{
  "_id": "6a113d6aacfb0bcc41ce5e84",
  "Package": "LassoHiDFastGibbs",
  "Type": "Package",
  "Title": "Fast High-Dimensional Gibbs Samplers for Bayesian Lasso\nRegression",
  "Version": "0.1.5",
  "Authors@R": "c(person(\"John\", \"Ormerod\",\nemail = \"john.ormerod@sydney.edu.au\",\nrole = \"aut\",\ncomment = c(ORCID = \"0000-0002-4650-7507\")),person(\"Mohammad Javad\", \"Davoudabadi\",\nemail = \"mohammad.davoudabadi@qut.edu.au\",\nrole = c(\"aut\", \"cre\", \"cph\")),\nperson(\"Garth\", \"Tarr\",\nemail = \"garth.tarr@gmail.com\",\nrole = \"aut\",\ncomment = c(ORCID = \"0000-0002-6605-7478\")),\nperson(\"Samuel\", \"Mueller\",\nemail = \"samuel.mueller@sydney.edu.au\",\nrole = \"aut\",\ncomment = c(ORCID = \"0000-0002-3087-8127\")),\nperson(\"Jonathon\", \"Tidswell\",\nrole = \"ctb\",\ncomment = \"Contributed code to src/lasso_distribution.cpp (originally from BayesianLasso package)\")\n)",
  "Description": "Provides fast and scalable Gibbs sampling algorithms for\nBayesian Lasso regression model in high-dimensional settings.\nThe package implements efficient partially collapsed and nested\nGibbs samplers for Bayesian Lasso, with a focus on\ncomputational efficiency when the number of predictors is large\nrelative to the sample size. Methods are described at\nDavoudabadi and Ormerod (2026)\n<https://github.com/MJDavoudabadi/LassoHiDFastGibbs>.",
  "License": "GPL-3",
  "Encoding": "UTF-8",
  "SystemRequirements": "C++17",
  "NeedsCompilation": "yes",
  "RoxygenNote": "7.3.2",
  "URL": "https://github.com/MJDavoudabadi/LassoHiDFastGibbs",
  "BugReports": "https://github.com/MJDavoudabadi/LassoHiDFastGibbs/issues",
  "Packaged": {
    "Date": "2026-05-23 05:32:42 UTC",
    "User": "root"
  },
  "Author": "John Ormerod [aut] (ORCID:\n<https://orcid.org/0000-0002-4650-7507>), Mohammad Javad\nDavoudabadi [aut, cre, cph], Garth Tarr [aut] (ORCID:\n<https://orcid.org/0000-0002-6605-7478>), Samuel Mueller [aut]\n(ORCID: <https://orcid.org/0000-0002-3087-8127>), Jonathon\nTidswell [ctb] (Contributed code to src/lasso_distribution.cpp\n(originally from BayesianLasso package))",
  "Maintainer": "Mohammad Javad Davoudabadi\n<mohammad.davoudabadi@qut.edu.au>",
  "Repository": "https://cran.r-universe.dev",
  "Date/Publication": "2026-02-22 03:19:23 UTC",
  "RemoteUrl": "https://github.com/cran/LassoHiDFastGibbs",
  "RemoteRef": "HEAD",
  "RemoteSha": "cefea8a5b6da84ae9739e40adc756b28318f09e0",
  "MD5sum": "912374b7278af4cf17d1f160995ec084",
  "_user": "cran",
  "_type": "src",
  "_file": "LassoHiDFastGibbs_0.1.5.tar.gz",
  "_fileid": "7a266e51f7ca3b82c040c52515c3e4be59d37f7cd85a25ee25915879c8097ade",
  "_filesize": 489630,
  "_sha256": "7a266e51f7ca3b82c040c52515c3e4be59d37f7cd85a25ee25915879c8097ade",
  "_created": "2026-05-23T05:32:42.000Z",
  "_published": "2026-05-23T05:38:50.514Z",
  "_distro": "noble",
  "_jobs": [
    {
      "job": 77500181398,
      "time": 228,
      "config": "linux-devel-arm64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "7174604815"
    },
    {
      "job": 77500181406,
      "time": 202,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "7174601630"
    },
    {
      "job": 77500181391,
      "time": 220,
      "config": "linux-release-arm64",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7174603714"
    },
    {
      "job": 77500181397,
      "time": 229,
      "config": "linux-release-x86_64",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7174604972"
    },
    {
      "job": 77499887019,
      "time": 291,
      "config": "source",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7174576723"
    },
    {
      "job": 77500181362,
      "time": 196,
      "config": "wasm-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7174600943"
    }
  ],
  "_buildurl": "https://github.com/r-universe/cran/actions/runs/26324637881",
  "_status": "success",
  "_host": "GitHub-Actions",
  "_upstream": "https://github.com/cran/LassoHiDFastGibbs",
  "_commit": {
    "id": "cefea8a5b6da84ae9739e40adc756b28318f09e0",
    "author": "Mohammad Javad Davoudabadi <mohammad.davoudabadi@qut.edu.au>",
    "committer": "cran-robot <csardi.gabor+cran@gmail.com>",
    "message": "version 0.1.5\n",
    "time": 1771730363
  },
  "_maintainer": {
    "name": "Mohammad Javad Davoudabadi",
    "email": "mohammad.davoudabadi@qut.edu.au"
  },
  "_registered": true,
  "_dependencies": [
    {
      "package": "Rcpp",
      "role": "LinkingTo"
    },
    {
      "package": "RcppArmadillo",
      "role": "LinkingTo"
    },
    {
      "package": "RcppEigen",
      "role": "LinkingTo"
    },
    {
      "package": "RcppNumerical",
      "role": "LinkingTo"
    },
    {
      "package": "Rcpp",
      "role": "Imports"
    },
    {
      "package": "posterior",
      "role": "Suggests"
    }
  ],
  "_owner": "cran",
  "_selfowned": false,
  "_usedby": 0,
  "_updates": [
    {
      "week": "2026-05",
      "n": 1
    },
    {
      "week": "2026-08",
      "n": 1
    }
  ],
  "_tags": [
    {
      "name": "0.1.4",
      "date": "2026-01-29"
    },
    {
      "name": "0.1.5",
      "date": "2026-02-22"
    }
  ],
  "_stars": 0,
  "_userbio": {
    "uuid": 6899542,
    "type": "organization",
    "name": "cran",
    "description": "Unofficial read-only mirror of all CRAN R packages"
  },
  "_downloads": {
    "count": 207,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/LassoHiDFastGibbs"
  },
  "_devurl": "https://github.com/mjdavoudabadi/lassohidfastgibbs",
  "_searchresults": 1,
  "_topics": [
    "openblas",
    "cpp"
  ],
  "_rbuild": "4.6.0",
  "_assets": [
    "extra/citation.cff",
    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
    "extra/LassoHiDFastGibbs.html",
    "extra/NEWS.html",
    "extra/NEWS.txt",
    "extra/readme.html",
    "extra/readme.md",
    "manual.pdf"
  ],
  "_homeurl": "https://github.com/mjdavoudabadi/lassohidfastgibbs",
  "_realowner": "mjdavoudabadi",
  "_cranurl": false,
  "_releases": [
    {
      "version": "0.1.4",
      "date": "2026-01-29"
    },
    {
      "version": "0.1.5",
      "date": "2026-02-22"
    }
  ],
  "_exports": [
    "blasso_gibbs_2block_bl",
    "blasso_gibbs_2block_bs",
    "blasso_pcg_lambda2_va",
    "blasso_pcg_sigma2_va",
    "normalize",
    "penalized_nested_Gibbs",
    "penalized_pcg_beta_sigma2",
    "penalized_pcg_lambda2_sigma2",
    "penalized_pcg_sigma2_beta",
    "penalized_pcg_sigma2_lambda2"
  ],
  "_help": [
    {
      "page": "blasso_gibbs_2block_bl",
      "title": "Bayesian lasso Gibbs sampler: 2-block (beta–lambda2) variant",
      "topics": [
        "blasso_gibbs_2block_bl"
      ]
    },
    {
      "page": "blasso_gibbs_2block_bs",
      "title": "Bayesian lasso Gibbs sampler: 2-block (beta–sigma2) variant",
      "topics": [
        "blasso_gibbs_2block_bs"
      ]
    },
    {
      "page": "blasso_pcg_lambda2_va",
      "title": "Bayesian lasso PCG sampler: lambda2 collapsed over local scales",
      "topics": [
        "blasso_pcg_lambda2_va"
      ]
    },
    {
      "page": "blasso_pcg_sigma2_va",
      "title": "Bayesian lasso PCG sampler: sigma2 collapsed over local scales",
      "topics": [
        "blasso_pcg_sigma2_va"
      ]
    },
    {
      "page": "LassoHiDFastGibbs",
      "title": "Fast High-Dimensional Gibbs Samplers for Bayesian Lasso Regression",
      "topics": [
        "LassoHiDFastGibbs-package",
        "LassoHiDFastGibbs"
      ]
    },
    {
      "page": "normalize",
      "title": "Normalize Response and Covariates",
      "topics": [
        "normalize"
      ]
    },
    {
      "page": "penalized_nested_Gibbs",
      "title": "Penalized nested Gibbs sampler for Bayesian linear regression",
      "topics": [
        "penalized_nested_Gibbs"
      ]
    },
    {
      "page": "penalized_pcg_beta_sigma2",
      "title": "Penalized PCG sampler: beta block, lambda2 collapsed over sigma2",
      "topics": [
        "penalized_pcg_beta_sigma2"
      ]
    },
    {
      "page": "penalized_pcg_lambda2_sigma2",
      "title": "Penalized PCG sampler: lambda2 collapsed over sigma2",
      "topics": [
        "penalized_pcg_lambda2_sigma2"
      ]
    },
    {
      "page": "penalized_pcg_sigma2_beta",
      "title": "Penalized PCG sampler: sigma2 collapsed over beta",
      "topics": [
        "penalized_pcg_sigma2_beta"
      ]
    },
    {
      "page": "penalized_pcg_sigma2_lambda2",
      "title": "Penalized PCG sampler: sigma2 collapsed over lambda2",
      "topics": [
        "penalized_pcg_sigma2_lambda2"
      ]
    }
  ],
  "_pkglogo": "https://github.com/cran/LassoHiDFastGibbs/raw/HEAD/man/figures/logo.png",
  "_readme": "https://github.com/cran/LassoHiDFastGibbs/raw/HEAD/README.md",
  "_rundeps": [
    "Rcpp",
    "RcppArmadillo",
    "RcppEigen",
    "RcppNumerical"
  ],
  "_sysdeps": [
    {
      "shlib": "liblapack",
      "package": "libopenblas0-pthread",
      "source": "openblas",
      "version": "0.3.26+ds-1ubuntu0.1",
      "name": "openblas",
      "homepage": "https://www.openblas.net/",
      "description": "Optimized BLAS (linear algebra) library (shared lib, pthread)"
    },
    {
      "shlib": "libblas",
      "package": "libopenblas0-pthread",
      "source": "openblas",
      "version": "0.3.26+ds-1ubuntu0.1",
      "name": "openblas",
      "homepage": "https://www.openblas.net/",
      "description": "Optimized BLAS (linear algebra) library (shared lib, pthread)"
    },
    {
      "shlib": "libstdc++",
      "package": "libstdc++6",
      "source": "gcc",
      "version": "14.2.0-4ubuntu2~24.04.1",
      "name": "c++",
      "homepage": "http://gcc.gnu.org/",
      "description": "GNU Standard C++ Library v3"
    }
  ],
  "_score": 2,
  "_indexed": false,
  "_nocasepkg": "lassohidfastgibbs",
  "_universes": [
    "cran"
  ],
  "_indexurl": "https://mjdavoudabadi.r-universe.dev/LassoHiDFastGibbs",
  "_binaries": [
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "0.1.5",
      "date": "2026-05-23T05:36:27.000Z",
      "distro": "noble",
      "arch": "aarch64",
      "commit": "cefea8a5b6da84ae9739e40adc756b28318f09e0",
      "fileid": "0564d1311e7a5e9bb9b4d387d6c2b1eb92d504deca01fa78d007f26dfab60452",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/cran/actions/runs/26324637881"
    },
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "0.1.5",
      "date": "2026-05-23T05:36:32.000Z",
      "distro": "noble",
      "arch": "x86_64",
      "commit": "cefea8a5b6da84ae9739e40adc756b28318f09e0",
      "fileid": "5040a0d0563ab639a660396b170c9044fe99f2456460105dfb49b70b693c7ee1",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/cran/actions/runs/26324637881"
    },
    {
      "r": "4.6.0",
      "os": "linux",
      "version": "0.1.5",
      "date": "2026-05-23T05:36:25.000Z",
      "distro": "noble",
      "arch": "aarch64",
      "commit": "cefea8a5b6da84ae9739e40adc756b28318f09e0",
      "fileid": "726fda5a86a4e21c23bed4b0c970d89b4692c6808e13b3fcedc473577c871f38",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/cran/actions/runs/26324637881"
    },
    {
      "r": "4.6.0",
      "os": "linux",
      "version": "0.1.5",
      "date": "2026-05-23T05:36:25.000Z",
      "distro": "noble",
      "arch": "x86_64",
      "commit": "cefea8a5b6da84ae9739e40adc756b28318f09e0",
      "fileid": "7b3c3be599d0647fbd22d25c45951b0cca79c28aa1878a2bd41181027766e199",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/cran/actions/runs/26324637881"
    },
    {
      "r": "4.6.0",
      "os": "wasm",
      "version": "0.1.5",
      "date": "2026-05-23T05:36:27.000Z",
      "arch": "emscripten",
      "commit": "cefea8a5b6da84ae9739e40adc756b28318f09e0",
      "fileid": "1617314d7d8fbe24a6cf95eab8ebfed8e9bf0cc6a4367e7ed6ee3eb31694d031",
      "status": "success",
      "buildurl": "https://github.com/r-universe/cran/actions/runs/26324637881"
    }
  ]
}