Clusters of Curves",
      "topics": [
        "print.summary.clustEff",
        "summary.clustEff"
      ]
    },
    {
      "page": "summary.fpcac",
      "title": "Summarize an FPCAC Fit",
      "topics": [
        "print.summary.fpcac",
        "summary.fpcac"
      ]
    }
  ],
  "_readme": "https://github.com/gianluca-sottile/clusteff/raw/HEAD/README.md",
  "_rundeps": [
    "cluster"
  ],
  "_vignettes": [
    {
      "source": "clustEff.Rmd",
      "filename": "clustEff.html",
      "title": "Clusters of effects curves and waveforms with clustEff",
      "engine": "knitr::rmarkdown",
      "headings": [
        "1. The dissimilarity",
        "2. Waveforms",
        "3. Effects curves of quantile regression coefficients models",
        "4. Choosing the number of clusters",
        "5. FPCAC",
        "References"
      ],
      "created": "2026-10-17 10:19:40",
      "modified": "2026-10-17 10:27:34",
      "commits": 2
    }
  ],
  "_score": 3.6989700043360187,
  "_indexed": true,
  "_nocasepkg": "clusteff",
  "_universes": [
    "gianluca-sottile"
  ],
  "_previous": "0.3.1",
  "_binaries": [
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "1.0.0",
      "date": "2026-10-18T11:32:13.000Z",
      "distro": "resolute",
      "commit": "a9faedbff03e15f6af92002220af47df172fda02",
      "fileid": "https://r2.ropensci.org/ccdeee3d5b74ce79c713816bb17b7e58fbe221958ac1dab975cfb86693ab7e2f",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/gianluca-sottile/actions/runs/39123289642"
    },
    {
      "r": "4.6.1",
      "os": "linux",
      "version": "1.0.0",
      "date": "2026-10-18T11:32:41.000Z",
      "distro": "resolute",
      "commit": "a9faedbff03e15f6af92002220af47df172fda02",
      "fileid": "https://r2.ropensci.org/8503d87c522f452064b2c4d580afc2fb3a09ac003a07c021bdc61311da19059b",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/gianluca-sottile/actions/runs/39123289642"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "1.0.0",
      "date": "2026-10-18T11:39:04.000Z",
      "commit": "a9faedbff03e15f6af92002220af47df172fda02",
      "fileid": "https://r2.ropensci.org/5fa12f61105bf5c68132ca0d38f7dea714140ef18ff75949df30ab9166fcb857",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/gianluca-sottile/actions/runs/39123289642"
    },
    {
      "r": "4.6.1",
      "os": "mac",
      "version": "1.0.0",
      "date": "2026-10-18T11:37:36.000Z",
      "commit": "a9faedbff03e15f6af92002220af47df172fda02",
      "fileid": "https://r2.ropensci.org/96d80648144ca1f50ac1474ddd0fdd43630873c808d73c043d1440bc6e94124f",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/gianluca-sottile/actions/runs/39123289642"
    },
    {
      "r": "4.6.0",
      "os": "wasm",
      "version": "1.0.0",
      "date": "2026-10-18T11:32:10.000Z",
      "commit": "a9faedbff03e15f6af92002220af47df172fda02",
      "fileid": "https://r2.ropensci.org/30c5bda3bc1fc70840852b8c29571593941022b23f8e31bad672fc568cec494e",
      "status": "success",
      "buildurl": "https://github.com/r-universe/gianluca-sottile/actions/runs/39123289642"
    },
    {
      "r": "4.7.0",
      "os": "win",
      "version": "1.0.0",
      "date": "2026-10-18T11:31:36.000Z",
      "commit": "a9faedbff03e15f6af92002220af47df172fda02",
      "fileid": "https://r2.ropensci.org/f3d9927883dfa8d05d97a6186e9622693be9aa51720929eebefc73dc85855bf6",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/gianluca-sottile/actions/runs/39123289642"
    },
    {
      "r": "4.5.3",
      "os": "win",
      "version": "1.0.0",
      "date": "2026-10-18T11:31:23.000Z",
      "commit": "a9faedbff03e15f6af92002220af47df172fda02",
      "fileid": "https://r2.ropensci.org/57bfee5d7f61d9832fa553095a8bce274fef396545b85ca57b9b00f92ede12ff",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/gianluca-sottile/actions/runs/39123289642"
    },
    {
      "r": "4.6.1",
      "os": "win",
      "version": "1.0.0",
      "date": "2026-10-18T11:31:32.000Z",
      "commit": "a9faedbff03e15f6af92002220af47df172fda02",
      "fileid": "https://r2.ropensci.org/e1507303e9a1374ac7b5a0fb68403210e2053618c560dad1c26a8e5e65d23859",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/gianluca-sottile/actions/runs/39123289642"
    }
  ]
}