{
  "_id": "6a23d286530b9bc726be3a98",
  "Package": "opImputation",
  "Type": "Package",
  "Title": "Optimal Selection of Imputation Methods for Pain-Related\nNumerical Data",
  "Version": "0.6",
  "Description": "A model-agnostic framework for selecting dataset-specific\nimputation methods for missing values in numerical data related\nto pain. Lotsch J, Ultsch A (2025) \"A model-agnostic framework\nfor dataset-specific selection of missing value imputation\nmethods in pain-related numerical data\" Canadian Journal of\nPain (in minor revision).",
  "LazyData": "true",
  "License": "GPL-3",
  "URL": "https://github.com/JornLotsch/opImputation",
  "Encoding": "UTF-8",
  "Authors@R": "c(person(given = \"Jorn\",\nfamily = \"Lotsch\",\nrole = c(\"aut\", \"cre\"),\nemail = \"j.lotsch@em.uni-frankfurt.de\",\ncomment = c(ORCID = \"0000-0002-5818-6958\")),\nperson(given = \"Alfred\",\nfamily = \"Ultsch\",\nrole = \"aut\",\ncomment = c(ORCID = \"0000-0002-7845-3283\")))",
  "Date": "2025-11-04",
  "Config/pak/sysreqs": "cmake make libicu-dev libuv1-dev libssl-dev\nlibx11-dev zlib1g-dev",
  "Repository": "https://jornlotsch.r-universe.dev",
  "Date/Publication": "2025-11-08 06:26:54 UTC",
  "RemoteUrl": "https://github.com/jornlotsch/opimputation",
  "RemoteRef": "HEAD",
  "RemoteSha": "ed9e3d49ce137ee20ef476893f3fe1744671a611",
  "NeedsCompilation": "no",
  "Packaged": {
    "Date": "2026-06-06 07:51:27 UTC",
    "User": "root"
  },
  "Author": "Jorn Lotsch [aut, cre] (ORCID: <https://orcid.org/0000-0002-5818-6958>),\nAlfred Ultsch [aut] (ORCID: <https://orcid.org/0000-0002-7845-3283>)",
  "Maintainer": "Jorn Lotsch <j.lotsch@em.uni-frankfurt.de>",
  "MD5sum": "f7d1cd091d55c8e44ed49d82b46000a0",
  "_user": "jornlotsch",
  "_type": "src",
  "_file": "opImputation_0.6.tar.gz",
  "_fileid": "5b40436c4548d545f67e77e18edb7826852b4fbc8a223b2ba66775cd0eb5ab6b",
  "_filesize": 181018,
  "_sha256": "5b40436c4548d545f67e77e18edb7826852b4fbc8a223b2ba66775cd0eb5ab6b",
  "_created": "2026-06-06T07:51:27.000Z",
  "_published": "2026-06-06T07:55:50.969Z",
  "_distro": "noble",
  "_jobs": [
    {
      "job": 79862332317,
      "time": 225,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "7452622494"
    },
    {
      "job": 79862332321,
      "time": 225,
      "config": "linux-release-x86_64",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7452622514"
    },
    {
      "job": 79862332320,
      "time": 191,
      "config": "macos-oldrel-arm64",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "7452616091"
    },
    {
      "job": 79862332318,
      "time": 178,
      "config": "macos-release-arm64",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7452613898"
    },
    {
      "job": 79862121699,
      "time": 243,
      "config": "source",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7452596276"
    },
    {
      "job": 79862332319,
      "time": 147,
      "config": "wasm-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7452613430"
    },
    {
      "job": 79862332322,
      "time": 159,
      "config": "windows-devel",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "7452614690"
    },
    {
      "job": 79862332313,
      "time": 148,
      "config": "windows-oldrel",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "7452613564"
    },
    {
      "job": 79862332325,
      "time": 151,
      "config": "windows-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7452613785"
    }
  ],
  "_buildurl": "https://github.com/r-universe/jornlotsch/actions/runs/27056614038",
  "_status": "success",
  "_host": "GitHub-Actions",
  "_upstream": "https://github.com/jornlotsch/opimputation",
  "_commit": {
    "id": "ed9e3d49ce137ee20ef476893f3fe1744671a611",
    "author": "Jörn Lötsch <jloetsch@rz.uni-frankfurt.de>",
    "committer": "Jörn Lötsch <jloetsch@rz.uni-frankfurt.de>",
    "message": "CRAN address added\n",
    "time": 1762583214
  },
  "_maintainer": {
    "name": "Jorn Lotsch",
    "email": "j.lotsch@em.uni-frankfurt.de",
    "orcid": "0000-0002-5818-6958"
  },
  "_registered": true,
  "_dependencies": [
    {
      "package": "R",
      "version": ">= 3.5.0",
      "role": "Depends"
    },
    {
      "package": "parallel",
      "role": "Imports"
    },
    {
      "package": "Rfit",
      "role": "Imports"
    },
    {
      "package": "methods",
      "role": "Imports"
    },
    {
      "package": "stats",
      "role": "Imports"
    },
    {
      "package": "caret",
      "role": "Imports"
    },
    {
      "package": "ABCanalysis",
      "role": "Imports"
    },
    {
      "package": "ggplot2",
      "role": "Imports"
    },
    {
      "package": "future",
      "role": "Imports"
    },
    {
      "package": "future.apply",
      "role": "Imports"
    },
    {
      "package": "progressr",
      "role": "Imports"
    },
    {
      "package": "missForest",
      "role": "Imports"
    },
    {
      "package": "utils",
      "role": "Imports"
    },
    {
      "package": "mice",
      "role": "Imports"
    },
    {
      "package": "miceRanger",
      "role": "Imports"
    },
    {
      "package": "multiUS",
      "role": "Imports"
    },
    {
      "package": "Amelia",
      "role": "Imports"
    },
    {
      "package": "mi",
      "role": "Imports"
    },
    {
      "package": "reshape2",
      "role": "Imports"
    },
    {
      "package": "DataVisualizations",
      "role": "Imports"
    },
    {
      "package": "abind",
      "role": "Imports"
    },
    {
      "package": "cowplot",
      "role": "Imports"
    },
    {
      "package": "twosamples",
      "role": "Imports"
    },
    {
      "package": "ggh4x",
      "role": "Imports"
    },
    {
      "package": "ggrepel",
      "role": "Imports"
    },
    {
      "package": "tools",
      "role": "Imports"
    },
    {
      "package": "testthat",
      "version": ">= 3.0.0",
      "role": "Suggests"
    }
  ],
  "_owner": "jornlotsch",
  "_selfowned": true,
  "_usedby": 0,
  "_updates": [
    {
      "week": "2025-42",
      "n": 3
    },
    {
      "week": "2025-43",
      "n": 8
    },
    {
      "week": "2025-44",
      "n": 1
    },
    {
      "week": "2025-45",
      "n": 2
    }
  ],
  "_tags": [],
  "_stars": 1,
  "_contributors": [
    {
      "user": "jornlotsch",
      "count": 31,
      "uuid": 73379461
    }
  ],
  "_userbio": {
    "uuid": 73379461,
    "type": "user",
    "name": "Jörn Lötsch"
  },
  "_downloads": {
    "count": 126,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/opImputation"
  },
  "_devurl": "https://github.com/jornlotsch/opimputation",
  "_searchresults": 1,
  "_rbuild": "4.6.0",
  "_assets": [
    "extra/citation.cff",
    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
    "extra/opImputation.html",
    "extra/readme.html",
    "extra/readme.md",
    "manual.pdf"
  ],
  "_homeurl": "https://github.com/jornlotsch/opimputation",
  "_realowner": "jornlotsch",
  "_cranurl": true,
  "_releases": [
    {
      "version": "0.6",
      "date": "2025-11-07"
    }
  ],
  "_exports": [
    "compare_imputation_methods",
    "create_diagnostic_missings",
    "impute_missings"
  ],
  "_datasets": [
    {
      "name": "CodeinLogMetabolitesUrine",
      "title": "Codeine metabolite concentrations in urine.",
      "object": "CodeinLogMetabolitesUrine",
      "class": [
        "data.frame"
      ],
      "fields": [
        "MOR",
        "M3G",
        "M6G",
        "COD",
        "C6G"
      ],
      "rows": 50,
      "table": true,
      "tojson": true
    },
    {
      "name": "LipidsPsychiatricPat",
      "title": "Chromatography mass spectrometry of lipid mediators measured in blood samples.",
      "object": "LipidsPsychiatricPat",
      "class": [
        "data.frame"
      ],
      "fields": [
        "S1P",
        "C16Sphinganin",
        "C16Cer",
        "C20Cer",
        "C24Cer",
        "C24_1Cer",
        "C16GluCer",
        "C16LacCer"
      ],
      "rows": 94,
      "table": true,
      "tojson": true
    },
    {
      "name": "PainThresholds",
      "title": "Psychophysical data from an investigation of pain thresholds.",
      "object": "PainThresholds",
      "class": [
        "data.frame"
      ],
      "fields": [
        "von.Frey",
        "von.Frey.Caps",
        "Heat",
        "Heat.Caps",
        "Cold",
        "Cold.Menth",
        "Pressure",
        "Electric"
      ],
      "rows": 125,
      "table": true,
      "tojson": true
    },
    {
      "name": "QSTpainEJPtransf",
      "title": "Psychophysical data from a clinical quantitative sensory testing study.",
      "object": "QSTpainEJPtransf",
      "class": [
        "data.frame"
      ],
      "fields": [
        "PressureThr",
        "PressureTol",
        "TSACold",
        "ElectricThr",
        "ElectricTol",
        "Co2Thr",
        "CO2VAS",
        "LaserThr",
        "LaserVAS",
        "CDT",
        "WDT",
        "TSL",
        "CPT",
        "HPT",
        "PPT",
        "MPT",
        "MPS",
        "WUR",
        "MDT"
      ],
      "rows": 72,
      "table": true,
      "tojson": true
    }
  ],
  "_help": [
    {
      "page": "CodeinLogMetabolitesUrine",
      "title": "Codeine metabolite concentrations in urine.",
      "topics": [
        "CodeinLogMetabolitesUrine"
      ]
    },
    {
      "page": "compare_imputation_methods",
      "title": "Compare Imputation Methods for Missing Value Analysis",
      "topics": [
        "compare_imputation_methods"
      ]
    },
    {
      "page": "create_diagnostic_missings",
      "title": "Create Diagnostic Missing Values in Data",
      "topics": [
        "create_diagnostic_missings"
      ]
    },
    {
      "page": "impute_missings",
      "title": "Impute Missing Values Using Specified Method",
      "topics": [
        "impute_missings"
      ]
    },
    {
      "page": "LipidsPsychiatricPat",
      "title": "Chromatography mass spectrometry of lipid mediators measured in blood samples.",
      "topics": [
        "LipidsPsychiatricPat"
      ]
    },
    {
      "page": "PainThresholds",
      "title": "Psychophysical data from an investigation of pain thresholds.",
      "topics": [
        "PainThresholds"
      ]
    },
    {
      "page": "QSTpainEJPtransf",
      "title": "Psychophysical data from a clinical quantitative sensory testing study.",
      "topics": [
        "QSTpainEJPtransf"
      ]
    }
  ],
  "_readme": "https://github.com/jornlotsch/opimputation/raw/HEAD/README.md",
  "_rundeps": [
    "ABCanalysis",
    "abind",
    "Amelia",
    "arm",
    "askpass",
    "backports",
    "bit",
    "bit64",
    "bitops",
    "boot",
    "broom",
    "car",
    "carData",
    "caret",
    "caTools",
    "cellranger",
    "class",
    "cli",
    "clipr",
    "clock",
    "coda",
    "codetools",
    "colorspace",
    "corrplot",
    "cowplot",
    "cpp11",
    "crayon",
    "curl",
    "data.table",
    "DataVisualizations",
    "Deriv",
    "DescTools",
    "diagram",
    "digest",
    "doBy",
    "doRNG",
    "dplyr",
    "e1071",
    "Exact",
    "expm",
    "farver",
    "FNN",
    "forcats",
    "foreach",
    "forecast",
    "foreign",
    "Formula",
    "fracdiff",
    "fs",
    "future",
    "future.apply",
    "generics",
    "ggh4x",
    "ggplot2",
    "ggpubr",
    "ggrepel",
    "ggsci",
    "ggsignif",
    "gld",
    "glmnet",
    "globals",
    "glue",
    "gower",
    "gplots",
    "gridExtra",
    "gtable",
    "gtools",
    "hardhat",
    "haven",
    "hms",
    "httr",
    "ipred",
    "isoband",
    "iterators",
    "itertools",
    "jomo",
    "jsonlite",
    "KernSmooth",
    "labeling",
    "lattice",
    "lava",
    "lifecycle",
    "listenv",
    "lme4",
    "lmom",
    "lmtest",
    "lubridate",
    "magrittr",
    "MASS",
    "Matrix",
    "MatrixModels",
    "mgcv",
    "mi",
    "mice",
    "miceRanger",
    "microbenchmark",
    "mime",
    "minqa",
    "missForest",
    "mitml",
    "ModelMetrics",
    "modelr",
    "multiUS",
    "mvtnorm",
    "nlme",
    "nloptr",
    "nnet",
    "numDeriv",
    "openssl",
    "ordinal",
    "pan",
    "parallelly",
    "pbkrtest",
    "pillar",
    "pkgconfig",
    "plotrix",
    "plyr",
    "polynom",
    "pracma",
    "prettyunits",
    "pROC",
    "prodlim",
    "progress",
    "progressr",
    "proxy",
    "purrr",
    "quantreg",
    "R6",
    "randomForest",
    "ranger",
    "rbibutils",
    "RColorBrewer",
    "Rcpp",
    "RcppArmadillo",
    "RcppEigen",
    "RcppParallel",
    "Rdpack",
    "readr",
    "readxl",
    "recipes",
    "reformulas",
    "rematch",
    "reshape2",
    "Rfit",
    "rlang",
    "rngtools",
    "rootSolve",
    "rpart",
    "rstatix",
    "rstudioapi",
    "S7",
    "scales",
    "shape",
    "sp",
    "SparseM",
    "sparsevctrs",
    "SQUAREM",
    "stringi",
    "stringr",
    "survival",
    "sys",
    "tibble",
    "tidyr",
    "tidyselect",
    "timechange",
    "timeDate",
    "twosamples",
    "tzdb",
    "ucminf",
    "urca",
    "utf8",
    "vctrs",
    "viridisLite",
    "vroom",
    "withr",
    "zoo"
  ],
  "_score": 3.3010299956639813,
  "_indexed": true,
  "_nocasepkg": "opimputation",
  "_universes": [
    "jornlotsch"
  ],
  "_binaries": [
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "0.6",
      "date": "2026-06-06T07:54:21.000Z",
      "distro": "noble",
      "commit": "ed9e3d49ce137ee20ef476893f3fe1744671a611",
      "fileid": "78204832e4ee6ee9a9ec1f0eafe85f8d981e68c3cbc0c1a8d2c8858016cbae0c",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/jornlotsch/actions/runs/27056614038"
    },
    {
      "r": "4.6.0",
      "os": "linux",
      "version": "0.6",
      "date": "2026-06-06T07:54:19.000Z",
      "distro": "noble",
      "commit": "ed9e3d49ce137ee20ef476893f3fe1744671a611",
      "fileid": "332342571c2ea2d9f4c73130299cbd1123f339a2addf252f8f86a2aabddaad84",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/jornlotsch/actions/runs/27056614038"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "0.6",
      "date": "2026-06-06T07:53:50.000Z",
      "commit": "ed9e3d49ce137ee20ef476893f3fe1744671a611",
      "fileid": "558dcc2f113b0564f72191cbf2cc2f25ed21cbb858b28956cdf10f8a0a13ce05",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/jornlotsch/actions/runs/27056614038"
    },
    {
      "r": "4.6.0",
      "os": "mac",
      "version": "0.6",
      "date": "2026-06-06T07:53:27.000Z",
      "commit": "ed9e3d49ce137ee20ef476893f3fe1744671a611",
      "fileid": "e14ec8d352d39b3b69692622374fa52d1ad92a5e1a0bfde254a36d5bd25d861a",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/jornlotsch/actions/runs/27056614038"
    },
    {
      "r": "4.6.0",
      "os": "wasm",
      "version": "0.6",
      "date": "2026-06-06T07:54:16.000Z",
      "commit": "ed9e3d49ce137ee20ef476893f3fe1744671a611",
      "fileid": "5052eafea3c82e54d861bf3db03de1c19c21f4135bb471a6bcb205204a5e6509",
      "status": "success",
      "buildurl": "https://github.com/r-universe/jornlotsch/actions/runs/27056614038"
    },
    {
      "r": "4.7.0",
      "os": "win",
      "version": "0.6",
      "date": "2026-06-06T07:53:03.000Z",
      "commit": "ed9e3d49ce137ee20ef476893f3fe1744671a611",
      "fileid": "ff33f18934fda27f31002e9ab239a6a530358cce731a4ed64683ae34a7756377",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/jornlotsch/actions/runs/27056614038"
    },
    {
      "r": "4.5.3",
      "os": "win",
      "version": "0.6",
      "date": "2026-06-06T07:52:51.000Z",
      "commit": "ed9e3d49ce137ee20ef476893f3fe1744671a611",
      "fileid": "e9da3eedcf3053bf5b4d7ad736043705cec288920f5c78e98720e8d425fd88f0",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/jornlotsch/actions/runs/27056614038"
    },
    {
      "r": "4.6.0",
      "os": "win",
      "version": "0.6",
      "date": "2026-06-06T07:52:52.000Z",
      "commit": "ed9e3d49ce137ee20ef476893f3fe1744671a611",
      "fileid": "392616e91b493a59c9009c93a6324fd3e5cfd9bf6d676cf07730d8b224a62c5c",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/jornlotsch/actions/runs/27056614038"
    }
  ]
}