{
  "_id": "6a107aa5acfb0bcc41cadc0f",
  "Package": "ctmle",
  "Type": "Package",
  "Title": "Collaborative Targeted Maximum Likelihood Estimation",
  "Version": "0.1.2",
  "Date": "2019-12-08",
  "Authors@R": "c(person(\"Cheng\", \"Ju\", email = \"jucheng1992@gmail.com\", role = c(\"aut\", \"cre\")),person(\"Susan\", \"Gruber\", role = c(\"aut\")),person(\"Richard\", \"Wyss\", role = c(\"ctb\")),person(\"Jenny\",\"Haggstrom\", role = c(\"ctb\")),person(\"Mark\", \"van der Laan\", role = c(\"aut\", \"ths\")))",
  "Maintainer": "Cheng Ju <jucheng1992@gmail.com>",
  "Description": "Implements the general template for collaborative targeted\nmaximum likelihood estimation. It also provides several\ncommonly used C-TMLE instantiation, like the vanilla/scalable\nvariable-selection C-TMLE (Ju et al. (2017)\n<doi:10.1177/0962280217729845>) and the glmnet-C-TMLE algorithm\n(Ju et al. (2017) <arXiv:1706.10029>).",
  "License": "GPL-2",
  "LazyLoad": "yes",
  "RoxygenNote": "6.0.1",
  "VignetteBuilder": "knitr",
  "Repository": "https://jucheng1992.r-universe.dev",
  "Date/Publication": "2019-12-13 05:52:11 UTC",
  "RemoteUrl": "https://github.com/jucheng1992/ctmle",
  "RemoteRef": "HEAD",
  "RemoteSha": "18de559f47dc1286617350a0668391e80e1dbf7c",
  "NeedsCompilation": "no",
  "Packaged": {
    "Date": "2026-05-06 08:00:38 UTC",
    "User": "root"
  },
  "Author": "Cheng Ju [aut, cre],\nSusan Gruber [aut],\nRichard Wyss [ctb],\nJenny Haggstrom [ctb],\nMark van der Laan [aut, ths]",
  "MD5sum": "9f07c0aac5ebcbbd13013a1e0d6d070f",
  "_user": "jucheng1992",
  "_type": "src",
  "_file": "ctmle_0.1.2.tar.gz",
  "_fileid": "14820a221f6aaae1508997f1ad55b60a08af4d54846d32e3d5e914d8cddc045f",
  "_filesize": 173310,
  "_sha256": "14820a221f6aaae1508997f1ad55b60a08af4d54846d32e3d5e914d8cddc045f",
  "_created": "2026-05-06T08:00:38.000Z",
  "_published": "2026-05-22T15:47:49.514Z",
  "_distro": "noble",
  "_jobs": [
    {
      "job": 77414098621,
      "time": 173,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "6825374778"
    },
    {
      "job": 77414098721,
      "time": 181,
      "config": "linux-release-x86_64",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "6825374998"
    },
    {
      "job": 77414098628,
      "time": 199,
      "config": "macos-oldrel-arm64",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "6825369403"
    },
    {
      "job": 77414098540,
      "time": 173,
      "config": "macos-release-arm64",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "6825364697"
    },
    {
      "job": 77414097709,
      "time": 221,
      "config": "source",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "6825327094"
    },
    {
      "job": 77414097850,
      "time": 100,
      "config": "wasm-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7164657790"
    },
    {
      "job": 77414098501,
      "time": 176,
      "config": "windows-devel",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "6825373819"
    },
    {
      "job": 77414099139,
      "time": 122,
      "config": "windows-oldrel",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "6825359994"
    },
    {
      "job": 77414098635,
      "time": 212,
      "config": "windows-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "6825382971"
    }
  ],
  "_buildurl": "https://github.com/r-universe/jucheng1992/actions/runs/25423308151",
  "_status": "success",
  "_host": "GitHub-Actions",
  "_upstream": "https://github.com/jucheng1992/ctmle",
  "_commit": {
    "id": "18de559f47dc1286617350a0668391e80e1dbf7c",
    "author": "Cheng <jucheng1992@gmail.com>",
    "committer": "Cheng <jucheng1992@gmail.com>",
    "message": "update reference\n",
    "time": 1576216331
  },
  "_maintainer": {
    "name": "Cheng Ju",
    "email": "jucheng1992@gmail.com",
    "login": "jucheng1992",
    "uuid": 5385008
  },
  "_registered": true,
  "_dependencies": [
    {
      "package": "R",
      "version": ">= 2.14.0",
      "role": "Depends"
    },
    {
      "package": "SuperLearner",
      "role": "Depends"
    },
    {
      "package": "tmle",
      "role": "Depends"
    },
    {
      "package": "glmnet",
      "role": "Depends"
    },
    {
      "package": "stats",
      "role": "Depends"
    },
    {
      "package": "testthat",
      "role": "Suggests"
    },
    {
      "package": "knitr",
      "role": "Suggests"
    },
    {
      "package": "rmarkdown",
      "role": "Suggests"
    },
    {
      "package": "dplyr",
      "role": "Suggests"
    }
  ],
  "_owner": "jucheng1992",
  "_selfowned": true,
  "_usedby": 0,
  "_updates": [],
  "_tags": [],
  "_topics": [
    "causal-inference",
    "machine-learning",
    "statistics",
    "tmle"
  ],
  "_stars": 5,
  "_contributors": [
    {
      "user": "jucheng1992",
      "count": 27,
      "uuid": 5385008
    },
    {
      "user": "mengxinji",
      "count": 3,
      "uuid": 12766661
    }
  ],
  "_userbio": {
    "uuid": 5385008,
    "type": "user",
    "name": "Cheng",
    "description": "PhD from UC Berkeley"
  },
  "_downloads": {
    "count": 255,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/ctmle"
  },
  "_devurl": "https://github.com/jucheng1992/ctmle",
  "_searchresults": 28,
  "_rbuild": "4.6.0",
  "_assets": [
    "extra/citation.cff",
    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
    "extra/ctmle.html",
    "extra/readme.html",
    "extra/readme.md",
    "manual.pdf"
  ],
  "_homeurl": "https://github.com/jucheng1992/ctmle",
  "_realowner": "jucheng1992",
  "_cranurl": true,
  "_releases": [
    {
      "version": "0.1.1",
      "date": "2017-11-10"
    },
    {
      "version": "0.1.2",
      "date": "2019-12-13"
    }
  ],
  "_exports": [
    "bound",
    "build_gn_seq",
    "ctmleDiscrete",
    "ctmleGeneral",
    "ctmleGlmnet"
  ],
  "_help": [
    {
      "page": "bound",
      "title": "set outliers to min/max allowable values. It assumes x contains only numerical data",
      "topics": [
        "bound"
      ]
    },
    {
      "page": "build_gn_seq",
      "title": "Help function to build the sequence of gn candidates in ctmleGeneral",
      "topics": [
        "build_gn_seq"
      ]
    },
    {
      "page": "ctmleDiscrete",
      "title": "Discrete Collaborative Targeted Minimum-loss based Estimation",
      "topics": [
        "ctmleDiscrete"
      ]
    },
    {
      "page": "ctmleGeneral",
      "title": "General Template for Collaborative Targeted Maximum Likelihood Estimation",
      "topics": [
        "ctmleGeneral"
      ]
    },
    {
      "page": "ctmleGlmnet",
      "title": "Collaborative Targeted Maximum Likelihood Estimation for hyper-parameter tuning of LASSO",
      "topics": [
        "ctmleGlmnet"
      ]
    },
    {
      "page": "print.ctmle",
      "title": "print a ctmle object",
      "topics": [
        "print.ctmle"
      ]
    },
    {
      "page": "print.summary.ctmle",
      "title": "print the summary of a ctmle object",
      "topics": [
        "print.summary.ctmle"
      ]
    },
    {
      "page": "summary.ctmle",
      "title": "Summarise a ctmle object",
      "topics": [
        "summary.ctmle"
      ]
    }
  ],
  "_readme": "https://github.com/jucheng1992/ctmle/raw/HEAD/README.md",
  "_rundeps": [
    "bitops",
    "caTools",
    "codetools",
    "cvAUC",
    "data.table",
    "foreach",
    "gam",
    "glmnet",
    "gplots",
    "gtools",
    "iterators",
    "KernSmooth",
    "lattice",
    "Matrix",
    "nnls",
    "Rcpp",
    "RcppEigen",
    "ROCR",
    "shape",
    "SuperLearner",
    "survival",
    "tmle"
  ],
  "_vignettes": [
    {
      "source": "vignette.Rmd",
      "filename": "vignette.html",
      "title": "CTMLE Vignette",
      "author": "Cheng Ju",
      "engine": "knitr::rmarkdown",
      "headings": [
        "Installation",
        "Collaborative Targeted Maximum Likelihood Estimation",
        "C-TMLE for variable selection",
        "C-TMLE LASSO for model selection of LASSO",
        "Advanced topic: the general template of C-TMLE",
        "Citation",
        "References",
        "C-TMLE LASSO and C-TMLE for Model Selection",
        "Scalable Discrete C-TMLE with Pre-ordering",
        "Discrete C-TMLE with Greedy Search",
        "General Template of C-TMLE"
      ],
      "created": "2017-03-17 04:28:07",
      "modified": "2019-11-18 01:32:47",
      "commits": 6
    }
  ],
  "_score": 4.845098040014257,
  "_indexed": true,
  "_nocasepkg": "ctmle",
  "_universes": [
    "jucheng1992"
  ],
  "_binaries": [
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "0.1.2",
      "date": "2026-05-06T08:03:12.000Z",
      "distro": "noble",
      "commit": "18de559f47dc1286617350a0668391e80e1dbf7c",
      "fileid": "a993339626266adf48c282addd06ec6200cd165f8fd6fdc53031f8d7b2073e23",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/jucheng1992/actions/runs/25423308151"
    },
    {
      "r": "4.6.0",
      "os": "linux",
      "version": "0.1.2",
      "date": "2026-05-06T08:03:12.000Z",
      "distro": "noble",
      "commit": "18de559f47dc1286617350a0668391e80e1dbf7c",
      "fileid": "53ae751832a9dc17428c7654cc849e72f0fb64c8fc0ba05f410d44aae3b64868",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/jucheng1992/actions/runs/25423308151"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "0.1.2",
      "date": "2026-05-06T08:03:05.000Z",
      "commit": "18de559f47dc1286617350a0668391e80e1dbf7c",
      "fileid": "abcc0ff3466fbfa57717be2bd48ca50c92c88a757e0bdd7f915a0c6e3e2ad790",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/jucheng1992/actions/runs/25423308151"
    },
    {
      "r": "4.6.0",
      "os": "mac",
      "version": "0.1.2",
      "date": "2026-05-06T08:02:40.000Z",
      "commit": "18de559f47dc1286617350a0668391e80e1dbf7c",
      "fileid": "5f168f8335e94179df3cdb8816f4e2a533a9aa2d7a30b31183f446dab7c27859",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/jucheng1992/actions/runs/25423308151"
    },
    {
      "r": "4.7.0",
      "os": "win",
      "version": "0.1.2",
      "date": "2026-05-06T08:02:56.000Z",
      "commit": "18de559f47dc1286617350a0668391e80e1dbf7c",
      "fileid": "3341d37b4db5a08a92330bb5d2b3d33dcde2a32af52a132a2aa527c6052756fe",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/jucheng1992/actions/runs/25423308151"
    },
    {
      "r": "4.5.3",
      "os": "win",
      "version": "0.1.2",
      "date": "2026-05-06T08:02:01.000Z",
      "commit": "18de559f47dc1286617350a0668391e80e1dbf7c",
      "fileid": "0f2a10932cceb8121061f8ac9de2147bbccc0e30e74792846fb43a35418d1081",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/jucheng1992/actions/runs/25423308151"
    },
    {
      "r": "4.6.0",
      "os": "win",
      "version": "0.1.2",
      "date": "2026-05-06T08:03:31.000Z",
      "commit": "18de559f47dc1286617350a0668391e80e1dbf7c",
      "fileid": "a09de9cbecc31e54aa079e5d4d3dc49a38d0c6dfdeedd052dcb16e6a9456a659",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/jucheng1992/actions/runs/25423308151"
    },
    {
      "r": "4.6.0",
      "os": "wasm",
      "version": "0.1.2",
      "date": "2026-05-22T15:47:35.000Z",
      "commit": "18de559f47dc1286617350a0668391e80e1dbf7c",
      "fileid": "349a4a2fac78eb1e87bb046b54a548da2eead06177c373225db4cd4f13c136d5",
      "status": "success",
      "buildurl": "https://github.com/r-universe/jucheng1992/actions/runs/25423308151"
    }
  ]
}