{
  "_id": "6ac75c1ede46216d5edcedac",
  "Package": "ltmle",
  "Type": "Package",
  "Title": "Longitudinal Targeted Maximum Likelihood Estimation",
  "Version": "1.3-0",
  "Date": "2023-4-13",
  "Maintainer": "Joshua Schwab <jschwab77@berkeley.edu>",
  "Authors@R": "c(person(\"Joshua\", \"Schwab\", role=c(\"aut\", \"cre\"),\nemail=\"jschwab77@berkeley.edu\"), person(\"Samuel\", \"Lendle\", role=\"aut\"),\nperson(\"Maya\", \"Petersen\", role=\"aut\"), person(\"Mark\", \"van der Laan\",\nrole=\"aut\"), person(\"Susan\", \"Gruber\", role=\"ctb\"))",
  "Description": "Targeted Maximum Likelihood Estimation ('TMLE') of\ntreatment/censoring specific mean outcome or marginal\nstructural model for point-treatment and longitudinal data.\nPetersen et al. (2014) <doi:10.1515/jci-2013-0007>",
  "License": "GPL-2",
  "Collate": "'ltmle-package.R' 'GeneralUtilities.R' 'ltmle.R' 'ltmle_sg.R'\n'BinaryToCensoring.R' 'DeterministicFunctions.R' 'zzz.R'",
  "URL": "https://github.com/joshuaschwab/ltmle,\nhttp://joshuaschwab.github.io/ltmle/",
  "BugReports": "https://github.com/joshuaschwab/ltmle/issues",
  "RoxygenNote": "7.2.3",
  "Encoding": "UTF-8",
  "Repository": "https://joshuaschwab.r-universe.dev",
  "Date/Publication": "2023-04-17 22:09:22 UTC",
  "RemoteUrl": "https://github.com/joshuaschwab/ltmle",
  "RemoteRef": "HEAD",
  "RemoteSha": "338c029dae9692ef20714125773da7037688993b",
  "NeedsCompilation": "no",
  "Packaged": {
    "Date": "2026-10-08 08:51:04 UTC",
    "User": "root"
  },
  "Author": "Joshua Schwab [aut, cre],\nSamuel Lendle [aut],\nMaya Petersen [aut],\nMark van der Laan [aut],\nSusan Gruber [ctb]",
  "_user": "joshuaschwab",
  "_type": "src",
  "_file": "ltmle_1.3-0.tar.gz",
  "_fileid": "https://r2.ropensci.org/a33fa8b9d35ee87401ffd28d898875a06e390f565d26afa296d56e6eb570a342",
  "_filesize": 264908,
  "_sha256": "a33fa8b9d35ee87401ffd28d898875a06e390f565d26afa296d56e6eb570a342",
  "_expires": "2027-01-16T09:02:20.000Z",
  "_created": "2026-10-08T08:51:04.000Z",
  "_published": "2026-10-08T09:02:22.337Z",
  "_buildurl": "https://github.com/r-universe/joshuaschwab/actions/runs/37752174692",
  "_status": "success",
  "_host": "GitHub-Actions",
  "_jobs": [
    {
      "job": 113229318635,
      "time": 169,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "WARNING",
      "artifact": "11538349567"
    },
    {
      "job": 113229318672,
      "time": 132,
      "config": "linux-release-x86_64",
      "r": "4.6.1",
      "check": "WARNING",
      "artifact": "11538633346"
    },
    {
      "job": 113229318540,
      "time": 231,
      "config": "macos-oldrel-arm64",
      "r": "4.5.3",
      "check": "WARNING",
      "artifact": "11538299677"
    },
    {
      "job": 113229318596,
      "time": 181,
      "config": "macos-release-arm64",
      "r": "4.6.1",
      "check": "WARNING",
      "artifact": "11539540616"
    },
    {
      "job": 113227936807,
      "time": 218,
      "config": "source",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "11538682557"
    },
    {
      "job": 113229318592,
      "time": 108,
      "config": "wasm-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "11538219765"
    },
    {
      "job": 113229318480,
      "time": 101,
      "config": "windows-devel-x86_64",
      "r": "4.7.0",
      "check": "WARNING",
      "artifact": "11538940392"
    },
    {
      "job": 113229318674,
      "time": 74,
      "config": "windows-oldrel-x86_64",
      "r": "4.5.3",
      "check": "WARNING",
      "artifact": "11538124836"
    },
    {
      "job": 113229318621,
      "time": 102,
      "config": "windows-release-x86_64",
      "r": "4.6.1",
      "check": "WARNING",
      "artifact": "11537944501"
    }
  ],
  "_upstream": "https://github.com/joshuaschwab/ltmle",
  "_commit": {
    "id": "338c029dae9692ef20714125773da7037688993b",
    "author": "joshuaschwab <jschwab77@berkeley.edu>",
    "committer": "joshuaschwab <jschwab77@berkeley.edu>",
    "message": "add reference to description\n",
    "time": 1681769362
  },
  "_maintainer": {
    "name": "Joshua Schwab",
    "email": "jschwab77@berkeley.edu",
    "login": "joshuaschwab",
    "description": "staff programmer at UC Berkeley Biostatistics",
    "uuid": 3989807
  },
  "_distro": "resolute",
  "_registered": true,
  "_dependencies": [
    {
      "package": "R",
      "version": ">= 3.1.0",
      "role": "Depends"
    },
    {
      "package": "Matrix",
      "role": "Imports"
    },
    {
      "package": "matrixStats",
      "role": "Imports"
    },
    {
      "package": "SuperLearner",
      "role": "Suggests"
    },
    {
      "package": "testthat",
      "role": "Suggests"
    },
    {
      "package": "tmle",
      "role": "Suggests"
    },
    {
      "package": "knitr",
      "role": "Suggests"
    },
    {
      "package": "rmarkdown",
      "role": "Suggests"
    },
    {
      "package": "nnls",
      "role": "Suggests"
    },
    {
      "package": "arm",
      "role": "Suggests"
    }
  ],
  "_owner": "joshuaschwab",
  "_selfowned": true,
  "_usedby": 0,
  "_updates": [],
  "_tags": [],
  "_stars": 29,
  "_contributors": [
    {
      "user": "joshuaschwab",
      "count": 121,
      "uuid": 3989807
    },
    {
      "user": "lendle",
      "count": 64,
      "uuid": 815403
    },
    {
      "user": "localepi",
      "count": 3,
      "uuid": 64105014
    }
  ],
  "_userbio": {
    "uuid": 3989807,
    "type": "user",
    "name": "Joshua Schwab",
    "followers": 17,
    "description": "staff programmer at UC Berkeley Biostatistics"
  },
  "_downloads": {
    "count": 666,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/ltmle"
  },
  "_mentions": 3,
  "_devurl": "https://github.com/joshuaschwab/ltmle",
  "_pkgdown": "http://joshuaschwab.github.io/ltmle/",
  "_searchresults": 347,
  "_rbuild": "4.6.1",
  "_assets": [
    "extra/citation.cff",
    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
    "extra/ltmle.html",
    "extra/manual.pdf",
    "extra/NEWS.html",
    "extra/NEWS.txt",
    "extra/readme.html",
    "extra/readme.md"
  ],
  "_homeurl": "https://github.com/joshuaschwab/ltmle",
  "_realowner": "joshuaschwab",
  "_cranurl": true,
  "_releases": [
    {
      "version": "0.9",
      "date": "2013-05-06"
    },
    {
      "version": "0.9.1",
      "date": "2013-10-18"
    },
    {
      "version": "0.9.3",
      "date": "2013-12-12"
    },
    {
      "version": "0.9.3-1",
      "date": "2014-04-22"
    },
    {
      "version": "0.9-5",
      "date": "2015-05-07"
    },
    {
      "version": "0.9-6",
      "date": "2015-05-29"
    },
    {
      "version": "0.9-7",
      "date": "2016-02-25"
    },
    {
      "version": "0.9-8",
      "date": "2016-04-20"
    },
    {
      "version": "0.9-9",
      "date": "2016-11-17"
    },
    {
      "version": "0.9-9-3",
      "date": "2017-06-21"
    },
    {
      "version": "0.9-10",
      "date": "2017-08-24"
    },
    {
      "version": "1.0-0",
      "date": "2017-10-06"
    },
    {
      "version": "1.0-1",
      "date": "2017-12-13"
    },
    {
      "version": "1.1-0",
      "date": "2018-08-20"
    },
    {
      "version": "1.2-0",
      "date": "2020-03-14"
    },
    {
      "version": "1.3-0",
      "date": "2023-04-15"
    }
  ],
  "_exports": [
    "BinaryToCensoring",
    "deterministic.g.function_template",
    "deterministic.Q.function_template",
    "ltmle",
    "ltmleMSM",
    "MaintainControl",
    "MaintainTreatment"
  ],
  "_datasets": [
    {
      "name": "sampleDataForLtmleMSM",
      "title": "Sample data, regimes, and summary measures",
      "object": "sampleDataForLtmleMSM",
      "file": "sampleDataForLtmleMSM.RData",
      "class": [
        "list"
      ],
      "fields": [],
      "table": false,
      "tojson": true
    }
  ],
  "_help": [
    {
      "page": "ltmle-package",
      "title": "Targeted Maximum Likelihood Estimation for Longitudinal Data",
      "topics": [
        "ltmle-package"
      ]
    },
    {
      "page": "BinaryToCensoring",
      "title": "BinaryToCensoring",
      "topics": [
        "BinaryToCensoring"
      ]
    },
    {
      "page": "deterministic.g.function_template",
      "title": "Deterministic g/Q functions - examples and templates",
      "topics": [
        "deterministic.g.function_template",
        "deterministic.Q.function_template",
        "MaintainControl",
        "MaintainTreatment"
      ]
    },
    {
      "page": "ltmle",
      "title": "Longitudinal Targeted Maximum Likelihood Estimation",
      "topics": [
        "ltmle",
        "ltmleMSM"
      ]
    },
    {
      "page": "sampleDataForLtmleMSM",
      "title": "Sample data, regimes, and summary measures",
      "topics": [
        "sampleDataForLtmleMSM"
      ]
    },
    {
      "page": "summary.ltmle",
      "title": "Get standard error, p-value, and confidence interval for one ltmle object Summarizing results from Longitudinal Targeted Maximum Likelihood Estimation (ltmle)",
      "topics": [
        "print.ltmle",
        "print.ltmleEffectMeasures",
        "print.ltmleMSM",
        "print.summary.ltmle",
        "print.summary.ltmleEffectMeasures",
        "print.summary.ltmleMSM",
        "summary.ltmle",
        "summary.ltmleEffectMeasures",
        "summary.ltmleMSM"
      ]
    }
  ],
  "_readme": "https://github.com/joshuaschwab/ltmle/raw/HEAD/README.md",
  "_rundeps": [
    "lattice",
    "Matrix",
    "matrixStats"
  ],
  "_score": 6.479848727409492,
  "_indexed": true,
  "_nocasepkg": "ltmle",
  "_universes": [
    "joshuaschwab"
  ],
  "_binaries": [
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "1.3-0",
      "date": "2026-10-08T08:53:47.000Z",
      "distro": "resolute",
      "commit": "338c029dae9692ef20714125773da7037688993b",
      "fileid": "https://r2.ropensci.org/63fc2cdac526e7be58f0cb8575a67eb9f3505f85329301da868a717bb739325f",
      "status": "success",
      "check": "WARNING",
      "buildurl": "https://github.com/r-universe/joshuaschwab/actions/runs/37752174692"
    },
    {
      "r": "4.6.1",
      "os": "linux",
      "version": "1.3-0",
      "date": "2026-10-08T08:53:18.000Z",
      "distro": "resolute",
      "commit": "338c029dae9692ef20714125773da7037688993b",
      "fileid": "https://r2.ropensci.org/6686b60ced5f08e60a17338f172ebca9f7553f6deed9eb709d143fc385b359c3",
      "status": "success",
      "check": "WARNING",
      "buildurl": "https://github.com/r-universe/joshuaschwab/actions/runs/37752174692"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "1.3-0",
      "date": "2026-10-08T08:59:26.000Z",
      "commit": "338c029dae9692ef20714125773da7037688993b",
      "fileid": "https://r2.ropensci.org/69e5428b5f5466bfa9b8bc6d2e93d774807d76577aa325f37556eb649795242c",
      "status": "success",
      "check": "WARNING",
      "buildurl": "https://github.com/r-universe/joshuaschwab/actions/runs/37752174692"
    },
    {
      "r": "4.6.1",
      "os": "mac",
      "version": "1.3-0",
      "date": "2026-10-08T09:00:37.000Z",
      "commit": "338c029dae9692ef20714125773da7037688993b",
      "fileid": "https://r2.ropensci.org/386bd7e4398ca221eababb15ff031c97376b5c4b6307b9cf7a273e28eabe6484",
      "status": "success",
      "check": "WARNING",
      "buildurl": "https://github.com/r-universe/joshuaschwab/actions/runs/37752174692"
    },
    {
      "r": "4.6.0",
      "os": "wasm",
      "version": "1.3-0",
      "date": "2026-10-08T08:53:13.000Z",
      "commit": "338c029dae9692ef20714125773da7037688993b",
      "fileid": "https://r2.ropensci.org/d8fbc217d8db01984c181da8e9f6902a6451bca03c5600278f8b974954757565",
      "status": "success",
      "buildurl": "https://github.com/r-universe/joshuaschwab/actions/runs/37752174692"
    },
    {
      "r": "4.7.0",
      "os": "win",
      "version": "1.3-0",
      "date": "2026-10-08T08:52:24.000Z",
      "commit": "338c029dae9692ef20714125773da7037688993b",
      "fileid": "https://r2.ropensci.org/25a091b81e89f8f796cc8f7bf3af76ee0a2ddeb322ad931c0acfc700c42dad41",
      "status": "success",
      "check": "WARNING",
      "buildurl": "https://github.com/r-universe/joshuaschwab/actions/runs/37752174692"
    },
    {
      "r": "4.5.3",
      "os": "win",
      "version": "1.3-0",
      "date": "2026-10-08T08:52:13.000Z",
      "commit": "338c029dae9692ef20714125773da7037688993b",
      "fileid": "https://r2.ropensci.org/28e53a918f43a84ad4067e7cdd4a73685f7927cf7769bebe9942e28cac7d7a08",
      "status": "success",
      "check": "WARNING",
      "buildurl": "https://github.com/r-universe/joshuaschwab/actions/runs/37752174692"
    },
    {
      "r": "4.6.1",
      "os": "win",
      "version": "1.3-0",
      "date": "2026-10-08T08:52:22.000Z",
      "commit": "338c029dae9692ef20714125773da7037688993b",
      "fileid": "https://r2.ropensci.org/d35043f597ed1dced51d73a573f978b50bd57738d4d146c1cbbd8861bc429a1d",
      "status": "success",
      "check": "WARNING",
      "buildurl": "https://github.com/r-universe/joshuaschwab/actions/runs/37752174692"
    }
  ]
}