{
  "_id": "6a12a431acfb0bcc41d12a6a",
  "Package": "cmgnd",
  "Type": "Package",
  "Title": "Constrained Mixture of Generalized Normal Distributions",
  "Version": "0.1.1",
  "Authors@R": "c(person(\"Pierdomenico\", \"Duttilo\", , \"pierdomenico.duttilo@unipd.it\", role = c(\"aut\", \"cre\"),\ncomment = c(ORCID = \"0000-0002-2036-7163\")),\nperson(\"Stefano Antonio\", \"Gattone\", , \"gattone@unich.it\", role = c(\"aut\"),\ncomment = c(ORCID = \"0000-0002-6143-9012\")),\nperson(\"Alfred\", \"Kume\", , \"a.kume@kent.ac.uk\", role = c(\"aut\")))",
  "Description": "The 'cmgnd' implements the constrained mixture of\ngeneralized normal distributions model, a flexible statistical\nframework for modelling univariate data exhibiting non-normal\nfeatures such as skewness, multi-modality, and heavy tails. By\nimposing constraints on model parameters, the 'cmgnd' reduces\nestimation complexity while maintaining high descriptive power,\noffering an efficient solution in the presence of\ndistributional irregularities. For more details see Duttilo and\nGattone (2025) <doi:10.1007/s00180-025-01638-x> and Duttilo et\nal (2025) <doi:10.48550/arXiv.2506.03285>.",
  "Encoding": "UTF-8",
  "RoxygenNote": "7.2.3",
  "License": "GPL (>= 3)",
  "URL": "https://github.com/pierdutt/cmgnd",
  "BugReports": "https://github.com/pierdutt/cmgnd/issues",
  "Config/pak/sysreqs": "libgmp3-dev",
  "Repository": "https://pierdutt.r-universe.dev",
  "Date/Publication": "2025-07-27 22:22:33 UTC",
  "RemoteUrl": "https://github.com/pierdutt/cmgnd",
  "RemoteRef": "HEAD",
  "RemoteSha": "ba0015b3f1b59b6f2404cc78fee176cf6145400e",
  "NeedsCompilation": "no",
  "Packaged": {
    "Date": "2026-05-24 06:57:01 UTC",
    "User": "root"
  },
  "Author": "Pierdomenico Duttilo [aut, cre] (ORCID:\n<https://orcid.org/0000-0002-2036-7163>),\nStefano Antonio Gattone [aut] (ORCID:\n<https://orcid.org/0000-0002-6143-9012>),\nAlfred Kume [aut]",
  "Maintainer": "Pierdomenico Duttilo <pierdomenico.duttilo@unipd.it>",
  "MD5sum": "5dccd1519f0ec03ab752950fbad7e4d6",
  "_user": "pierdutt",
  "_type": "src",
  "_file": "cmgnd_0.1.1.tar.gz",
  "_fileid": "743b6f85e62311e5035b71e4117df9bc405604d74b7cc629abc9d2fb6a5c7de9",
  "_filesize": 297848,
  "_sha256": "743b6f85e62311e5035b71e4117df9bc405604d74b7cc629abc9d2fb6a5c7de9",
  "_created": "2026-05-24T06:57:01.000Z",
  "_published": "2026-05-24T07:09:37.828Z",
  "_distro": "noble",
  "_jobs": [
    {
      "job": 77578765502,
      "time": 117,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "7183059354"
    },
    {
      "job": 77578765489,
      "time": 118,
      "config": "linux-release-x86_64",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7183059622"
    },
    {
      "job": 77578765498,
      "time": 77,
      "config": "macos-oldrel-arm64",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "7183127874"
    },
    {
      "job": 77578765493,
      "time": 65,
      "config": "macos-release-arm64",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7183115210"
    },
    {
      "job": 77578634623,
      "time": 158,
      "config": "source",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7183048545"
    },
    {
      "job": 77578765477,
      "time": 125,
      "config": "wasm-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7183060108"
    },
    {
      "job": 77578765500,
      "time": 68,
      "config": "windows-devel",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "7183054656"
    },
    {
      "job": 77578765501,
      "time": 77,
      "config": "windows-oldrel",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "7183055503"
    },
    {
      "job": 77578765499,
      "time": 59,
      "config": "windows-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7183054001"
    }
  ],
  "_buildurl": "https://github.com/r-universe/pierdutt/actions/runs/26354495840",
  "_status": "success",
  "_host": "GitHub-Actions",
  "_upstream": "https://github.com/pierdutt/cmgnd",
  "_commit": {
    "id": "ba0015b3f1b59b6f2404cc78fee176cf6145400e",
    "author": "Pierdomenico Duttilo <pierdomenico.duttilo@unipd.com>",
    "committer": "Pierdomenico Duttilo <pierdomenico.duttilo@unipd.com>",
    "message": "up\n",
    "time": 1753654953
  },
  "_maintainer": {
    "name": "Pierdomenico Duttilo",
    "email": "pierdomenico.duttilo@unipd.it",
    "login": "pierdutt",
    "orcid": "0000-0002-2036-7163",
    "description": "Postdoctoral Research Fellow at Department of Statistical Sciences",
    "uuid": 180419472
  },
  "_registered": true,
  "_dependencies": [
    {
      "package": "R",
      "version": ">= 4.0.0",
      "role": "Depends"
    },
    {
      "package": "RcppAlgos",
      "role": "Imports"
    },
    {
      "package": "lubridate",
      "role": "Imports"
    },
    {
      "package": "stats",
      "role": "Imports"
    },
    {
      "package": "utils",
      "role": "Imports"
    },
    {
      "package": "gnorm",
      "role": "Imports"
    },
    {
      "package": "purrr",
      "role": "Imports"
    },
    {
      "package": "ggplot2",
      "role": "Imports"
    }
  ],
  "_owner": "pierdutt",
  "_selfowned": true,
  "_usedby": 0,
  "_updates": [
    {
      "week": "2025-23",
      "n": 5
    },
    {
      "week": "2025-27",
      "n": 15
    },
    {
      "week": "2025-28",
      "n": 19
    },
    {
      "week": "2025-29",
      "n": 1
    },
    {
      "week": "2025-30",
      "n": 2
    }
  ],
  "_tags": [],
  "_stars": 0,
  "_userbio": {
    "uuid": 180419472,
    "type": "user",
    "name": "Pierdomenico Duttilo",
    "description": "Postdoctoral Research Fellow at Department of Statistical Sciences"
  },
  "_downloads": {
    "count": 176,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/cmgnd"
  },
  "_devurl": "https://github.com/pierdutt/cmgnd",
  "_searchresults": 0,
  "_rbuild": "4.6.0",
  "_assets": [
    "extra/citation.cff",
    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/cmgnd.html",
    "extra/contents.json",
    "extra/readme.html",
    "extra/readme.md",
    "manual.pdf"
  ],
  "_homeurl": "https://github.com/pierdutt/cmgnd",
  "_realowner": "pierdutt",
  "_cranurl": true,
  "_releases": [
    {
      "version": "0.1.1",
      "date": "2025-07-18"
    }
  ],
  "_exports": [
    "cmgnd",
    "dcmgnd",
    "dgnd",
    "hist_cmgnd",
    "moments_cmgnd",
    "plot_cmgnd",
    "sim_cmgnd"
  ],
  "_help": [
    {
      "page": "cmgnd",
      "title": "cmgnd: Function for Clustering using Constrained Mixtures of Generalized Normal Distributions",
      "topics": [
        "cmgnd"
      ]
    },
    {
      "page": "dcmgnd",
      "title": "Marginal Density Estimation for CMGND Models",
      "topics": [
        "dcmgnd"
      ]
    },
    {
      "page": "dgnd",
      "title": "The Generalized Normal Distribution (GND)",
      "topics": [
        "dgnd"
      ]
    },
    {
      "page": "hist_cmgnd",
      "title": "Plot Marginal and Mixture Component Densities of the CMGND Model",
      "topics": [
        "hist_cmgnd"
      ]
    },
    {
      "page": "moments_cmgnd",
      "title": "Compute the First Four Moments of the CMGND Marginal Distribution",
      "topics": [
        "moments_cmgnd"
      ]
    },
    {
      "page": "plot_cmgnd",
      "title": "Plot Marginal and Mixture Component Densities of the CMGND Model",
      "topics": [
        "plot_cmgnd"
      ]
    },
    {
      "page": "sim_cmgnd",
      "title": "sim_cmgnd: Function to Simulate Univariate Constrained Mixtures of Generalized Normal Distributions",
      "topics": [
        "sim_cmgnd"
      ]
    }
  ],
  "_pkglogo": "https://github.com/pierdutt/cmgnd/raw/HEAD/man/figures/logo.png",
  "_readme": "https://github.com/pierdutt/cmgnd/raw/HEAD/README.md",
  "_rundeps": [
    "cli",
    "cpp11",
    "farver",
    "generics",
    "ggplot2",
    "glue",
    "gmp",
    "gnorm",
    "gtable",
    "isoband",
    "labeling",
    "lifecycle",
    "lubridate",
    "magrittr",
    "purrr",
    "R6",
    "RColorBrewer",
    "RcppAlgos",
    "rlang",
    "S7",
    "scales",
    "timechange",
    "vctrs",
    "viridisLite",
    "withr"
  ],
  "_score": 3.3979400086720375,
  "_indexed": true,
  "_nocasepkg": "cmgnd",
  "_universes": [
    "pierdutt"
  ],
  "_binaries": [
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "0.1.1",
      "date": "2026-05-24T06:58:57.000Z",
      "distro": "noble",
      "commit": "ba0015b3f1b59b6f2404cc78fee176cf6145400e",
      "fileid": "5f3b5933bda0341efafa4c560c8aac86872c225a3f95e1feb4a2c16d622e97cf",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/pierdutt/actions/runs/26354495840"
    },
    {
      "r": "4.6.0",
      "os": "linux",
      "version": "0.1.1",
      "date": "2026-05-24T06:58:59.000Z",
      "distro": "noble",
      "commit": "ba0015b3f1b59b6f2404cc78fee176cf6145400e",
      "fileid": "f20c7e0d31d20f64bcdf1f53d647f6e3f1f373704516ce5e7ae32235eb9589fd",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/pierdutt/actions/runs/26354495840"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "0.1.1",
      "date": "2026-05-24T07:09:13.000Z",
      "commit": "ba0015b3f1b59b6f2404cc78fee176cf6145400e",
      "fileid": "49bfef7a6ed7262c42f4f9c5ddaf8cfba10abffaaa8a0f939c3c5dce318cd444",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/pierdutt/actions/runs/26354495840"
    },
    {
      "r": "4.6.0",
      "os": "mac",
      "version": "0.1.1",
      "date": "2026-05-24T07:07:21.000Z",
      "commit": "ba0015b3f1b59b6f2404cc78fee176cf6145400e",
      "fileid": "57acff47a9881f2de8c194dea09b76f8ce5d518b1052ebadd5a94ddb544a050f",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/pierdutt/actions/runs/26354495840"
    },
    {
      "r": "4.6.0",
      "os": "wasm",
      "version": "0.1.1",
      "date": "2026-05-24T06:59:17.000Z",
      "commit": "ba0015b3f1b59b6f2404cc78fee176cf6145400e",
      "fileid": "ffd798b8f69f45bc744c0642895cbe4e937de1924dd21d16323558b189b81d80",
      "status": "success",
      "buildurl": "https://github.com/r-universe/pierdutt/actions/runs/26354495840"
    },
    {
      "r": "4.7.0",
      "os": "win",
      "version": "0.1.1",
      "date": "2026-05-24T06:58:04.000Z",
      "commit": "ba0015b3f1b59b6f2404cc78fee176cf6145400e",
      "fileid": "c1ad1f980647e0fd060d1374d0541e9164d5265df55a5186ff6e833660d147d6",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/pierdutt/actions/runs/26354495840"
    },
    {
      "r": "4.5.3",
      "os": "win",
      "version": "0.1.1",
      "date": "2026-05-24T06:58:13.000Z",
      "commit": "ba0015b3f1b59b6f2404cc78fee176cf6145400e",
      "fileid": "2edaaa1169dec1c23a50749fd5c06513d9577a6d734e2e171ee30cf85586d6bb",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/pierdutt/actions/runs/26354495840"
    },
    {
      "r": "4.6.0",
      "os": "win",
      "version": "0.1.1",
      "date": "2026-05-24T06:57:57.000Z",
      "commit": "ba0015b3f1b59b6f2404cc78fee176cf6145400e",
      "fileid": "d2557fe3e69e0872885fc41b0dd84135edff6038f6e3e27b3822ec8202a7194c",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/pierdutt/actions/runs/26354495840"
    }
  ]
}