{
  "_id": "6a5b057a9baadeef8ab4a38d",
  "Package": "hierNet",
  "Title": "A Lasso for Hierarchical Interactions",
  "Version": "1.10",
  "Author": "Jacob Bien and Rob Tibshirani",
  "Description": "Fits sparse interaction models for continuous and binary\nresponses subject to the strong (or weak) hierarchy restriction\nthat an interaction between two variables only be included if\nboth (or at least one of) the variables is included as a main\neffect.  For more details, see Bien, J., Taylor, J.,\nTibshirani, R., (2013) \"A Lasso for Hierarchical Interactions.\"\nAnnals of Statistics. 41(3). 1111-1141.",
  "Maintainer": "Jacob Bien <jbien@usc.edu>",
  "License": "GPL-2",
  "Repository": "https://jacobbien.r-universe.dev",
  "Date/Publication": "2020-06-19 08:01:02 UTC",
  "RemoteUrl": "https://github.com/jacobbien/hiernet",
  "RemoteRef": "HEAD",
  "RemoteSha": "33714eb7c27b59203b90b0a020487b3f2aeb734c",
  "NeedsCompilation": "yes",
  "Packaged": {
    "Date": "2026-07-18 04:41:59 UTC",
    "User": "root"
  },
  "_user": "jacobbien",
  "_type": "src",
  "_file": "hierNet_1.10.tar.gz",
  "_fileid": "https://r2.ropensci.org/e071e93e8e5b3dd2ed1a1b05dea14975d5eeaa332379d4ce28466d6c56d83968",
  "_filesize": 133247,
  "_sha256": "e071e93e8e5b3dd2ed1a1b05dea14975d5eeaa332379d4ce28466d6c56d83968",
  "_expires": "2026-10-26T04:47:53.000Z",
  "_created": "2026-07-18T04:41:59.000Z",
  "_published": "2026-07-18T04:47:54.812Z",
  "_jobs": [
    {
      "job": 88044367640,
      "time": 141,
      "config": "linux-devel-arm64",
      "r": "4.7.0",
      "check": "NOTE",
      "artifact": "8425461866"
    },
    {
      "job": 88044367651,
      "time": 116,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "NOTE",
      "artifact": "8425457363"
    },
    {
      "job": 88044367659,
      "time": 115,
      "config": "linux-release-arm64",
      "r": "4.6.1",
      "check": "NOTE",
      "artifact": "8425457740"
    },
    {
      "job": 88044367655,
      "time": 118,
      "config": "linux-release-x86_64",
      "r": "4.6.1",
      "check": "NOTE",
      "artifact": "8425457650"
    },
    {
      "job": 88044367650,
      "time": 125,
      "config": "macos-oldrel-arm64",
      "r": "4.5.3",
      "check": "NOTE",
      "artifact": "8425474988"
    },
    {
      "job": 88044367637,
      "time": 258,
      "config": "macos-oldrel-x86_64",
      "r": "4.5.3",
      "check": "NOTE",
      "artifact": "8425484492"
    },
    {
      "job": 88044367632,
      "time": 160,
      "config": "macos-release-arm64",
      "r": "4.6.1",
      "check": "NOTE",
      "artifact": "8425476618"
    },
    {
      "job": 88044367630,
      "time": 247,
      "config": "macos-release-x86_64",
      "r": "4.6.1",
      "check": "NOTE",
      "artifact": "8425473970"
    },
    {
      "job": 88044162489,
      "time": 153,
      "config": "source",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "8425439205"
    },
    {
      "job": 88044367608,
      "time": 86,
      "config": "wasm-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "8425452861"
    },
    {
      "job": 88044367643,
      "time": 75,
      "config": "windows-devel",
      "r": "4.7.0",
      "check": "NOTE",
      "artifact": "8425451196"
    },
    {
      "job": 88044367634,
      "time": 80,
      "config": "windows-oldrel",
      "r": "4.5.3",
      "check": "NOTE",
      "artifact": "8425451890"
    },
    {
      "job": 88044367658,
      "time": 74,
      "config": "windows-release",
      "r": "4.6.1",
      "check": "NOTE",
      "artifact": "8425450982"
    }
  ],
  "_host": "GitHub-Actions",
  "_buildurl": "https://github.com/r-universe/jacobbien/actions/runs/29630913635",
  "_status": "success",
  "_upstream": "https://github.com/jacobbien/hiernet",
  "_commit": {
    "id": "33714eb7c27b59203b90b0a020487b3f2aeb734c",
    "author": "jacobbien <jbien@usc.edu>",
    "committer": "jacobbien <jbien@usc.edu>",
    "message": "Don't export hierNet.varimp\n",
    "time": 1592553662
  },
  "_maintainer": {
    "name": "Jacob Bien",
    "email": "jbien@usc.edu",
    "login": "jacobbien",
    "description": "Professor of Data Sciences and Operations\nUniversity of Southern California",
    "uuid": 2008608
  },
  "_distro": "resolute",
  "_registered": true,
  "_dependencies": [],
  "_owner": "jacobbien",
  "_selfowned": true,
  "_usedby": 2,
  "_updates": [],
  "_tags": [],
  "_stars": 4,
  "_contributors": [
    {
      "user": "jacobbien",
      "count": 6,
      "uuid": 2008608
    }
  ],
  "_userbio": {
    "uuid": 2008608,
    "type": "user",
    "name": "Jacob Bien",
    "followers": 49,
    "description": "Professor of Data Sciences and Operations\r\nUniversity of Southern California"
  },
  "_downloads": {
    "count": 288,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/hierNet"
  },
  "_mentions": 3,
  "_devurl": "https://github.com/jacobbien/hiernet",
  "_searchresults": 94,
  "_rbuild": "4.6.1",
  "_assets": [
    "extra/citation.cff",
    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
    "extra/hierNet.html",
    "manual.pdf"
  ],
  "_homeurl": "https://github.com/jacobbien/hiernet",
  "_realowner": "jacobbien",
  "_cranurl": true,
  "_releases": [
    {
      "version": "1.0",
      "date": "2012-07-10"
    },
    {
      "version": "1.01",
      "date": "2013-02-01"
    },
    {
      "version": "1.2",
      "date": "2013-03-15"
    },
    {
      "version": "1.3",
      "date": "2013-06-01"
    },
    {
      "version": "1.4",
      "date": "2013-07-25"
    },
    {
      "version": "1.5",
      "date": "2013-09-16"
    },
    {
      "version": "1.6",
      "date": "2014-04-29"
    },
    {
      "version": "1.7",
      "date": "2018-03-18"
    },
    {
      "version": "1.8",
      "date": "2019-12-08"
    },
    {
      "version": "1.9",
      "date": "2020-02-05"
    }
  ],
  "_exports": [
    "compute.interactions.c",
    "critf.logistic",
    "hierNet",
    "hierNet.cv",
    "hierNet.logistic",
    "hierNet.logistic.path",
    "hierNet.path",
    "Objective",
    "Objective.logistic"
  ],
  "_help": [
    {
      "page": "hierNet",
      "title": "A Lasso for interactions",
      "topics": [
        "hierNet"
      ]
    },
    {
      "page": "hierNet.cv",
      "title": "Cross-validation function for hierNet",
      "topics": [
        "hierNet.cv"
      ]
    },
    {
      "page": "hierNet.logistic",
      "title": "A logistic regression Lasso for interactions",
      "topics": [
        "hierNet.logistic"
      ]
    },
    {
      "page": "hierNet.logistic.path",
      "title": "Fit a path of logistic hierNet models- lasso models with interactions",
      "topics": [
        "hierNet.logistic.path"
      ]
    },
    {
      "page": "hierNet.path",
      "title": "Fit a path of hierNet models- lasso models with interactions",
      "topics": [
        "hierNet.path"
      ]
    },
    {
      "page": "hierNet.varimp",
      "title": "Variable importance for hierNet.",
      "topics": [
        "hierNet.varimp"
      ]
    },
    {
      "page": "predict.hierNet",
      "title": "Prediction function for hierNet and hierNet.logistic.",
      "topics": [
        "predict.hierNet"
      ]
    },
    {
      "page": "predict.hierNet.logistic",
      "title": "Prediction function for hierNet.logistic.",
      "topics": [
        "predict.hierNet.logistic"
      ]
    },
    {
      "page": "predict.hierNet.path",
      "title": "Prediction function for hierNet.path and hierNet.logistic.path.",
      "topics": [
        "predict.hierNet.path"
      ]
    }
  ],
  "_rundeps": [],
  "_score": 4.830460350030968,
  "_indexed": true,
  "_nocasepkg": "hiernet",
  "_universes": [
    "jacobbien"
  ],
  "_binaries": [
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "1.10",
      "date": "2026-07-18T04:44:30.000Z",
      "distro": "resolute",
      "arch": "aarch64",
      "commit": "33714eb7c27b59203b90b0a020487b3f2aeb734c",
      "fileid": "https://r2.ropensci.org/34ddc968f29dfdbd9635ba2a8677ba2954d0d5d8bbd2459c49ec53879b47ff8d",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/jacobbien/actions/runs/29630913635"
    },
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "1.10",
      "date": "2026-07-18T04:43:58.000Z",
      "distro": "resolute",
      "arch": "x86_64",
      "commit": "33714eb7c27b59203b90b0a020487b3f2aeb734c",
      "fileid": "https://r2.ropensci.org/b7320ab9b268fc29fbfa3f0c79d0e7d3db5bef3b5bfaaae3975a5ec4e22ede5f",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/jacobbien/actions/runs/29630913635"
    },
    {
      "r": "4.6.1",
      "os": "linux",
      "version": "1.10",
      "date": "2026-07-18T04:44:05.000Z",
      "distro": "resolute",
      "arch": "aarch64",
      "commit": "33714eb7c27b59203b90b0a020487b3f2aeb734c",
      "fileid": "https://r2.ropensci.org/ed9dfa40b0f14c4204dd24fece44ad92c2127281eb73825cff8c286da6cdf8fd",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/jacobbien/actions/runs/29630913635"
    },
    {
      "r": "4.6.1",
      "os": "linux",
      "version": "1.10",
      "date": "2026-07-18T04:43:59.000Z",
      "distro": "resolute",
      "arch": "x86_64",
      "commit": "33714eb7c27b59203b90b0a020487b3f2aeb734c",
      "fileid": "https://r2.ropensci.org/27a18cf786795f5da12f909f45f9c2993a7be8072c837ed63a572d81a3549891",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/jacobbien/actions/runs/29630913635"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "1.10",
      "date": "2026-07-18T04:45:58.000Z",
      "arch": "aarch64",
      "commit": "33714eb7c27b59203b90b0a020487b3f2aeb734c",
      "fileid": "https://r2.ropensci.org/42fdc6dc84c313feacf1a2186cd752dd61b1e21f9ba96abdb21658a006b20839",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/jacobbien/actions/runs/29630913635"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "1.10",
      "date": "2026-07-18T04:46:45.000Z",
      "arch": "x86_64",
      "commit": "33714eb7c27b59203b90b0a020487b3f2aeb734c",
      "fileid": "https://r2.ropensci.org/22fecde979c730a7587e18ab51fad9487e9912becedb4edd5760501231fcc459",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/jacobbien/actions/runs/29630913635"
    },
    {
      "r": "4.6.1",
      "os": "mac",
      "version": "1.10",
      "date": "2026-07-18T04:46:01.000Z",
      "arch": "aarch64",
      "commit": "33714eb7c27b59203b90b0a020487b3f2aeb734c",
      "fileid": "https://r2.ropensci.org/f94a774071b75ef0ff73483d7dd03a01e3a36e938ddc464163f5b3c2d06c4d71",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/jacobbien/actions/runs/29630913635"
    },
    {
      "r": "4.6.1",
      "os": "mac",
      "version": "1.10",
      "date": "2026-07-18T04:45:34.000Z",
      "arch": "x86_64",
      "commit": "33714eb7c27b59203b90b0a020487b3f2aeb734c",
      "fileid": "https://r2.ropensci.org/a8c9073804ec46bf5ac52c7cdade9694656ea423580b5d62d28963a856dd68a3",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/jacobbien/actions/runs/29630913635"
    },
    {
      "r": "4.6.0",
      "os": "wasm",
      "version": "1.10",
      "date": "2026-07-18T04:43:42.000Z",
      "arch": "emscripten",
      "commit": "33714eb7c27b59203b90b0a020487b3f2aeb734c",
      "fileid": "https://r2.ropensci.org/7d800225be23209111ecaad19a1f2ce5de904ce3f7ebb3e51b1b0fc8e69adf4d",
      "status": "success",
      "buildurl": "https://github.com/r-universe/jacobbien/actions/runs/29630913635"
    },
    {
      "r": "4.7.0",
      "os": "win",
      "version": "1.10",
      "date": "2026-07-18T04:43:06.000Z",
      "arch": "x86_64",
      "commit": "33714eb7c27b59203b90b0a020487b3f2aeb734c",
      "fileid": "https://r2.ropensci.org/df843da626207457d20a92e54df2b435b4d79bd268510d617878bad3adc0f1c1",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/jacobbien/actions/runs/29630913635"
    },
    {
      "r": "4.5.3",
      "os": "win",
      "version": "1.10",
      "date": "2026-07-18T04:43:02.000Z",
      "arch": "x86_64",
      "commit": "33714eb7c27b59203b90b0a020487b3f2aeb734c",
      "fileid": "https://r2.ropensci.org/976f310616679275099d25f33466cb6a3ad98e34032f6f4b0eff549c5c9f5617",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/jacobbien/actions/runs/29630913635"
    },
    {
      "r": "4.6.1",
      "os": "win",
      "version": "1.10",
      "date": "2026-07-18T04:43:08.000Z",
      "arch": "x86_64",
      "commit": "33714eb7c27b59203b90b0a020487b3f2aeb734c",
      "fileid": "https://r2.ropensci.org/097c0cd7d2a4ac436bea66230ec118279f1caa484b67c28d961028346873aeb1",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/jacobbien/actions/runs/29630913635"
    }
  ]
}