{
  "_id": "6ad7553d4b18b90089999d62",
  "Package": "grpSLOPE",
  "Type": "Package",
  "Title": "Group Sorted L1 Penalized Estimation",
  "Version": "0.3.4.9000",
  "Authors@R": "c(person(\"Alexej\", \"Gossmann\", email = \"alexej.go@googlemail.com\", role = c(\"aut\", \"cre\")),\nperson(\"Damian\", \"Brzyski\", role = \"aut\"),\nperson(\"Weijie\", \"Su\", role = \"aut\"),\nperson(\"Malgorzata\", \"Bogdan\", role = \"aut\"),\nperson(\"Ewout\", \"van den Berg\", role = \"ctb\",\ncomment = \"Code adapted from 'SLOPE' version 0.1.3, as well as from http://statweb.stanford.edu/~candes/SortedL1/software.html under GNU GPL-3\"),\nperson(\"Emmanuel\", \"Candes\", role = \"ctb\",\ncomment = \"Code adapted from 'SLOPE' version 0.1.3, as well as from http://statweb.stanford.edu/~candes/SortedL1/software.html under GNU GPL-3\"),\nperson(\"Chiara\", \"Sabatti\", role = \"ctb\",\ncomment = \"Code adapted from 'SLOPE' version 0.1.3, as well as from http://statweb.stanford.edu/~candes/SortedL1/software.html under GNU GPL-3\"),\nperson(\"Evan\", \"Patterson\", role = \"ctb\",\ncomment = \"Code adapted from 'SLOPE' version 0.1.3, as well as from http://statweb.stanford.edu/~candes/SortedL1/software.html under GNU GPL-3\"))",
  "Description": "Group SLOPE (Group Sorted L1 Penalized Estimation) is a\npenalized linear regression method that is used for adaptive\nselection of groups of significant predictors in a\nhigh-dimensional linear model. The Group SLOPE method can\ncontrol the (group) false discovery rate at a user-specified\nlevel (i.e., control the expected proportion of irrelevant\namong all selected groups of predictors). For additional\ninformation about the implemented methods please see Brzyski,\nGossmann, Su, Bogdan (2018)\n<doi:10.1080/01621459.2017.1411269>.",
  "License": "GPL-3",
  "URL": "https://github.com/agisga/grpSLOPE",
  "BugReports": "https://github.com/agisga/grpSLOPE/issues",
  "RoxygenNote": "7.3.2",
  "VignetteBuilder": "knitr",
  "NeedsCompilation": "yes",
  "Encoding": "UTF-8",
  "Repository": "https://agisga.r-universe.dev",
  "Date/Publication": "2025-07-01 19:13:37 UTC",
  "RemoteUrl": "https://github.com/agisga/grpslope",
  "RemoteRef": "HEAD",
  "RemoteSha": "5fc053437d53ea9a4fd0724711d5c6d1e10c0aed",
  "Packaged": {
    "Date": "2026-10-20 11:40:26 UTC",
    "User": "root"
  },
  "Author": "Alexej Gossmann [aut, cre],\nDamian Brzyski [aut],\nWeijie Su [aut],\nMalgorzata Bogdan [aut],\nEwout van den Berg [ctb] (Code adapted from 'SLOPE' version 0.1.3, as\nwell as from\nhttp://statweb.stanford.edu/~candes/SortedL1/software.html under\nGNU GPL-3),\nEmmanuel Candes [ctb] (Code adapted from 'SLOPE' version 0.1.3, as well\nas from http://statweb.stanford.edu/~candes/SortedL1/software.html\nunder GNU GPL-3),\nChiara Sabatti [ctb] (Code adapted from 'SLOPE' version 0.1.3, as well\nas from http://statweb.stanford.edu/~candes/SortedL1/software.html\nunder GNU GPL-3),\nEvan Patterson [ctb] (Code adapted from 'SLOPE' version 0.1.3, as well\nas from http://statweb.stanford.edu/~candes/SortedL1/software.html\nunder GNU GPL-3)",
  "Maintainer": "Alexej Gossmann <alexej.go@googlemail.com>",
  "_user": "agisga",
  "_type": "src",
  "_file": "grpSLOPE_0.3.4.9000.tar.gz",
  "_fileid": "https://r2.ropensci.org/2e986e466a99914accb8dd21b10e7138e17f8268d2fc5a146a83d38d7924b944",
  "_filesize": 274289,
  "_sha256": "2e986e466a99914accb8dd21b10e7138e17f8268d2fc5a146a83d38d7924b944",
  "_expires": "2027-01-28T11:49:15.000Z",
  "_created": "2026-10-20T11:40:26.000Z",
  "_published": "2026-10-20T11:49:17.085Z",
  "_upstream": "https://github.com/agisga/grpslope",
  "_status": "success",
  "_maintainer": {
    "name": "Alexej Gossmann",
    "email": "alexej.go@googlemail.com",
    "login": "agisga",
    "description": "",
    "uuid": 11449372
  },
  "_jobs": [
    {
      "job": 118607268258,
      "time": 109,
      "config": "linux-devel-arm64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "12261043831"
    },
    {
      "job": 118607268309,
      "time": 115,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "12261043843"
    },
    {
      "job": 118607268474,
      "time": 104,
      "config": "linux-release-arm64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "12260983966"
    },
    {
      "job": 118607268484,
      "time": 100,
      "config": "linux-release-x86_64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "12261463557"
    },
    {
      "job": 118607268339,
      "time": 184,
      "config": "macos-oldrel-arm64",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "12262230320"
    },
    {
      "job": 118607268452,
      "time": 328,
      "config": "macos-oldrel-x86_64",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "12261419206"
    },
    {
      "job": 118607268288,
      "time": 180,
      "config": "macos-release-arm64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "12262028727"
    },
    {
      "job": 118607268408,
      "time": 268,
      "config": "macos-release-x86_64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "12261294102"
    },
    {
      "job": 118606076259,
      "time": 181,
      "config": "source",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "12261787581"
    },
    {
      "job": 118607268102,
      "time": 94,
      "config": "wasm-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "12261803101"
    },
    {
      "job": 118607268171,
      "time": 376,
      "config": "windows-devel-arm64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "12261019381"
    },
    {
      "job": 118607268429,
      "time": 186,
      "config": "windows-devel-x86_64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "12261668262"
    },
    {
      "job": 118607268184,
      "time": 99,
      "config": "windows-oldrel-x86_64",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "12261867988"
    },
    {
      "job": 118607268268,
      "time": 347,
      "config": "windows-release-arm64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "12260739954"
    },
    {
      "job": 118607268285,
      "time": 152,
      "config": "windows-release-x86_64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "12261093822"
    }
  ],
  "_buildurl": "https://github.com/r-universe/agisga/actions/runs/39416279574",
  "_commit": {
    "id": "5fc053437d53ea9a4fd0724711d5c6d1e10c0aed",
    "author": "agisga <11449372+agisga@users.noreply.github.com>",
    "committer": "agisga <11449372+agisga@users.noreply.github.com>",
    "message": "version bump\n",
    "time": 1751397217
  },
  "_distro": "resolute",
  "_host": "GitHub-Actions",
  "_registered": true,
  "_dependencies": [
    {
      "package": "Rcpp",
      "role": "LinkingTo"
    },
    {
      "package": "Rcpp",
      "role": "Imports"
    },
    {
      "package": "testthat",
      "role": "Suggests"
    },
    {
      "package": "knitr",
      "role": "Suggests"
    },
    {
      "package": "rmarkdown",
      "role": "Suggests"
    },
    {
      "package": "pander",
      "role": "Suggests"
    },
    {
      "package": "isotone",
      "role": "Suggests"
    }
  ],
  "_owner": "agisga",
  "_selfowned": true,
  "_usedby": 0,
  "_updates": [],
  "_tags": [],
  "_stars": 4,
  "_contributors": [
    {
      "user": "agisga",
      "count": 208,
      "uuid": 11449372
    },
    {
      "user": "jolars",
      "count": 1,
      "uuid": 13087841
    }
  ],
  "_userbio": {
    "uuid": 11449372,
    "type": "user",
    "name": "Alexej Gossmann",
    "followers": 39
  },
  "_downloads": {
    "count": 380,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/grpSLOPE"
  },
  "_devurl": "https://github.com/agisga/grpslope",
  "_searchresults": 53,
  "_topics": [
    "cpp"
  ],
  "_rbuild": "4.6.1",
  "_assets": [
    "extra/citation.cff",
    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
    "extra/grpSLOPE.html",
    "extra/manual.pdf",
    "extra/NEWS.html",
    "extra/NEWS.txt",
    "extra/readme.html",
    "extra/readme.md"
  ],
  "_homeurl": "https://github.com/agisga/grpslope",
  "_realowner": "agisga",
  "_cranurl": true,
  "_releases": [
    {
      "version": "0.1.0",
      "date": "2016-04-24"
    },
    {
      "version": "0.2.0",
      "date": "2016-10-20"
    },
    {
      "version": "0.2.1",
      "date": "2016-11-20"
    },
    {
      "version": "0.3.0",
      "date": "2020-04-07"
    },
    {
      "version": "0.3.1",
      "date": "2022-05-16"
    },
    {
      "version": "0.3.3",
      "date": "2023-05-24"
    },
    {
      "version": "0.3.4",
      "date": "2025-06-29"
    }
  ],
  "_exports": [
    "admmSolverGroupSLOPE",
    "getGroupID",
    "grpSLOPE",
    "lambdaGroupSLOPE",
    "prox_sorted_L1",
    "proxGroupSortedL1",
    "proximalGradientSolverGroupSLOPE",
    "SLOPE_solver"
  ],
  "_help": [
    {
      "page": "admmSolverGroupSLOPE",
      "title": "Alternating direction method of multipliers",
      "topics": [
        "admmSolverGroupSLOPE"
      ]
    },
    {
      "page": "coef.grpSLOPE",
      "title": "Extract model coefficients",
      "topics": [
        "coef.grpSLOPE"
      ]
    },
    {
      "page": "getGroupID",
      "title": "Get a groupID object",
      "topics": [
        "getGroupID"
      ]
    },
    {
      "page": "grpSLOPE",
      "title": "Group SLOPE (Group Sorted L-One Penalized Estimation)",
      "topics": [
        "grpSLOPE"
      ]
    },
    {
      "page": "lambdaGroupSLOPE",
      "title": "Regularizing sequence for Group SLOPE",
      "topics": [
        "lambdaGroupSLOPE"
      ]
    },
    {
      "page": "predict.grpSLOPE",
      "title": "Obtain predictions",
      "topics": [
        "predict.grpSLOPE"
      ]
    },
    {
      "page": "prox_sorted_L1",
      "title": "Prox for sorted L1 norm",
      "topics": [
        "prox_sorted_L1"
      ]
    },
    {
      "page": "proxGroupSortedL1",
      "title": "Prox for group SLOPE",
      "topics": [
        "proxGroupSortedL1"
      ]
    },
    {
      "page": "proximalGradientSolverGroupSLOPE",
      "title": "Proximal gradient method for Group SLOPE",
      "topics": [
        "proximalGradientSolverGroupSLOPE"
      ]
    },
    {
      "page": "sigma",
      "title": "Extract (estimated) noise level",
      "topics": [
        "sigma",
        "sigma.grpSLOPE"
      ]
    },
    {
      "page": "SLOPE_solver",
      "title": "Sorted L1 solver",
      "topics": [
        "SLOPE_solver"
      ]
    }
  ],
  "_readme": "https://github.com/agisga/grpslope/raw/HEAD/README.md",
  "_rundeps": [
    "Rcpp"
  ],
  "_sysdeps": [
    {
      "shlib": "libstdc++",
      "package": "libstdc++6",
      "source": "gcc",
      "version": "16-20260322-1ubuntu1",
      "name": "c++",
      "homepage": "http://gcc.gnu.org/",
      "description": "GNU Standard C++ Library v3"
    }
  ],
  "_vignettes": [
    {
      "source": "basic-usage.Rmd",
      "filename": "basic-usage.html",
      "title": "Basic usage of grpSLOPE",
      "author": "Alexej Gossmann",
      "engine": "knitr::rmarkdown",
      "headings": [
        "Introduction",
        "Data generation",
        "Fitting the Group SLOPE model",
        "Model fit results",
        "Lambda sequences",
        "References"
      ],
      "created": "2016-02-02 19:35:51",
      "modified": "2025-06-29 11:47:20",
      "commits": 11
    }
  ],
  "_score": 5.02530586526477,
  "_indexed": true,
  "_nocasepkg": "grpslope",
  "_universes": [
    "agisga"
  ],
  "_binaries": [
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "0.3.4.9000",
      "date": "2026-10-20T11:42:19.000Z",
      "distro": "resolute",
      "arch": "aarch64",
      "commit": "5fc053437d53ea9a4fd0724711d5c6d1e10c0aed",
      "fileid": "https://r2.ropensci.org/7fbd0b774fefd3153321b876707a649f512033bcc3fd32cf4352b34e1a865a91",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/agisga/actions/runs/39416279574"
    },
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "0.3.4.9000",
      "date": "2026-10-20T11:42:24.000Z",
      "distro": "resolute",
      "arch": "x86_64",
      "commit": "5fc053437d53ea9a4fd0724711d5c6d1e10c0aed",
      "fileid": "https://r2.ropensci.org/5bf82922ba33f7e83ccacee11936af46498067bd57fdedb099604cf5a894a604",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/agisga/actions/runs/39416279574"
    },
    {
      "r": "4.6.1",
      "os": "linux",
      "version": "0.3.4.9000",
      "date": "2026-10-20T11:42:18.000Z",
      "distro": "resolute",
      "arch": "aarch64",
      "commit": "5fc053437d53ea9a4fd0724711d5c6d1e10c0aed",
      "fileid": "https://r2.ropensci.org/920f304910408c55f653b54ab040de8bfa3e59127e21c72e96d42ea467909245",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/agisga/actions/runs/39416279574"
    },
    {
      "r": "4.6.1",
      "os": "linux",
      "version": "0.3.4.9000",
      "date": "2026-10-20T11:42:15.000Z",
      "distro": "resolute",
      "arch": "x86_64",
      "commit": "5fc053437d53ea9a4fd0724711d5c6d1e10c0aed",
      "fileid": "https://r2.ropensci.org/75239bc73d2c20be71771891c831e61cdd00a00daf1258ac88fc457eabcbce8a",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/agisga/actions/runs/39416279574"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "0.3.4.9000",
      "date": "2026-10-20T11:48:04.000Z",
      "arch": "aarch64",
      "commit": "5fc053437d53ea9a4fd0724711d5c6d1e10c0aed",
      "fileid": "https://r2.ropensci.org/325ffd58747451c36b5dbc42a44c2857ccb346b011bbf9711fde887ebbfdbe72",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/agisga/actions/runs/39416279574"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "0.3.4.9000",
      "date": "2026-10-20T11:45:23.000Z",
      "arch": "x86_64",
      "commit": "5fc053437d53ea9a4fd0724711d5c6d1e10c0aed",
      "fileid": "https://r2.ropensci.org/651a06656561c498e5228c495d0c77a05adf8f14e1b2706a8da6f3cf2d304651",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/agisga/actions/runs/39416279574"
    },
    {
      "r": "4.6.1",
      "os": "mac",
      "version": "0.3.4.9000",
      "date": "2026-10-20T11:46:51.000Z",
      "arch": "aarch64",
      "commit": "5fc053437d53ea9a4fd0724711d5c6d1e10c0aed",
      "fileid": "https://r2.ropensci.org/abac24c9944a7951ba593daa37a8c0bd49db8c1936005fde04bdd5409b5c4ed6",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/agisga/actions/runs/39416279574"
    },
    {
      "r": "4.6.1",
      "os": "mac",
      "version": "0.3.4.9000",
      "date": "2026-10-20T11:44:13.000Z",
      "arch": "x86_64",
      "commit": "5fc053437d53ea9a4fd0724711d5c6d1e10c0aed",
      "fileid": "https://r2.ropensci.org/8dddf3f3f0dadbea2db701ea7bf77043ec2afd9f943603476977b3fdcc074094",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/agisga/actions/runs/39416279574"
    },
    {
      "r": "4.6.0",
      "os": "wasm",
      "version": "0.3.4.9000",
      "date": "2026-10-20T11:42:18.000Z",
      "arch": "emscripten",
      "commit": "5fc053437d53ea9a4fd0724711d5c6d1e10c0aed",
      "fileid": "https://r2.ropensci.org/471d9351359925bea6925adec321531d0236152d172139a62817c8a8bfaba89d",
      "status": "success",
      "buildurl": "https://github.com/r-universe/agisga/actions/runs/39416279574"
    },
    {
      "r": "4.7.0",
      "os": "win",
      "version": "0.3.4.9000",
      "date": "2026-10-20T11:46:03.000Z",
      "arch": "aarch64",
      "commit": "5fc053437d53ea9a4fd0724711d5c6d1e10c0aed",
      "fileid": "https://r2.ropensci.org/f6d55d5f32e2173c5ada0440d3acecad4206a1a7ef527660564231956aa8e62e",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/agisga/actions/runs/39416279574"
    },
    {
      "r": "4.7.0",
      "os": "win",
      "version": "0.3.4.9000",
      "date": "2026-10-20T11:41:46.000Z",
      "arch": "x86_64",
      "commit": "5fc053437d53ea9a4fd0724711d5c6d1e10c0aed",
      "fileid": "https://r2.ropensci.org/b5439727bd1a669dadaacd8a4126d4313d722eda4020c15257206c7ae629b840",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/agisga/actions/runs/39416279574"
    },
    {
      "r": "4.5.3",
      "os": "win",
      "version": "0.3.4.9000",
      "date": "2026-10-20T11:41:40.000Z",
      "arch": "x86_64",
      "commit": "5fc053437d53ea9a4fd0724711d5c6d1e10c0aed",
      "fileid": "https://r2.ropensci.org/31675c37c498990afa8426b865e9e6ae883c790e8a2d4021a67f39c66b5985b3",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/agisga/actions/runs/39416279574"
    },
    {
      "r": "4.6.1",
      "os": "win",
      "version": "0.3.4.9000",
      "date": "2026-10-20T11:45:30.000Z",
      "arch": "aarch64",
      "commit": "5fc053437d53ea9a4fd0724711d5c6d1e10c0aed",
      "fileid": "https://r2.ropensci.org/bb3b72f3620fad35a47ca1205fa08188355339f67fc6947647eab19ace6695a2",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/agisga/actions/runs/39416279574"
    },
    {
      "r": "4.6.1",
      "os": "win",
      "version": "0.3.4.9000",
      "date": "2026-10-20T11:41:55.000Z",
      "arch": "x86_64",
      "commit": "5fc053437d53ea9a4fd0724711d5c6d1e10c0aed",
      "fileid": "https://r2.ropensci.org/9aea007c254f3db5f2cc7c7dbfa60114e621ac324c8fea286c73d2f087839274",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/agisga/actions/runs/39416279574"
    }
  ]
}