{
  "_id": "6ac76c9ade46216d5edcfaee",
  "Package": "ImputeLongiCovs",
  "Type": "Package",
  "Title": "Longitudinal Imputation of Categorical Variables via a Joint\nTransition Model",
  "Version": "0.1.0",
  "Authors@R": "c(\nperson(\"Pavlos\", \"Mamouris\",role = c(\"aut\", \"cre\"), email = \"pavlos.k.mamouris@gmail.com\"),\nperson(\"Vahid\", \"Nassiri\",role = c(\"aut\", \"ctb\"), email= \"vahid.nassiri@openanalytics.eu\"),\nperson(\"Geert\", \"Molenberghs\",role = c(\"ctb\"), email= \"geert.molenberghs@uhasselt.be\"),\nperson(\"Geert\", \"Verbeke\",role = c(\"ctb\"), email= \"geert.verbeke@kuleuven.be\"))",
  "Description": "Imputation of longitudinal categorical covariates. We use\na methodological framework which ensures that the plausibility\nof transitions is preserved, overfitting and colinearity issues\nare resolved, and confounders can be utilized. See Mamouris\n(2023) <doi:10.1002/sim.9919> for an overview.",
  "License": "GPL-2",
  "Encoding": "UTF-8",
  "LazyData": "true",
  "RoxygenNote": "7.2.3",
  "VignetteBuilder": "knitr",
  "NeedsCompilation": "no",
  "Packaged": {
    "Date": "2026-10-08 09:27:56 UTC",
    "User": "root"
  },
  "Author": "Pavlos Mamouris [aut, cre], Vahid Nassiri [aut, ctb], Geert\nMolenberghs [ctb], Geert Verbeke [ctb]",
  "Maintainer": "Pavlos Mamouris <pavlos.k.mamouris@gmail.com>",
  "Repository": "https://pmamouris.r-universe.dev",
  "Date/Publication": "2023-10-06 18:32:29 UTC",
  "RemoteUrl": "https://github.com/cran/ImputeLongiCovs",
  "RemoteRef": "HEAD",
  "RemoteSha": "be25a6c63e894f640eeeab00178d08674eaa8db8",
  "_user": "pmamouris",
  "_type": "src",
  "_file": "ImputeLongiCovs_0.1.0.tar.gz",
  "_fileid": "https://r2.ropensci.org/093180e5b46c467296e2e9637883d645e44f7394cd2e429a4b908a0407734167",
  "_filesize": 302499,
  "_sha256": "093180e5b46c467296e2e9637883d645e44f7394cd2e429a4b908a0407734167",
  "_expires": "2027-01-16T10:12:40.000Z",
  "_created": "2026-10-08T09:27:56.000Z",
  "_published": "2026-10-08T10:12:42.132Z",
  "_buildurl": "https://github.com/r-universe/pmamouris/actions/runs/37756423724",
  "_status": "success",
  "_host": "GitHub-Actions",
  "_jobs": [
    {
      "job": 113243459758,
      "time": 106,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "NOTE",
      "artifact": "11539784804"
    },
    {
      "job": 113243459711,
      "time": 108,
      "config": "linux-release-x86_64",
      "r": "4.6.1",
      "check": "NOTE",
      "artifact": "11540501907"
    },
    {
      "job": 113243459764,
      "time": 176,
      "config": "macos-oldrel-arm64",
      "r": "4.5.3",
      "check": "NOTE",
      "artifact": "11542028838"
    },
    {
      "job": 113243459753,
      "time": 171,
      "config": "macos-release-arm64",
      "r": "4.6.1",
      "check": "NOTE",
      "artifact": "11542627245"
    },
    {
      "job": 113242156512,
      "time": 200,
      "config": "source",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "11540516616"
    },
    {
      "job": 113243459726,
      "time": 84,
      "config": "wasm-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "11540746360"
    },
    {
      "job": 113243459638,
      "time": 52,
      "config": "windows-devel-x86_64",
      "r": "4.7.0",
      "check": "NOTE",
      "artifact": "11540621073"
    },
    {
      "job": 113243459744,
      "time": 85,
      "config": "windows-oldrel-x86_64",
      "r": "4.5.3",
      "check": "NOTE",
      "artifact": "11540316793"
    },
    {
      "job": 113243459819,
      "time": 61,
      "config": "windows-release-x86_64",
      "r": "4.6.1",
      "check": "NOTE",
      "artifact": "11539749746"
    }
  ],
  "_upstream": "https://github.com/cran/ImputeLongiCovs",
  "_commit": {
    "id": "be25a6c63e894f640eeeab00178d08674eaa8db8",
    "author": "Pavlos Mamouris <pavlos.k.mamouris@gmail.com>",
    "committer": "cran-robot <csardi.gabor+cran@gmail.com>",
    "message": "version 0.1.0\n",
    "time": 1696617149
  },
  "_maintainer": {
    "name": "Pavlos Mamouris",
    "email": "pavlos.k.mamouris@gmail.com",
    "login": "pmamouris",
    "description": "",
    "uuid": 64078779
  },
  "_distro": "resolute",
  "_registered": true,
  "_dependencies": [
    {
      "package": "R",
      "version": ">= 3.4.4",
      "role": "Depends"
    },
    {
      "package": "nnet",
      "role": "Imports"
    },
    {
      "package": "stats",
      "role": "Imports"
    },
    {
      "package": "knitr",
      "role": "Suggests"
    },
    {
      "package": "rmarkdown",
      "role": "Suggests"
    }
  ],
  "_owner": "cran",
  "_selfowned": true,
  "_usedby": 0,
  "_updates": [],
  "_tags": [],
  "_stars": 0,
  "_contributors": [
    {
      "user": "pmamouris",
      "count": 1,
      "uuid": 64078779
    }
  ],
  "_userbio": {
    "uuid": 64078779,
    "type": "user",
    "name": "Pavlos Mamouris",
    "followers": 1
  },
  "_downloads": {
    "count": 256,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/ImputeLongiCovs"
  },
  "_searchresults": 0,
  "_rbuild": "4.6.1",
  "_assets": [
    "extra/citation.cff",
    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
    "extra/ImputeLongiCovs.html",
    "extra/manual.pdf"
  ],
  "_realowner": "pmamouris",
  "_cranurl": false,
  "_releases": [
    {
      "version": "0.1.0",
      "date": "2023-10-06"
    }
  ],
  "_exports": [
    "create_probMatrix",
    "impute_categorical_covariates"
  ],
  "_datasets": [
    {
      "name": "analyses_data",
      "title": "Analyses Data for imputing categorical covariates",
      "object": "analyses_data",
      "class": [
        "data.frame"
      ],
      "fields": [
        "patient_id",
        "tran_Year",
        "transition_year",
        "state_from",
        "state_to",
        "prob_matrix",
        "cardio_state_to",
        "cardio_state_from",
        "flu_vaccination_state_from",
        "flu_vaccination_state_to"
      ],
      "rows": 2000,
      "table": true,
      "tojson": true
    },
    {
      "name": "initial_data",
      "title": "Initial Data for imputing categorical covariates",
      "object": "initial_data",
      "class": [
        "data.frame"
      ],
      "fields": [
        "patient_id",
        "tran_Year",
        "transition_year",
        "state_from",
        "state_to",
        "cardio_state_to",
        "cardio_state_from",
        "flu_vaccination_state_from",
        "flu_vaccination_state_to"
      ],
      "rows": 2000,
      "table": true,
      "tojson": true
    }
  ],
  "_help": [
    {
      "page": "analyses_data",
      "title": "Analyses Data for imputing categorical covariates",
      "topics": [
        "analyses_data"
      ]
    },
    {
      "page": "create_probMatrix",
      "title": "create_probMatrix",
      "topics": [
        "create_probMatrix"
      ]
    },
    {
      "page": "impute_categorical_covariates",
      "title": "impute_categorical_covariates",
      "topics": [
        "impute_categorical_covariates"
      ]
    },
    {
      "page": "initial_data",
      "title": "Initial Data for imputing categorical covariates",
      "topics": [
        "initial_data"
      ]
    }
  ],
  "_rundeps": [
    "nnet"
  ],
  "_vignettes": [
    {
      "source": "vignette_theory.Rmd",
      "filename": "vignette_theory.html",
      "title": "Impute longitudinal categorical covariates in R using the ImputeLongiCovs package",
      "author": "Pavlos Mamouris, Vahid Nassiri",
      "engine": "knitr::rmarkdown",
      "headings": [
        "1. Introduction",
        "2. Setup",
        "Install and load the ImputeLongiCovs package",
        "3. Datasets",
        "Intego registry",
        "initial_data dataset",
        "analyses_data dataset",
        "4. Data pre-processing",
        "5. Imputation stage",
        "6. Extensions and Summary"
      ],
      "created": "2023-10-06 18:32:29",
      "modified": "2023-10-06 18:32:29",
      "commits": 1
    }
  ],
  "_score": 2,
  "_indexed": true,
  "_nocasepkg": "imputelongicovs",
  "_universes": [
    "pmamouris"
  ],
  "_binaries": [
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "0.1.0",
      "date": "2026-10-08T09:29:41.000Z",
      "distro": "resolute",
      "commit": "be25a6c63e894f640eeeab00178d08674eaa8db8",
      "fileid": "https://r2.ropensci.org/233c459e1a45173db069130923f59a7097744d6875da84a0d5f53c10db908eab",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/pmamouris/actions/runs/37756423724"
    },
    {
      "r": "4.6.1",
      "os": "linux",
      "version": "0.1.0",
      "date": "2026-10-08T09:29:50.000Z",
      "distro": "resolute",
      "commit": "be25a6c63e894f640eeeab00178d08674eaa8db8",
      "fileid": "https://r2.ropensci.org/436e3ad08f73dcf32cf5bd69904ab92e75da282e5015be14155f75da1da1d60c",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/pmamouris/actions/runs/37756423724"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "0.1.0",
      "date": "2026-10-08T10:11:32.000Z",
      "commit": "be25a6c63e894f640eeeab00178d08674eaa8db8",
      "fileid": "https://r2.ropensci.org/8a9718235f021f3c2e47c90b81b0dd369e64647f39a7b1013ef8cc524f1c50b1",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/pmamouris/actions/runs/37756423724"
    },
    {
      "r": "4.6.1",
      "os": "mac",
      "version": "0.1.0",
      "date": "2026-10-08T10:11:22.000Z",
      "commit": "be25a6c63e894f640eeeab00178d08674eaa8db8",
      "fileid": "https://r2.ropensci.org/1511ebda3828d8ac59bf095d2816879e712ff6486a3777031b7d9ee5190f5cce",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/pmamouris/actions/runs/37756423724"
    },
    {
      "r": "4.6.0",
      "os": "wasm",
      "version": "0.1.0",
      "date": "2026-10-08T09:29:39.000Z",
      "commit": "be25a6c63e894f640eeeab00178d08674eaa8db8",
      "fileid": "https://r2.ropensci.org/54d9242e6b5eff1dfbc9ea36a23ca8c6421607f23d8838e72a96950e08e62f01",
      "status": "success",
      "buildurl": "https://github.com/r-universe/pmamouris/actions/runs/37756423724"
    },
    {
      "r": "4.7.0",
      "os": "win",
      "version": "0.1.0",
      "date": "2026-10-08T09:28:51.000Z",
      "commit": "be25a6c63e894f640eeeab00178d08674eaa8db8",
      "fileid": "https://r2.ropensci.org/48bcae555dee54d245ca65dd8f1cc8ba68903d6d7e333a7f596411692c4a360d",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/pmamouris/actions/runs/37756423724"
    },
    {
      "r": "4.5.3",
      "os": "win",
      "version": "0.1.0",
      "date": "2026-10-08T09:29:19.000Z",
      "commit": "be25a6c63e894f640eeeab00178d08674eaa8db8",
      "fileid": "https://r2.ropensci.org/44c10c3f3199f70529710b4c6bc3dca27ec376beee0401485de14a437cc71ba6",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/pmamouris/actions/runs/37756423724"
    },
    {
      "r": "4.6.1",
      "os": "win",
      "version": "0.1.0",
      "date": "2026-10-08T09:28:53.000Z",
      "commit": "be25a6c63e894f640eeeab00178d08674eaa8db8",
      "fileid": "https://r2.ropensci.org/d975685b868721a3237ffa2dabba6afc99edf6a2ef5c6113f399238bd393a442",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/pmamouris/actions/runs/37756423724"
    }
  ]
}