{
  "_id": "6a26988324555f66ed51dafc",
  "Package": "gamselBayes",
  "Version": "2.0-3",
  "Date": "2025-05-01",
  "Title": "Bayesian Generalized Additive Model Selection",
  "Authors@R": "c(person(\"Virginia X.\", \"He\", role = \"aut\",\nemail = \"virginia.x.he@student.uts.edu.au\",\ncomment = c(ORCID = \"0000-0002-0238-5018\")),\nperson(\"Matt P.\", \"Wand\", role = c(\"aut\",\"cre\"),\nemail = \"matt.wand@uts.edu.au\",\ncomment = c(ORCID = \"0000-0003-2555-896X\")))",
  "Maintainer": "Matt P. Wand <matt.wand@uts.edu.au>",
  "Description": "Generalized additive model selection via approximate\nBayesian inference is provided. Bayesian mixed model-based\npenalized splines with spike-and-slab-type coefficient prior\ndistributions are used to facilitate fitting and selection. The\napproximate Bayesian inference engine options are: (1) Markov\nchain Monte Carlo and (2) mean field variational Bayes. Markov\nchain Monte Carlo has better Bayesian inferential accuracy, but\nrequires a longer run-time. Mean field variational Bayes is\nfaster, but less accurate. The methodology is described in He\nand Wand (2024) <doi:10.1007/s10182-023-00490-y>.",
  "License": "GPL (>= 2)",
  "NeedsCompilation": "yes",
  "Packaged": {
    "Date": "2026-06-08 10:20:58 UTC",
    "User": "root"
  },
  "Author": "Virginia X. He [aut] (ORCID:\n<https://orcid.org/0000-0002-0238-5018>), Matt P. Wand [aut,\ncre] (ORCID: <https://orcid.org/0000-0003-2555-896X>)",
  "Repository": "https://cran.r-universe.dev",
  "Date/Publication": "2025-05-01 07:40:02 UTC",
  "RemoteUrl": "https://github.com/cran/gamselBayes",
  "RemoteRef": "HEAD",
  "RemoteSha": "9b4bd21971a3185976084c6cc928a131b315b6a2",
  "MD5sum": "e93d8ab8f56087a5faf07bb361a24815",
  "_user": "cran",
  "_type": "src",
  "_file": "gamselBayes_2.0-3.tar.gz",
  "_fileid": "c80703b04b68219a72cb404e0b6fe71df41b5a5e10723e1ace06eb38361080a9",
  "_filesize": 2414310,
  "_sha256": "c80703b04b68219a72cb404e0b6fe71df41b5a5e10723e1ace06eb38361080a9",
  "_created": "2026-06-08T10:20:58.000Z",
  "_published": "2026-06-08T10:25:07.417Z",
  "_distro": "noble",
  "_jobs": [
    {
      "job": 80072447921,
      "time": 165,
      "config": "linux-devel-arm64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "7477565147"
    },
    {
      "job": 80072447939,
      "time": 138,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "7477555399"
    },
    {
      "job": 80072448057,
      "time": 160,
      "config": "linux-release-arm64",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7477563947"
    },
    {
      "job": 80072447889,
      "time": 142,
      "config": "linux-release-x86_64",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7477556342"
    },
    {
      "job": 80071775243,
      "time": 239,
      "config": "source",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7477504597"
    },
    {
      "job": 80072448003,
      "time": 143,
      "config": "wasm-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7477556558"
    }
  ],
  "_buildurl": "https://github.com/r-universe/cran/actions/runs/27131027753",
  "_status": "success",
  "_host": "GitHub-Actions",
  "_upstream": "https://github.com/cran/gamselBayes",
  "_commit": {
    "id": "9b4bd21971a3185976084c6cc928a131b315b6a2",
    "author": "Matt P. Wand <matt.wand@uts.edu.au>",
    "committer": "cran-robot <csardi.gabor+cran@gmail.com>",
    "message": "version 2.0-3\n",
    "time": 1746085202
  },
  "_maintainer": {
    "name": "Matt P. Wand",
    "email": "matt.wand@uts.edu.au",
    "login": "mattwand",
    "description": "",
    "uuid": 8701393,
    "orcid": "0000-0003-2555-896X"
  },
  "_registered": true,
  "_dependencies": [
    {
      "package": "R",
      "version": ">= 3.5.0",
      "role": "Depends"
    },
    {
      "package": "Rcpp",
      "role": "LinkingTo"
    },
    {
      "package": "RcppArmadillo",
      "role": "LinkingTo"
    },
    {
      "package": "Rcpp",
      "role": "Imports"
    },
    {
      "package": "methods",
      "role": "Imports"
    },
    {
      "package": "Ecdat",
      "role": "Suggests"
    }
  ],
  "_owner": "cran",
  "_selfowned": false,
  "_usedby": 0,
  "_updates": [],
  "_tags": [],
  "_stars": 0,
  "_contributors": [
    {
      "user": "mattwand",
      "count": 6,
      "uuid": 8701393
    }
  ],
  "_userbio": {
    "uuid": 6899542,
    "type": "organization",
    "name": "cran",
    "description": "Unofficial read-only mirror of all CRAN R packages"
  },
  "_downloads": {
    "count": 228,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/gamselBayes"
  },
  "_searchresults": 10,
  "_topics": [
    "openblas",
    "cpp"
  ],
  "_rbuild": "4.6.0",
  "_assets": [
    "extra/citation.cff",
    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
    "extra/gamselBayes.html",
    "manual.pdf"
  ],
  "_realowner": "mattwand",
  "_cranurl": false,
  "_releases": [
    {
      "version": "1.0-1",
      "date": "2022-01-20"
    },
    {
      "version": "1.0-2",
      "date": "2022-02-09"
    },
    {
      "version": "1.0-3",
      "date": "2023-04-12"
    },
    {
      "version": "2.0-1",
      "date": "2023-09-03"
    },
    {
      "version": "2.0-2",
      "date": "2025-02-11"
    },
    {
      "version": "2.0-3",
      "date": "2025-05-01"
    }
  ],
  "_exports": [
    "checkChains",
    "effectTypes",
    "effectTypesVector",
    "gamselBayes",
    "gamselBayes.control",
    "gamselBayesUpdate",
    "gamselBayesVignette"
  ],
  "_help": [
    {
      "page": "checkChains",
      "title": "Check Markov chain Monte Carlo samples",
      "topics": [
        "checkChains"
      ]
    },
    {
      "page": "effectTypes",
      "title": "Tabulate the estimated effect types from a Bayesian generalized additive model object",
      "topics": [
        "effectTypes"
      ]
    },
    {
      "page": "effectTypesVector",
      "title": "Obtain the estimated effect types from a Bayesian generalized additive model object",
      "topics": [
        "effectTypesVector"
      ]
    },
    {
      "page": "gamselBayes",
      "title": "Bayesian generalized additive model selection including a fast variational option",
      "topics": [
        "gamselBayes"
      ]
    },
    {
      "page": "gamselBayes.control",
      "title": "Controlling Bayesian generalized additive model selection",
      "topics": [
        "gamselBayes.control"
      ]
    },
    {
      "page": "gamselBayesUpdate",
      "title": "Update a 'gamselBayes()' fit object.",
      "topics": [
        "gamselBayesUpdate"
      ]
    },
    {
      "page": "gamselBayesVignette",
      "title": "Display the package's vignette.",
      "topics": [
        "gamselBayesVignette"
      ]
    },
    {
      "page": "plot.gamselBayes",
      "title": "Plot components of the selected generalized additive model from a 'gamselBayes()' fit",
      "topics": [
        "plot.gamselBayes"
      ]
    },
    {
      "page": "predict.gamselBayes",
      "title": "Obtain predictions from a 'gamselBayes()' fit",
      "topics": [
        "predict.gamselBayes"
      ]
    },
    {
      "page": "summary.gamselBayes",
      "title": "Summarise components of the selected generalized additive model from a 'gamselBayes()' fit",
      "topics": [
        "summary.gamselBayes"
      ]
    }
  ],
  "_rundeps": [
    "Rcpp",
    "RcppArmadillo"
  ],
  "_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"
    }
  ],
  "_vignettes": [
    {
      "source": "manual.Rnw",
      "filename": "manual.pdf",
      "title": "gamselBayes User Manual",
      "engine": "utils::Sweave",
      "headings": [],
      "created": "2022-01-20 07:42:45",
      "modified": "2023-04-12 03:40:02",
      "commits": 2
    }
  ],
  "_score": 2,
  "_indexed": false,
  "_nocasepkg": "gamselbayes",
  "_universes": [
    "cran"
  ],
  "_indexurl": "https://mattwand.r-universe.dev/gamselBayes",
  "_binaries": [
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "2.0-3",
      "date": "2026-06-08T10:23:49.000Z",
      "distro": "noble",
      "arch": "aarch64",
      "commit": "9b4bd21971a3185976084c6cc928a131b315b6a2",
      "fileid": "6bb3482f3d24201c0bc43e4354327513a1fb2d506fecad38db2951da57e174f2",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/cran/actions/runs/27131027753"
    },
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "2.0-3",
      "date": "2026-06-08T10:23:26.000Z",
      "distro": "noble",
      "arch": "x86_64",
      "commit": "9b4bd21971a3185976084c6cc928a131b315b6a2",
      "fileid": "575037ca3891634da39f96d241edc0321902f24aaf993877ed46d2283b3ac0a2",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/cran/actions/runs/27131027753"
    },
    {
      "r": "4.6.0",
      "os": "linux",
      "version": "2.0-3",
      "date": "2026-06-08T10:23:44.000Z",
      "distro": "noble",
      "arch": "aarch64",
      "commit": "9b4bd21971a3185976084c6cc928a131b315b6a2",
      "fileid": "f7ce333bb2574f13e087c58fa11fc656b74619c9cdcc3beac60547ffdf53ed36",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/cran/actions/runs/27131027753"
    },
    {
      "r": "4.6.0",
      "os": "linux",
      "version": "2.0-3",
      "date": "2026-06-08T10:23:27.000Z",
      "distro": "noble",
      "arch": "x86_64",
      "commit": "9b4bd21971a3185976084c6cc928a131b315b6a2",
      "fileid": "bb3759467b1006be7dd0f467758f475381ffdb4cc499b537bd7958aa246f0136",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/cran/actions/runs/27131027753"
    },
    {
      "r": "4.6.0",
      "os": "wasm",
      "version": "2.0-3",
      "date": "2026-06-08T10:23:43.000Z",
      "arch": "emscripten",
      "commit": "9b4bd21971a3185976084c6cc928a131b315b6a2",
      "fileid": "720235ca48166e29388679babc471a0d3f3ba319f2bb7f80ef02c35e66f45310",
      "status": "success",
      "buildurl": "https://github.com/r-universe/cran/actions/runs/27131027753"
    }
  ]
}