{
  "_id": "6acca1e3a14063b82c3a71cb",
  "Encoding": "UTF-8",
  "Package": "plsVarSel",
  "Type": "Package",
  "Title": "Variable Selection in Partial Least Squares",
  "Version": "0.10.0",
  "Date": "2026-02-12",
  "Authors@R": "c(person(given = \"Kristian Hovde\",\nfamily = \"Liland\",\nrole = c(\"aut\", \"cre\"),\nemail = \"kristian.liland@nmbu.no\",\ncomment = c(ORCID = \"0000-0001-6468-9423\")),\nperson(given = \"Tahir\",\nfamily = \"Mehmood\",\nrole = c(\"ctb\")),\nperson(given = \"Solve\",\nfamily = \"Sæbø\",\nrole = c(\"ctb\")))",
  "Description": "Interfaces and methods for variable selection in Partial\nLeast Squares. The methods include filter methods, wrapper\nmethods and embedded methods. Both regression and\nclassification is supported.",
  "License": "GPL (>=2)",
  "URL": "https://github.com/khliland/plsVarSel/",
  "BugReports": "https://github.com/khliland/plsVarSel/issues/",
  "RoxygenNote": "7.3.3",
  "Repository": "https://khliland.r-universe.dev",
  "Date/Publication": "2026-02-11 20:59:51 UTC",
  "RemoteUrl": "https://github.com/khliland/plsvarsel",
  "RemoteRef": "HEAD",
  "RemoteSha": "9b24f6c8713274c217351f1984407c867f5f5795",
  "NeedsCompilation": "no",
  "Packaged": {
    "Date": "2026-10-12 08:58:13 UTC",
    "User": "root"
  },
  "Author": "Kristian Hovde Liland [aut, cre] (ORCID:\n<https://orcid.org/0000-0001-6468-9423>),\nTahir Mehmood [ctb],\nSolve Sæbø [ctb]",
  "Maintainer": "Kristian Hovde Liland <kristian.liland@nmbu.no>",
  "_user": "khliland",
  "_type": "src",
  "_file": "plsVarSel_0.10.0.tar.gz",
  "_fileid": "https://r2.ropensci.org/496c4aa8e2def892700c6594a91ca952d8784edfbac7978728258c8265567f12",
  "_filesize": 235018,
  "_sha256": "496c4aa8e2def892700c6594a91ca952d8784edfbac7978728258c8265567f12",
  "_expires": "2027-01-20T09:01:20.000Z",
  "_created": "2026-10-12T08:58:13.000Z",
  "_published": "2026-10-12T09:01:23.237Z",
  "_buildurl": "https://github.com/r-universe/khliland/actions/runs/38226637532",
  "_status": "success",
  "_host": "GitHub-Actions",
  "_jobs": [
    {
      "job": 114736542866,
      "time": 115,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "11735888595"
    },
    {
      "job": 114736542748,
      "time": 105,
      "config": "linux-release-x86_64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "11736953946"
    },
    {
      "job": 114736542652,
      "time": 102,
      "config": "macos-oldrel-arm64",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "11736043529"
    },
    {
      "job": 114736542744,
      "time": 138,
      "config": "macos-release-arm64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "11736913674"
    },
    {
      "job": 114735763412,
      "time": 131,
      "config": "source",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "11736309222"
    },
    {
      "job": 114736542721,
      "time": 87,
      "config": "wasm-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "11736238037"
    },
    {
      "job": 114736542780,
      "time": 76,
      "config": "windows-devel-x86_64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "11736279517"
    },
    {
      "job": 114736542888,
      "time": 83,
      "config": "windows-oldrel-x86_64",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "11736733994"
    },
    {
      "job": 114736542788,
      "time": 86,
      "config": "windows-release-x86_64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "11736698516"
    }
  ],
  "_upstream": "https://github.com/khliland/plsvarsel",
  "_commit": {
    "id": "9b24f6c8713274c217351f1984407c867f5f5795",
    "author": "Kristian Hovde Liland <khliland@users.noreply.github.com>",
    "committer": "Kristian Hovde Liland <khliland@users.noreply.github.com>",
    "message": "Credited @tien-endotchang for reporting two errors\n",
    "time": 1770843591
  },
  "_maintainer": {
    "name": "Kristian Hovde Liland",
    "email": "kristian.liland@nmbu.no",
    "login": "khliland",
    "description": "",
    "uuid": 9257806,
    "orcid": "0000-0001-6468-9423"
  },
  "_distro": "resolute",
  "_registered": true,
  "_dependencies": [
    {
      "package": "pls",
      "role": "Depends"
    },
    {
      "package": "grDevices",
      "role": "Imports"
    },
    {
      "package": "graphics",
      "role": "Imports"
    },
    {
      "package": "genalg",
      "role": "Imports"
    },
    {
      "package": "mvtnorm",
      "role": "Imports"
    },
    {
      "package": "bdsmatrix",
      "role": "Imports"
    },
    {
      "package": "MASS",
      "role": "Imports"
    },
    {
      "package": "progress",
      "role": "Imports"
    },
    {
      "package": "parallel",
      "role": "Imports"
    },
    {
      "package": "stats",
      "role": "Imports"
    },
    {
      "package": "praznik",
      "role": "Imports"
    },
    {
      "package": "Rmpi",
      "role": "Suggests"
    }
  ],
  "_owner": "khliland",
  "_selfowned": true,
  "_usedby": 5,
  "_updates": [
    {
      "week": "2026-07",
      "n": 2
    }
  ],
  "_tags": [],
  "_stars": 5,
  "_contributors": [
    {
      "user": "khliland",
      "count": 20,
      "uuid": 9257806
    }
  ],
  "_userbio": {
    "uuid": 9257806,
    "type": "user",
    "name": "Kristian Hovde Liland",
    "followers": 45
  },
  "_downloads": {
    "count": 622,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/plsVarSel"
  },
  "_mentions": 12,
  "_devurl": "https://github.com/khliland/plsvarsel",
  "_searchresults": 70,
  "_rbuild": "4.6.1",
  "_assets": [
    "extra/citation.cff",
    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
    "extra/manual.pdf",
    "extra/NEWS.html",
    "extra/NEWS.txt",
    "extra/plsVarSel.html",
    "extra/readme.html",
    "extra/readme.md"
  ],
  "_homeurl": "https://github.com/khliland/plsvarsel",
  "_realowner": "khliland",
  "_cranurl": true,
  "_releases": [
    {
      "version": "0.7",
      "date": "2016-03-30"
    },
    {
      "version": "0.8",
      "date": "2016-06-15"
    },
    {
      "version": "0.9",
      "date": "2016-07-27"
    },
    {
      "version": "0.9.1",
      "date": "2016-10-12"
    },
    {
      "version": "0.9.2",
      "date": "2017-11-09"
    },
    {
      "version": "0.9.3",
      "date": "2017-11-22"
    },
    {
      "version": "0.9.4",
      "date": "2017-12-15"
    },
    {
      "version": "0.9.5",
      "date": "2020-02-04"
    },
    {
      "version": "0.9.6",
      "date": "2020-04-03"
    },
    {
      "version": "0.9.7",
      "date": "2022-01-04"
    },
    {
      "version": "0.9.8",
      "date": "2022-07-16"
    },
    {
      "version": "0.9.9",
      "date": "2022-10-29"
    },
    {
      "version": "0.9.10",
      "date": "2023-01-14"
    },
    {
      "version": "0.9.11",
      "date": "2024-04-22"
    },
    {
      "version": "0.9.12",
      "date": "2024-05-22"
    },
    {
      "version": "0.9.13",
      "date": "2025-04-09"
    },
    {
      "version": "0.10.0",
      "date": "2026-02-16"
    }
  ],
  "_exports": [
    "bve_pls",
    "covSel",
    "filterPLSR",
    "FRC",
    "ga_pls",
    "ipw_pls",
    "ipw_pls_legacy",
    "lda_from_pls",
    "lda_from_pls_cv",
    "LW",
    "mcuve_pls",
    "mRMR",
    "mvrV",
    "myImagePlot",
    "PVR",
    "PVS",
    "RC",
    "rep_pls",
    "setDA",
    "shaving",
    "simulate_classes",
    "simulate_data",
    "sMC",
    "spa_pls",
    "SR",
    "stpls",
    "T2_pls",
    "truncation",
    "URC",
    "VIP",
    "WVC_pls"
  ],
  "_help": [
    {
      "page": "bve_pls",
      "title": "Backward variable elimination PLS (BVE-PLS)",
      "topics": [
        "bve_pls"
      ]
    },
    {
      "page": "covSel",
      "title": "Covariance Selection - CovSel",
      "topics": [
        "covSel"
      ]
    },
    {
      "page": "filterPLSR",
      "title": "Optimisation of filters for Partial Least Squares",
      "topics": [
        "filterPLSR"
      ]
    },
    {
      "page": "ga_pls",
      "title": "Genetic algorithm combined with PLS regression (GA-PLS)",
      "topics": [
        "ga_pls"
      ]
    },
    {
      "page": "ipw_pls",
      "title": "Iterative predictor weighting PLS (IPW-PLS)",
      "topics": [
        "ipw_pls",
        "ipw_pls_legacy"
      ]
    },
    {
      "page": "lda_from_pls",
      "title": "LDA/QDA classification from PLS model",
      "topics": [
        "lda_from_pls"
      ]
    },
    {
      "page": "lda_from_pls_cv",
      "title": "Cross-validated LDA/QDA classification from PLS model",
      "topics": [
        "lda_from_pls_cv"
      ]
    },
    {
      "page": "mcuve_pls",
      "title": "Uninformative variable elimination in PLS (UVE-PLS)",
      "topics": [
        "mcuve_pls"
      ]
    },
    {
      "page": "mvrV",
      "title": "Multivariate regression function",
      "topics": [
        "mvrV"
      ]
    },
    {
      "page": "myImagePlot",
      "title": "Matrix plotting",
      "topics": [
        "myImagePlot"
      ]
    },
    {
      "page": "plsVarSel",
      "title": "Variable selection in Partial Least Squares",
      "topics": [
        "plsVarSel"
      ]
    },
    {
      "page": "PVR",
      "title": "Principal Variable Regression (PVR)",
      "topics": [
        "PVR"
      ]
    },
    {
      "page": "PVS",
      "title": "Principal Variable Selection (PVS)",
      "topics": [
        "PVS"
      ]
    },
    {
      "page": "rep_pls",
      "title": "Regularized elimination procedure in PLS",
      "topics": [
        "rep_pls"
      ]
    },
    {
      "page": "setDA",
      "title": "Set chosen Discriminant Analysis",
      "topics": [
        "setDA"
      ]
    },
    {
      "page": "shaving",
      "title": "Repeated shaving of variables",
      "topics": [
        "plot.shaved",
        "print.shaved",
        "shaving"
      ]
    },
    {
      "page": "simulate_classes",
      "title": "Simulate classes",
      "topics": [
        "simulate_classes",
        "simulate_data"
      ]
    },
    {
      "page": "spa_pls",
      "title": "Sub-window permutation analysis coupled with PLS (SwPA-PLS)",
      "topics": [
        "spa_pls"
      ]
    },
    {
      "page": "stpls",
      "title": "Soft-Threshold PLS (ST-PLS)",
      "topics": [
        "stpls"
      ]
    },
    {
      "page": "summary.mvrV",
      "title": "Summary method for stpls and trunc",
      "topics": [
        "summary.mvrV"
      ]
    },
    {
      "page": "T2_pls",
      "title": "Hotelling's T^2 based variable selection in PLS - T^2-PLS)",
      "topics": [
        "T2_pls"
      ]
    },
    {
      "page": "truncation",
      "title": "Trunction PLS",
      "topics": [
        "truncation"
      ]
    },
    {
      "page": "VIP",
      "title": "Filter methods for variable selection with Partial Least Squares.",
      "topics": [
        "FRC",
        "LW",
        "mRMR",
        "RC",
        "sMC",
        "SR",
        "URC",
        "VIP"
      ]
    },
    {
      "page": "WVC_pls",
      "title": "Weighted Variable Contribution in PLS (WVC-PLS)",
      "topics": [
        "WVC_pls"
      ]
    }
  ],
  "_readme": "https://github.com/khliland/plsvarsel/raw/HEAD/README.md",
  "_rundeps": [
    "bdsmatrix",
    "cli",
    "crayon",
    "genalg",
    "glue",
    "hms",
    "lifecycle",
    "MASS",
    "mvtnorm",
    "pkgconfig",
    "pls",
    "praznik",
    "prettyunits",
    "progress",
    "R6",
    "rlang",
    "vctrs"
  ],
  "_score": 6.419129307741976,
  "_indexed": true,
  "_nocasepkg": "plsvarsel",
  "_universes": [
    "khliland"
  ],
  "_binaries": [
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "0.10.0",
      "date": "2026-10-12T09:00:03.000Z",
      "distro": "resolute",
      "commit": "9b24f6c8713274c217351f1984407c867f5f5795",
      "fileid": "https://r2.ropensci.org/bfa8365bf9357394590d27996480956cbaac9f4b75cbb47788b3072fb92e5d9b",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/khliland/actions/runs/38226637532"
    },
    {
      "r": "4.6.1",
      "os": "linux",
      "version": "0.10.0",
      "date": "2026-10-12T08:59:56.000Z",
      "distro": "resolute",
      "commit": "9b24f6c8713274c217351f1984407c867f5f5795",
      "fileid": "https://r2.ropensci.org/51a6dee58ae50906fb9ef2630c6523e068f3e530fd4f4debe16970e56e2d05bb",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/khliland/actions/runs/38226637532"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "0.10.0",
      "date": "2026-10-12T09:00:01.000Z",
      "commit": "9b24f6c8713274c217351f1984407c867f5f5795",
      "fileid": "https://r2.ropensci.org/d9ed47084f822ca3ee87131905c159b537d911759b93243e863c6c147b48a01b",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/khliland/actions/runs/38226637532"
    },
    {
      "r": "4.6.1",
      "os": "mac",
      "version": "0.10.0",
      "date": "2026-10-12T09:00:32.000Z",
      "commit": "9b24f6c8713274c217351f1984407c867f5f5795",
      "fileid": "https://r2.ropensci.org/8221c18dc47700e10090aa9f325dc15bcdd7ebe04c3c0c2490aced3f60459607",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/khliland/actions/runs/38226637532"
    },
    {
      "r": "4.6.0",
      "os": "wasm",
      "version": "0.10.0",
      "date": "2026-10-12T09:00:02.000Z",
      "commit": "9b24f6c8713274c217351f1984407c867f5f5795",
      "fileid": "https://r2.ropensci.org/68057146704d0f1806ec076a4971b1f162acdbcd69ab86e68ccb76cff126bf76",
      "status": "success",
      "buildurl": "https://github.com/r-universe/khliland/actions/runs/38226637532"
    },
    {
      "r": "4.7.0",
      "os": "win",
      "version": "0.10.0",
      "date": "2026-10-12T08:59:18.000Z",
      "commit": "9b24f6c8713274c217351f1984407c867f5f5795",
      "fileid": "https://r2.ropensci.org/cdf570effd68f3c83dc048a82d800b34a877184009883c728bb3be5144aa371b",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/khliland/actions/runs/38226637532"
    },
    {
      "r": "4.5.3",
      "os": "win",
      "version": "0.10.0",
      "date": "2026-10-12T08:59:22.000Z",
      "commit": "9b24f6c8713274c217351f1984407c867f5f5795",
      "fileid": "https://r2.ropensci.org/967a622b811df7c9dd515330bf616c18f643d42db07b34e5a461cfbe37dc74c5",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/khliland/actions/runs/38226637532"
    },
    {
      "r": "4.6.1",
      "os": "win",
      "version": "0.10.0",
      "date": "2026-10-12T08:59:30.000Z",
      "commit": "9b24f6c8713274c217351f1984407c867f5f5795",
      "fileid": "https://r2.ropensci.org/5c6c3926d5ab3b2d96f8efdfb705df0e7a1a0867af69d73e93e3322924442da5",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/khliland/actions/runs/38226637532"
    }
  ]
}