{
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  "Package": "stabs",
  "Title": "Stability Selection with Error Control",
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  "Date": "2026-01-30",
  "Authors@R": "c(person(\"Benjamin\", \"Hofner\", role = c(\"aut\", \"cre\"),\nemail = \"benjamin.hofner@pei.de\",\ncomment = c(ORCID = \"0000-0003-2810-3186\")),\nperson(\"Torsten\", \"Hothorn\", role = c(\"aut\"),\ncomment = c(ORCID = \"0000-0001-8301-0471\")))",
  "Description": "Resampling procedures to assess the stability of selected\nvariables with additional finite sample error control for\nhigh-dimensional variable selection procedures such as Lasso or\nboosting. Both, standard stability selection (Meinshausen &\nBuhlmann, 2010, <doi:10.1111/j.1467-9868.2010.00740.x>) and\ncomplementary pairs stability selection with improved error\nbounds (Shah & Samworth, 2013,\n<doi:10.1111/j.1467-9868.2011.01034.x>) are implemented. The\npackage can be combined with arbitrary user specified variable\nselection approaches.",
  "VignetteBuilder": "knitr",
  "License": "GPL-2",
  "URL": "https://github.com/hofnerb/stabs",
  "BugReports": "https://github.com/hofnerb/stabs/issues",
  "Repository": "https://hofnerb.r-universe.dev",
  "Date/Publication": "2026-01-30 10:19:04 UTC",
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    "User": "root"
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  "Author": "Benjamin Hofner [aut, cre] (ORCID:\n<https://orcid.org/0000-0003-2810-3186>),\nTorsten Hothorn [aut] (ORCID: <https://orcid.org/0000-0001-8301-0471>)",
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    "r-language",
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        "stabsel_parameters.stabsel"
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    },
    {
      "page": "plot",
      "title": "Plot and Print Methods for Stability Selection",
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        "plot",
        "plot.stabsel",
        "print.stabsel"
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        "selected.stabsel"
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      "title": "Stability Selection",
      "topics": [
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        "stabsel.data.frame",
        "stabsel.matrix"
      ]
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    {
      "page": "stabsel_parameters",
      "title": "Compute Error Bounds for Stability Selection",
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        "stabsel_parameters",
        "stabsel_parameters.default"
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    },
    {
      "page": "stabsel_stabsel",
      "title": "Change Parameters of Stability Selection",
      "topics": [
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    },
    {
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      "topics": [
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      "title": "Stability selection - Using stabs",
      "author": "Benjamin Hofner",
      "engine": "knitr::rmarkdown",
      "headings": [
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        "Using stabs",
        "User-specified variable selection approaches",
        "Using boosting with stability selection",
        "Citation"
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      "created": "2017-01-27 15:35:34",
      "modified": "2017-07-18 11:03:51",
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