{
  "_id": "6a1f1febb401979e73420268",
  "Package": "shrinkem",
  "Type": "Package",
  "Title": "Approximate Bayesian Regularization for Parsimonious Estimates",
  "Date": "2024-10-01",
  "Version": "0.2.0",
  "Authors@R": "c(person(given = c(\"Joris\"),\nfamily = \"Mulder\",\nrole = c(\"aut\", \"cre\"),\nemail = \"j.mulder3@tilburguniversity.edu\"),\nperson(given = \"Diana\",\nfamily = \"Karimova\",\nrole = c(\"aut\", \"ctb\"),\nemail = \"dbkarimova@gmail.com\"),\nperson(given = \"Sara\",\nfamily = \"van Erp\",\nrole = c(\"ctb\"),\nemail = \"s.j.vanerp@uu.nl\")\n)",
  "Author": "Joris Mulder [aut, cre], Diana Karimova [aut, ctb], Sara van\nErp [ctb]",
  "Maintainer": "Joris Mulder <j.mulder3@tilburguniversity.edu>",
  "Description": "Approximate Bayesian regularization using Gaussian\napproximations. The input is a vector of estimates and a\nGaussian error covariance matrix of the key parameters.\nBayesian shrinkage is then applied to obtain parsimonious\nsolutions. The method is described on Karimova, van Erp,\nLeenders, and Mulder (2024) <DOI:10.31234/osf.io/2g8qm>. Gibbs\nsamplers are used for model fitting. The shrinkage priors that\nare supported are Gaussian (ridge) priors, Laplace (lasso)\npriors (Park and Casella, 2008\n<DOI:10.1198/016214508000000337>), and horseshoe priors\n(Carvalho, et al., 2010; <DOI:10.1093/biomet/asq017>). These\npriors include an option for grouped regularization of\ndifferent subsets of parameters (Meier et al., 2008;\n<DOI:10.1111/j.1467-9868.2007.00627.x>). F priors are used for\nthe penalty parameters lambda^2 (Mulder and Pericchi, 2018\n<DOI:10.1214/17-BA1092>). This correspond to half-Cauchy priors\non lambda (Carvalho, Polson, Scott, 2010\n<DOI:10.1093/biomet/asq017>).",
  "License": "GPL (>= 3)",
  "Encoding": "UTF-8",
  "RoxygenNote": "7.3.2",
  "NeedsCompilation": "no",
  "Packaged": {
    "Date": "2026-05-16 07:53:20 UTC",
    "User": "root"
  },
  "Repository": "https://cran.r-universe.dev",
  "Date/Publication": "2024-10-06 03:04:29 UTC",
  "RemoteUrl": "https://github.com/cran/shrinkem",
  "RemoteRef": "HEAD",
  "RemoteSha": "46cd063f744e49e5259dbd98a6618e1f3c7a25ec",
  "MD5sum": "6c84dac9e2a4f3ed155d12e0fd8214a1",
  "_user": "cran",
  "_type": "src",
  "_file": "shrinkem_0.2.0.tar.gz",
  "_fileid": "7388ec2e0f0a022502099e1d5faeab039af0479ebd5c92b2ef7943cfdd620df8",
  "_filesize": 115223,
  "_sha256": "7388ec2e0f0a022502099e1d5faeab039af0479ebd5c92b2ef7943cfdd620df8",
  "_created": "2026-05-16T07:53:20.000Z",
  "_published": "2026-06-02T18:24:43.155Z",
  "_distro": "noble",
  "_jobs": [
    {
      "job": 79142507982,
      "time": 187,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "7031763678"
    },
    {
      "job": 79142508252,
      "time": 183,
      "config": "linux-release-x86_64",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7031763261"
    },
    {
      "job": 79142508002,
      "time": 196,
      "config": "source",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7031745421"
    },
    {
      "job": 79142507358,
      "time": 149,
      "config": "wasm-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7366374220"
    }
  ],
  "_buildurl": "https://github.com/r-universe/cran/actions/runs/25956585995",
  "_status": "success",
  "_host": "GitHub-Actions",
  "_upstream": "https://github.com/cran/shrinkem",
  "_commit": {
    "id": "46cd063f744e49e5259dbd98a6618e1f3c7a25ec",
    "author": "Joris Mulder <j.mulder3@tilburguniversity.edu>",
    "committer": "cran-robot <csardi.gabor+cran@gmail.com>",
    "message": "version 0.2.0\n",
    "time": 1728183869
  },
  "_maintainer": {
    "name": "Joris Mulder",
    "email": "j.mulder3@tilburguniversity.edu"
  },
  "_registered": true,
  "_dependencies": [
    {
      "package": "stats",
      "role": "Imports"
    },
    {
      "package": "mvtnorm",
      "role": "Imports"
    },
    {
      "package": "extraDistr",
      "role": "Imports"
    },
    {
      "package": "brms",
      "role": "Imports"
    },
    {
      "package": "CholWishart",
      "role": "Imports"
    },
    {
      "package": "matrixcalc",
      "role": "Imports"
    },
    {
      "package": "testthat",
      "role": "Suggests"
    }
  ],
  "_owner": "cran",
  "_selfowned": false,
  "_usedby": 0,
  "_updates": [],
  "_tags": [],
  "_stars": 0,
  "_userbio": {
    "uuid": 6899542,
    "type": "organization",
    "name": "cran",
    "description": "Unofficial read-only mirror of all CRAN R packages"
  },
  "_downloads": {
    "count": 152,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/shrinkem"
  },
  "_searchresults": 10,
  "_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/shrinkem.html",
    "manual.pdf"
  ],
  "_realowner": "cran",
  "_cranurl": false,
  "_releases": [
    {
      "version": "0.2.0",
      "date": "2024-10-05"
    }
  ],
  "_exports": [
    "dF",
    "dmvF",
    "rF",
    "rmvF",
    "shrinkem"
  ],
  "_help": [
    {
      "page": "F",
      "title": "The (scaled) F Distribution",
      "topics": [
        "dF",
        "F",
        "rF"
      ]
    },
    {
      "page": "mvF",
      "title": "The matrix F Distribution",
      "topics": [
        "dmvF",
        "mvF",
        "rmvF"
      ]
    },
    {
      "page": "shrinkem",
      "title": "Fast Bayesian regularization using Gaussian approximations",
      "topics": [
        "shrinkem"
      ]
    }
  ],
  "_readme": "https://github.com/cran/shrinkem/raw/HEAD/README.md",
  "_rundeps": [
    "abind",
    "backports",
    "bayesplot",
    "BH",
    "bridgesampling",
    "brms",
    "Brobdingnag",
    "callr",
    "checkmate",
    "CholWishart",
    "cli",
    "coda",
    "codetools",
    "cpp11",
    "desc",
    "digest",
    "distributional",
    "dplyr",
    "extraDistr",
    "farver",
    "future",
    "future.apply",
    "generics",
    "ggplot2",
    "ggridges",
    "globals",
    "glue",
    "gridExtra",
    "gtable",
    "inline",
    "isoband",
    "labeling",
    "lattice",
    "lifecycle",
    "listenv",
    "loo",
    "magrittr",
    "Matrix",
    "matrixcalc",
    "matrixStats",
    "mgcv",
    "mvtnorm",
    "nleqslv",
    "nlme",
    "numDeriv",
    "parallelly",
    "pillar",
    "pkgbuild",
    "pkgconfig",
    "plyr",
    "posterior",
    "processx",
    "ps",
    "purrr",
    "QuickJSR",
    "R6",
    "RColorBrewer",
    "Rcpp",
    "RcppArmadillo",
    "RcppEigen",
    "RcppParallel",
    "reshape2",
    "rlang",
    "rstan",
    "rstantools",
    "S7",
    "scales",
    "StanHeaders",
    "stringi",
    "stringr",
    "tensorA",
    "tibble",
    "tidyr",
    "tidyselect",
    "utf8",
    "vctrs",
    "viridisLite",
    "withr"
  ],
  "_score": 1.6989700043360187,
  "_indexed": true,
  "_nocasepkg": "shrinkem",
  "_universes": [
    "cran"
  ],
  "_binaries": [
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "0.2.0",
      "date": "2026-05-16T07:55:57.000Z",
      "distro": "noble",
      "commit": "46cd063f744e49e5259dbd98a6618e1f3c7a25ec",
      "fileid": "5091c428560060e6a681fe1c89d2867baa04bc44114436db6f9320b0e315541f",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/cran/actions/runs/25956585995"
    },
    {
      "r": "4.6.0",
      "os": "linux",
      "version": "0.2.0",
      "date": "2026-05-16T07:55:53.000Z",
      "distro": "noble",
      "commit": "46cd063f744e49e5259dbd98a6618e1f3c7a25ec",
      "fileid": "b3b7c0ca09d31756317f9fb1e61b098e2ec4a811e49193f85e4e85aabd27afd4",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/cran/actions/runs/25956585995"
    },
    {
      "r": "4.6.0",
      "os": "wasm",
      "version": "0.2.0",
      "date": "2026-06-02T18:24:24.000Z",
      "commit": "46cd063f744e49e5259dbd98a6618e1f3c7a25ec",
      "fileid": "d1592df2f173abd318889cfc34d690ebb1aab7663906b3116b20098afabea967",
      "status": "success",
      "buildurl": "https://github.com/r-universe/cran/actions/runs/25956585995"
    }
  ]
}