{
  "_id": "6ac77046de46216d5edcfe15",
  "Package": "cbl",
  "Title": "Causal Discovery under a Confounder Blanket",
  "Version": "0.1.2",
  "Authors@R": "person(\"David\", \"Watson\", , \"david.s.watson11@gmail.com\", role = c(\"aut\", \"cre\"),\ncomment = c(ORCID = \"0000-0001-9632-2159\"))",
  "Description": "Methods for learning causal relationships among a set of\nforeground variables X based on signals from a (potentially\nmuch larger) set of background variables Z, which are known\nnon-descendants of X. The confounder blanket learner (CBL) uses\nsparse regression techniques to simultaneously perform many\nconditional independence tests, with complementary pairs\nstability selection to guarantee finite sample error control.\nCBL is sound and complete with respect to a so-called \"lazy\noracle\", and works with both linear and nonlinear systems. For\ndetails, see Watson & Silva (2022) <arXiv:2205.05715>.",
  "License": "GPL (>=3)",
  "URL": "https://github.com/dswatson/cbl",
  "Encoding": "UTF-8",
  "Roxygen": "list(markdown = TRUE)",
  "RoxygenNote": "7.2.3",
  "Repository": "https://dswatson.r-universe.dev",
  "Date/Publication": "2022-12-20 16:47:34 UTC",
  "RemoteUrl": "https://github.com/dswatson/cbl",
  "RemoteRef": "HEAD",
  "RemoteSha": "52eca9d3a1743ce891ede44b36d38d074ca7e564",
  "NeedsCompilation": "no",
  "Packaged": {
    "Date": "2026-10-08 09:35:43 UTC",
    "User": "root"
  },
  "Author": "David Watson [aut, cre] (ORCID:\n<https://orcid.org/0000-0001-9632-2159>)",
  "Maintainer": "David Watson <david.s.watson11@gmail.com>",
  "_user": "dswatson",
  "_type": "src",
  "_file": "cbl_0.1.2.tar.gz",
  "_fileid": "https://r2.ropensci.org/6c0f904fbda41b67285a13062c28a14bc1b56d5686a841278242fd779cb276f1",
  "_filesize": 294256,
  "_sha256": "6c0f904fbda41b67285a13062c28a14bc1b56d5686a841278242fd779cb276f1",
  "_expires": "2027-01-16T10:28:20.000Z",
  "_created": "2026-10-08T09:35:43.000Z",
  "_published": "2026-10-08T10:28:22.192Z",
  "_buildurl": "https://github.com/r-universe/dswatson/actions/runs/37757457336",
  "_status": "success",
  "_host": "GitHub-Actions",
  "_jobs": [
    {
      "job": 113246497008,
      "time": 127,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "NOTE",
      "artifact": "11540562935"
    },
    {
      "job": 113246497240,
      "time": 107,
      "config": "linux-release-x86_64",
      "r": "4.6.1",
      "check": "NOTE",
      "artifact": "11540688156"
    },
    {
      "job": 113246497096,
      "time": 176,
      "config": "macos-oldrel-arm64",
      "r": "4.5.3",
      "check": "NOTE",
      "artifact": "11542673130"
    },
    {
      "job": 113246497238,
      "time": 130,
      "config": "macos-release-arm64",
      "r": "4.6.1",
      "check": "NOTE",
      "artifact": "11543023906"
    },
    {
      "job": 113245557066,
      "time": 143,
      "config": "source",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "11540941879"
    },
    {
      "job": 113246497337,
      "time": 89,
      "config": "wasm-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "11541505278"
    },
    {
      "job": 113246497543,
      "time": 88,
      "config": "windows-devel-x86_64",
      "r": "4.7.0",
      "check": "NOTE",
      "artifact": "11540942155"
    },
    {
      "job": 113246497103,
      "time": 89,
      "config": "windows-oldrel-x86_64",
      "r": "4.5.3",
      "check": "NOTE",
      "artifact": "11540802185"
    },
    {
      "job": 113246497128,
      "time": 68,
      "config": "windows-release-x86_64",
      "r": "4.6.1",
      "check": "NOTE",
      "artifact": "11540633225"
    }
  ],
  "_upstream": "https://github.com/dswatson/cbl",
  "_commit": {
    "id": "52eca9d3a1743ce891ede44b36d38d074ca7e564",
    "author": "David Watson <david.s.watson11@gmail.com>",
    "committer": "David Watson <david.s.watson11@gmail.com>",
    "message": "roxy upd8\n",
    "time": 1671554854
  },
  "_maintainer": {
    "name": "David Watson",
    "email": "david.s.watson11@gmail.com",
    "login": "dswatson",
    "orcid": "0000-0001-9632-2159",
    "twitter": "@ds_wats0n",
    "description": "",
    "uuid": 14347982
  },
  "_distro": "resolute",
  "_registered": true,
  "_dependencies": [
    {
      "package": "R",
      "version": ">= 3.5.0",
      "role": "Depends"
    },
    {
      "package": "data.table",
      "role": "Imports"
    },
    {
      "package": "foreach",
      "role": "Imports"
    },
    {
      "package": "glmnet",
      "role": "Imports"
    },
    {
      "package": "lightgbm",
      "role": "Imports"
    },
    {
      "package": "doRNG",
      "role": "Imports"
    }
  ],
  "_owner": "dswatson",
  "_selfowned": true,
  "_usedby": 0,
  "_updates": [],
  "_tags": [],
  "_stars": 2,
  "_contributors": [
    {
      "user": "dswatson",
      "count": 60,
      "uuid": 14347982
    }
  ],
  "_userbio": {
    "uuid": 14347982,
    "type": "user",
    "name": "David Watson",
    "followers": 27
  },
  "_downloads": {
    "count": 370,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/cbl"
  },
  "_devurl": "https://github.com/dswatson/cbl",
  "_searchresults": 0,
  "_rbuild": "4.6.1",
  "_assets": [
    "extra/cbl.html",
    "extra/citation.cff",
    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
    "extra/manual.pdf",
    "extra/readme.html",
    "extra/readme.md",
    "LICENSE"
  ],
  "_homeurl": "https://github.com/dswatson/cbl",
  "_realowner": "dswatson",
  "_cranurl": true,
  "_releases": [
    {
      "version": "0.1",
      "date": "2022-06-10"
    },
    {
      "version": "0.1.1",
      "date": "2022-06-17"
    },
    {
      "version": "0.1.2",
      "date": "2022-11-16"
    },
    {
      "version": "0.1.3",
      "date": "2022-12-20"
    }
  ],
  "_exports": [
    "cbl"
  ],
  "_datasets": [
    {
      "name": "bipartite",
      "title": "Simulated data",
      "object": "bipartite",
      "file": "bipartite.RData",
      "class": [
        "list"
      ],
      "fields": [],
      "table": false,
      "tojson": true
    }
  ],
  "_help": [
    {
      "page": "bipartite",
      "title": "Simulated data",
      "topics": [
        "bipartite"
      ]
    },
    {
      "page": "cbl",
      "title": "Confounder blanket learner",
      "topics": [
        "cbl"
      ]
    },
    {
      "page": "epsilon_fn",
      "title": "Computer the consistency lower bound",
      "topics": [
        "epsilon_fn"
      ]
    },
    {
      "page": "l0",
      "title": "Feature selection subroutine",
      "topics": [
        "l0"
      ]
    },
    {
      "page": "minD",
      "title": "CPSS upper bound",
      "topics": [
        "minD"
      ]
    },
    {
      "page": "r.TailProbs",
      "title": "CPSS utility functions",
      "topics": [
        "r.TailProbs"
      ]
    },
    {
      "page": "ss_fn",
      "title": "Infer causal direction using stability selection",
      "topics": [
        "ss_fn"
      ]
    },
    {
      "page": "sub_loop",
      "title": "Complementary pairs subsampling loop",
      "topics": [
        "sub_loop"
      ]
    }
  ],
  "_readme": "https://github.com/dswatson/cbl/raw/HEAD/README.md",
  "_rundeps": [
    "codetools",
    "data.table",
    "digest",
    "doRNG",
    "foreach",
    "glmnet",
    "iterators",
    "jsonlite",
    "lattice",
    "lightgbm",
    "Matrix",
    "R6",
    "Rcpp",
    "RcppEigen",
    "rngtools",
    "shape",
    "survival"
  ],
  "_score": 3,
  "_indexed": true,
  "_nocasepkg": "cbl",
  "_universes": [
    "dswatson"
  ],
  "_binaries": [
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "0.1.2",
      "date": "2026-10-08T09:37:42.000Z",
      "distro": "resolute",
      "commit": "52eca9d3a1743ce891ede44b36d38d074ca7e564",
      "fileid": "https://r2.ropensci.org/5fabe85338c775c200ddd8259937b008cbe81d3ae675cee29c3c9cb5e4fc0303",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/dswatson/actions/runs/37757457336"
    },
    {
      "r": "4.6.1",
      "os": "linux",
      "version": "0.1.2",
      "date": "2026-10-08T09:37:31.000Z",
      "distro": "resolute",
      "commit": "52eca9d3a1743ce891ede44b36d38d074ca7e564",
      "fileid": "https://r2.ropensci.org/991bc3da4145b0d8332325e214e39bed3fa7dfe5c8c4bb8d34a44692e2b9ea6b",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/dswatson/actions/runs/37757457336"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "0.1.2",
      "date": "2026-10-08T10:19:30.000Z",
      "commit": "52eca9d3a1743ce891ede44b36d38d074ca7e564",
      "fileid": "https://r2.ropensci.org/edae1eeea84e70305c7fc115ea1662b7dca50f637ac3a2445271654a7c54ed31",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/dswatson/actions/runs/37757457336"
    },
    {
      "r": "4.6.1",
      "os": "mac",
      "version": "0.1.2",
      "date": "2026-10-08T10:27:19.000Z",
      "commit": "52eca9d3a1743ce891ede44b36d38d074ca7e564",
      "fileid": "https://r2.ropensci.org/1fc27f48099350deae735c75e583cc9ea7b4567e0d804a552808f324f161c9a9",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/dswatson/actions/runs/37757457336"
    },
    {
      "r": "4.6.0",
      "os": "wasm",
      "version": "0.1.2",
      "date": "2026-10-08T09:37:34.000Z",
      "commit": "52eca9d3a1743ce891ede44b36d38d074ca7e564",
      "fileid": "https://r2.ropensci.org/1e35d5d36109eb47deee6a32946b18050135012063b257633a7bc6cde33bf1b5",
      "status": "success",
      "buildurl": "https://github.com/r-universe/dswatson/actions/runs/37757457336"
    },
    {
      "r": "4.7.0",
      "os": "win",
      "version": "0.1.2",
      "date": "2026-10-08T09:36:51.000Z",
      "commit": "52eca9d3a1743ce891ede44b36d38d074ca7e564",
      "fileid": "https://r2.ropensci.org/2bc84e51224d04d2b529901d4299a072f67855996f412176980c8104c3eeae0c",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/dswatson/actions/runs/37757457336"
    },
    {
      "r": "4.5.3",
      "os": "win",
      "version": "0.1.2",
      "date": "2026-10-08T09:36:57.000Z",
      "commit": "52eca9d3a1743ce891ede44b36d38d074ca7e564",
      "fileid": "https://r2.ropensci.org/a9e4b1a89c9de8035e5c17579a3a772154ef428e4af9776c2598e7b8f36bbff2",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/dswatson/actions/runs/37757457336"
    },
    {
      "r": "4.6.1",
      "os": "win",
      "version": "0.1.2",
      "date": "2026-10-08T09:36:48.000Z",
      "commit": "52eca9d3a1743ce891ede44b36d38d074ca7e564",
      "fileid": "https://r2.ropensci.org/de04ecba1129117ea48f30964324d7bdac3b98219bb31582b7f1f8f10b3728b8",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/dswatson/actions/runs/37757457336"
    }
  ]
}