{
  "_id": "6a10ab8cacfb0bcc41cbf6e2",
  "Package": "label.switching",
  "Type": "Package",
  "Title": "Relabelling MCMC Outputs of Mixture Models",
  "Version": "1.8",
  "Date": "2019-07-01",
  "Author": "Panagiotis Papastamoulis",
  "Maintainer": "Panagiotis Papastamoulis <papapast@yahoo.gr>",
  "Description": "The Bayesian estimation of mixture models (and more\ngeneral hidden Markov models) suffers from the label switching\nphenomenon, making the MCMC output non-identifiable. This\npackage can be used in order to deal with this problem using\nvarious relabelling algorithms.",
  "License": "GPL-2",
  "NeedsCompilation": "no",
  "Packaged": {
    "Date": "2026-05-22 18:52:57 UTC",
    "User": "root"
  },
  "Repository": "https://mqbssppe.r-universe.dev",
  "Date/Publication": "2019-07-01 09:50:07 UTC",
  "RemoteUrl": "https://github.com/cran/label.switching",
  "RemoteRef": "HEAD",
  "RemoteSha": "c610cb97729020e76dcc4b5c11895c6f55d494f2",
  "MD5sum": "41d988dc20e774d953852abf6452c0a1",
  "_user": "mqbssppe",
  "_type": "src",
  "_file": "label.switching_1.8.tar.gz",
  "_fileid": "fe54d06263ed95a2675a979aa388b8d6901e76506b6d2f2fc70399a47899303c",
  "_filesize": 285037,
  "_sha256": "fe54d06263ed95a2675a979aa388b8d6901e76506b6d2f2fc70399a47899303c",
  "_created": "2026-05-22T18:52:57.000Z",
  "_published": "2026-05-22T19:16:28.423Z",
  "_distro": "noble",
  "_jobs": [
    {
      "job": 77443441003,
      "time": 109,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "7168201971"
    },
    {
      "job": 77443440967,
      "time": 102,
      "config": "linux-release-x86_64",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7168200404"
    },
    {
      "job": 77443441073,
      "time": 96,
      "config": "macos-oldrel-arm64",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "7168498163"
    },
    {
      "job": 77443440989,
      "time": 113,
      "config": "macos-release-arm64",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7168366086"
    },
    {
      "job": 77442892867,
      "time": 175,
      "config": "source",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7168090411"
    },
    {
      "job": 77443440962,
      "time": 89,
      "config": "wasm-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7168196464"
    },
    {
      "job": 77443441007,
      "time": 82,
      "config": "windows-devel",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "7168191161"
    },
    {
      "job": 77443440971,
      "time": 67,
      "config": "windows-oldrel",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "7168186660"
    },
    {
      "job": 77443440976,
      "time": 75,
      "config": "windows-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7168191393"
    }
  ],
  "_buildurl": "https://github.com/r-universe/mqbssppe/actions/runs/26275880503",
  "_status": "success",
  "_host": "GitHub-Actions",
  "_upstream": "https://github.com/cran/label.switching",
  "_commit": {
    "id": "c610cb97729020e76dcc4b5c11895c6f55d494f2",
    "author": "Panagiotis Papastamoulis <papapast@yahoo.gr>",
    "committer": "cran-robot <csardi.gabor+cran@gmail.com>",
    "message": "version 1.8\n",
    "time": 1561974607
  },
  "_maintainer": {
    "name": "Panagiotis Papastamoulis",
    "email": "papapast@yahoo.gr",
    "login": "mqbssppe",
    "description": "",
    "uuid": 3490226
  },
  "_registered": true,
  "_dependencies": [
    {
      "package": "combinat",
      "role": "Imports"
    },
    {
      "package": "lpSolve",
      "role": "Imports"
    }
  ],
  "_owner": "cran",
  "_selfowned": true,
  "_usedby": 12,
  "_updates": [],
  "_tags": [],
  "_stars": 1,
  "_contributors": [
    {
      "user": "mqbssppe",
      "count": 9,
      "uuid": 3490226
    }
  ],
  "_userbio": {
    "uuid": 3490226,
    "type": "user",
    "name": "Panagiotis Papastamoulis"
  },
  "_downloads": {
    "count": 1275,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/label.switching"
  },
  "_searchresults": 115,
  "_rbuild": "4.6.0",
  "_assets": [
    "extra/citation.cff",
    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
    "extra/label.switching.html",
    "manual.pdf"
  ],
  "_realowner": "mqbssppe",
  "_cranurl": false,
  "_releases": [
    {
      "version": "1.0",
      "date": "2013-09-16"
    },
    {
      "version": "1.1",
      "date": "2013-10-09"
    },
    {
      "version": "1.2",
      "date": "2013-12-04"
    },
    {
      "version": "1.3",
      "date": "2014-11-05"
    },
    {
      "version": "1.4",
      "date": "2015-07-07"
    },
    {
      "version": "1.5",
      "date": "2016-02-01"
    },
    {
      "version": "1.6",
      "date": "2016-05-22"
    },
    {
      "version": "1.7",
      "date": "2018-05-18"
    },
    {
      "version": "1.8",
      "date": "2019-07-01"
    }
  ],
  "_exports": [
    "aic",
    "compare.clust",
    "dataBased",
    "ecr",
    "ecr.iterative.1",
    "ecr.iterative.2",
    "label.switching",
    "permute.mcmc",
    "pra",
    "sjw",
    "stephens"
  ],
  "_datasets": [
    {
      "name": "data_list",
      "title": "Simulated MCMC sample and related information",
      "object": "mcmc_output",
      "file": "mcmc_output.RData",
      "class": [
        "list"
      ],
      "fields": [],
      "table": false,
      "tojson": true
    },
    {
      "name": "lamb",
      "title": "Fetal lamb dataset",
      "object": "fetal-lamb",
      "file": "fetal-lamb.RData",
      "class": [
        "integer"
      ],
      "fields": [],
      "table": false,
      "tojson": true
    }
  ],
  "_help": [
    {
      "page": "label.switching-package",
      "title": "Algorithms for solving the label switching problem",
      "topics": [
        "label.switching-package"
      ]
    },
    {
      "page": "aic",
      "title": "Artificial Identifiability Constraints",
      "topics": [
        "aic"
      ]
    },
    {
      "page": "compare.clust",
      "title": "Make all estimated clusters agree with a pivot allocation",
      "topics": [
        "compare.clust"
      ]
    },
    {
      "page": "data_list",
      "title": "Simulated MCMC sample and related information",
      "topics": [
        "data_list"
      ]
    },
    {
      "page": "dataBased",
      "title": "Data-based labelling",
      "topics": [
        "dataBased"
      ]
    },
    {
      "page": "ecr",
      "title": "ECR algorithm (default version)",
      "topics": [
        "ecr"
      ]
    },
    {
      "page": "ecr.iterative.1",
      "title": "ECR algorithm (iterative version 1)",
      "topics": [
        "ecr.iterative.1"
      ]
    },
    {
      "page": "ecr.iterative.2",
      "title": "ECR algorithm (iterative version 2)",
      "topics": [
        "ecr.iterative.2"
      ]
    },
    {
      "page": "label.switching",
      "title": "Main calling function",
      "topics": [
        "label.switching"
      ]
    },
    {
      "page": "lamb",
      "title": "Fetal lamb dataset",
      "topics": [
        "lamb"
      ]
    },
    {
      "page": "permute.mcmc",
      "title": "Reorder MCMC samples",
      "topics": [
        "permute.mcmc"
      ]
    },
    {
      "page": "pra",
      "title": "PRA algorithm",
      "topics": [
        "pra"
      ]
    },
    {
      "page": "sjw",
      "title": "Probabilistic relabelling algorithm",
      "topics": [
        "sjw"
      ]
    },
    {
      "page": "stephens",
      "title": "Stephens' algorithm",
      "topics": [
        "stephens"
      ]
    }
  ],
  "_rundeps": [
    "combinat",
    "lpSolve"
  ],
  "_score": 3.7225105258908724,
  "_indexed": true,
  "_nocasepkg": "label.switching",
  "_universes": [
    "mqbssppe"
  ],
  "_binaries": [
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "1.8",
      "date": "2026-05-22T18:59:15.000Z",
      "distro": "noble",
      "commit": "c610cb97729020e76dcc4b5c11895c6f55d494f2",
      "fileid": "453a59c752bf6ec330f48b50dd7a4afba6ac4e912c8cb21456846df421b01381",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/mqbssppe/actions/runs/26275880503"
    },
    {
      "r": "4.6.0",
      "os": "linux",
      "version": "1.8",
      "date": "2026-05-22T18:59:11.000Z",
      "distro": "noble",
      "commit": "c610cb97729020e76dcc4b5c11895c6f55d494f2",
      "fileid": "e9199f4f23be3ab394a65718cacf53f4dd817d632a2b5b7e3074bf2683472335",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/mqbssppe/actions/runs/26275880503"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "1.8",
      "date": "2026-05-22T19:16:04.000Z",
      "commit": "c610cb97729020e76dcc4b5c11895c6f55d494f2",
      "fileid": "a86c33d3cd643ac118719a519e66c8126285abbecbe856e4bdac024d643cabf6",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/mqbssppe/actions/runs/26275880503"
    },
    {
      "r": "4.6.0",
      "os": "mac",
      "version": "1.8",
      "date": "2026-05-22T19:08:35.000Z",
      "commit": "c610cb97729020e76dcc4b5c11895c6f55d494f2",
      "fileid": "2d928d395aabffdcb1bf035c0d566b48a3844a16cf562a6e5c52689f3279d753",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/mqbssppe/actions/runs/26275880503"
    },
    {
      "r": "4.6.0",
      "os": "wasm",
      "version": "1.8",
      "date": "2026-05-22T18:59:10.000Z",
      "commit": "c610cb97729020e76dcc4b5c11895c6f55d494f2",
      "fileid": "b5016fb129a8386d3b74138674eb51c039f6b02b1108502d0c9db6dfda74b74a",
      "status": "success",
      "buildurl": "https://github.com/r-universe/mqbssppe/actions/runs/26275880503"
    },
    {
      "r": "4.7.0",
      "os": "win",
      "version": "1.8",
      "date": "2026-05-22T18:58:14.000Z",
      "commit": "c610cb97729020e76dcc4b5c11895c6f55d494f2",
      "fileid": "5d337ce49afea722aa3c0d8adcce067f829c91ee0b12eb097d88a76b94e7a79d",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/mqbssppe/actions/runs/26275880503"
    },
    {
      "r": "4.5.3",
      "os": "win",
      "version": "1.8",
      "date": "2026-05-22T18:58:09.000Z",
      "commit": "c610cb97729020e76dcc4b5c11895c6f55d494f2",
      "fileid": "0a770b428bf07953c04f921d7a33b59927a1315a5216c4e2cc9bc0cd2db995ee",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/mqbssppe/actions/runs/26275880503"
    },
    {
      "r": "4.6.0",
      "os": "win",
      "version": "1.8",
      "date": "2026-05-22T18:58:25.000Z",
      "commit": "c610cb97729020e76dcc4b5c11895c6f55d494f2",
      "fileid": "cb52a02d2b58908c92430d2cbcf902aedaa96b152ebfb602122f0a5d39a76f0f",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/mqbssppe/actions/runs/26275880503"
    }
  ]
}