{
  "_id": "6ae20b8f95ca2370cc8cc817",
  "Package": "tlars",
  "Title": "The T-LARS Algorithm: Early-Terminated Forward Variable\nSelection",
  "Version": "1.0.1",
  "Date": "2024-02-24",
  "Description": "Computes the solution path of the Terminating-LARS\n(T-LARS) algorithm. The T-LARS algorithm is a major building\nblock of the T-Rex selector (see R package 'TRexSelector'). The\npackage is based on the papers Machkour, Muma, and Palomar\n(2022) <arXiv:2110.06048>, Efron, Hastie, Johnstone, and\nTibshirani (2004) <doi:10.1214/009053604000000067>, and\nTibshirani (1996) <doi:10.1111/j.2517-6161.1996.tb02080.x>.",
  "Authors@R": "c(\nperson(\"Jasin\", \"Machkour\", , \"jasin.machkour@tu-darmstadt.de\", role = c(\"aut\", \"cre\")),\nperson(\"Simon\", \"Tien\", , email = \"simon.tien@stud.tu-darmstadt.de\", role = \"aut\"),\nperson(c(\"Daniel\", \"P.\"), \"Palomar\", , \"daniel.p.palomar@gmail.com\", role = \"aut\"),\nperson(\"Michael\", \"Muma\", , \"michael.muma@tu-darmstadt.de\", role = \"aut\")\n)",
  "Maintainer": "Jasin Machkour <jasin.machkour@tu-darmstadt.de>",
  "URL": "https://github.com/jasinmachkour/tlars,\nhttps://arxiv.org/abs/2110.06048",
  "BugReports": "https://github.com/jasinmachkour/tlars/issues",
  "License": "GPL (>= 3)",
  "Encoding": "UTF-8",
  "LazyData": "true",
  "RoxygenNote": "7.3.1",
  "Config/testthat/edition": "3",
  "VignetteBuilder": "knitr",
  "NeedsCompilation": "yes",
  "Packaged": {
    "Date": "2026-10-28 11:24:49 UTC",
    "User": "root"
  },
  "Author": "Jasin Machkour [aut, cre], Simon Tien [aut], Daniel P. Palomar\n[aut], Michael Muma [aut]",
  "Repository": "https://cran.r-universe.dev",
  "Date/Publication": "2024-02-24 02:30:12 UTC",
  "RemoteUrl": "https://github.com/cran/tlars",
  "RemoteRef": "HEAD",
  "RemoteSha": "3676f6dd14e0a6a9b5904a772ce4c4d025186e95",
  "_user": "cran",
  "_type": "src",
  "_file": "tlars_1.0.1.tar.gz",
  "_fileid": "https://r2.ropensci.org/eb72b132f87deba7155c9ff61ddc0dd369f68f672b1e781f51b4126781a18100",
  "_filesize": 1062256,
  "_sha256": "eb72b132f87deba7155c9ff61ddc0dd369f68f672b1e781f51b4126781a18100",
  "_expires": "2027-02-05T11:37:37.000Z",
  "_created": "2026-10-28T11:24:49.000Z",
  "_published": "2026-10-28T14:49:50.970Z",
  "_upstream": "https://github.com/cran/tlars",
  "_status": "success",
  "_maintainer": {
    "name": "Jasin Machkour",
    "email": "jasin.machkour@tu-darmstadt.de",
    "login": "jasinmachkour",
    "linkedin": "in/jasin-machkour",
    "description": "",
    "uuid": 62179841
  },
  "_jobs": [
    {
      "job": 122891530898,
      "time": 113,
      "config": "linux-devel-arm64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "12812716400"
    },
    {
      "job": 122891529895,
      "time": 131,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "12812631626"
    },
    {
      "job": 122891530998,
      "time": 105,
      "config": "linux-release-arm64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "12812342172"
    },
    {
      "job": 122891530488,
      "time": 137,
      "config": "linux-release-x86_64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "12811539510"
    },
    {
      "job": 122891529332,
      "time": 270,
      "config": "source",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "12811718498"
    },
    {
      "job": 122891530155,
      "time": 113,
      "config": "wasm-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "12811932893"
    },
    {
      "job": 122891530294,
      "time": 268,
      "config": "windows-devel-arm64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "12812910926"
    },
    {
      "job": 122891529419,
      "time": 716,
      "config": "windows-devel-x86_64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "12812064550"
    },
    {
      "job": 122891530421,
      "time": 213,
      "config": "windows-release-arm64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "12811903128"
    },
    {
      "job": 122891530070,
      "time": 655,
      "config": "windows-release-x86_64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "12811694396"
    }
  ],
  "_buildurl": "https://github.com/r-universe/cran/actions/runs/40679194024",
  "_commit": {
    "id": "3676f6dd14e0a6a9b5904a772ce4c4d025186e95",
    "author": "Jasin Machkour <jasin.machkour@tu-darmstadt.de>",
    "committer": "cran-robot <csardi.gabor+cran@gmail.com>",
    "message": "version 1.0.1\n",
    "time": 1708741812
  },
  "_distro": "resolute",
  "_host": "GitHub-Actions",
  "_registered": true,
  "_dependencies": [
    {
      "package": "R",
      "version": ">= 2.10",
      "role": "Depends"
    },
    {
      "package": "RcppArmadillo",
      "role": "LinkingTo"
    },
    {
      "package": "Rcpp",
      "role": "LinkingTo"
    },
    {
      "package": "Rcpp",
      "role": "Imports"
    },
    {
      "package": "methods",
      "role": "Imports"
    },
    {
      "package": "stats",
      "role": "Imports"
    },
    {
      "package": "graphics",
      "role": "Imports"
    },
    {
      "package": "knitr",
      "role": "Suggests"
    },
    {
      "package": "rmarkdown",
      "role": "Suggests"
    },
    {
      "package": "ggplot2",
      "role": "Suggests"
    },
    {
      "package": "patchwork",
      "role": "Suggests"
    },
    {
      "package": "testthat",
      "version": ">= 3.0.0",
      "role": "Suggests"
    }
  ],
  "_owner": "cran",
  "_selfowned": false,
  "_usedby": 1,
  "_updates": [],
  "_tags": [],
  "_stars": 0,
  "_contributors": [
    {
      "user": "jasinmachkour",
      "count": 3,
      "uuid": 62179841
    }
  ],
  "_userbio": {
    "uuid": 6899542,
    "type": "organization",
    "name": "cran",
    "followers": 634,
    "description": "Unofficial read-only mirror of all CRAN R packages"
  },
  "_downloads": {
    "count": 386,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/tlars"
  },
  "_devurl": "https://github.com/jasinmachkour/tlars",
  "_searchresults": 10,
  "_topics": [
    "openblas",
    "cpp",
    "openmp"
  ],
  "_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/readme.html",
    "extra/readme.md",
    "extra/tlars.html"
  ],
  "_homeurl": "https://github.com/jasinmachkour/tlars",
  "_realowner": "jasinmachkour",
  "_cranurl": false,
  "_releases": [
    {
      "version": "0.0.1",
      "date": "2022-07-15"
    },
    {
      "version": "1.0.0",
      "date": "2024-02-21"
    },
    {
      "version": "1.0.1",
      "date": "2024-02-24"
    }
  ],
  "_exports": [
    "tlars",
    "tlars_cpp",
    "tlars_model"
  ],
  "_datasets": [
    {
      "name": "Gauss_data",
      "title": "Toy data generated from a Gaussian linear model",
      "object": "Gauss_data",
      "class": [
        "list"
      ],
      "fields": [],
      "table": false,
      "tojson": true
    }
  ],
  "_help": [
    {
      "page": "Gauss_data",
      "title": "Toy data generated from a Gaussian linear model",
      "topics": [
        "Gauss_data"
      ]
    },
    {
      "page": "plot.Rcpp_tlars_cpp",
      "title": "Plots the T-LARS solution path",
      "topics": [
        "plot.Rcpp_tlars_cpp"
      ]
    },
    {
      "page": "print.Rcpp_tlars_cpp",
      "title": "Prints a summary of the results stored in a C++ object of class tlars_cpp.",
      "topics": [
        "print.Rcpp_tlars_cpp"
      ]
    },
    {
      "page": "tlars",
      "title": "Executes the Terminating-LARS (T-LARS) algorithm",
      "topics": [
        "tlars"
      ]
    },
    {
      "page": "tlars_cpp",
      "title": "Exposes the C++ class tlars_cpp to R",
      "topics": [
        "tlars_cpp"
      ]
    },
    {
      "page": "tlars_model",
      "title": "Creates a Terminating-LARS (T-LARS) object",
      "topics": [
        "tlars_model"
      ]
    }
  ],
  "_readme": "https://github.com/cran/tlars/raw/HEAD/README.md",
  "_rundeps": [
    "Rcpp",
    "RcppArmadillo"
  ],
  "_sysdeps": [
    {
      "shlib": "libblas",
      "package": "libopenblas0-pthread",
      "source": "openblas",
      "version": "0.3.32+ds-5",
      "name": "openblas",
      "homepage": "https://www.openblas.net/",
      "description": "Optimized BLAS (linear algebra) library (shared lib, pthread)"
    },
    {
      "shlib": "libstdc++",
      "package": "libstdc++6",
      "source": "gcc",
      "version": "16-20260322-1ubuntu1",
      "name": "c++",
      "homepage": "http://gcc.gnu.org/",
      "description": "GNU Standard C++ Library v3"
    },
    {
      "shlib": "libgomp",
      "package": "libgomp1",
      "source": "gcc",
      "version": "16-20260322-1ubuntu1",
      "name": "openmp",
      "homepage": "http://gcc.gnu.org/",
      "description": "GCC OpenMP (GOMP) support library"
    }
  ],
  "_vignettes": [
    {
      "source": "tlars_variable_selection.Rmd",
      "filename": "tlars_variable_selection.html",
      "title": "The Terminating-LARS (T-LARS) Method: Usage and Simulations",
      "author": "| Jasin Machkour^#^, Simon Tien^#^, Daniel P. Palomar^*^, Michael Muma^#^ | | ^#^Technische Universität Darmstadt | ^*^The Hong Kong University of Science and Technology",
      "engine": "knitr::rmarkdown",
      "headings": [
        "Motivation",
        "Installation",
        "Quick Start",
        "T-LARS Warm Starts",
        "FDR and TPR",
        "False discovery rate (FDR) and true positive rate (TPR)",
        "Simulations",
        "Outlook",
        "References"
      ],
      "created": "2022-07-15 07:40:02",
      "modified": "2024-02-24 02:30:12",
      "commits": 3
    }
  ],
  "_score": 3.1760912590556813,
  "_indexed": false,
  "_nocasepkg": "tlars",
  "_universes": [
    "cran"
  ],
  "_indexurl": "https://jasinmachkour.r-universe.dev/tlars",
  "_binaries": [
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "1.0.1",
      "date": "2026-10-28T11:26:46.000Z",
      "distro": "resolute",
      "arch": "aarch64",
      "commit": "3676f6dd14e0a6a9b5904a772ce4c4d025186e95",
      "fileid": "https://r2.ropensci.org/d286b9108c8053ec8dab125566d58a32bf8dc3a99ca168bd99645bae4c863c85",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/cran/actions/runs/40679194024"
    },
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "1.0.1",
      "date": "2026-10-28T11:27:05.000Z",
      "distro": "resolute",
      "arch": "x86_64",
      "commit": "3676f6dd14e0a6a9b5904a772ce4c4d025186e95",
      "fileid": "https://r2.ropensci.org/14c264467b5ef4dd9120705375468dacfb960cd48a3215860d6370093ca6bb2f",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/cran/actions/runs/40679194024"
    },
    {
      "r": "4.6.1",
      "os": "linux",
      "version": "1.0.1",
      "date": "2026-10-28T11:26:44.000Z",
      "distro": "resolute",
      "arch": "aarch64",
      "commit": "3676f6dd14e0a6a9b5904a772ce4c4d025186e95",
      "fileid": "https://r2.ropensci.org/e85c2f10b32ea4ed3b9063a99f68bb1a0f83e1bcc1522245163c2c0fa4a37b28",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/cran/actions/runs/40679194024"
    },
    {
      "r": "4.6.1",
      "os": "linux",
      "version": "1.0.1",
      "date": "2026-10-28T11:27:09.000Z",
      "distro": "resolute",
      "arch": "x86_64",
      "commit": "3676f6dd14e0a6a9b5904a772ce4c4d025186e95",
      "fileid": "https://r2.ropensci.org/5031eb14ddf65db0e62854e83eae636a514999f7de4deb459975cd4f97fc762e",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/cran/actions/runs/40679194024"
    },
    {
      "r": "4.6.0",
      "os": "wasm",
      "version": "1.0.1",
      "date": "2026-10-28T11:27:06.000Z",
      "arch": "emscripten",
      "commit": "3676f6dd14e0a6a9b5904a772ce4c4d025186e95",
      "fileid": "https://r2.ropensci.org/ecf5703660c114bdc4f9c51e2ebe58b5774535be3246bf2829fb0fc98c6a09fb",
      "status": "success",
      "buildurl": "https://github.com/r-universe/cran/actions/runs/40679194024"
    },
    {
      "r": "4.7.0",
      "os": "win",
      "version": "1.0.1",
      "date": "2026-10-28T11:29:01.000Z",
      "arch": "aarch64",
      "commit": "3676f6dd14e0a6a9b5904a772ce4c4d025186e95",
      "fileid": "https://r2.ropensci.org/a7aa0d011e3ae2676981533a62373aeafad19bccae9d7b6faafb9275182b5202",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/cran/actions/runs/40679194024"
    },
    {
      "r": "4.7.0",
      "os": "win",
      "version": "1.0.1",
      "date": "2026-10-28T11:35:41.000Z",
      "arch": "x86_64",
      "commit": "3676f6dd14e0a6a9b5904a772ce4c4d025186e95",
      "fileid": "https://r2.ropensci.org/2712afbc96def31de91812f8aed4d0daebb4660d46dc639ee10bd3199c236de3",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/cran/actions/runs/40679194024"
    },
    {
      "r": "4.6.1",
      "os": "win",
      "version": "1.0.1",
      "date": "2026-10-28T11:28:06.000Z",
      "arch": "aarch64",
      "commit": "3676f6dd14e0a6a9b5904a772ce4c4d025186e95",
      "fileid": "https://r2.ropensci.org/186e948c93d61e4148390ab18a0db869d8c759f07fec87a9d9e20a1c83e073e7",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/cran/actions/runs/40679194024"
    },
    {
      "r": "4.6.1",
      "os": "win",
      "version": "1.0.1",
      "date": "2026-10-28T11:35:10.000Z",
      "arch": "x86_64",
      "commit": "3676f6dd14e0a6a9b5904a772ce4c4d025186e95",
      "fileid": "https://r2.ropensci.org/471401d800d93b0e896d6568c44f5dc75d8fa160a417cb2401e6ca53a8e3978f",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/cran/actions/runs/40679194024"
    }
  ]
}