{
  "_id": "6ad37f0b256cde87d7813109",
  "Package": "tramicp",
  "Type": "Package",
  "Title": "Model-Based Causal Feature Selection for General Response Types",
  "Version": "0.1-2",
  "Authors@R": "c(person(\"Lucas\", \"Kook\", role = c(\"aut\", \"cre\"),\ncomment = c(\"ORCID\" = \"0000-0002-7546-7356\"),\nemail = \"lucasheinrich.kook@gmail.com\"), person(\"Sorawit\", \"Saengkyongam\",\nrole = \"ctb\"), person(\"Anton Rask\", \"Lundborg\", role = \"ctb\"),\nperson(\"Torsten\", \"Hothorn\", role = \"ctb\"), person(\"Jonas\", \"Peters\",\nrole = \"ctb\"))",
  "Description": "Extends invariant causal prediction (Peters et al., 2016,\n<doi:10.1111/rssb.12167>) to generalized linear and\ntransformation models (Hothorn et al., 2018,\n<doi:10.1111/sjos.12291>). The methodology is described in Kook\net al. (2023, <doi:10.1080/01621459.2024.2395588>).",
  "License": "GPL-3",
  "Encoding": "UTF-8",
  "Config/testthat/edition": "3",
  "URL": "https://github.com/LucasKook/tramicp",
  "BugReports": "https://github.com/LucasKook/tramicp/issues",
  "Config/roxygen2/version": "8.1.0",
  "Config/pak/sysreqs": "cmake",
  "Repository": "https://lucaskook.r-universe.dev",
  "Date/Publication": "2026-10-17 12:33:26 UTC",
  "RemoteUrl": "https://github.com/lucaskook/tramicp",
  "RemoteRef": "HEAD",
  "RemoteSha": "cba7cf55da7cce83525ad54182326d4696ea3355",
  "NeedsCompilation": "no",
  "Packaged": {
    "Date": "2026-10-17 13:53:47 UTC",
    "User": "root"
  },
  "Author": "Lucas Kook [aut, cre] (ORCID: <https://orcid.org/0000-0002-7546-7356>),\nSorawit Saengkyongam [ctb],\nAnton Rask Lundborg [ctb],\nTorsten Hothorn [ctb],\nJonas Peters [ctb]",
  "Maintainer": "Lucas Kook <lucasheinrich.kook@gmail.com>",
  "_user": "lucaskook",
  "_type": "src",
  "_file": "tramicp_0.1-2.tar.gz",
  "_fileid": "https://r2.ropensci.org/f6ad703395fb3909f4faef0454debd36e6026262d59db3b26725d6791db74a7d",
  "_filesize": 136829,
  "_sha256": "f6ad703395fb3909f4faef0454debd36e6026262d59db3b26725d6791db74a7d",
  "_expires": "2027-01-25T13:58:33.000Z",
  "_created": "2026-10-17T13:53:47.000Z",
  "_published": "2026-10-17T13:58:35.469Z",
  "_buildurl": "https://github.com/r-universe/lucaskook/actions/runs/39038212527",
  "_status": "success",
  "_host": "GitHub-Actions",
  "_jobs": [
    {
      "job": 117412964328,
      "time": 244,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "12103317517"
    },
    {
      "job": 117412964337,
      "time": 206,
      "config": "linux-release-x86_64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "12103367092"
    },
    {
      "job": 117412964380,
      "time": 141,
      "config": "macos-oldrel-arm64",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "12103016970"
    },
    {
      "job": 117412964442,
      "time": 154,
      "config": "macos-release-arm64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "12102943263"
    },
    {
      "job": 117412293516,
      "time": 202,
      "config": "source",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "12103510507"
    },
    {
      "job": 117412964373,
      "time": 102,
      "config": "wasm-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "12103031911"
    },
    {
      "job": 117412964374,
      "time": 235,
      "config": "windows-devel-x86_64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "12103122857"
    },
    {
      "job": 117412964327,
      "time": 207,
      "config": "windows-oldrel-x86_64",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "12103520820"
    },
    {
      "job": 117412964392,
      "time": 216,
      "config": "windows-release-x86_64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "12103640065"
    }
  ],
  "_upstream": "https://github.com/lucaskook/tramicp",
  "_commit": {
    "id": "cba7cf55da7cce83525ad54182326d4696ea3355",
    "author": "Lucas Kook <44210483+LucasKook@users.noreply.github.com>",
    "committer": "GitHub <noreply@github.com>",
    "message": "Merge pull request #19 from LucasKook/dev\n\nVersion 0.1-2",
    "time": 1792240406
  },
  "_maintainer": {
    "name": "Lucas Kook",
    "email": "lucasheinrich.kook@gmail.com",
    "login": "lucaskook",
    "twitter": "@Kook_Lucas",
    "description": "Assistant professor of statistics working on causal inference and machine learning.",
    "uuid": 44210483,
    "orcid": "0000-0002-7546-7356"
  },
  "_distro": "resolute",
  "_registered": true,
  "_dependencies": [
    {
      "package": "R",
      "version": ">= 4.1.0",
      "role": "Depends"
    },
    {
      "package": "tram",
      "role": "Imports"
    },
    {
      "package": "mlt",
      "role": "Imports"
    },
    {
      "package": "coin",
      "role": "Imports"
    },
    {
      "package": "multcomp",
      "role": "Imports"
    },
    {
      "package": "survival",
      "role": "Imports"
    },
    {
      "package": "variables",
      "role": "Imports"
    },
    {
      "package": "basefun",
      "role": "Imports"
    },
    {
      "package": "MASS",
      "role": "Imports"
    },
    {
      "package": "cotram",
      "role": "Imports"
    },
    {
      "package": "dHSIC",
      "role": "Imports"
    },
    {
      "package": "ranger",
      "role": "Imports"
    },
    {
      "package": "sandwich",
      "role": "Imports"
    },
    {
      "package": "testthat",
      "version": ">= 3.0.0",
      "role": "Suggests"
    }
  ],
  "_owner": "lucaskook",
  "_selfowned": true,
  "_usedby": 0,
  "_updates": [
    {
      "week": "2026-42",
      "n": 1
    }
  ],
  "_tags": [],
  "_stars": 11,
  "_contributors": [
    {
      "user": "lucaskook",
      "count": 244,
      "uuid": 44210483
    }
  ],
  "_userbio": {
    "uuid": 44210483,
    "type": "user",
    "name": "Lucas Kook",
    "followers": 48,
    "description": "Assistant professor of statistics working on causal inference and machine learning."
  },
  "_downloads": {
    "count": 275,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/tramicp"
  },
  "_devurl": "https://github.com/lucaskook/tramicp",
  "_searchresults": 0,
  "_rbuild": "4.6.1",
  "_assets": [
    "extra/citation.cff",
    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
    "extra/manual.pdf",
    "extra/readme.html",
    "extra/readme.md",
    "extra/tramicp.html"
  ],
  "_homeurl": "https://github.com/lucaskook/tramicp",
  "_realowner": "lucaskook",
  "_cranurl": true,
  "_releases": [
    {
      "version": "0.0-1",
      "date": "2023-09-29"
    },
    {
      "version": "0.0-2",
      "date": "2024-03-14"
    },
    {
      "version": "0.1-0",
      "date": "2025-01-31"
    }
  ],
  "_exports": [
    "bootstrap_stability",
    "BoxCoxICP",
    "ColrICP",
    "cotramICP",
    "coxphICP",
    "CoxphICP",
    "dgp_dicp",
    "dicp",
    "dicp_controls",
    "glmICP",
    "invariant_sets",
    "LehmannICP",
    "lmICP",
    "LmICP",
    "polrICP",
    "PolrICP",
    "pvalues",
    "qrfICP",
    "rangerICP",
    "survforestICP",
    "survregICP",
    "SurvregICP"
  ],
  "_help": [
    {
      "page": "bootstrap_stability",
      "title": "Bootstrap stability for TRAMICP",
      "topics": [
        "bootstrap_stability"
      ]
    },
    {
      "page": "dgp_dicp",
      "title": "Simple data-generating process for illustrating tramicp",
      "topics": [
        "dgp_dicp"
      ]
    },
    {
      "page": "dicp",
      "title": "Model-based causal feature selection for general response types",
      "topics": [
        "dicp"
      ]
    },
    {
      "page": "dicp_controls",
      "title": "TRAMICP Controls",
      "topics": [
        "dicp_controls"
      ]
    },
    {
      "page": "tramicp-alias",
      "title": "Aliases for implemented model classes",
      "topics": [
        "BoxCoxICP",
        "ColrICP",
        "cotramICP",
        "CoxphICP",
        "coxphICP",
        "glmICP",
        "implemented_model_classes",
        "LehmannICP",
        "LmICP",
        "lmICP",
        "PolrICP",
        "polrICP",
        "qrfICP",
        "rangerICP",
        "survforestICP",
        "SurvregICP",
        "survregICP"
      ]
    },
    {
      "page": "invariant_sets",
      "title": "Return invariant sets",
      "topics": [
        "invariant_sets"
      ]
    },
    {
      "page": "pvalues",
      "title": "Extract set and predictor p-values from tramicp outputs",
      "topics": [
        "pvalues"
      ]
    }
  ],
  "_readme": "https://github.com/lucaskook/tramicp/raw/HEAD/README.md",
  "_rundeps": [
    "alabama",
    "basefun",
    "BB",
    "coda",
    "codetools",
    "coin",
    "coneproj",
    "cotram",
    "dHSIC",
    "foreach",
    "Formula",
    "icenReg",
    "iterators",
    "lattice",
    "libcoin",
    "MASS",
    "Matrix",
    "matrixStats",
    "MLEcens",
    "mlt",
    "modeltools",
    "multcomp",
    "mvtnorm",
    "nloptr",
    "numDeriv",
    "orthopolynom",
    "polynom",
    "qrng",
    "quadprog",
    "ranger",
    "Rcpp",
    "RcppArmadillo",
    "RcppEigen",
    "sandwich",
    "survival",
    "TH.data",
    "tram",
    "variables",
    "zoo"
  ],
  "_score": 3.7403626894942437,
  "_indexed": true,
  "_nocasepkg": "tramicp",
  "_universes": [
    "lucaskook"
  ],
  "_previous": "0.1-0",
  "_binaries": [
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "0.1-2",
      "date": "2026-10-17T13:56:40.000Z",
      "distro": "resolute",
      "commit": "cba7cf55da7cce83525ad54182326d4696ea3355",
      "fileid": "https://r2.ropensci.org/0679ac6563a962b1067716b09f224ed2cd2073ca9d691fa6b13cc891ba11989c",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/lucaskook/actions/runs/39038212527"
    },
    {
      "r": "4.6.1",
      "os": "linux",
      "version": "0.1-2",
      "date": "2026-10-17T13:55:46.000Z",
      "distro": "resolute",
      "commit": "cba7cf55da7cce83525ad54182326d4696ea3355",
      "fileid": "https://r2.ropensci.org/33bf7af23bb5994cbd74998b8f56b818c18a265ffd47f26b35f3cd467f698ec3",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/lucaskook/actions/runs/39038212527"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "0.1-2",
      "date": "2026-10-17T13:55:20.000Z",
      "commit": "cba7cf55da7cce83525ad54182326d4696ea3355",
      "fileid": "https://r2.ropensci.org/b7fddb0c876aa48341f7d286c9c4a9a38446a7112e90d89cf1152cc462b41369",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/lucaskook/actions/runs/39038212527"
    },
    {
      "r": "4.6.1",
      "os": "mac",
      "version": "0.1-2",
      "date": "2026-10-17T13:55:28.000Z",
      "commit": "cba7cf55da7cce83525ad54182326d4696ea3355",
      "fileid": "https://r2.ropensci.org/e0b8de43fe655057cbf0d41933bad75f604e401134d45637bea9ddd915bc2038",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/lucaskook/actions/runs/39038212527"
    },
    {
      "r": "4.6.0",
      "os": "wasm",
      "version": "0.1-2",
      "date": "2026-10-17T13:55:48.000Z",
      "commit": "cba7cf55da7cce83525ad54182326d4696ea3355",
      "fileid": "https://r2.ropensci.org/2157176f10167aa2154d30846185c364c6690fb9c21ef3560ecca073091ce43c",
      "status": "success",
      "buildurl": "https://github.com/r-universe/lucaskook/actions/runs/39038212527"
    },
    {
      "r": "4.7.0",
      "os": "win",
      "version": "0.1-2",
      "date": "2026-10-17T13:54:58.000Z",
      "commit": "cba7cf55da7cce83525ad54182326d4696ea3355",
      "fileid": "https://r2.ropensci.org/b8166ac53ec19ed9e2b62226b04412bcacbd635fedc39a3c27c0ff023da93dbd",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/lucaskook/actions/runs/39038212527"
    },
    {
      "r": "4.5.3",
      "os": "win",
      "version": "0.1-2",
      "date": "2026-10-17T13:55:01.000Z",
      "commit": "cba7cf55da7cce83525ad54182326d4696ea3355",
      "fileid": "https://r2.ropensci.org/9fbb4dc1678e1c59e3ea80bafb2b5f140a7ff866cffbd6c9e3e2a8f1e71fe888",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/lucaskook/actions/runs/39038212527"
    },
    {
      "r": "4.6.1",
      "os": "win",
      "version": "0.1-2",
      "date": "2026-10-17T13:54:58.000Z",
      "commit": "cba7cf55da7cce83525ad54182326d4696ea3355",
      "fileid": "https://r2.ropensci.org/8976613229ab5e30dd75d882acd6f9d1674b4666420195437376844d07abc988",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/lucaskook/actions/runs/39038212527"
    }
  ]
}