{
  "_id": "6a1f2223b401979e7342080f",
  "Package": "LogisticCopula",
  "Type": "Package",
  "Title": "A Copula Based Extension of Logistic Regression",
  "Version": "0.1.0",
  "Authors@R": "c(\nperson(\"Simon Boge\", \"Brant\",, \"simbrant91@gmail.com\",\nrole = c(\"aut\", \"cre\")),\nperson(\"Ingrid\", \"Hobæk Haff\", role = \"aut\")\n)",
  "Maintainer": "Simon Boge Brant <simbrant91@gmail.com>",
  "Description": "An implementation of a method of extending a logistic\nregression model beyond linear effects of the co-variates. The\nextension in is constructed by first equating the logistic\nregression model to a naive Bayes model where all the margins\nare specified to follow natural exponential distributions\nconditional on Y, that is, a model for Y given X that is\nspecified through the distribution of X given Y, where the\ncolumns of X are assumed to be mutually independent conditional\non Y. Subsequently, the model is expanded by adding vine -\ncopulas to relax the assumption of mutual independence, where\npair-copulas are added in a stage-wise, forward selection\nmanner. Some heuristics are employed during the process of\nselecting edges, as well as the families of pair-copula models.\nAfter each component is added, the parameters are updated by a\n(smaller) number of gradient steps to maximise the likelihood.\nWhen the algorithm has stopped adding edges, based the\ncriterion that a new edge should improve the likelihood more\nthan k times the number new parameters, the parameters are\nupdated with a larger number of gradient steps, or until\nconvergence.",
  "License": "MIT + file LICENSE",
  "Encoding": "UTF-8",
  "LazyData": "true",
  "RoxygenNote": "7.3.1",
  "Author": "Simon Boge Brant [aut, cre], Ingrid Hobæk Haff [aut]",
  "NeedsCompilation": "no",
  "Packaged": {
    "Date": "2026-05-16 07:16:39 UTC",
    "User": "root"
  },
  "Repository": "https://cran.r-universe.dev",
  "Date/Publication": "2024-06-29 02:41:32 UTC",
  "RemoteUrl": "https://github.com/cran/LogisticCopula",
  "RemoteRef": "HEAD",
  "RemoteSha": "9814c5738b932a0d1029f35042731bdb869ca186",
  "MD5sum": "252f346a7b892714f7f9b4e1c07d33d3",
  "_user": "cran",
  "_type": "src",
  "_file": "LogisticCopula_0.1.0.tar.gz",
  "_fileid": "e46d51bdbad1e32931f95af5a8d3db64b07ada3999517ddf543d3aa7a3daa127",
  "_filesize": 163933,
  "_sha256": "e46d51bdbad1e32931f95af5a8d3db64b07ada3999517ddf543d3aa7a3daa127",
  "_created": "2026-05-16T07:16:39.000Z",
  "_published": "2026-06-02T18:34:11.669Z",
  "_distro": "noble",
  "_jobs": [
    {
      "job": 79144375966,
      "time": 178,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "7031526628"
    },
    {
      "job": 79144375892,
      "time": 177,
      "config": "linux-release-x86_64",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7031526549"
    },
    {
      "job": 79144375768,
      "time": 190,
      "config": "source",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7031508502"
    },
    {
      "job": 79144375299,
      "time": 133,
      "config": "wasm-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7366582849"
    }
  ],
  "_buildurl": "https://github.com/r-universe/cran/actions/runs/25955870547",
  "_status": "success",
  "_host": "GitHub-Actions",
  "_upstream": "https://github.com/cran/LogisticCopula",
  "_commit": {
    "id": "9814c5738b932a0d1029f35042731bdb869ca186",
    "author": "Simon Boge Brant <simbrant91@gmail.com>",
    "committer": "cran-robot <csardi.gabor+cran@gmail.com>",
    "message": "version 0.1.0\n",
    "time": 1719628892
  },
  "_maintainer": {
    "name": "Simon Boge Brant",
    "email": "simbrant91@gmail.com"
  },
  "_registered": true,
  "_dependencies": [
    {
      "package": "R",
      "version": ">= 3.5.0",
      "role": "Depends"
    },
    {
      "package": "brglm2",
      "version": ">= 0.9",
      "role": "Depends"
    },
    {
      "package": "VineCopula",
      "version": ">= 2.5.0",
      "role": "Imports"
    },
    {
      "package": "rvinecopulib",
      "version": ">= 0.6.3.1.1",
      "role": "Imports"
    },
    {
      "package": "igraph",
      "version": ">= 2.0.3",
      "role": "Imports"
    },
    {
      "package": "numDeriv",
      "version": ">= 8-1.1",
      "role": "Imports"
    },
    {
      "package": "stringr",
      "version": ">= 1.5.1",
      "role": "Imports"
    }
  ],
  "_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": 170,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/LogisticCopula"
  },
  "_searchresults": 0,
  "_rbuild": "4.6.0",
  "_assets": [
    "extra/citation.cff",
    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
    "extra/LogisticCopula.html",
    "manual.pdf"
  ],
  "_realowner": "cran",
  "_cranurl": false,
  "_releases": [
    {
      "version": "0.1.0",
      "date": "2024-06-28"
    }
  ],
  "_exports": [
    "fit_copula_interactions"
  ],
  "_datasets": [
    {
      "name": "Ionosphere",
      "title": "Example data set",
      "object": "Ionosphere",
      "class": [
        "data.frame"
      ],
      "fields": [
        "V1",
        "V2",
        "V3",
        "V4",
        "V5",
        "V6",
        "V7",
        "V8",
        "V9",
        "V10",
        "V11",
        "V12",
        "V13",
        "V14",
        "V15",
        "V16",
        "V17",
        "V18",
        "V19",
        "V20",
        "V21",
        "V22",
        "V23",
        "V24",
        "V25",
        "V26",
        "V27",
        "V28",
        "V29",
        "V30",
        "V31",
        "V32",
        "V33",
        "V34",
        "Class"
      ],
      "rows": 351,
      "table": true,
      "tojson": true
    }
  ],
  "_help": [
    {
      "page": "fit_copula_interactions",
      "title": "fit_copula_interactions",
      "topics": [
        "fit_copula_interactions"
      ]
    },
    {
      "page": "fit_model",
      "title": "fit_model",
      "topics": [
        "fit_model"
      ]
    },
    {
      "page": "Ionosphere",
      "title": "Example data set",
      "topics": [
        "Ionosphere"
      ]
    },
    {
      "page": "predict.logistic_copula",
      "title": "predict.logistic_copula",
      "topics": [
        "predict.logistic_copula"
      ]
    }
  ],
  "_rundeps": [
    "ADGofTest",
    "assertthat",
    "BH",
    "brglm2",
    "cli",
    "cpp11",
    "enrichwith",
    "glue",
    "igraph",
    "kde1d",
    "lattice",
    "lifecycle",
    "magrittr",
    "MASS",
    "Matrix",
    "mvtnorm",
    "nleqslv",
    "nnet",
    "numDeriv",
    "pkgconfig",
    "randtoolbox",
    "Rcpp",
    "RcppEigen",
    "RcppThread",
    "rlang",
    "rngWELL",
    "rvinecopulib",
    "statmod",
    "stringi",
    "stringr",
    "vctrs",
    "VineCopula",
    "wdm"
  ],
  "_score": 1,
  "_indexed": true,
  "_nocasepkg": "logisticcopula",
  "_universes": [
    "cran"
  ],
  "_binaries": [
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "0.1.0",
      "date": "2026-05-16T07:19:24.000Z",
      "distro": "noble",
      "commit": "9814c5738b932a0d1029f35042731bdb869ca186",
      "fileid": "6f7ec1bd0663195050f5ff4433f152b2a4a2eb2ea9ca0544764c0a1a48e1852e",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/cran/actions/runs/25955870547"
    },
    {
      "r": "4.6.0",
      "os": "linux",
      "version": "0.1.0",
      "date": "2026-05-16T07:19:24.000Z",
      "distro": "noble",
      "commit": "9814c5738b932a0d1029f35042731bdb869ca186",
      "fileid": "71f1f822da9d0272d5de453db8ea170116814bbbaf612dd4810562f4767cf9c5",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/cran/actions/runs/25955870547"
    },
    {
      "r": "4.6.0",
      "os": "wasm",
      "version": "0.1.0",
      "date": "2026-06-02T18:33:50.000Z",
      "commit": "9814c5738b932a0d1029f35042731bdb869ca186",
      "fileid": "120ca1831fe698211633f0ae40bd172348d1e90eb6637db1da7d5271a8c034cc",
      "status": "success",
      "buildurl": "https://github.com/r-universe/cran/actions/runs/25955870547"
    }
  ]
}