{
  "_id": "6a10442eacfb0bcc41c9e348",
  "Package": "StabilizedRegression",
  "Title": "Stabilizing Regression and Variable Selection",
  "Version": "1.1",
  "Authors@R": "c(\nperson(\"Niklas\", \"Pfister\", email=\"np@math.ku.dk\", role=c(\"aut\", \"cre\")),\nperson(\"Evan\", \"Williams\", email=\"williams@imsb.biol.ethz.ch\", role=\"ctb\"))",
  "Description": "Contains an implementation of 'StabilizedRegression', a\nregression framework for heterogeneous data introduced in\nPfister et al. (2021) <arXiv:1911.01850>. The procedure uses\naveraging to estimate a regression of a set of predictors X on\na response variable Y by enforcing stability with respect to a\ngiven environment variable. The resulting regression leads to a\nvariable selection procedure which allows to distinguish\nbetween stable and unstable predictors. The package further\nimplements a visualization technique which illustrates the\ntrade-off between stability and predictiveness of individual\npredictors.",
  "BugReports": "https://github.com/NiklasPfister/StabilizedRegression-R/issues",
  "License": "GPL-3",
  "Encoding": "UTF-8",
  "RoxygenNote": "7.2.0",
  "Repository": "https://niklaspfister.r-universe.dev",
  "Date/Publication": "2022-06-30 07:54:24 UTC",
  "RemoteUrl": "https://github.com/niklaspfister/stabilizedregression-r",
  "RemoteRef": "HEAD",
  "RemoteSha": "e3c5807cce8afc0ff07903654994328dcc8c3d7a",
  "RemoteSubdir": "StabilizedRegression",
  "NeedsCompilation": "no",
  "Packaged": {
    "Date": "2026-05-11 06:37:39 UTC",
    "User": "root"
  },
  "Author": "Niklas Pfister [aut, cre],\nEvan Williams [ctb]",
  "Maintainer": "Niklas Pfister <np@math.ku.dk>",
  "MD5sum": "2355c6c2f6c8fd74a95e601cbf559c7a",
  "_user": "niklaspfister",
  "_type": "src",
  "_file": "StabilizedRegression_1.1.tar.gz",
  "_fileid": "d3a365ed3d54d66536eb81bf81d8db1bd70a2e751d6f84c87256906b836ad5a0",
  "_filesize": 126056,
  "_sha256": "d3a365ed3d54d66536eb81bf81d8db1bd70a2e751d6f84c87256906b836ad5a0",
  "_created": "2026-05-11T06:37:39.000Z",
  "_published": "2026-05-22T11:55:26.822Z",
  "_distro": "noble",
  "_jobs": [
    {
      "job": 77374409418,
      "time": 127,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "NOTE",
      "artifact": "6911836846"
    },
    {
      "job": 77374409352,
      "time": 137,
      "config": "linux-release-x86_64",
      "r": "4.6.0",
      "check": "NOTE",
      "artifact": "6911839180"
    },
    {
      "job": 77374409356,
      "time": 266,
      "config": "macos-oldrel-arm64",
      "r": "4.5.3",
      "check": "NOTE",
      "artifact": "6911859246"
    },
    {
      "job": 77374408915,
      "time": 230,
      "config": "macos-release-arm64",
      "r": "4.6.0",
      "check": "NOTE",
      "artifact": "6911845955"
    },
    {
      "job": 77374409002,
      "time": 166,
      "config": "source",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "6911808347"
    },
    {
      "job": 77374408656,
      "time": 105,
      "config": "wasm-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7159869170"
    },
    {
      "job": 77374409219,
      "time": 131,
      "config": "windows-devel",
      "r": "4.7.0",
      "check": "NOTE",
      "artifact": "6911837886"
    },
    {
      "job": 77374409187,
      "time": 111,
      "config": "windows-oldrel",
      "r": "4.5.3",
      "check": "NOTE",
      "artifact": "6911833613"
    },
    {
      "job": 77374409377,
      "time": 126,
      "config": "windows-release",
      "r": "4.6.0",
      "check": "NOTE",
      "artifact": "6911836931"
    }
  ],
  "_buildurl": "https://github.com/r-universe/niklaspfister/actions/runs/25654304677",
  "_status": "success",
  "_host": "GitHub-Actions",
  "_upstream": "https://github.com/niklaspfister/stabilizedregression-r",
  "_commit": {
    "id": "e3c5807cce8afc0ff07903654994328dcc8c3d7a",
    "author": "Niklas Pfister <np@math.ku.dk>",
    "committer": "Niklas Pfister <np@math.ku.dk>",
    "message": "update to version 1.1\n",
    "time": 1656575664
  },
  "_maintainer": {
    "name": "Niklas Pfister",
    "email": "np@math.ku.dk",
    "login": "niklaspfister",
    "mastodon": "@npfister@ellis.social",
    "uuid": 24977634
  },
  "_registered": true,
  "_dependencies": [
    {
      "package": "R",
      "version": ">= 3.5",
      "role": "Depends"
    },
    {
      "package": "MASS",
      "role": "Imports"
    },
    {
      "package": "R6",
      "role": "Imports"
    },
    {
      "package": "glmnet",
      "role": "Imports"
    },
    {
      "package": "corpcor",
      "role": "Imports"
    },
    {
      "package": "ggplot2",
      "role": "Imports"
    },
    {
      "package": "ggrepel",
      "role": "Imports"
    }
  ],
  "_owner": "niklaspfister",
  "_selfowned": true,
  "_usedby": 0,
  "_updates": [],
  "_tags": [],
  "_stars": 2,
  "_contributors": [
    {
      "user": "niklaspfister",
      "count": 1,
      "uuid": 24977634
    }
  ],
  "_userbio": {
    "uuid": 24977634,
    "type": "user",
    "name": "NiklasPfister"
  },
  "_downloads": {
    "count": 189,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/StabilizedRegression"
  },
  "_devurl": "https://github.com/niklaspfister/stabilizedregression-r",
  "_searchresults": 1,
  "_rbuild": "4.6.0",
  "_assets": [
    "extra/citation.cff",
    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
    "extra/readme.html",
    "extra/readme.md",
    "extra/StabilizedRegression.html",
    "manual.pdf"
  ],
  "_homeurl": "https://github.com/niklaspfister/stabilizedregression-r",
  "_realowner": "niklaspfister",
  "_cranurl": true,
  "_releases": [
    {
      "version": "1.0",
      "date": "2020-03-13"
    },
    {
      "version": "1.1",
      "date": "2022-06-30"
    }
  ],
  "_exports": [
    "learn_network",
    "linear_regressor",
    "SRanalysis",
    "StabilizedRegression"
  ],
  "_help": [
    {
      "page": "coef.StabilizedRegression",
      "title": "coefficients function",
      "topics": [
        "coef.StabilizedRegression"
      ]
    },
    {
      "page": "learn_network",
      "title": "Learn network model",
      "topics": [
        "learn_network"
      ]
    },
    {
      "page": "linear_regressor",
      "title": "R6 Class Representing a Linear Regression",
      "topics": [
        "linear_regressor"
      ]
    },
    {
      "page": "plot.SRanalysis",
      "title": "plot function",
      "topics": [
        "plot.SRanalysis"
      ]
    },
    {
      "page": "predict.StabilizedRegression",
      "title": "predict function",
      "topics": [
        "predict.StabilizedRegression"
      ]
    },
    {
      "page": "SRanalysis",
      "title": "Stability analysis",
      "topics": [
        "SRanalysis"
      ]
    },
    {
      "page": "StabilizedRegression",
      "title": "StabilizedRegression",
      "topics": [
        "StabilizedRegression"
      ]
    }
  ],
  "_readme": "https://github.com/niklaspfister/stabilizedregression-r/raw/HEAD/README.md",
  "_rundeps": [
    "cli",
    "codetools",
    "corpcor",
    "cpp11",
    "farver",
    "foreach",
    "ggplot2",
    "ggrepel",
    "glmnet",
    "glue",
    "gtable",
    "isoband",
    "iterators",
    "labeling",
    "lattice",
    "lifecycle",
    "MASS",
    "Matrix",
    "R6",
    "RColorBrewer",
    "Rcpp",
    "RcppEigen",
    "rlang",
    "S7",
    "scales",
    "shape",
    "survival",
    "vctrs",
    "viridisLite",
    "withr"
  ],
  "_score": 3,
  "_indexed": true,
  "_nocasepkg": "stabilizedregression",
  "_universes": [
    "niklaspfister"
  ],
  "_binaries": [
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "1.1",
      "date": "2026-05-11T06:39:26.000Z",
      "distro": "noble",
      "commit": "e3c5807cce8afc0ff07903654994328dcc8c3d7a",
      "fileid": "1b813765cf656c15afc94d5f49c111db3394e95e74354f08f5152a9775d6177c",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/niklaspfister/actions/runs/25654304677"
    },
    {
      "r": "4.6.0",
      "os": "linux",
      "version": "1.1",
      "date": "2026-05-11T06:39:35.000Z",
      "distro": "noble",
      "commit": "e3c5807cce8afc0ff07903654994328dcc8c3d7a",
      "fileid": "b698e31ad94a31cad867cad51b209d715ab503e558bac15b3b0112e993210a83",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/niklaspfister/actions/runs/25654304677"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "1.1",
      "date": "2026-05-11T06:40:54.000Z",
      "commit": "e3c5807cce8afc0ff07903654994328dcc8c3d7a",
      "fileid": "33a2393e259aa8576be7b47d55b6329f2664b76bfd45fe47ff7fd7b4ef230992",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/niklaspfister/actions/runs/25654304677"
    },
    {
      "r": "4.6.0",
      "os": "mac",
      "version": "1.1",
      "date": "2026-05-11T06:40:08.000Z",
      "commit": "e3c5807cce8afc0ff07903654994328dcc8c3d7a",
      "fileid": "2bdd16a91f9d06648ed7d6d4eb7031de0f05f7cdc7a70f088dfa010f349ec1e7",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/niklaspfister/actions/runs/25654304677"
    },
    {
      "r": "4.7.0",
      "os": "win",
      "version": "1.1",
      "date": "2026-05-11T06:39:20.000Z",
      "commit": "e3c5807cce8afc0ff07903654994328dcc8c3d7a",
      "fileid": "22d34982e4ae90a8d30eda5c22deea2925482f432eb7180f89c81fa2dc7fe851",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/niklaspfister/actions/runs/25654304677"
    },
    {
      "r": "4.5.3",
      "os": "win",
      "version": "1.1",
      "date": "2026-05-11T06:39:14.000Z",
      "commit": "e3c5807cce8afc0ff07903654994328dcc8c3d7a",
      "fileid": "601fca14b82f4dd149dd79e76c528f2b49e3ba7bafc1f30db6593d43b31135b1",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/niklaspfister/actions/runs/25654304677"
    },
    {
      "r": "4.6.0",
      "os": "win",
      "version": "1.1",
      "date": "2026-05-11T06:39:20.000Z",
      "commit": "e3c5807cce8afc0ff07903654994328dcc8c3d7a",
      "fileid": "6e8b17393f26229b92cde73082e6456fb8d5b9a2441b3c0775557431543a8256",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/niklaspfister/actions/runs/25654304677"
    },
    {
      "r": "4.6.0",
      "os": "wasm",
      "version": "1.1",
      "date": "2026-05-22T11:55:11.000Z",
      "commit": "e3c5807cce8afc0ff07903654994328dcc8c3d7a",
      "fileid": "76420cd1b68f2bf5ee1b132477b565ccad5e2bf929b10d9e7148dc9878c09fc5",
      "status": "success",
      "buildurl": "https://github.com/r-universe/niklaspfister/actions/runs/25654304677"
    }
  ]
}