{
  "_id": "6a49ee90955f025f549e3832",
  "Package": "cpi",
  "Type": "Package",
  "Title": "Conditional Predictive Impact",
  "Version": "0.1.5",
  "Date": "2024-11-05",
  "Authors@R": "c(person(given = \"Marvin N.\",\nfamily = \"Wright\",\nrole = c(\"aut\", \"cre\"),\nemail = \"cran@wrig.de\",\ncomment = c(ORCID = \"0000-0002-8542-6291\")),\nperson(given = \"David S.\",\nfamily = \"Watson\",\nrole = \"aut\"))",
  "Maintainer": "Marvin N. Wright <cran@wrig.de>",
  "Description": "A general test for conditional independence in supervised\nlearning algorithms as proposed by Watson & Wright (2021)\n<doi:10.1007/s10994-021-06030-6>. Implements a conditional\nvariable importance measure which can be applied to any\nsupervised learning algorithm and loss function. Provides\nstatistical inference procedures without parametric assumptions\nand applies equally well to continuous and categorical\npredictors and outcomes.",
  "License": "GPL (>= 3)",
  "Encoding": "UTF-8",
  "RoxygenNote": "7.3.2",
  "URL": "https://github.com/bips-hb/cpi, https://bips-hb.github.io/cpi/",
  "BugReports": "https://github.com/bips-hb/cpi/issues",
  "Config/testthat/edition": "3",
  "VignetteBuilder": "knitr",
  "Repository": "https://bips-hb.r-universe.dev",
  "Date/Publication": "2024-11-25 17:07:04 UTC",
  "RemoteUrl": "https://github.com/bips-hb/cpi",
  "RemoteRef": "HEAD",
  "RemoteSha": "238e428d7ae2a00b98cfec5a04a93a44ca4c7374",
  "NeedsCompilation": "no",
  "Packaged": {
    "Date": "2026-07-05 04:06:08 UTC",
    "User": "root"
  },
  "Author": "Marvin N. Wright [aut, cre] (ORCID:\n<https://orcid.org/0000-0002-8542-6291>),\nDavid S. Watson [aut]",
  "_user": "bips-hb",
  "_type": "src",
  "_file": "cpi_0.1.5.tar.gz",
  "_fileid": "https://r2.ropensci.org/886199c56fe0081f124d5138d5a7ecf139738965ba75eafafcc2951ffee6dde2",
  "_filesize": 125102,
  "_sha256": "886199c56fe0081f124d5138d5a7ecf139738965ba75eafafcc2951ffee6dde2",
  "_expires": "2026-10-13T04:09:05.000Z",
  "_created": "2026-07-05T04:06:08.000Z",
  "_published": "2026-07-05T05:41:36.031Z",
  "_jobs": [
    {
      "job": 85196250570,
      "time": 106,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "FAIL",
      "artifact": ""
    },
    {
      "job": 85196250817,
      "time": 135,
      "config": "linux-release-x86_64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "8088166993"
    },
    {
      "job": 85196250843,
      "time": 93,
      "config": "macos-oldrel-arm64",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "8088163268"
    },
    {
      "job": 85196250801,
      "time": 137,
      "config": "macos-release-arm64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "8088167187"
    },
    {
      "job": 85196250560,
      "time": 173,
      "config": "source",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "8088154698"
    },
    {
      "job": 85196250840,
      "time": 140,
      "config": "wasm-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "8088167503"
    },
    {
      "job": 85196250783,
      "time": 87,
      "config": "windows-devel",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "8088162618"
    },
    {
      "job": 85196250889,
      "time": 91,
      "config": "windows-oldrel",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "8088163140"
    },
    {
      "job": 85196250732,
      "time": 128,
      "config": "windows-release",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "8088166324"
    }
  ],
  "_host": "GitHub-Actions",
  "_buildurl": "https://github.com/r-universe/bips-hb/actions/runs/28728948616",
  "_status": "success",
  "_upstream": "https://github.com/bips-hb/cpi",
  "_commit": {
    "id": "238e428d7ae2a00b98cfec5a04a93a44ca4c7374",
    "author": "Marvin N. Wright <github@wrig.de>",
    "committer": "GitHub <noreply@github.com>",
    "message": "Merge pull request #20 from bips-hb/bibentry\n\nDon't use personList",
    "time": 1732554424
  },
  "_maintainer": {
    "name": "Marvin N. Wright",
    "email": "cran@wrig.de",
    "login": "mnwright",
    "orcid": "0000-0002-8542-6291",
    "description": "",
    "uuid": 9598192
  },
  "_distro": "resolute",
  "_registered": true,
  "_dependencies": [
    {
      "package": "foreach",
      "role": "Imports"
    },
    {
      "package": "mlr3",
      "role": "Imports"
    },
    {
      "package": "lgr",
      "role": "Imports"
    },
    {
      "package": "knockoff",
      "role": "Imports"
    },
    {
      "package": "mlr3learners",
      "role": "Suggests"
    },
    {
      "package": "ranger",
      "role": "Suggests"
    },
    {
      "package": "glmnet",
      "role": "Suggests"
    },
    {
      "package": "testthat",
      "version": ">= 3.0.0",
      "role": "Suggests"
    },
    {
      "package": "knitr",
      "role": "Suggests"
    },
    {
      "package": "rmarkdown",
      "role": "Suggests"
    },
    {
      "package": "doParallel",
      "role": "Suggests"
    }
  ],
  "_owner": "bips-hb",
  "_selfowned": true,
  "_usedby": 0,
  "_updates": [],
  "_tags": [],
  "_stars": 12,
  "_contributors": [
    {
      "user": "mnwright",
      "count": 84,
      "uuid": 9598192
    },
    {
      "user": "dswatson",
      "count": 12,
      "uuid": 14347982
    }
  ],
  "_userbio": {
    "uuid": 34575917,
    "type": "organization",
    "name": "BIPS",
    "followers": 41,
    "description": "Leibniz Institute for Prevention Research and Epidemiology"
  },
  "_downloads": {
    "count": 301,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/cpi"
  },
  "_devurl": "https://github.com/bips-hb/cpi",
  "_pkgdown": "https://bips-hb.github.io/cpi/",
  "_searchresults": 30,
  "_rbuild": "4.6.1",
  "_assets": [
    "extra/citation.cff",
    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
    "extra/cpi.html",
    "extra/NEWS.html",
    "extra/NEWS.txt",
    "extra/readme.html",
    "extra/readme.md",
    "manual.pdf"
  ],
  "_homeurl": "https://github.com/bips-hb/cpi",
  "_realowner": "bips-hb",
  "_cranurl": true,
  "_releases": [
    {
      "version": "0.1.4",
      "date": "2022-03-03"
    },
    {
      "version": "0.1.5",
      "date": "2024-11-25"
    }
  ],
  "_exports": [
    "cpi"
  ],
  "_help": [
    {
      "page": "cpi",
      "title": "Conditional Predictive Impact (CPI).",
      "topics": [
        "cpi"
      ]
    }
  ],
  "_readme": "https://github.com/bips-hb/cpi/raw/HEAD/README.md",
  "_rundeps": [
    "backports",
    "checkmate",
    "cli",
    "codetools",
    "corpcor",
    "data.table",
    "digest",
    "evaluate",
    "foreach",
    "future",
    "future.apply",
    "glmnet",
    "globals",
    "gtools",
    "iterators",
    "knockoff",
    "lattice",
    "lgr",
    "listenv",
    "Matrix",
    "mirai",
    "mlbench",
    "mlr3",
    "mlr3measures",
    "mlr3misc",
    "nanonext",
    "palmerpenguins",
    "paradox",
    "parallelly",
    "PRROC",
    "R6",
    "Rcpp",
    "RcppEigen",
    "Rdsdp",
    "rlang",
    "RSpectra",
    "shape",
    "survival",
    "uuid"
  ],
  "_vignettes": [
    {
      "source": "intro.Rmd",
      "filename": "intro.html",
      "title": "Introduction to the cpi package",
      "author": "Marvin N. Wright",
      "engine": "knitr::rmarkdown",
      "headings": [
        "Get started",
        "Interface with mlr3",
        "Statistical testing",
        "Knockoff procedures",
        "Group CPI",
        "Parallelization"
      ],
      "created": "2022-02-23 15:35:29",
      "modified": "2022-03-02 08:13:20",
      "commits": 4
    }
  ],
  "_score": 5.2552725051033065,
  "_indexed": true,
  "_nocasepkg": "cpi",
  "_universes": [
    "bips-hb",
    "mnwright"
  ],
  "_binaries": [
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "0.1.5",
      "date": "2026-05-26T06:12:56.000Z",
      "distro": "noble",
      "commit": "238e428d7ae2a00b98cfec5a04a93a44ca4c7374",
      "fileid": "7b1ea8443a958e6b9480f0981a278ec87b5c892cea0cf4567c0f83409f7f8f7c",
      "status": "failure",
      "check": "ERROR",
      "buildurl": "https://github.com/r-universe/bips-hb/actions/runs/26435416094"
    },
    {
      "r": "4.6.1",
      "os": "linux",
      "version": "0.1.5",
      "date": "2026-07-05T04:08:16.000Z",
      "distro": "resolute",
      "commit": "238e428d7ae2a00b98cfec5a04a93a44ca4c7374",
      "fileid": "https://r2.ropensci.org/813ac75be6341102c5c32455bee5dc63829e5d0a17ca7d1b3d53fced6f3b9bff",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/bips-hb/actions/runs/28728948616"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "0.1.5",
      "date": "2026-07-05T04:07:41.000Z",
      "commit": "238e428d7ae2a00b98cfec5a04a93a44ca4c7374",
      "fileid": "https://r2.ropensci.org/eaa071705e55c0d213879b33f9df2a3768fcb1736cb8a2234e9ef1640a4166bc",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/bips-hb/actions/runs/28728948616"
    },
    {
      "r": "4.6.1",
      "os": "mac",
      "version": "0.1.5",
      "date": "2026-07-05T04:08:14.000Z",
      "commit": "238e428d7ae2a00b98cfec5a04a93a44ca4c7374",
      "fileid": "https://r2.ropensci.org/24cbe73727e35ed58fe396507db52b807b79ff757d62e87336ccd3614a0f5057",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/bips-hb/actions/runs/28728948616"
    },
    {
      "r": "4.6.0",
      "os": "wasm",
      "version": "0.1.5",
      "date": "2026-07-05T04:08:44.000Z",
      "commit": "238e428d7ae2a00b98cfec5a04a93a44ca4c7374",
      "fileid": "https://r2.ropensci.org/2610cc84eb55016db837a6b0b973d85a98bd2b8f210f27ea191e77d24ed0d28d",
      "status": "success",
      "buildurl": "https://github.com/r-universe/bips-hb/actions/runs/28728948616"
    },
    {
      "r": "4.7.0",
      "os": "win",
      "version": "0.1.5",
      "date": "2026-07-05T04:07:22.000Z",
      "commit": "238e428d7ae2a00b98cfec5a04a93a44ca4c7374",
      "fileid": "https://r2.ropensci.org/daa8d808c8310f77efad68e27c48b5354bd2968d6601796e95a382e4c5f7a0e4",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/bips-hb/actions/runs/28728948616"
    },
    {
      "r": "4.5.3",
      "os": "win",
      "version": "0.1.5",
      "date": "2026-07-05T04:07:26.000Z",
      "commit": "238e428d7ae2a00b98cfec5a04a93a44ca4c7374",
      "fileid": "https://r2.ropensci.org/a52d550af7cfbe2e80888d9ec3340f38c0b8fdd489ab8d70e1de3363f533bc51",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/bips-hb/actions/runs/28728948616"
    },
    {
      "r": "4.6.1",
      "os": "win",
      "version": "0.1.5",
      "date": "2026-07-05T04:08:08.000Z",
      "commit": "238e428d7ae2a00b98cfec5a04a93a44ca4c7374",
      "fileid": "https://r2.ropensci.org/dd8015c202a1dd64cef0929178367f97b4fc977a9f099431f331425d73f89d09",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/bips-hb/actions/runs/28728948616"
    }
  ]
}