{
  "_id": "6a1144caacfb0bcc41ce7519",
  "Package": "miclust",
  "Type": "Package",
  "Title": "Multiple Imputation in Cluster Analysis",
  "Version": "1.2.8",
  "Authors@R": "c(person(given = \"Jose\", family = \"Barrera-Gomez\", role = c(\"aut\", \"cre\"), email = \"jose.barrera@isglobal.org\",\ncomment = c(ORCID = \"0000-0002-2688-6036\")),\nperson(given = \"Xavier\", family = \"Basagana\", role = \"aut\", email = \"xavier.basagana@isglobal.org\",\ncomment = c(ORCID = \"0000-0002-8457-1489\")))",
  "Description": "Implementation of a framework for cluster analysis with\nselection of the final number of clusters and an optional\nvariable selection procedure. The package is designed to\nintegrate the results of multiple imputed datasets while\naccounting for the uncertainty that the imputations introduce\nin the final results. In addition, the package can also be used\nfor a cluster analysis of the complete cases of a single\ndataset. The package also includes specific methods to\nsummarize and plot the results. The methods are described in\nBasagana et al. (2013) <doi:10.1093/aje/kws289>.",
  "License": "GPL-3",
  "Encoding": "UTF-8",
  "LazyData": "true",
  "Author": "Jose Barrera-Gomez [aut, cre]\n(<https://orcid.org/0000-0002-2688-6036>), Xavier Basagana\n[aut] (<https://orcid.org/0000-0002-8457-1489>)",
  "Maintainer": "Jose Barrera-Gomez <jose.barrera@isglobal.org>",
  "RoxygenNote": "7.1.2",
  "NeedsCompilation": "no",
  "Packaged": {
    "Date": "2026-05-23 06:06:31 UTC",
    "User": "root"
  },
  "Config/pak/sysreqs": "libicu-dev",
  "Repository": "https://jobago.r-universe.dev",
  "Date/Publication": "2022-02-07 16:20:02 UTC",
  "RemoteUrl": "https://github.com/cran/miclust",
  "RemoteRef": "HEAD",
  "RemoteSha": "f881e8d132c44fd8865b7c67fb6623b146b5bef5",
  "MD5sum": "7faf708b90d99c7f598de4a5570c4994",
  "_user": "jobago",
  "_type": "src",
  "_file": "miclust_1.2.8.tar.gz",
  "_fileid": "bcbc944532559101c8decc9d4a96948720884766031ab89add7a0732c441bf53",
  "_filesize": 236150,
  "_sha256": "bcbc944532559101c8decc9d4a96948720884766031ab89add7a0732c441bf53",
  "_created": "2026-05-23T06:06:31.000Z",
  "_published": "2026-05-23T06:10:18.692Z",
  "_distro": "noble",
  "_jobs": [
    {
      "job": 77501996413,
      "time": 177,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "7174810605"
    },
    {
      "job": 77501996428,
      "time": 179,
      "config": "linux-release-x86_64",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7174810755"
    },
    {
      "job": 77501996420,
      "time": 178,
      "config": "macos-oldrel-arm64",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "7174806845"
    },
    {
      "job": 77501996418,
      "time": 139,
      "config": "macos-release-arm64",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7174803897"
    },
    {
      "job": 77501811069,
      "time": 194,
      "config": "source",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7174789859"
    },
    {
      "job": 77501996395,
      "time": 131,
      "config": "wasm-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7174805156"
    },
    {
      "job": 77501996467,
      "time": 145,
      "config": "windows-devel",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "7174807186"
    },
    {
      "job": 77501996456,
      "time": 117,
      "config": "windows-oldrel",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "7174803568"
    },
    {
      "job": 77501996468,
      "time": 121,
      "config": "windows-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7174804023"
    }
  ],
  "_buildurl": "https://github.com/r-universe/jobago/actions/runs/26325297881",
  "_status": "success",
  "_host": "GitHub-Actions",
  "_upstream": "https://github.com/cran/miclust",
  "_commit": {
    "id": "f881e8d132c44fd8865b7c67fb6623b146b5bef5",
    "author": "Jose Barrera-Gomez <jose.barrera@isglobal.org>",
    "committer": "cran-robot <csardi.gabor+cran@gmail.com>",
    "message": "version 1.2.8\n",
    "time": 1644250802
  },
  "_maintainer": {
    "name": "Jose Barrera-Gomez",
    "email": "jose.barrera@isglobal.org",
    "login": "jobago",
    "description": "Statistician at ISGlobal & Associate lecturer at UAB",
    "uuid": 48420707,
    "orcid": "0000-0002-2688-6036"
  },
  "_registered": true,
  "_dependencies": [
    {
      "package": "R",
      "version": ">= 4.1",
      "role": "Depends"
    },
    {
      "package": "doBy",
      "role": "Imports"
    },
    {
      "package": "combinat",
      "role": "Imports"
    },
    {
      "package": "flexclust",
      "role": "Imports"
    },
    {
      "package": "graphics",
      "role": "Imports"
    },
    {
      "package": "irr",
      "role": "Imports"
    },
    {
      "package": "matrixStats",
      "role": "Imports"
    },
    {
      "package": "stats",
      "role": "Imports"
    },
    {
      "package": "utils",
      "role": "Imports"
    },
    {
      "package": "knitr",
      "role": "Suggests"
    },
    {
      "package": "xtable",
      "role": "Suggests"
    },
    {
      "package": "rmarkdown",
      "role": "Suggests"
    }
  ],
  "_owner": "cran",
  "_selfowned": true,
  "_usedby": 0,
  "_updates": [],
  "_tags": [],
  "_stars": 1,
  "_contributors": [
    {
      "user": "jobago",
      "count": 3,
      "uuid": 48420707
    }
  ],
  "_userbio": {
    "uuid": 48420707,
    "type": "user",
    "name": "Jose Barrera-Gómez",
    "description": "Statistician at ISGlobal & Associate lecturer at UAB"
  },
  "_downloads": {
    "count": 282,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/miclust"
  },
  "_searchresults": 1,
  "_rbuild": "4.6.0",
  "_assets": [
    "extra/citation.cff",
    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
    "extra/miclust.html",
    "extra/NEWS.html",
    "extra/NEWS.txt",
    "extra/readme.html",
    "extra/readme.md",
    "manual.pdf"
  ],
  "_realowner": "jobago",
  "_cranurl": false,
  "_releases": [
    {
      "version": "1.2.6",
      "date": "2021-03-10"
    },
    {
      "version": "1.2.7",
      "date": "2021-09-22"
    },
    {
      "version": "1.2.8",
      "date": "2022-02-07"
    }
  ],
  "_exports": [
    "getdata",
    "getvariablesfrequency",
    "miclust"
  ],
  "_datasets": [
    {
      "name": "minhanes",
      "title": "Multiple imputation for nhanes data.",
      "object": "minhanes",
      "class": [
        "list"
      ],
      "fields": [],
      "table": true,
      "tojson": true
    }
  ],
  "_help": [
    {
      "page": "miclust-package",
      "title": "miclust-package: integrating multiple imputation with cluster analysis",
      "topics": [
        "miclust-package"
      ]
    },
    {
      "page": "getdata",
      "title": "Creates a 'midata' object.",
      "topics": [
        "getdata"
      ]
    },
    {
      "page": "getvariablesfrequency",
      "title": "Calculates the ranked selection frequency of the variables.",
      "topics": [
        "getvariablesfrequency"
      ]
    },
    {
      "page": "miclust",
      "title": "Cluster analysis in multiple imputed data sets with optional variable selection.",
      "topics": [
        "miclust"
      ]
    },
    {
      "page": "minhanes",
      "title": "Multiple imputation for nhanes data.",
      "topics": [
        "minhanes"
      ]
    },
    {
      "page": "plot.miclust",
      "title": "Shows a graphical representation of the results.",
      "topics": [
        "plot.miclust"
      ]
    },
    {
      "page": "print.miclust",
      "title": "Prints the results.",
      "topics": [
        "print.miclust"
      ]
    },
    {
      "page": "print.summary.miclust",
      "title": "Prints the summary of results.",
      "topics": [
        "print.summary.miclust"
      ]
    },
    {
      "page": "summary.miclust",
      "title": "Summarizes the results.",
      "topics": [
        "summary.miclust"
      ]
    }
  ],
  "_readme": "https://github.com/cran/miclust/raw/HEAD/README.md",
  "_rundeps": [
    "backports",
    "boot",
    "broom",
    "class",
    "cli",
    "colorspace",
    "combinat",
    "cowplot",
    "cpp11",
    "Deriv",
    "doBy",
    "dplyr",
    "farver",
    "flexclust",
    "forecast",
    "fracdiff",
    "generics",
    "ggplot2",
    "glue",
    "gtable",
    "irr",
    "isoband",
    "labeling",
    "lattice",
    "lifecycle",
    "lmtest",
    "lpSolve",
    "magrittr",
    "MASS",
    "Matrix",
    "matrixStats",
    "microbenchmark",
    "modelr",
    "modeltools",
    "nlme",
    "nnet",
    "pillar",
    "pkgconfig",
    "purrr",
    "R6",
    "RColorBrewer",
    "Rcpp",
    "RcppArmadillo",
    "rlang",
    "S7",
    "scales",
    "stringi",
    "stringr",
    "tibble",
    "tidyr",
    "tidyselect",
    "timeDate",
    "urca",
    "utf8",
    "vctrs",
    "viridisLite",
    "withr",
    "zoo"
  ],
  "_score": 1.6989700043360187,
  "_indexed": true,
  "_nocasepkg": "miclust",
  "_universes": [
    "jobago"
  ],
  "_binaries": [
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "1.2.8",
      "date": "2026-05-23T06:08:52.000Z",
      "distro": "noble",
      "commit": "f881e8d132c44fd8865b7c67fb6623b146b5bef5",
      "fileid": "9e4706cfc08cbb7ae63a54ada335468eef9c8e58ebddd24b75977016e4d4fa89",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/jobago/actions/runs/26325297881"
    },
    {
      "r": "4.6.0",
      "os": "linux",
      "version": "1.2.8",
      "date": "2026-05-23T06:08:54.000Z",
      "distro": "noble",
      "commit": "f881e8d132c44fd8865b7c67fb6623b146b5bef5",
      "fileid": "6f765de541f5a6cdf7b7f66fde0d2f1aa0f585fc5fd4155ed54bef68e7c901b6",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/jobago/actions/runs/26325297881"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "1.2.8",
      "date": "2026-05-23T06:08:44.000Z",
      "commit": "f881e8d132c44fd8865b7c67fb6623b146b5bef5",
      "fileid": "39a35f698953808aeb1bb0a88dea39dc3daddced707c2a3d08e8c35c51c42541",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/jobago/actions/runs/26325297881"
    },
    {
      "r": "4.6.0",
      "os": "mac",
      "version": "1.2.8",
      "date": "2026-05-23T06:08:18.000Z",
      "commit": "f881e8d132c44fd8865b7c67fb6623b146b5bef5",
      "fileid": "14c38a7f95c2a3c065ac8d311022ade66aeb5df05534ad2ce0e0220c6cc624dc",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/jobago/actions/runs/26325297881"
    },
    {
      "r": "4.6.0",
      "os": "wasm",
      "version": "1.2.8",
      "date": "2026-05-23T06:09:02.000Z",
      "commit": "f881e8d132c44fd8865b7c67fb6623b146b5bef5",
      "fileid": "94504fb75c51aa7c46be6d64cbf462c207bcdd1978c82c294eac073689e6f797",
      "status": "success",
      "buildurl": "https://github.com/r-universe/jobago/actions/runs/26325297881"
    },
    {
      "r": "4.7.0",
      "os": "win",
      "version": "1.2.8",
      "date": "2026-05-23T06:08:16.000Z",
      "commit": "f881e8d132c44fd8865b7c67fb6623b146b5bef5",
      "fileid": "2bf6c56e670b7eacd68da6fd0c8c4889349e5cbe6be941a8b22ad43527064b18",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/jobago/actions/runs/26325297881"
    },
    {
      "r": "4.5.3",
      "os": "win",
      "version": "1.2.8",
      "date": "2026-05-23T06:07:48.000Z",
      "commit": "f881e8d132c44fd8865b7c67fb6623b146b5bef5",
      "fileid": "cf427caebadf53a5bc6aea3eb0b8fe496cb148743a222d80a90cbbf85c134386",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/jobago/actions/runs/26325297881"
    },
    {
      "r": "4.6.0",
      "os": "win",
      "version": "1.2.8",
      "date": "2026-05-23T06:07:51.000Z",
      "commit": "f881e8d132c44fd8865b7c67fb6623b146b5bef5",
      "fileid": "b268dcae7d4505ea0e0f5782e6c30af60e77961f735b16beb549c17f8f104252",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/jobago/actions/runs/26325297881"
    }
  ]
}