{
  "_id": "6a212888cd65a98ecbd21cb8",
  "Package": "mifa",
  "Title": "Multiple Imputation for Exploratory Factor Analysis",
  "Version": "0.2.1",
  "Authors@R": "c(\nperson(\"Vahid\", \"Nassiri\", role = \"aut\"),\nperson(\"Anikó\", \"Lovik\", role = \"aut\"),\nperson(\"Geert \", \"Molenberghs\", role = \"aut\"),\nperson(\"Geert \", \"Verbeke\", role = \"aut\"),\nperson(\"Tobias\", \"Busch\", email = \"teebusch@gmail.com\",\nrole = c(\"aut\", \"cre\"),\ncomment = c(ORCID = \"https://orcid.org/0000-0002-8390-7892\"))\n)",
  "URL": "https://github.com/teebusch/mifa",
  "BugReports": "https://github.com/teebusch/mifa/issues",
  "Description": "Impute the covariance matrix of incomplete data so that\nfactor analysis can be performed. Imputations are made using\nmultiple imputation by Multivariate Imputation with Chained\nEquations (MICE) and combined with Rubin's rules. Parametric\nFieller confidence intervals and nonparametric bootstrap\nconfidence intervals can be obtained for the variance explained\nby different numbers of principal components. The method is\ndescribed in Nassiri et al. (2018)\n<doi:10.3758/s13428-017-1013-4>.",
  "License": "MIT + file LICENSE",
  "Encoding": "UTF-8",
  "RoxygenNote": "7.3.2",
  "Roxygen": "list(markdown = TRUE)",
  "Config/pak/sysreqs": "cmake make libicu-dev libx11-dev zlib1g-dev",
  "Repository": "https://teebusch.r-universe.dev",
  "Date/Publication": "2025-05-10 20:03:35 UTC",
  "RemoteUrl": "https://github.com/teebusch/mifa",
  "RemoteRef": "HEAD",
  "RemoteSha": "8c87981278a8d3b91b5b4e87159e9f1dbe9e9d9d",
  "NeedsCompilation": "no",
  "Packaged": {
    "Date": "2026-06-04 07:21:22 UTC",
    "User": "root"
  },
  "Author": "Vahid Nassiri [aut],\nAnikó Lovik [aut],\nGeert Molenberghs [aut],\nGeert Verbeke [aut],\nTobias Busch [aut, cre] (ORCID:\n<https://orcid.org/0000-0002-8390-7892>)",
  "Maintainer": "Tobias Busch <teebusch@gmail.com>",
  "MD5sum": "30183b23ea1a92d9f2a2837c51b4740b",
  "_user": "teebusch",
  "_type": "src",
  "_file": "mifa_0.2.1.tar.gz",
  "_fileid": "25b6d0f56ed8cd9344dd8420a52544b802dde5a50bd06e0fa24e418bb699c095",
  "_filesize": 258808,
  "_sha256": "25b6d0f56ed8cd9344dd8420a52544b802dde5a50bd06e0fa24e418bb699c095",
  "_created": "2026-06-04T07:21:22.000Z",
  "_published": "2026-06-04T07:26:00.206Z",
  "_distro": "noble",
  "_jobs": [
    {
      "job": 79469514961,
      "time": 156,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "7405418345"
    },
    {
      "job": 79469514963,
      "time": 192,
      "config": "linux-release-x86_64",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7405428730"
    },
    {
      "job": 79469514974,
      "time": 194,
      "config": "macos-oldrel-arm64",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "7405433826"
    },
    {
      "job": 79469516859,
      "time": 151,
      "config": "macos-release-arm64",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7405435692"
    },
    {
      "job": 79469066792,
      "time": 192,
      "config": "source",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7405375196"
    },
    {
      "job": 79469514959,
      "time": 126,
      "config": "wasm-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7405410266"
    },
    {
      "job": 79469515027,
      "time": 102,
      "config": "windows-devel",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "7405403832"
    },
    {
      "job": 79469514991,
      "time": 98,
      "config": "windows-oldrel",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "7405402947"
    },
    {
      "job": 79469514967,
      "time": 86,
      "config": "windows-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7405399795"
    }
  ],
  "_buildurl": "https://github.com/r-universe/teebusch/actions/runs/26936997489",
  "_status": "success",
  "_host": "GitHub-Actions",
  "_upstream": "https://github.com/teebusch/mifa",
  "_commit": {
    "id": "8c87981278a8d3b91b5b4e87159e9f1dbe9e9d9d",
    "author": "Tobias Busch <teebusch@gmail.com>",
    "committer": "Tobias Busch <teebusch@gmail.com>",
    "message": "fix: update cran-comments.md before submission\n",
    "time": 1746907415
  },
  "_maintainer": {
    "name": "Tobias Busch",
    "email": "teebusch@gmail.com",
    "login": "teebusch",
    "linkedin": "in/tobias-busch",
    "description": "PhD in Biomedical science, R developer, web developer, UX Engineer",
    "uuid": 3391092,
    "orcid": "0000-0002-8390-7892"
  },
  "_registered": true,
  "_dependencies": [
    {
      "package": "stats",
      "role": "Imports"
    },
    {
      "package": "mice",
      "role": "Imports"
    },
    {
      "package": "dplyr",
      "role": "Imports"
    },
    {
      "package": "checkmate",
      "role": "Imports"
    },
    {
      "package": "psych",
      "role": "Suggests"
    },
    {
      "package": "testthat",
      "role": "Suggests"
    },
    {
      "package": "knitr",
      "role": "Suggests"
    },
    {
      "package": "rmarkdown",
      "role": "Suggests"
    },
    {
      "package": "ggplot2",
      "role": "Suggests"
    },
    {
      "package": "tidyr",
      "role": "Suggests"
    },
    {
      "package": "covr",
      "role": "Suggests"
    }
  ],
  "_owner": "teebusch",
  "_selfowned": true,
  "_usedby": 0,
  "_updates": [],
  "_tags": [],
  "_topics": [
    "factor-analysis",
    "imputation"
  ],
  "_stars": 2,
  "_contributors": [
    {
      "user": "teebusch",
      "count": 62,
      "uuid": 3391092
    },
    {
      "user": "vahidnassiri",
      "count": 1,
      "uuid": 43675437
    }
  ],
  "_userbio": {
    "uuid": 3391092,
    "type": "user",
    "name": "Tobias Busch",
    "description": "PhD in Biomedical science, R developer, web developer, UX Engineer"
  },
  "_downloads": {
    "count": 236,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/mifa"
  },
  "_devurl": "https://github.com/teebusch/mifa",
  "_searchresults": 5,
  "_rbuild": "4.6.0",
  "_assets": [
    "extra/citation.cff",
    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
    "extra/mifa.html",
    "extra/NEWS.html",
    "extra/NEWS.txt",
    "extra/readme.html",
    "extra/readme.md",
    "manual.pdf"
  ],
  "_homeurl": "https://github.com/teebusch/mifa",
  "_realowner": "teebusch",
  "_cranurl": true,
  "_releases": [
    {
      "version": "0.2.0",
      "date": "2021-01-22"
    },
    {
      "version": "0.2.1",
      "date": "2025-05-10"
    }
  ],
  "_exports": [
    "mifa",
    "mifa_ci_boot",
    "mifa_ci_fieller"
  ],
  "_help": [
    {
      "page": "mifa",
      "title": "Get covariance matrix of incomplete data using multiple imputation",
      "topics": [
        "mifa"
      ]
    },
    {
      "page": "mifa_ci_boot",
      "title": "Bootstrap confidence intervals for explained variance",
      "concept": [
        "mifa confidence intervals"
      ],
      "topics": [
        "mifa_ci_boot"
      ]
    },
    {
      "page": "mifa_ci_fieller",
      "title": "Fieller confidence intervals for explained variance",
      "concept": [
        "mifa confidence intervals"
      ],
      "topics": [
        "mifa_ci_fieller"
      ]
    }
  ],
  "_pkglogo": "https://github.com/teebusch/mifa/raw/HEAD/man/figures/logo.png",
  "_readme": "https://github.com/teebusch/mifa/raw/HEAD/README.md",
  "_rundeps": [
    "backports",
    "bit",
    "bit64",
    "boot",
    "broom",
    "checkmate",
    "cli",
    "clipr",
    "codetools",
    "cpp11",
    "crayon",
    "dplyr",
    "forcats",
    "foreach",
    "generics",
    "glmnet",
    "glue",
    "haven",
    "hms",
    "iterators",
    "jomo",
    "lattice",
    "lifecycle",
    "lme4",
    "magrittr",
    "MASS",
    "Matrix",
    "mice",
    "minqa",
    "mitml",
    "nlme",
    "nloptr",
    "nnet",
    "numDeriv",
    "ordinal",
    "pan",
    "pillar",
    "pkgconfig",
    "prettyunits",
    "progress",
    "purrr",
    "R6",
    "rbibutils",
    "Rcpp",
    "RcppEigen",
    "Rdpack",
    "readr",
    "reformulas",
    "rlang",
    "rpart",
    "shape",
    "stringi",
    "stringr",
    "survival",
    "tibble",
    "tidyr",
    "tidyselect",
    "tzdb",
    "ucminf",
    "utf8",
    "vctrs",
    "vroom",
    "withr"
  ],
  "_score": 3,
  "_indexed": true,
  "_nocasepkg": "mifa",
  "_universes": [
    "teebusch"
  ],
  "_binaries": [
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "0.2.1",
      "date": "2026-06-04T07:23:38.000Z",
      "distro": "noble",
      "commit": "8c87981278a8d3b91b5b4e87159e9f1dbe9e9d9d",
      "fileid": "183d1204fe446722d5667f7c389a38bed238aad8bdfcb6f7dc7af126f45d041c",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/teebusch/actions/runs/26936997489"
    },
    {
      "r": "4.6.0",
      "os": "linux",
      "version": "0.2.1",
      "date": "2026-06-04T07:24:17.000Z",
      "distro": "noble",
      "commit": "8c87981278a8d3b91b5b4e87159e9f1dbe9e9d9d",
      "fileid": "28850dfdaa4e78ad7773cc55409d91fabe61241a06d38e900f4a2de8e0b8bd7c",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/teebusch/actions/runs/26936997489"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "0.2.1",
      "date": "2026-06-04T07:24:42.000Z",
      "commit": "8c87981278a8d3b91b5b4e87159e9f1dbe9e9d9d",
      "fileid": "f41bd419d365b36dc1f63f98c87244f7a2f612ec073ecd697ea8209521759b17",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/teebusch/actions/runs/26936997489"
    },
    {
      "r": "4.6.0",
      "os": "mac",
      "version": "0.2.1",
      "date": "2026-06-04T07:24:51.000Z",
      "commit": "8c87981278a8d3b91b5b4e87159e9f1dbe9e9d9d",
      "fileid": "76d9a46309f1287b36a3ebdffca4104eb855aa163587b560ba6f144ed79013ab",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/teebusch/actions/runs/26936997489"
    },
    {
      "r": "4.6.0",
      "os": "wasm",
      "version": "0.2.1",
      "date": "2026-06-04T07:23:43.000Z",
      "commit": "8c87981278a8d3b91b5b4e87159e9f1dbe9e9d9d",
      "fileid": "36b97f451c6a37f663732fbf5a6bb58543985e30dea2321011a0a9990a1a8df1",
      "status": "success",
      "buildurl": "https://github.com/r-universe/teebusch/actions/runs/26936997489"
    },
    {
      "r": "4.7.0",
      "os": "win",
      "version": "0.2.1",
      "date": "2026-06-04T07:22:44.000Z",
      "commit": "8c87981278a8d3b91b5b4e87159e9f1dbe9e9d9d",
      "fileid": "6c8828db43d7605afaff7303bb09c02a334b09f093685a5c7ec2db051f57903e",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/teebusch/actions/runs/26936997489"
    },
    {
      "r": "4.5.3",
      "os": "win",
      "version": "0.2.1",
      "date": "2026-06-04T07:22:40.000Z",
      "commit": "8c87981278a8d3b91b5b4e87159e9f1dbe9e9d9d",
      "fileid": "38b3d217b35d209869d4cdd27abf5d1e6a329e066d2b72cd71aeb50d33917ed7",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/teebusch/actions/runs/26936997489"
    },
    {
      "r": "4.6.0",
      "os": "win",
      "version": "0.2.1",
      "date": "2026-06-04T07:22:30.000Z",
      "commit": "8c87981278a8d3b91b5b4e87159e9f1dbe9e9d9d",
      "fileid": "191030bb09cd84041d88b610e8c35602651675f8dd1757c070526d0ae588308a",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/teebusch/actions/runs/26936997489"
    }
  ]
}