{
  "_id": "6a23bf5a530b9bc726bdb55c",
  "Package": "sglasso",
  "Type": "Package",
  "Title": "Lasso Method for RCON(V,E) Models",
  "Version": "1.2.6",
  "Date": "2023-12-03",
  "Author": "Luigi Augugliaro",
  "Maintainer": "Luigi Augugliaro <luigi.augugliaro@unipa.it>",
  "Description": "RCON(V, E) models are a kind of restriction of the\nGaussian Graphical Models defined by a set of equality\nconstraints on the entries of the concentration matrix.\n'sglasso' package implements the structured graphical lasso\n(sglasso) estimator proposed in Abbruzzo et al. (2014) for the\nweighted l1-penalized RCON(V, E) model. Two cyclic coordinate\nalgorithms are implemented to compute the sglasso estimator,\ni.e. a cyclic coordinate minimization (CCM) and a cyclic\ncoordinate descent (CCD) algorithm.",
  "License": "GPL (>= 2)",
  "LazyLoad": "yes",
  "URL": "http://www.unipa.it/persone/docenti/a/luigi.augugliaro",
  "NeedsCompilation": "yes",
  "Packaged": {
    "Date": "2026-06-06 06:28:01 UTC",
    "User": "root"
  },
  "Config/pak/sysreqs": "libglpk-dev libxml2-dev",
  "Repository": "https://luigiaugugliaro.r-universe.dev",
  "Date/Publication": "2023-12-04 02:39:59 UTC",
  "RemoteUrl": "https://github.com/cran/sglasso",
  "RemoteRef": "HEAD",
  "RemoteSha": "c884bab60dd0d1a5a0b0a3fd31efd8ef022449e7",
  "MD5sum": "168475fb9227f79e95e990dbacf1c970",
  "_user": "luigiaugugliaro",
  "_type": "src",
  "_file": "sglasso_1.2.6.tar.gz",
  "_fileid": "ec11a15fe73150d9f0f3a7195982cc313f3a5cacd7509d0248913ad96e0061da",
  "_filesize": 251359,
  "_sha256": "ec11a15fe73150d9f0f3a7195982cc313f3a5cacd7509d0248913ad96e0061da",
  "_created": "2026-06-06T06:28:01.000Z",
  "_published": "2026-06-06T06:34:02.001Z",
  "_distro": "noble",
  "_jobs": [
    {
      "job": 79857604504,
      "time": 219,
      "config": "linux-devel-arm64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "7452004778"
    },
    {
      "job": 79857604511,
      "time": 119,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "7451992309"
    },
    {
      "job": 79857604514,
      "time": 120,
      "config": "linux-release-arm64",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7451992735"
    },
    {
      "job": 79857604518,
      "time": 122,
      "config": "linux-release-x86_64",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7451992573"
    },
    {
      "job": 79857604516,
      "time": 193,
      "config": "macos-oldrel-arm64",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "7452000613"
    },
    {
      "job": 79857604517,
      "time": 284,
      "config": "macos-oldrel-x86_64",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "7452014176"
    },
    {
      "job": 79857604520,
      "time": 140,
      "config": "macos-release-arm64",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7451997602"
    },
    {
      "job": 79857604513,
      "time": 261,
      "config": "macos-release-x86_64",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7452011667"
    },
    {
      "job": 79857435563,
      "time": 183,
      "config": "source",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7451978038"
    },
    {
      "job": 79857604508,
      "time": 322,
      "config": "wasm-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7452017152"
    },
    {
      "job": 79857604509,
      "time": 142,
      "config": "windows-devel",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "7451995013"
    },
    {
      "job": 79857604526,
      "time": 100,
      "config": "windows-oldrel",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "7451990049"
    },
    {
      "job": 79857604515,
      "time": 106,
      "config": "windows-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7451990744"
    }
  ],
  "_buildurl": "https://github.com/r-universe/luigiaugugliaro/actions/runs/27054937835",
  "_status": "success",
  "_host": "GitHub-Actions",
  "_upstream": "https://github.com/cran/sglasso",
  "_commit": {
    "id": "c884bab60dd0d1a5a0b0a3fd31efd8ef022449e7",
    "author": "Luigi Augugliaro <luigi.augugliaro@unipa.it>",
    "committer": "cran-robot <csardi.gabor+cran@gmail.com>",
    "message": "version 1.2.6\n",
    "time": 1701657599
  },
  "_maintainer": {
    "name": "Luigi Augugliaro",
    "email": "luigi.augugliaro@unipa.it",
    "login": "luigiaugugliaro",
    "description": "",
    "uuid": 40381353
  },
  "_registered": true,
  "_dependencies": [
    {
      "package": "Matrix",
      "role": "Depends"
    },
    {
      "package": "igraph",
      "role": "Depends"
    },
    {
      "package": "R",
      "version": ">= 4.2",
      "role": "Depends"
    },
    {
      "package": "methods",
      "role": "Imports"
    },
    {
      "package": "graphics",
      "role": "Imports"
    },
    {
      "package": "grDevices",
      "role": "Imports"
    }
  ],
  "_owner": "cran",
  "_selfowned": true,
  "_usedby": 0,
  "_updates": [],
  "_tags": [],
  "_stars": 0,
  "_contributors": [
    {
      "user": "luigiaugugliaro",
      "count": 11,
      "uuid": 40381353
    }
  ],
  "_userbio": {
    "uuid": 40381353,
    "type": "user",
    "name": "Luigi"
  },
  "_downloads": {
    "count": 182,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/sglasso"
  },
  "_mentions": 1,
  "_searchresults": 13,
  "_topics": [
    "openblas"
  ],
  "_rbuild": "4.6.0",
  "_assets": [
    "extra/citation.cff",
    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
    "extra/sglasso.html",
    "manual.pdf"
  ],
  "_realowner": "luigiaugugliaro",
  "_cranurl": false,
  "_releases": [
    {
      "version": "1.0-0",
      "date": "2014-04-23"
    },
    {
      "version": "1.0-1",
      "date": "2014-06-17"
    },
    {
      "version": "1.1-0",
      "date": "2014-09-22"
    },
    {
      "version": "1.1-1",
      "date": "2015-04-02"
    },
    {
      "version": "1.2",
      "date": "2015-05-04"
    },
    {
      "version": "1.2.1",
      "date": "2015-06-04"
    },
    {
      "version": "1.2.2",
      "date": "2015-12-03"
    },
    {
      "version": "1.2.3",
      "date": "2018-05-26"
    },
    {
      "version": "1.2.4",
      "date": "2019-12-05"
    },
    {
      "version": "1.2.5",
      "date": "2022-09-22"
    },
    {
      "version": "1.2.6",
      "date": "2023-12-03"
    }
  ],
  "_exports": [
    "fglasso",
    "fglasso_model2mask",
    "gplot",
    "gplot.fglasso",
    "gplot.sglasso",
    "Kh",
    "klcv",
    "loglik",
    "make_action",
    "make_sglasso",
    "mask2Te",
    "mask2Tv",
    "plot.klcv",
    "plot.sglasso",
    "print.klcv",
    "print.sglasso",
    "setDiff",
    "sglasso",
    "sglasso.fit",
    "summary.sglasso",
    "theta2Kh",
    "zero"
  ],
  "_datasets": [
    {
      "name": "neisseria",
      "title": "Neisseria Data Set",
      "object": "neisseria",
      "file": "neisseria.RData",
      "class": [
        "matrix",
        "array"
      ],
      "fields": [
        "X1-5",
        "X2-5",
        "X3-5",
        "X4-5",
        "X5-5",
        "X6-5",
        "X7-5",
        "X8-5",
        "X9-5",
        "X10-5",
        "X1-25",
        "X2-25",
        "X3-25",
        "X4-25",
        "X5-25",
        "X6-25",
        "X7-25",
        "X8-25",
        "X9-25",
        "X10-25",
        "X1-45",
        "X2-45",
        "X3-45",
        "X4-45",
        "X5-45",
        "X6-45",
        "X7-45",
        "X8-45",
        "X9-45",
        "X10-45",
        "X1-65",
        "X2-65",
        "X3-65",
        "X4-65",
        "X5-65",
        "X6-65",
        "X7-65",
        "X8-65",
        "X9-65",
        "X10-65",
        "X1-85",
        "X2-85",
        "X3-85",
        "X4-85",
        "X5-85",
        "X6-85",
        "X7-85",
        "X8-85",
        "X9-85",
        "X10-85",
        "X1-105",
        "X2-105",
        "X3-105",
        "X4-105",
        "X5-105",
        "X6-105",
        "X7-105",
        "X8-105",
        "X9-105",
        "X10-105",
        "X1-125",
        "X2-125",
        "X3-125",
        "X4-125",
        "X5-125",
        "X6-125",
        "X7-125",
        "X8-125",
        "X9-125",
        "X10-125",
        "X1-160",
        "X2-160",
        "X3-160",
        "X4-160",
        "X5-160",
        "X6-160",
        "X7-160",
        "X8-160",
        "X9-160",
        "X10-160",
        "X1-200",
        "X2-200",
        "X3-200",
        "X4-200",
        "X5-200",
        "X6-200",
        "X7-200",
        "X8-200",
        "X9-200",
        "X10-200",
        "X1-240",
        "X2-240",
        "X3-240",
        "X4-240",
        "X5-240",
        "X6-240",
        "X7-240",
        "X8-240",
        "X9-240",
        "X10-240"
      ],
      "rows": 4,
      "table": true,
      "tojson": true
    }
  ],
  "_help": [
    {
      "page": "sglasso-package",
      "title": "Lasso Method for RCON(V, E) Models",
      "topics": [
        "sglasso-package"
      ]
    },
    {
      "page": "fglasso",
      "title": "L1-penalized Factorial Graphical Lasso Model",
      "topics": [
        "fglasso"
      ]
    },
    {
      "page": "gplot",
      "title": "Plotting Sparse Graph",
      "topics": [
        "gplot"
      ]
    },
    {
      "page": "gplot.fglasso",
      "title": "Plotting Sparse Factorial Dynamic Gaussian Graphical Model",
      "topics": [
        "gplot.fglasso"
      ]
    },
    {
      "page": "gplot.sglasso",
      "title": "Plotting Sparse Graphs",
      "topics": [
        "gplot.sglasso"
      ]
    },
    {
      "page": "Kh",
      "title": "Extract Sparse Structured Precision Matrices",
      "topics": [
        "Kh"
      ]
    },
    {
      "page": "klcv",
      "title": "Cross-Validated Kullback-Leibler Divergence",
      "topics": [
        "klcv",
        "print.klcv"
      ]
    },
    {
      "page": "loglik",
      "title": "Extract Log-Likelihood",
      "topics": [
        "loglik"
      ]
    },
    {
      "page": "neisseria",
      "title": "Neisseria Data Set",
      "topics": [
        "neisseria"
      ]
    },
    {
      "page": "plot.klcv",
      "title": "Plot Method for Leave-One-Out Cross-Validated Kullback-Leibler Divergence",
      "topics": [
        "plot.klcv"
      ]
    },
    {
      "page": "plot.sglasso",
      "title": "Plot Method for the Weighted l1-Penalized RCON(V, E) Model",
      "topics": [
        "plot.sglasso"
      ]
    },
    {
      "page": "sglasso",
      "title": "Lasso Method for the RCON(V, E) Models",
      "topics": [
        "print.sglasso",
        "sglasso"
      ]
    },
    {
      "page": "summary.sglasso",
      "title": "Summarizing sglasso Fits",
      "topics": [
        "summary.sglasso"
      ]
    }
  ],
  "_rundeps": [
    "cli",
    "cpp11",
    "glue",
    "igraph",
    "lattice",
    "lifecycle",
    "magrittr",
    "Matrix",
    "pkgconfig",
    "rlang",
    "vctrs"
  ],
  "_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)"
    }
  ],
  "_score": 1.1139433523068367,
  "_indexed": true,
  "_nocasepkg": "sglasso",
  "_universes": [
    "luigiaugugliaro"
  ],
  "_binaries": [
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "1.2.6",
      "date": "2026-06-06T06:31:43.000Z",
      "distro": "noble",
      "arch": "aarch64",
      "commit": "c884bab60dd0d1a5a0b0a3fd31efd8ef022449e7",
      "fileid": "90e3dd3133efde82cc44a7e2ac20d957301c335935c4a5c4cb2fe7929037126e",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/luigiaugugliaro/actions/runs/27054937835"
    },
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "1.2.6",
      "date": "2026-06-06T06:29:53.000Z",
      "distro": "noble",
      "arch": "x86_64",
      "commit": "c884bab60dd0d1a5a0b0a3fd31efd8ef022449e7",
      "fileid": "cb60cf04b6dd7648c3ab4feeefbe3d5082401616417cf3b932ca9c3e1bd18050",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/luigiaugugliaro/actions/runs/27054937835"
    },
    {
      "r": "4.6.0",
      "os": "linux",
      "version": "1.2.6",
      "date": "2026-06-06T06:30:05.000Z",
      "distro": "noble",
      "arch": "aarch64",
      "commit": "c884bab60dd0d1a5a0b0a3fd31efd8ef022449e7",
      "fileid": "13a281167449e713b34bb13671c29a6f5197e779bc4bcf0b9a002884629c9f0d",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/luigiaugugliaro/actions/runs/27054937835"
    },
    {
      "r": "4.6.0",
      "os": "linux",
      "version": "1.2.6",
      "date": "2026-06-06T06:29:59.000Z",
      "distro": "noble",
      "arch": "x86_64",
      "commit": "c884bab60dd0d1a5a0b0a3fd31efd8ef022449e7",
      "fileid": "626bba60292b9295ed350deb2965addc808ce76882359cd1cc4eaf968c57b25e",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/luigiaugugliaro/actions/runs/27054937835"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "1.2.6",
      "date": "2026-06-06T06:31:05.000Z",
      "arch": "aarch64",
      "commit": "c884bab60dd0d1a5a0b0a3fd31efd8ef022449e7",
      "fileid": "6d7edc22250e35794a3e94fa53581a62a1d358549176348e00fc002bdc76547f",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/luigiaugugliaro/actions/runs/27054937835"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "1.2.6",
      "date": "2026-06-06T06:32:32.000Z",
      "arch": "x86_64",
      "commit": "c884bab60dd0d1a5a0b0a3fd31efd8ef022449e7",
      "fileid": "25c0c667953ae73291fba399a471dbc48c66753eb7a47159ed2afeffe31bc7f6",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/luigiaugugliaro/actions/runs/27054937835"
    },
    {
      "r": "4.6.0",
      "os": "mac",
      "version": "1.2.6",
      "date": "2026-06-06T06:30:43.000Z",
      "arch": "aarch64",
      "commit": "c884bab60dd0d1a5a0b0a3fd31efd8ef022449e7",
      "fileid": "ecfc774c97b63b4d00193ecac22e4d3c49cc12c3c9202ca9becdb33ba3950c2d",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/luigiaugugliaro/actions/runs/27054937835"
    },
    {
      "r": "4.6.0",
      "os": "mac",
      "version": "1.2.6",
      "date": "2026-06-06T06:32:16.000Z",
      "arch": "x86_64",
      "commit": "c884bab60dd0d1a5a0b0a3fd31efd8ef022449e7",
      "fileid": "e45c24b2dd2ca330b57b7e49630bf63c3dfaaf8d3386f07e9624929939ab1f4a",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/luigiaugugliaro/actions/runs/27054937835"
    },
    {
      "r": "4.6.0",
      "os": "wasm",
      "version": "1.2.6",
      "date": "2026-06-06T06:33:43.000Z",
      "arch": "emscripten",
      "commit": "c884bab60dd0d1a5a0b0a3fd31efd8ef022449e7",
      "fileid": "dc6f5c4a86a47e7cd7d91ba203e36ca626fa31685a01c5a53c0d187996ed4863",
      "status": "success",
      "buildurl": "https://github.com/r-universe/luigiaugugliaro/actions/runs/27054937835"
    },
    {
      "r": "4.7.0",
      "os": "win",
      "version": "1.2.6",
      "date": "2026-06-06T06:30:12.000Z",
      "arch": "x86_64",
      "commit": "c884bab60dd0d1a5a0b0a3fd31efd8ef022449e7",
      "fileid": "423a2a45382be1a290bafed7cbd08d02d67019646577c48f017317463e25a8d8",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/luigiaugugliaro/actions/runs/27054937835"
    },
    {
      "r": "4.5.3",
      "os": "win",
      "version": "1.2.6",
      "date": "2026-06-06T06:29:24.000Z",
      "arch": "x86_64",
      "commit": "c884bab60dd0d1a5a0b0a3fd31efd8ef022449e7",
      "fileid": "9f2f4b32384336573de68d4023ec9f09d9e6dff045f4bb166969ea2831fbaa80",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/luigiaugugliaro/actions/runs/27054937835"
    },
    {
      "r": "4.6.0",
      "os": "win",
      "version": "1.2.6",
      "date": "2026-06-06T06:29:24.000Z",
      "arch": "x86_64",
      "commit": "c884bab60dd0d1a5a0b0a3fd31efd8ef022449e7",
      "fileid": "7321d3d73d8d3e0f54801e9bada8274523bb323ff3dbb5bd4ab632cd3aef574a",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/luigiaugugliaro/actions/runs/27054937835"
    }
  ]
}