{
  "_id": "6ae313783d0f299392dd0b80",
  "Package": "mdmb",
  "Type": "Package",
  "Title": "Model Based Treatment of Missing Data",
  "Version": "1.9-22",
  "Date": "2024-07-15 17:26:54",
  "Author": "Alexander Robitzsch [aut, cre], Oliver Luedtke [aut]",
  "Maintainer": "Alexander Robitzsch <robitzsch@ipn.uni-kiel.de>",
  "Description": "Contains model-based treatment of missing data for\nregression models with missing values in covariates or the\ndependent variable using maximum likelihood or Bayesian\nestimation (Ibrahim et al., 2005;\n<doi:10.1198/016214504000001844>; Luedtke, Robitzsch, & West,\n2020a, 2020b;\n<doi:10.1080/00273171.2019.1640104><doi:10.1037/met0000233>).\nThe regression model can be nonlinear (e.g., interaction\neffects, quadratic effects or B-spline functions). Multilevel\nmodels with missing data in predictors are available for\nBayesian estimation. Substantive-model compatible multiple\nimputation can be also conducted.",
  "URL": "https://github.com/alexanderrobitzsch/mdmb,\nhttps://sites.google.com/site/alexanderrobitzsch2/software",
  "License": "GPL (>= 2)",
  "NeedsCompilation": "yes",
  "Packaged": {
    "Date": "2026-10-29 09:29:54 UTC",
    "User": "root"
  },
  "Repository": "https://cran.r-universe.dev",
  "Date/Publication": "2024-07-16 02:46:07 UTC",
  "RemoteUrl": "https://github.com/cran/mdmb",
  "RemoteRef": "HEAD",
  "RemoteSha": "5d2dada2e474ca8407975b630fafd5f084023eb7",
  "_user": "cran",
  "_type": "src",
  "_file": "mdmb_1.9-22.tar.gz",
  "_fileid": "https://r2.ropensci.org/6966c72af9cd47c66e0d4e228ff5e075f51e530a6c5e1a9995519c57189a180d",
  "_filesize": 408433,
  "_sha256": "6966c72af9cd47c66e0d4e228ff5e075f51e530a6c5e1a9995519c57189a180d",
  "_expires": "2027-02-06T09:35:50.000Z",
  "_created": "2026-10-29T09:29:54.000Z",
  "_published": "2026-10-29T09:35:52.376Z",
  "_upstream": "https://github.com/cran/mdmb",
  "_status": "success",
  "_maintainer": {
    "name": "Alexander Robitzsch",
    "email": "robitzsch@ipn.uni-kiel.de",
    "login": "alexanderrobitzsch",
    "description": "",
    "uuid": 29673763
  },
  "_jobs": [
    {
      "job": 123367517808,
      "time": 143,
      "config": "linux-devel-arm64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "12885849801"
    },
    {
      "job": 123367517571,
      "time": 185,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "12886403920"
    },
    {
      "job": 123367517546,
      "time": 140,
      "config": "linux-release-arm64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "12887201626"
    },
    {
      "job": 123367517573,
      "time": 205,
      "config": "linux-release-x86_64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "12886009213"
    },
    {
      "job": 123365717137,
      "time": 244,
      "config": "source",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "12885984065"
    },
    {
      "job": 123367517396,
      "time": 143,
      "config": "wasm-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "12885759935"
    },
    {
      "job": 123367517506,
      "time": 257,
      "config": "windows-devel-arm64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "12887206732"
    },
    {
      "job": 123367517632,
      "time": 222,
      "config": "windows-devel-x86_64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "12887260829"
    },
    {
      "job": 123367517668,
      "time": 283,
      "config": "windows-release-arm64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "12886183903"
    },
    {
      "job": 123367517757,
      "time": 168,
      "config": "windows-release-x86_64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "12886657713"
    }
  ],
  "_buildurl": "https://github.com/r-universe/cran/actions/runs/40849618747",
  "_commit": {
    "id": "5d2dada2e474ca8407975b630fafd5f084023eb7",
    "author": "Alexander Robitzsch <robitzsch@ipn.uni-kiel.de>",
    "committer": "cran-robot <csardi.gabor+cran@gmail.com>",
    "message": "version 1.9-22\n",
    "time": 1721097967
  },
  "_distro": "resolute",
  "_host": "GitHub-Actions",
  "_registered": true,
  "_dependencies": [
    {
      "package": "R",
      "version": ">= 3.1",
      "role": "Depends"
    },
    {
      "package": "miceadds",
      "role": "LinkingTo"
    },
    {
      "package": "Rcpp",
      "role": "LinkingTo"
    },
    {
      "package": "RcppArmadillo",
      "role": "LinkingTo"
    },
    {
      "package": "CDM",
      "role": "Imports"
    },
    {
      "package": "coda",
      "role": "Imports"
    },
    {
      "package": "graphics",
      "role": "Imports"
    },
    {
      "package": "miceadds",
      "version": ">= 3.2-23",
      "role": "Imports"
    },
    {
      "package": "Rcpp",
      "role": "Imports"
    },
    {
      "package": "sirt",
      "role": "Imports"
    },
    {
      "package": "stats",
      "role": "Imports"
    },
    {
      "package": "utils",
      "role": "Imports"
    },
    {
      "package": "MASS",
      "role": "Suggests"
    },
    {
      "package": "JointAI",
      "role": "Enhances"
    },
    {
      "package": "jomo",
      "role": "Enhances"
    },
    {
      "package": "mice",
      "role": "Enhances"
    },
    {
      "package": "smcfcs",
      "role": "Enhances"
    }
  ],
  "_owner": "cran",
  "_selfowned": false,
  "_usedby": 0,
  "_updates": [],
  "_tags": [],
  "_stars": 0,
  "_contributors": [
    {
      "user": "alexanderrobitzsch",
      "count": 21,
      "uuid": 29673763
    }
  ],
  "_userbio": {
    "uuid": 6899542,
    "type": "organization",
    "name": "cran",
    "followers": 634,
    "description": "Unofficial read-only mirror of all CRAN R packages"
  },
  "_downloads": {
    "count": 2089,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/mdmb"
  },
  "_devurl": "https://github.com/alexanderrobitzsch/mdmb",
  "_searchresults": 31,
  "_topics": [
    "openblas",
    "cpp"
  ],
  "_rbuild": "4.6.1",
  "_assets": [
    "extra/citation.cff",
    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
    "extra/manual.pdf",
    "extra/mdmb.html",
    "extra/NEWS.html",
    "extra/NEWS.txt",
    "extra/readme.html",
    "extra/readme.md"
  ],
  "_homeurl": "https://github.com/alexanderrobitzsch/mdmb",
  "_realowner": "alexanderrobitzsch",
  "_cranurl": false,
  "_releases": [
    {
      "version": "0.1-0",
      "date": "2017-01-26"
    },
    {
      "version": "0.2-0",
      "date": "2017-02-07"
    },
    {
      "version": "0.3-11",
      "date": "2017-07-12"
    },
    {
      "version": "0.4-15",
      "date": "2017-08-20"
    },
    {
      "version": "0.5-27",
      "date": "2018-01-22"
    },
    {
      "version": "0.6-17",
      "date": "2018-02-16"
    },
    {
      "version": "0.7-19",
      "date": "2018-04-24"
    },
    {
      "version": "0.8-47",
      "date": "2018-07-09"
    },
    {
      "version": "0.9-43",
      "date": "2018-08-08"
    },
    {
      "version": "0.10-13",
      "date": "2018-09-12"
    },
    {
      "version": "0.11-7",
      "date": "2018-10-16"
    },
    {
      "version": "1.0-18",
      "date": "2018-11-06"
    },
    {
      "version": "1.1-51",
      "date": "2019-01-07"
    },
    {
      "version": "1.2-4",
      "date": "2019-01-11"
    },
    {
      "version": "1.3-18",
      "date": "2019-04-16"
    },
    {
      "version": "1.4-12",
      "date": "2020-05-12"
    },
    {
      "version": "1.5-8",
      "date": "2021-01-21"
    },
    {
      "version": "1.6-5",
      "date": "2022-05-17"
    },
    {
      "version": "1.7-22",
      "date": "2023-02-17"
    },
    {
      "version": "1.8-7",
      "date": "2023-02-28"
    },
    {
      "version": "1.9-22",
      "date": "2024-07-15"
    }
  ],
  "_exports": [
    "bc_antitrafo",
    "bc_trafo",
    "bct_regression",
    "dbct_scaled",
    "doprobit",
    "dt_scaled",
    "dyjt_scaled",
    "eval_prior_list",
    "eval_prior_list_sumlog",
    "fit_bct_scaled",
    "fit_oprobit",
    "fit_t_scaled",
    "fit_yjt_scaled",
    "frm_em",
    "frm_fb",
    "frm2datlist",
    "logistic_regression",
    "offset_values_extract",
    "oprobit_regression",
    "rbct_scaled",
    "remove_NA_data_frame",
    "rt_scaled",
    "ryjt_scaled",
    "yj_antitrafo",
    "yj_trafo",
    "yjt_regression"
  ],
  "_datasets": [
    {
      "name": "data.mb01",
      "title": "Example Datasets for 'mdmb' Package",
      "object": "data.mb01",
      "file": "data.mb01.rda",
      "class": [
        "list"
      ],
      "fields": [],
      "table": true,
      "tojson": true
    },
    {
      "name": "data.mb02",
      "title": "Example Datasets for 'mdmb' Package",
      "object": "data.mb02",
      "file": "data.mb02.rda",
      "class": [
        "list"
      ],
      "fields": [],
      "table": true,
      "tojson": true
    },
    {
      "name": "data.mb03",
      "title": "Example Datasets for 'mdmb' Package",
      "object": "data.mb03",
      "file": "data.mb03.rda",
      "class": [
        "data.frame"
      ],
      "fields": [
        "x",
        "z",
        "y"
      ],
      "rows": 74,
      "table": true,
      "tojson": true
    },
    {
      "name": "data.mb04",
      "title": "Example Datasets for 'mdmb' Package",
      "object": "data.mb04",
      "file": "data.mb04.rda",
      "class": [
        "data.frame"
      ],
      "fields": [
        "idcluster",
        "x",
        "w",
        "y"
      ],
      "rows": 500,
      "table": true,
      "tojson": true
    },
    {
      "name": "data.mb05",
      "title": "Example Datasets for 'mdmb' Package",
      "object": "data.mb05",
      "file": "data.mb05.rda",
      "class": [
        "data.frame"
      ],
      "fields": [
        "idschool",
        "idstud",
        "female",
        "books",
        "hisced",
        "hisei",
        "hisei10",
        "native",
        "ANCINTMAT",
        "MATHEFF",
        "READ",
        "MATH",
        "W_FSTUWT"
      ],
      "rows": 5001,
      "table": true,
      "tojson": true
    }
  ],
  "_help": [
    {
      "page": "mdmb-package",
      "title": "Model Based Treatment of Missing Data",
      "topics": [
        "mdmb-package",
        "mdmb"
      ]
    },
    {
      "page": "data.mb",
      "title": "Example Datasets for 'mdmb' Package",
      "topics": [
        "data.mb",
        "data.mb01",
        "data.mb02",
        "data.mb03",
        "data.mb04",
        "data.mb05"
      ]
    },
    {
      "page": "eval_prior_list",
      "title": "Evaluates Several Prior Distributions",
      "topics": [
        "eval_prior_list",
        "eval_prior_list_sumlog"
      ]
    },
    {
      "page": "frm",
      "title": "Factored Regression Model: Generalized Linear Regression Model with Missing Covariates",
      "topics": [
        "coef.frm_em",
        "coef.frm_fb",
        "frm",
        "frm2datlist",
        "frm_em",
        "frm_fb",
        "logLik.frm_em",
        "plot.frm_fb",
        "summary.frm_em",
        "summary.frm_fb",
        "vcov.frm_em",
        "vcov.frm_fb"
      ]
    },
    {
      "page": "mdmb_regression",
      "title": "Several Regression Models with Prior Distributions and Sampling Weights",
      "topics": [
        "bct_regression",
        "coef.bct_regression",
        "coef.logistic_regression",
        "coef.oprobit_regression",
        "coef.yjt_regression",
        "logistic_regression",
        "logLik.bct_regression",
        "logLik.logistic_regression",
        "logLik.oprobit_regression",
        "logLik.yjt_regression",
        "oprobit_regression",
        "predict.bct_regression",
        "predict.logistic_regression",
        "predict.oprobit_regression",
        "predict.yjt_regression",
        "summary.bct_regression",
        "summary.logistic_regression",
        "summary.oprobit_regression",
        "summary.yjt_regression",
        "vcov.bct_regression",
        "vcov.logistic_regression",
        "vcov.oprobit_regression",
        "vcov.yjt_regression",
        "yjt_regression"
      ]
    },
    {
      "page": "offset_values_extract",
      "title": "Extracts Offset Values",
      "topics": [
        "offset_values_extract"
      ]
    },
    {
      "page": "oprobit_dist",
      "title": "Ordinal Probit Models",
      "topics": [
        "coef.fit_oprobit",
        "doprobit",
        "fit_oprobit",
        "logLik.fit_oprobit",
        "oprobit_dist",
        "summary.fit_oprobit",
        "vcov.fit_oprobit"
      ]
    },
    {
      "page": "remove_NA_data_frame",
      "title": "Removes Rows with Some Missing Entries in a Data Frame",
      "topics": [
        "remove_NA_data_frame"
      ]
    },
    {
      "page": "yjt_dist",
      "title": "Scaled t Distribution with Yeo-Johnson and Box-Cox Transformations",
      "topics": [
        "bc_antitrafo",
        "bc_trafo",
        "coef.fit_bct_scaled",
        "coef.fit_t_scaled",
        "coef.fit_yjt_scaled",
        "dbct_scaled",
        "dt_scaled",
        "dyjt_scaled",
        "fit_bct_scaled",
        "fit_t_scaled",
        "fit_yjt_scaled",
        "logLik.fit_bct_scaled",
        "logLik.fit_t_scaled",
        "logLik.fit_yjt_scaled",
        "rbct_scaled",
        "rt_scaled",
        "ryjt_scaled",
        "summary.fit_bct_scaled",
        "summary.fit_t_scaled",
        "summary.fit_yjt_scaled",
        "vcov.fit_bct_scaled",
        "vcov.fit_t_scaled",
        "vcov.fit_yjt_scaled",
        "yjt_dist",
        "yj_antitrafo",
        "yj_trafo"
      ]
    }
  ],
  "_readme": "https://github.com/cran/mdmb/raw/HEAD/README.md",
  "_rundeps": [
    "admisc",
    "backports",
    "bit",
    "bit64",
    "boot",
    "broom",
    "CDM",
    "cli",
    "clipr",
    "coda",
    "codetools",
    "cpp11",
    "crayon",
    "DBI",
    "dplyr",
    "forcats",
    "foreach",
    "generics",
    "glmnet",
    "glue",
    "haven",
    "hms",
    "iterators",
    "jomo",
    "lattice",
    "lifecycle",
    "lme4",
    "magrittr",
    "MASS",
    "Matrix",
    "mice",
    "miceadds",
    "minqa",
    "mitml",
    "mitools",
    "mvtnorm",
    "nlme",
    "nloptr",
    "nnet",
    "numDeriv",
    "ordinal",
    "pan",
    "pbapply",
    "pbv",
    "pillar",
    "pkgconfig",
    "polycor",
    "prettyunits",
    "progress",
    "purrr",
    "R6",
    "rbibutils",
    "Rcpp",
    "RcppArmadillo",
    "RcppEigen",
    "Rdpack",
    "readr",
    "reformulas",
    "rlang",
    "rpart",
    "shape",
    "sirt",
    "stringi",
    "stringr",
    "survival",
    "TAM",
    "tibble",
    "tidyr",
    "tidyselect",
    "tzdb",
    "ucminf",
    "utf8",
    "vctrs",
    "vroom",
    "withr"
  ],
  "_sysdeps": [
    {
      "shlib": "liblapack",
      "package": "libopenblas0-pthread",
      "source": "openblas",
      "version": "0.3.32+ds-5",
      "name": "openblas",
      "homepage": "https://www.openblas.net/",
      "description": "Optimized BLAS (linear algebra) library (shared lib, pthread)"
    },
    {
      "shlib": "libblas",
      "package": "libopenblas0-pthread",
      "source": "openblas",
      "version": "0.3.32+ds-5",
      "name": "openblas",
      "homepage": "https://www.openblas.net/",
      "description": "Optimized BLAS (linear algebra) library (shared lib, pthread)"
    },
    {
      "shlib": "libstdc++",
      "package": "libstdc++6",
      "source": "gcc",
      "version": "16-20260322-1ubuntu1",
      "name": "c++",
      "homepage": "http://gcc.gnu.org/",
      "description": "GNU Standard C++ Library v3"
    }
  ],
  "_score": 2.5102701381506,
  "_indexed": false,
  "_nocasepkg": "mdmb",
  "_universes": [
    "cran"
  ],
  "_indexurl": "https://alexanderrobitzsch.r-universe.dev/mdmb",
  "_binaries": [
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "1.9-22",
      "date": "2026-10-29T09:32:13.000Z",
      "distro": "resolute",
      "arch": "aarch64",
      "commit": "5d2dada2e474ca8407975b630fafd5f084023eb7",
      "fileid": "https://r2.ropensci.org/4ba7d2e9557f203cef002bc286157ac3299e5c88a840dabceca77cfddc035a09",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/cran/actions/runs/40849618747"
    },
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "1.9-22",
      "date": "2026-10-29T09:32:39.000Z",
      "distro": "resolute",
      "arch": "x86_64",
      "commit": "5d2dada2e474ca8407975b630fafd5f084023eb7",
      "fileid": "https://r2.ropensci.org/2e1aabea32836115c374bb555a1f766eb32d7c0844b85a370dd4162d99f94229",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/cran/actions/runs/40849618747"
    },
    {
      "r": "4.6.1",
      "os": "linux",
      "version": "1.9-22",
      "date": "2026-10-29T09:32:12.000Z",
      "distro": "resolute",
      "arch": "aarch64",
      "commit": "5d2dada2e474ca8407975b630fafd5f084023eb7",
      "fileid": "https://r2.ropensci.org/0fb90bfc25b243fec7319b15a50590d29c3c72fbd1032afa0dc7e214ea3f4fc9",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/cran/actions/runs/40849618747"
    },
    {
      "r": "4.6.1",
      "os": "linux",
      "version": "1.9-22",
      "date": "2026-10-29T09:33:02.000Z",
      "distro": "resolute",
      "arch": "x86_64",
      "commit": "5d2dada2e474ca8407975b630fafd5f084023eb7",
      "fileid": "https://r2.ropensci.org/4d64b979773115cae207b483a854d02e3e76acc271e66d34d722c2a63263bbfb",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/cran/actions/runs/40849618747"
    },
    {
      "r": "4.6.0",
      "os": "wasm",
      "version": "1.9-22",
      "date": "2026-10-29T09:32:46.000Z",
      "arch": "emscripten",
      "commit": "5d2dada2e474ca8407975b630fafd5f084023eb7",
      "fileid": "https://r2.ropensci.org/4573a3cec63cc1545c992f3f0ca4681388416442f0b39c8d6e90219df392cce5",
      "status": "success",
      "buildurl": "https://github.com/r-universe/cran/actions/runs/40849618747"
    },
    {
      "r": "4.7.0",
      "os": "win",
      "version": "1.9-22",
      "date": "2026-10-29T09:33:30.000Z",
      "arch": "aarch64",
      "commit": "5d2dada2e474ca8407975b630fafd5f084023eb7",
      "fileid": "https://r2.ropensci.org/d60b42058f3ea18db661b7d3e893e535dba43231c12307af1061db2118f9ae28",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/cran/actions/runs/40849618747"
    },
    {
      "r": "4.7.0",
      "os": "win",
      "version": "1.9-22",
      "date": "2026-10-29T09:31:50.000Z",
      "arch": "x86_64",
      "commit": "5d2dada2e474ca8407975b630fafd5f084023eb7",
      "fileid": "https://r2.ropensci.org/d78732a6cea3225696bd2c687aefa91e2cd5b78fab21d99c7738f7e582493443",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/cran/actions/runs/40849618747"
    },
    {
      "r": "4.6.1",
      "os": "win",
      "version": "1.9-22",
      "date": "2026-10-29T09:34:01.000Z",
      "arch": "aarch64",
      "commit": "5d2dada2e474ca8407975b630fafd5f084023eb7",
      "fileid": "https://r2.ropensci.org/6a697c9c04f03204a620e57089c058311572cc451ad9f3a3959fcb866c173512",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/cran/actions/runs/40849618747"
    },
    {
      "r": "4.6.1",
      "os": "win",
      "version": "1.9-22",
      "date": "2026-10-29T09:31:42.000Z",
      "arch": "x86_64",
      "commit": "5d2dada2e474ca8407975b630fafd5f084023eb7",
      "fileid": "https://r2.ropensci.org/ccb72b0627138d045307d9aba8775fe2ee5db4ce030a2a6e78b9687e906e16a8",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/cran/actions/runs/40849618747"
    }
  ]
}