{
  "_id": "6a23d6d1530b9bc726be52b8",
  "Package": "rbmn",
  "Version": "0.9-6",
  "Date": "2023-06-28",
  "Type": "Package",
  "Title": "Handling Linear Gaussian Bayesian Networks",
  "Author": "Jean-Baptiste Denis [aut, cre], Marco Scutari [ctb]",
  "Maintainer": "Marco Scutari <scutari@bnlearn.com>",
  "Description": "Creation, manipulation, simulation of linear Gaussian\nBayesian networks from text files and more...",
  "License": "GPL (>= 2)",
  "NeedsCompilation": "no",
  "Packaged": {
    "Date": "2026-06-06 08:11:44 UTC",
    "User": "root"
  },
  "Repository": "https://cran.r-universe.dev",
  "Date/Publication": "2023-06-30 07:50:02 UTC",
  "RemoteUrl": "https://github.com/cran/rbmn",
  "RemoteRef": "HEAD",
  "RemoteSha": "c20b0b24446b1e56d4f11c0d97bfb669ba948086",
  "MD5sum": "5145227b2cafdd675b8b63bb68acb4fe",
  "_user": "cran",
  "_type": "src",
  "_file": "rbmn_0.9-6.tar.gz",
  "_fileid": "b33465d75eddf1c07552148d9b09ad6add2addb41eb3e14f9001c0b981e7383d",
  "_filesize": 300441,
  "_sha256": "b33465d75eddf1c07552148d9b09ad6add2addb41eb3e14f9001c0b981e7383d",
  "_created": "2026-06-06T08:11:44.000Z",
  "_published": "2026-06-06T08:14:09.297Z",
  "_distro": "noble",
  "_jobs": [
    {
      "job": 79863425843,
      "time": 110,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "7452747816"
    },
    {
      "job": 79863425846,
      "time": 108,
      "config": "linux-release-x86_64",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7452747580"
    },
    {
      "job": 79863281117,
      "time": 156,
      "config": "source",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7452735259"
    },
    {
      "job": 79863425842,
      "time": 105,
      "config": "wasm-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7452747085"
    }
  ],
  "_buildurl": "https://github.com/r-universe/cran/actions/runs/27056977823",
  "_status": "success",
  "_host": "GitHub-Actions",
  "_upstream": "https://github.com/cran/rbmn",
  "_commit": {
    "id": "c20b0b24446b1e56d4f11c0d97bfb669ba948086",
    "author": "Marco Scutari <scutari@bnlearn.com>",
    "committer": "cran-robot <csardi.gabor+cran@gmail.com>",
    "message": "version 0.9-6\n",
    "time": 1688111402
  },
  "_maintainer": {
    "name": "Marco Scutari",
    "email": "scutari@bnlearn.com"
  },
  "_registered": true,
  "_dependencies": [
    {
      "package": "MASS",
      "role": "Imports"
    },
    {
      "package": "bnlearn",
      "role": "Suggests"
    },
    {
      "package": "igraph",
      "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": 201,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/rbmn"
  },
  "_searchresults": 95,
  "_rbuild": "4.6.0",
  "_assets": [
    "extra/citation.cff",
    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
    "extra/rbmn.html",
    "manual.pdf"
  ],
  "_realowner": "cran",
  "_cranurl": false,
  "_releases": [
    {
      "version": "0.9-2",
      "date": "2013-08-01"
    },
    {
      "version": "0.9-3",
      "date": "2020-02-13"
    },
    {
      "version": "0.9-4",
      "date": "2021-01-12"
    },
    {
      "version": "0.9-5",
      "date": "2022-04-07"
    },
    {
      "version": "0.9-6",
      "date": "2023-06-30"
    }
  ],
  "_exports": [
    "adja2arcs",
    "adja2crossed",
    "adja2nbn",
    "adja4nbn",
    "adja4three",
    "arc7nb4nbn",
    "arcs4nbn1nbn",
    "bn2nbn",
    "bnfit2nbn",
    "chain2correlation",
    "chain2gema",
    "chain2mn",
    "chain2nbn",
    "chain2pre",
    "chain4chain",
    "check8chain",
    "check8gema",
    "check8nbn",
    "condi4joint",
    "cor4var",
    "crossed4nbn1nbn",
    "dev4mn",
    "diff8nbn",
    "estimate8constrainednbn",
    "estimate8nbn",
    "gema2mn",
    "gema2nbn",
    "generate8chain",
    "generate8nbn",
    "inout4chain",
    "is8nbn8chain",
    "marginal4chain",
    "mn2gema",
    "mn4joint1condi",
    "nb8bn",
    "nbn2bnfit",
    "nbn2chain",
    "nbn2gema",
    "nbn2mn",
    "nbn2nbn",
    "nbn2rr",
    "nbn4nbn",
    "nbn4rmatrix",
    "normalize8nbn",
    "order4chain",
    "order4gema",
    "order4nbn",
    "print8chain",
    "print8gema",
    "print8mn",
    "print8nbn",
    "rbmn0adja.01",
    "rbmn0adja.02",
    "rbmn0adja.03",
    "rbmn0adja.04",
    "rbmn0adja.05",
    "rbmn0chain.01",
    "rbmn0chain.02",
    "rbmn0chain.03",
    "rbmn0crarc.05",
    "rbmn0gema.01",
    "rbmn0gema.02",
    "rbmn0gema.03",
    "rbmn0gema.04",
    "rbmn0gema.05",
    "rbmn0mn.01",
    "rbmn0mn.02",
    "rbmn0mn.03",
    "rbmn0mn.04",
    "rbmn0mn.05",
    "rbmn0nbn.01",
    "rbmn0nbn.02",
    "rbmn0nbn.03",
    "rbmn0nbn.04",
    "rbmn0nbn.05",
    "reverse8chain",
    "rm8nd4adja",
    "rm8nd4nbn",
    "rmatrix4nbn",
    "simulate8gema",
    "simulate8gmn",
    "simulate8mn",
    "simulate8nbn",
    "state4chain",
    "string7dag4nbn",
    "var2pre"
  ],
  "_datasets": [
    {
      "name": "boco",
      "title": "Body Composition Variables and Covariables",
      "object": "boco",
      "file": "boco.rda",
      "class": [
        "data.frame"
      ],
      "fields": [
        "A",
        "H",
        "W",
        "C",
        "TF",
        "LF",
        "AF",
        "TL",
        "LL",
        "AL",
        "TB",
        "LB",
        "AB"
      ],
      "rows": 100,
      "table": true,
      "tojson": true
    }
  ],
  "_help": [
    {
      "page": "rbmn-package",
      "title": "Linear Gaussian Bayesian network manipulations",
      "topics": [
        "rbmn-package",
        "rbmn"
      ]
    },
    {
      "page": "adja2arcs",
      "title": "Arc matrix from an adjacency matrix",
      "topics": [
        "adja2arcs"
      ]
    },
    {
      "page": "adja2crossed",
      "title": "creates a crossed-adjacency matrix from two ones",
      "topics": [
        "adja2crossed"
      ]
    },
    {
      "page": "adja2nbn",
      "title": "standardized /nbn/ from an adjacency matrix",
      "topics": [
        "adja2nbn"
      ]
    },
    {
      "page": "adja4nbn",
      "title": "adjacency matrix of a /nbn/",
      "topics": [
        "adja4nbn"
      ]
    },
    {
      "page": "adja4three",
      "title": "Adjacency matrices of DAGs having three nodes",
      "topics": [
        "adja4three"
      ]
    },
    {
      "page": "arc7nb4nbn",
      "title": "returns the number(s) of arcs of a /nbn/",
      "topics": [
        "arc7nb4nbn"
      ]
    },
    {
      "page": "arcs4nbn1nbn",
      "title": "returns the list of 'parallel' arcs of a crossed-nbn",
      "topics": [
        "arcs4nbn1nbn"
      ]
    },
    {
      "page": "bn2nbn",
      "title": "transforms a /bn/ of /bnlearn/ package to a /nbn/",
      "topics": [
        "bn2nbn"
      ]
    },
    {
      "page": "bnfit2nbn",
      "title": "transforms a /bn.fit/ of /bnlearn/ package to a /nbn/",
      "topics": [
        "bnfit2nbn"
      ]
    },
    {
      "page": "boco",
      "title": "Body Composition Variables and Covariables",
      "topics": [
        "boco"
      ]
    },
    {
      "page": "chain2correlation",
      "title": "computes the correlation matrix of a chain",
      "topics": [
        "chain2correlation"
      ]
    },
    {
      "page": "chain2gema",
      "title": "transforms a /chain/ to a /gema/",
      "topics": [
        "chain2gema"
      ]
    },
    {
      "page": "chain2mn",
      "title": "computes the distribution of a chain",
      "topics": [
        "chain2mn"
      ]
    },
    {
      "page": "chain2nbn",
      "title": "transforms a /chain/ to a /nbn/",
      "topics": [
        "chain2nbn"
      ]
    },
    {
      "page": "chain2pre",
      "title": "computes the precision of a chain",
      "topics": [
        "chain2pre"
      ]
    },
    {
      "page": "chain4chain",
      "title": "extracts a chain from a chain",
      "topics": [
        "chain4chain"
      ]
    },
    {
      "page": "check8chain",
      "title": "checks a /chain/ object",
      "topics": [
        "check8chain"
      ]
    },
    {
      "page": "check8gema",
      "title": "checks a /gema/ object",
      "topics": [
        "check8gema"
      ]
    },
    {
      "page": "check8nbn",
      "title": "checks a /nbn/ object",
      "topics": [
        "check8nbn"
      ]
    },
    {
      "page": "condi4joint",
      "title": "computes some conditional distribution of a multinormal vector",
      "topics": [
        "condi4joint"
      ]
    },
    {
      "page": "cor4var",
      "title": "returns the correlation matrix from the variance",
      "topics": [
        "cor4var"
      ]
    },
    {
      "page": "crossed4nbn1nbn",
      "title": "creates a crossed-nbn from two /nbn/s",
      "topics": [
        "crossed4nbn1nbn"
      ]
    },
    {
      "page": "dev4mn",
      "title": "Computes the deviance for a sample of multinormal vector",
      "topics": [
        "dev4mn"
      ]
    },
    {
      "page": "diff8nbn",
      "title": "returns a score of the difference between two /nbn/s",
      "topics": [
        "diff8nbn"
      ]
    },
    {
      "page": "estimate8constrainednbn",
      "title": "estimates the parameters of a nbn with equality constraints",
      "topics": [
        "estimate8constrainednbn"
      ]
    },
    {
      "page": "estimate8nbn",
      "title": "estimating the /nbn/ parameters",
      "topics": [
        "estimate8nbn"
      ]
    },
    {
      "page": "gema2mn",
      "title": "computes a /mn/ from a /gema/",
      "topics": [
        "gema2mn"
      ]
    },
    {
      "page": "gema2nbn",
      "title": "computes a /nbn/ from a /gema/",
      "topics": [
        "gema2nbn"
      ]
    },
    {
      "page": "generate8chain",
      "title": "generation of a /chain/ /nbn/",
      "topics": [
        "generate8chain"
      ]
    },
    {
      "page": "generate8nbn",
      "title": "returns a randomly built /nbn/ object.",
      "topics": [
        "generate8nbn"
      ]
    },
    {
      "page": "inout4chain",
      "title": "reduces a chain to its inputs and outputs",
      "topics": [
        "inout4chain"
      ]
    },
    {
      "page": "is8nbn8chain",
      "title": "Checks if a given /nbn/ is a /chain/",
      "topics": [
        "is8nbn8chain"
      ]
    },
    {
      "page": "marginal4chain",
      "title": "returns marginal expectations and standard deviations of a chain",
      "topics": [
        "marginal4chain"
      ]
    },
    {
      "page": "mn2gema",
      "title": "computes a /gema/ from a /mn/",
      "topics": [
        "mn2gema"
      ]
    },
    {
      "page": "mn4joint1condi",
      "title": "computes a joint distribution from a marginal and a conditional one for multinormal distributions",
      "topics": [
        "mn4joint1condi"
      ]
    },
    {
      "page": "nb8bn",
      "title": "number of Bayesian networks",
      "topics": [
        "nb8bn"
      ]
    },
    {
      "page": "nbn2bnfit",
      "title": "transforms a /nbn/ to a /bn.fit/ of /bnlearn/ package",
      "topics": [
        "nbn2bnfit"
      ]
    },
    {
      "page": "nbn2chain",
      "title": "transforms a /nbn/ into a /chain/",
      "topics": [
        "nbn2chain"
      ]
    },
    {
      "page": "nbn2gema",
      "title": "computes a /gema/ from a /nbn/",
      "topics": [
        "nbn2gema"
      ]
    },
    {
      "page": "nbn2mn",
      "title": "computes the joint distribution of a /nbn/",
      "topics": [
        "nbn2mn"
      ]
    },
    {
      "page": "nbn2nbn",
      "title": "computes the /nbn/ changing its topological order",
      "topics": [
        "nbn2nbn"
      ]
    },
    {
      "page": "nbn2rr",
      "title": "computes standard matrices from a /nbn/",
      "topics": [
        "nbn2rr"
      ]
    },
    {
      "page": "nbn4nbn",
      "title": "From a /nbn/ computes the associated nbn1",
      "topics": [
        "nbn4nbn"
      ]
    },
    {
      "page": "nbn4rmatrix",
      "title": "a /nbn/ from a regression matrix",
      "topics": [
        "nbn4rmatrix"
      ]
    },
    {
      "page": "normalize8nbn",
      "title": "normalizes a /nbn/",
      "topics": [
        "normalize8nbn"
      ]
    },
    {
      "page": "order4chain",
      "title": "returns a topological order of a /chain/ or checks a proposed order.",
      "topics": [
        "order4chain"
      ]
    },
    {
      "page": "order4gema",
      "title": "topological order of a /gema/",
      "topics": [
        "order4gema"
      ]
    },
    {
      "page": "order4nbn",
      "title": "topological order of a /nbn/",
      "topics": [
        "order4nbn"
      ]
    },
    {
      "page": "print8chain",
      "title": "prints a /chain/ object",
      "topics": [
        "print8chain"
      ]
    },
    {
      "page": "print8gema",
      "title": "standard print function for a /gema/ object.",
      "topics": [
        "print8gema"
      ]
    },
    {
      "page": "print8mn",
      "title": "standard print function for a /mn/ object.",
      "topics": [
        "print8mn"
      ]
    },
    {
      "page": "print8nbn",
      "title": "print function for a /nbn/ object.",
      "topics": [
        "print8nbn"
      ]
    },
    {
      "page": "objets",
      "title": "Some examplifying structures",
      "topics": [
        "provided objects",
        "rbmn0adja.01",
        "rbmn0adja.02",
        "rbmn0adja.03",
        "rbmn0adja.04",
        "rbmn0adja.05",
        "rbmn0chain.01",
        "rbmn0chain.02",
        "rbmn0chain.03",
        "rbmn0crarc.05",
        "rbmn0gema.01",
        "rbmn0gema.02",
        "rbmn0gema.03",
        "rbmn0gema.04",
        "rbmn0gema.05",
        "rbmn0mn.01",
        "rbmn0mn.02",
        "rbmn0mn.03",
        "rbmn0mn.04",
        "rbmn0mn.05",
        "rbmn0nbn.01",
        "rbmn0nbn.02",
        "rbmn0nbn.03",
        "rbmn0nbn.04",
        "rbmn0nbn.05"
      ]
    },
    {
      "page": "reverse8chain",
      "title": "reverses the nodes of a chain",
      "topics": [
        "reverse8chain"
      ]
    },
    {
      "page": "rm8nd4adja",
      "title": "removes somes nodes from an adjacency matrix",
      "topics": [
        "rm8nd4adja"
      ]
    },
    {
      "page": "rm8nd4nbn",
      "title": "removes some nodes from a /nbn/",
      "topics": [
        "rm8nd4nbn"
      ]
    },
    {
      "page": "rmatrix4nbn",
      "title": "regression matrix of a /nbn/",
      "topics": [
        "rmatrix4nbn"
      ]
    },
    {
      "page": "simulate8gema",
      "title": "simulates from a /gema/ object",
      "topics": [
        "simulate8gema"
      ]
    },
    {
      "page": "simulate8gmn",
      "title": "simulates a multinormal vector with varying expectation",
      "topics": [
        "simulate8gmn"
      ]
    },
    {
      "page": "simulate8mn",
      "title": "simulates a multinormal vector",
      "topics": [
        "simulate8mn"
      ]
    },
    {
      "page": "simulate8nbn",
      "title": "simulates from a /nbn/ object",
      "topics": [
        "simulate8nbn"
      ]
    },
    {
      "page": "state4chain",
      "title": "returns the states of each node of a chain",
      "topics": [
        "state4chain"
      ]
    },
    {
      "page": "string7dag4nbn",
      "title": "provides so-called string model of a /nbn/",
      "topics": [
        "string7dag4nbn"
      ]
    },
    {
      "page": "var2pre",
      "title": "returns the precision matrix from the variance",
      "topics": [
        "var2pre"
      ]
    }
  ],
  "_rundeps": [
    "MASS"
  ],
  "_score": 1.9777236052888476,
  "_indexed": true,
  "_nocasepkg": "rbmn",
  "_universes": [
    "cran"
  ],
  "_binaries": [
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "0.9-6",
      "date": "2026-06-06T08:13:38.000Z",
      "distro": "noble",
      "commit": "c20b0b24446b1e56d4f11c0d97bfb669ba948086",
      "fileid": "265c32a0c07aaafc667fb3783d756d64009bb6fd9ea602dfc3db6ff258d12778",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/cran/actions/runs/27056977823"
    },
    {
      "r": "4.6.0",
      "os": "linux",
      "version": "0.9-6",
      "date": "2026-06-06T08:13:37.000Z",
      "distro": "noble",
      "commit": "c20b0b24446b1e56d4f11c0d97bfb669ba948086",
      "fileid": "302ecbfdeddbf6bdaa8cbf49618874c3e0dbce4d9c9205c15e764d7c0b52d398",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/cran/actions/runs/27056977823"
    },
    {
      "r": "4.6.0",
      "os": "wasm",
      "version": "0.9-6",
      "date": "2026-06-06T08:13:46.000Z",
      "commit": "c20b0b24446b1e56d4f11c0d97bfb669ba948086",
      "fileid": "e8ad63deed96eb53f5acc801e4633537fed801245ce38ea33fccc60ff44dce2b",
      "status": "success",
      "buildurl": "https://github.com/r-universe/cran/actions/runs/27056977823"
    }
  ]
}