{
  "_id": "6a1ebf46b25058d4daae1c24",
  "Package": "mlogit",
  "Version": "2.0-0",
  "Date": "2026-05-27",
  "Title": "Multinomial Logit Models",
  "Authors@R": "person(\"Yves\", \"Croissant\", role = c(\"aut\", \"cre\"), email = \"yves.croissant@univ-reunion.fr\")",
  "Description": "Maximum likelihood estimation of random utility discrete\nchoice models. The software is described in Croissant (2020)\n<doi:10.18637/jss.v095.i11> and the underlying methods in Train\n(2009) <doi:10.1017/CBO9780511805271>.",
  "VignetteBuilder": "quarto",
  "Encoding": "UTF-8",
  "License": "GPL (>=2)",
  "URL": "https://cran.r-project.org/package=mlogit",
  "RoxygenNote": "7.3.3",
  "LazyData": "true",
  "Roxygen": "list(markdown = TRUE)",
  "RdMacros": "Rdpack",
  "Repository": "https://ycroissant.r-universe.dev",
  "Date/Publication": "2026-06-02 06:13:58 UTC",
  "RemoteUrl": "https://github.com/ycroissant/mlogit",
  "RemoteRef": "HEAD",
  "RemoteSha": "319d2db8c355c6e685ceee9c9f882799bf9c2f21",
  "NeedsCompilation": "no",
  "Packaged": {
    "Date": "2026-06-02 11:27:30 UTC",
    "User": "root"
  },
  "Author": "Yves Croissant [aut, cre]",
  "Maintainer": "Yves Croissant <yves.croissant@univ-reunion.fr>",
  "MD5sum": "2b2fc225945e7077474fc1db25429f69",
  "_user": "ycroissant",
  "_type": "src",
  "_file": "mlogit_2.0-0.tar.gz",
  "_fileid": "1c7315897659d68ee367e1ebc570cd50dcf610d6b270b056c17c329e2f40c4a0",
  "_filesize": 1220494,
  "_sha256": "1c7315897659d68ee367e1ebc570cd50dcf610d6b270b056c17c329e2f40c4a0",
  "_created": "2026-06-02T11:27:30.000Z",
  "_published": "2026-06-02T11:32:22.906Z",
  "_distro": "noble",
  "_jobs": [
    {
      "job": 79060240673,
      "time": 169,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "WARNING",
      "artifact": "7356445569"
    },
    {
      "job": 79060240608,
      "time": 192,
      "config": "linux-release-x86_64",
      "r": "4.6.0",
      "check": "WARNING",
      "artifact": "7356452821"
    },
    {
      "job": 79060240634,
      "time": 150,
      "config": "macos-oldrel-arm64",
      "r": "4.5.3",
      "check": "WARNING",
      "artifact": "7356438816"
    },
    {
      "job": 79060240677,
      "time": 123,
      "config": "macos-release-arm64",
      "r": "4.6.0",
      "check": "WARNING",
      "artifact": "7356429684"
    },
    {
      "job": 79059307356,
      "time": 340,
      "config": "source",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7356388108"
    },
    {
      "job": 79060240597,
      "time": 118,
      "config": "wasm-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7356427898"
    },
    {
      "job": 79060240628,
      "time": 252,
      "config": "windows-devel",
      "r": "4.7.0",
      "check": "WARNING",
      "artifact": "7356472534"
    },
    {
      "job": 79060240638,
      "time": 200,
      "config": "windows-oldrel",
      "r": "4.5.3",
      "check": "WARNING",
      "artifact": "7356455345"
    },
    {
      "job": 79060240666,
      "time": 155,
      "config": "windows-release",
      "r": "4.6.0",
      "check": "WARNING",
      "artifact": "7356440477"
    }
  ],
  "_buildurl": "https://github.com/r-universe/ycroissant/actions/runs/26816429375",
  "_status": "success",
  "_host": "GitHub-Actions",
  "_upstream": "https://github.com/ycroissant/mlogit",
  "_commit": {
    "id": "319d2db8c355c6e685ceee9c9f882799bf9c2f21",
    "author": "ycroissant <yves.croissant@univ-reunion.fr>",
    "committer": "ycroissant <yves.croissant@univ-reunion.fr>",
    "message": "version 2.0-0 vignettes dont use msummary, Electricity is coerced to a data frame\n",
    "time": 1780380838
  },
  "_maintainer": {
    "name": "Yves Croissant",
    "email": "yves.croissant@univ-reunion.fr",
    "login": "ycroissant",
    "description": "",
    "uuid": 20230229
  },
  "_registered": true,
  "_dependencies": [
    {
      "package": "R",
      "version": ">= 3.5.0",
      "role": "Depends"
    },
    {
      "package": "Formula",
      "role": "Imports"
    },
    {
      "package": "lmtest",
      "role": "Imports"
    },
    {
      "package": "Rdpack",
      "role": "Imports"
    },
    {
      "package": "dfidx",
      "role": "Imports"
    },
    {
      "package": "micsr",
      "role": "Imports"
    },
    {
      "package": "numDeriv",
      "role": "Imports"
    },
    {
      "package": "knitr",
      "role": "Suggests"
    },
    {
      "package": "car",
      "role": "Suggests"
    },
    {
      "package": "nnet",
      "role": "Suggests"
    },
    {
      "package": "lattice",
      "role": "Suggests"
    },
    {
      "package": "AER",
      "role": "Suggests"
    },
    {
      "package": "ggplot2",
      "role": "Suggests"
    },
    {
      "package": "quarto",
      "role": "Suggests"
    },
    {
      "package": "dplyr",
      "role": "Suggests"
    }
  ],
  "_owner": "ycroissant",
  "_selfowned": true,
  "_usedby": 12,
  "_updates": [
    {
      "week": "2025-25",
      "n": 1
    },
    {
      "week": "2025-44",
      "n": 1
    },
    {
      "week": "2026-05",
      "n": 1
    },
    {
      "week": "2026-23",
      "n": 1
    }
  ],
  "_tags": [],
  "_stars": 10,
  "_contributors": [
    {
      "user": "ycroissant",
      "count": 24,
      "uuid": 20230229
    }
  ],
  "_userbio": {
    "uuid": 20230229,
    "type": "user",
    "name": "Yves Croissant"
  },
  "_downloads": {
    "count": 21375,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/mlogit"
  },
  "_mentions": 40,
  "_devurl": "https://github.com/ycroissant/mlogit",
  "_searchresults": 1464,
  "_quarto": true,
  "_topics": [
    "quarto"
  ],
  "_rbuild": "4.6.0",
  "_assets": [
    "extra/citation.cff",
    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
    "extra/mlogit.html",
    "extra/NEWS.html",
    "extra/NEWS.txt",
    "manual.pdf"
  ],
  "_homeurl": "https://github.com/ycroissant/mlogit",
  "_realowner": "ycroissant",
  "_cranurl": true,
  "_releases": [
    {
      "version": "0.1-0",
      "date": "2008-05-16"
    },
    {
      "version": "0.1-1",
      "date": "2008-08-27"
    },
    {
      "version": "0.1-2",
      "date": "2008-12-19"
    },
    {
      "version": "0.1-3",
      "date": "2010-01-26"
    },
    {
      "version": "0.1-4",
      "date": "2010-01-27"
    },
    {
      "version": "0.1-5",
      "date": "2010-03-25"
    },
    {
      "version": "0.1-6",
      "date": "2010-04-16"
    },
    {
      "version": "0.1-7",
      "date": "2010-04-18"
    },
    {
      "version": "0.1-8",
      "date": "2010-07-24"
    },
    {
      "version": "0.2-0",
      "date": "2011-01-13"
    },
    {
      "version": "0.2-1",
      "date": "2011-02-06"
    },
    {
      "version": "0.2-2",
      "date": "2011-11-23"
    },
    {
      "version": "0.2-3",
      "date": "2012-12-07"
    },
    {
      "version": "0.2-4",
      "date": "2013-12-27"
    },
    {
      "version": "0.3-0",
      "date": "2018-04-20"
    },
    {
      "version": "0.4-0",
      "date": "2019-01-31"
    },
    {
      "version": "0.4-1",
      "date": "2019-02-01"
    },
    {
      "version": "0.4-2",
      "date": "2019-06-03"
    },
    {
      "version": "1.0-0",
      "date": "2019-07-21"
    },
    {
      "version": "1.0-1",
      "date": "2019-07-22"
    },
    {
      "version": "1.0-2",
      "date": "2019-12-09"
    },
    {
      "version": "1.0-2.1",
      "date": "2020-02-16"
    },
    {
      "version": "1.0-3",
      "date": "2020-03-07"
    },
    {
      "version": "1.0-3.1",
      "date": "2020-03-12"
    },
    {
      "version": "1.1-0",
      "date": "2020-05-26"
    },
    {
      "version": "1.1-1",
      "date": "2020-10-02"
    },
    {
      "version": "1.1-2",
      "date": "2025-04-28"
    },
    {
      "version": "1.1-3",
      "date": "2025-07-12"
    },
    {
      "version": "2.0-0",
      "date": "2026-06-02"
    }
  ],
  "_exports": [
    "cor.mlogit",
    "cov.mlogit",
    "dfidx",
    "drpar",
    "gaze",
    "has.intercept",
    "hmftest",
    "idx",
    "idx_name",
    "is.mFormula",
    "logsum",
    "lrtest",
    "med",
    "mFormula",
    "mlogit",
    "mlogit.data",
    "mlogit.optim",
    "preds",
    "prpar",
    "qrpar",
    "rg",
    "rpar",
    "scoretest",
    "slps",
    "stdev",
    "waldtest"
  ],
  "_datasets": [
    {
      "name": "Car",
      "title": "Stated Preferences for Car Choice",
      "object": "Car",
      "class": [
        "tbl_df",
        "tbl",
        "data.frame"
      ],
      "fields": [
        "choice",
        "college",
        "hsg2",
        "coml5",
        "type1",
        "type2",
        "type3",
        "type4",
        "type5",
        "type6",
        "fuel1",
        "fuel2",
        "fuel3",
        "fuel4",
        "fuel5",
        "fuel6",
        "price1",
        "price2",
        "price3",
        "price4",
        "price5",
        "price6",
        "range1",
        "range2",
        "range3",
        "range4",
        "range5",
        "range6",
        "acc1",
        "acc2",
        "acc3",
        "acc4",
        "acc5",
        "acc6",
        "speed1",
        "speed2",
        "speed3",
        "speed4",
        "speed5",
        "speed6",
        "pollution1",
        "pollution2",
        "pollution3",
        "pollution4",
        "pollution5",
        "pollution6",
        "size1",
        "size2",
        "size3",
        "size4",
        "size5",
        "size6",
        "space1",
        "space2",
        "space3",
        "space4",
        "space5",
        "space6",
        "cost1",
        "cost2",
        "cost3",
        "cost4",
        "cost5",
        "cost6",
        "station1",
        "station2",
        "station3",
        "station4",
        "station5",
        "station6"
      ],
      "rows": 4654,
      "table": true,
      "tojson": true
    },
    {
      "name": "Catsup",
      "title": "Choice of Brand for Catsup",
      "object": "Catsup",
      "class": [
        "tbl_df",
        "tbl",
        "data.frame"
      ],
      "fields": [
        "id",
        "disp.heinz41",
        "disp.heinz32",
        "disp.heinz28",
        "disp.hunts32",
        "feat.heinz41",
        "feat.heinz32",
        "feat.heinz28",
        "feat.hunts32",
        "price.heinz41",
        "price.heinz32",
        "price.heinz28",
        "price.hunts32",
        "choice"
      ],
      "rows": 2798,
      "table": true,
      "tojson": true
    },
    {
      "name": "Cracker",
      "title": "Choice of Brand for Crakers",
      "object": "Cracker",
      "class": [
        "tbl_df",
        "tbl",
        "data.frame"
      ],
      "fields": [
        "id",
        "disp.sunshine",
        "disp.kleebler",
        "disp.nabisco",
        "disp.private",
        "feat.sunshine",
        "feat.kleebler",
        "feat.nabisco",
        "feat.private",
        "price.sunshine",
        "price.kleebler",
        "price.nabisco",
        "price.private",
        "choice"
      ],
      "rows": 3292,
      "table": true,
      "tojson": true
    },
    {
      "name": "Electricity",
      "title": "Stated preference data for the choice of electricity suppliers",
      "object": "Electricity",
      "class": [
        "data.frame"
      ],
      "fields": [
        "choice",
        "id",
        "pf1",
        "pf2",
        "pf3",
        "pf4",
        "cl1",
        "cl2",
        "cl3",
        "cl4",
        "loc1",
        "loc2",
        "loc3",
        "loc4",
        "wk1",
        "wk2",
        "wk3",
        "wk4",
        "tod1",
        "tod2",
        "tod3",
        "tod4",
        "seas1",
        "seas2",
        "seas3",
        "seas4"
      ],
      "rows": 4308,
      "table": true,
      "tojson": true
    },
    {
      "name": "Fishing",
      "title": "Choice of Fishing Mode",
      "object": "Fishing",
      "class": [
        "tbl_df",
        "tbl",
        "data.frame"
      ],
      "fields": [
        "mode",
        "price.beach",
        "price.pier",
        "price.boat",
        "price.charter",
        "catch.beach",
        "catch.pier",
        "catch.boat",
        "catch.charter",
        "income"
      ],
      "rows": 1182,
      "table": true,
      "tojson": true
    },
    {
      "name": "Game",
      "title": "Ranked data for gaming platforms",
      "object": "Game",
      "class": [
        "tbl_df",
        "tbl",
        "data.frame"
      ],
      "fields": [
        "ch.Xbox",
        "ch.PlayStation",
        "ch.PSPortable",
        "ch.GameCube",
        "ch.GameBoy",
        "ch.PC",
        "own.Xbox",
        "own.PlayStation",
        "own.PSPortable",
        "own.GameCube",
        "own.GameBoy",
        "own.PC",
        "age",
        "hours"
      ],
      "rows": 91,
      "table": true,
      "tojson": true
    },
    {
      "name": "Game2",
      "title": "Ranked data for gaming platforms",
      "object": "Game2",
      "class": [
        "data.frame"
      ],
      "fields": [
        "age",
        "hours",
        "platform",
        "ch",
        "own",
        "chid"
      ],
      "rows": 546,
      "table": true,
      "tojson": true
    },
    {
      "name": "HC",
      "title": "Heating and Cooling System Choice in Newly Built Houses in California",
      "object": "HC",
      "class": [
        "tbl_df",
        "tbl",
        "data.frame"
      ],
      "fields": [
        "depvar",
        "ich.gcc",
        "ich.ecc",
        "ich.erc",
        "ich.hpc",
        "ich.gc",
        "ich.ec",
        "ich.er",
        "icca",
        "och.gcc",
        "och.ecc",
        "och.erc",
        "och.hpc",
        "och.gc",
        "och.ec",
        "och.er",
        "occa",
        "income"
      ],
      "rows": 250,
      "table": true,
      "tojson": true
    },
    {
      "name": "Heating",
      "title": "Heating System Choice in California Houses",
      "object": "Heating",
      "class": [
        "tbl_df",
        "tbl",
        "data.frame"
      ],
      "fields": [
        "idcase",
        "depvar",
        "ic.gc",
        "ic.gr",
        "ic.ec",
        "ic.er",
        "ic.hp",
        "oc.gc",
        "oc.gr",
        "oc.ec",
        "oc.er",
        "oc.hp",
        "income",
        "agehed",
        "rooms",
        "region",
        "pb.gc",
        "pb.gr",
        "pb.ec",
        "pb.er",
        "pb.hp"
      ],
      "rows": 900,
      "table": true,
      "tojson": true
    },
    {
      "name": "JapaneseFDI",
      "title": "Japanese Foreign Direct Investment in European Regions",
      "object": "JapaneseFDI",
      "class": [
        "tbl_df",
        "tbl",
        "data.frame"
      ],
      "fields": [
        "firm",
        "country",
        "region",
        "choice",
        "choice.c",
        "wage",
        "unemp",
        "elig",
        "area",
        "scrate",
        "ctaxrate",
        "gdp",
        "harris",
        "krugman",
        "domind",
        "japind",
        "network"
      ],
      "rows": 25764,
      "table": true,
      "tojson": true
    },
    {
      "name": "Mode",
      "title": "Mode Choice",
      "object": "Mode",
      "class": [
        "tbl_df",
        "tbl",
        "data.frame"
      ],
      "fields": [
        "choice",
        "cost.car",
        "cost.carpool",
        "cost.bus",
        "cost.rail",
        "time.car",
        "time.carpool",
        "time.bus",
        "time.rail"
      ],
      "rows": 453,
      "table": true,
      "tojson": true
    },
    {
      "name": "ModeCanada",
      "title": "Mode Choice for the Montreal-Toronto Corridor",
      "object": "ModeCanada",
      "class": [
        "tbl_df",
        "tbl",
        "data.frame"
      ],
      "fields": [
        "case",
        "alt",
        "choice",
        "dist",
        "cost",
        "ivt",
        "ovt",
        "freq",
        "income",
        "urban",
        "noalt"
      ],
      "rows": 15520,
      "table": true,
      "tojson": true
    },
    {
      "name": "NOx",
      "title": "Technologies to reduce NOx emissions",
      "object": "NOx",
      "class": [
        "tbl_df",
        "tbl",
        "data.frame"
      ],
      "fields": [
        "chid",
        "alt",
        "id",
        "choice",
        "available",
        "env",
        "post",
        "cm",
        "lnb",
        "age",
        "vcost",
        "kcost"
      ],
      "rows": 9480,
      "table": true,
      "tojson": true
    },
    {
      "name": "RiskyTransport",
      "title": "Risky Transportation Choices",
      "object": "RiskyTransport",
      "class": [
        "tbl_df",
        "tbl",
        "data.frame"
      ],
      "fields": [
        "id",
        "choice",
        "mode",
        "cost",
        "risk",
        "weight",
        "seats",
        "noise",
        "crowdness",
        "convloc",
        "clientele",
        "chid",
        "african",
        "lifeExp",
        "dwage",
        "iwage",
        "educ",
        "fatalism",
        "gender",
        "age",
        "haveChildren",
        "swim"
      ],
      "rows": 5405,
      "table": true,
      "tojson": true
    },
    {
      "name": "Train",
      "title": "Stated Preferences for Train Traveling",
      "object": "Train",
      "class": [
        "data.frame"
      ],
      "fields": [
        "choiceid",
        "id",
        "choice",
        "price_A",
        "price_B",
        "time_A",
        "time_B",
        "change_A",
        "change_B",
        "comfort_A",
        "comfort_B"
      ],
      "rows": 2929,
      "table": true,
      "tojson": true
    }
  ],
  "_help": [
    {
      "page": "Car",
      "title": "Stated Preferences for Car Choice",
      "topics": [
        "Car"
      ]
    },
    {
      "page": "Catsup",
      "title": "Choice of Brand for Catsup",
      "topics": [
        "Catsup"
      ]
    },
    {
      "page": "cor.mlogit",
      "title": "Correlation structure of the random parameters",
      "topics": [
        "cor.mlogit",
        "cov.mlogit"
      ]
    },
    {
      "page": "Cracker",
      "title": "Choice of Brand for Crakers",
      "topics": [
        "Cracker"
      ]
    },
    {
      "page": "distribution",
      "title": "Functions used to describe the characteristics of estimated random parameters",
      "topics": [
        "distribution",
        "drpar",
        "drpar.mlogit",
        "drpar.rpar",
        "mean.mlogit",
        "mean.rpar",
        "med",
        "med.mlogit",
        "med.rpar",
        "prpar",
        "prpar.mlogit",
        "prpar.rpar",
        "qrpar",
        "qrpar.mlogit",
        "qrpar.rpar",
        "rg",
        "rg.mlogit",
        "rg.rpar",
        "stdev",
        "stdev.mlogit",
        "stdev.rpar"
      ]
    },
    {
      "page": "effects.mlogit",
      "title": "Marginal effects of the covariates",
      "topics": [
        "effects.mlogit"
      ]
    },
    {
      "page": "Electricity",
      "title": "Stated preference data for the choice of electricity suppliers",
      "topics": [
        "Electricity"
      ]
    },
    {
      "page": "Fishing",
      "title": "Choice of Fishing Mode",
      "topics": [
        "Fishing"
      ]
    },
    {
      "page": "Game",
      "title": "Ranked data for gaming platforms",
      "topics": [
        "Game",
        "Game2"
      ]
    },
    {
      "page": "has.intercept",
      "title": "Indicates whether the formula contains an intercept",
      "topics": [
        "has.intercept",
        "has.intercept.default",
        "has.intercept.Formula",
        "has.intercept.formula",
        "has.intercept.mlogit"
      ]
    },
    {
      "page": "HC",
      "title": "Heating and Cooling System Choice in Newly Built Houses in California",
      "topics": [
        "HC"
      ]
    },
    {
      "page": "Heating",
      "title": "Heating System Choice in California Houses",
      "topics": [
        "Heating"
      ]
    },
    {
      "page": "hmftest",
      "title": "Hausman-McFadden Test",
      "topics": [
        "hmftest",
        "hmftest.formula",
        "hmftest.mlogit"
      ]
    },
    {
      "page": "JapaneseFDI",
      "title": "Japanese Foreign Direct Investment in European Regions",
      "topics": [
        "JapaneseFDI"
      ]
    },
    {
      "page": "logsum",
      "title": "Compute the log-sum or inclusive value/utility",
      "topics": [
        "logsum"
      ]
    },
    {
      "page": "mlogit",
      "title": "Multinomial logit model",
      "topics": [
        "mlogit"
      ]
    },
    {
      "page": "mlogit-deprecated",
      "title": "Some deprecated functions, especially 'mlogit.data', 'index' and 'mFormula'",
      "topics": [
        "is.mFormula",
        "mFormula",
        "mFormula.default",
        "mFormula.formula",
        "mlogit-deprecated",
        "mlogit.data",
        "model.matrix.mFormula"
      ]
    },
    {
      "page": "mlogit.optim",
      "title": "Non-linear minimization routine",
      "topics": [
        "mlogit.optim",
        "print.est.stat"
      ]
    },
    {
      "page": "Mode",
      "title": "Mode Choice",
      "topics": [
        "Mode"
      ]
    },
    {
      "page": "ModeCanada",
      "title": "Mode Choice for the Montreal-Toronto Corridor",
      "topics": [
        "ModeCanada"
      ]
    },
    {
      "page": "model.matrix.dfidx_mlogit",
      "title": "Compute the model matrix for RUM",
      "topics": [
        "model.matrix.dfidx_mlogit"
      ]
    },
    {
      "page": "NOx",
      "title": "Technologies to reduce NOx emissions",
      "topics": [
        "NOx"
      ]
    },
    {
      "page": "plot.mlogit",
      "title": "Plot of the distribution of estimated random parameters",
      "topics": [
        "plot.mlogit",
        "plot.rpar"
      ]
    },
    {
      "page": "miscmethods.mlogit",
      "title": "Methods for mlogit objects",
      "topics": [
        "coef.mlogit",
        "coef.summary.mlogit",
        "df.residual.mlogit",
        "fitted.mlogit",
        "idx.mlogit",
        "idx_name.mlogit",
        "miscmethods.mlogit",
        "model.matrix.mlogit",
        "predict.mlogit",
        "print.mlogit",
        "print.summary.mlogit",
        "residuals.mlogit",
        "summary.mlogit",
        "terms.mlogit",
        "update.mlogit"
      ]
    },
    {
      "page": "RiskyTransport",
      "title": "Risky Transportation Choices",
      "topics": [
        "RiskyTransport"
      ]
    },
    {
      "page": "rpar",
      "title": "random parameter objects",
      "topics": [
        "print.rpar",
        "rpar",
        "summary.rpar"
      ]
    },
    {
      "page": "scoretest",
      "title": "The three tests for mlogit models",
      "topics": [
        "lrtest.mlogit",
        "scoretest",
        "scoretest.default",
        "scoretest.mlogit",
        "waldtest.mlogit"
      ]
    },
    {
      "page": "Train",
      "title": "Stated Preferences for Train Traveling",
      "topics": [
        "Train"
      ]
    },
    {
      "page": "vcov.mlogit",
      "title": "vcov method for mlogit objects",
      "topics": [
        "formula.mlogit",
        "print.summary.vcov.mlogit",
        "print.vcov.mlogit",
        "summary.vcov.mlogit",
        "vcov.mlogit"
      ]
    }
  ],
  "_rundeps": [
    "CompQuadForm",
    "dfidx",
    "Formula",
    "generics",
    "lattice",
    "lmtest",
    "Matrix",
    "micsr",
    "numDeriv",
    "rbibutils",
    "Rcpp",
    "Rdpack",
    "sandwich",
    "survival",
    "zoo"
  ],
  "_vignettes": [
    {
      "source": "c2.formula.data.qmd",
      "filename": "c2.formula.data.html",
      "title": "Data management, model description and testing ",
      "engine": "quarto::html",
      "headings": [],
      "created": "2024-09-01 15:57:01",
      "modified": "2026-06-02 06:13:58",
      "commits": 7
    },
    {
      "source": "c3.rum.qmd",
      "filename": "c3.rum.html",
      "title": "Random utility model and the multinomial logit model ",
      "engine": "quarto::html",
      "headings": [],
      "created": "2024-09-01 15:57:01",
      "modified": "2026-06-02 06:13:58",
      "commits": 6
    },
    {
      "source": "c4.relaxiid.qmd",
      "filename": "c4.relaxiid.html",
      "title": "Logit models relaxing the iid hypothesis ",
      "engine": "quarto::html",
      "headings": [],
      "created": "2024-09-01 15:57:01",
      "modified": "2026-06-02 06:13:58",
      "commits": 7
    },
    {
      "source": "c5.mxl.qmd",
      "filename": "c5.mxl.html",
      "title": "The random parameters (or mixed) logit model ",
      "engine": "quarto::html",
      "headings": [],
      "created": "2024-09-01 15:57:01",
      "modified": "2026-06-02 06:13:58",
      "commits": 6
    },
    {
      "source": "c6.mprobit.qmd",
      "filename": "c6.mprobit.html",
      "title": "The multinomial probit model ",
      "engine": "quarto::html",
      "headings": [],
      "created": "2024-09-01 15:57:01",
      "modified": "2026-01-26 17:27:56",
      "commits": 4
    },
    {
      "source": "c7.miscmodels.qmd",
      "filename": "c7.miscmodels.html",
      "title": "Miscellaneous models ",
      "engine": "quarto::html",
      "headings": [],
      "created": "2024-09-01 15:57:01",
      "modified": "2026-01-26 17:27:56",
      "commits": 4
    },
    {
      "source": "e1.mlogit.qmd",
      "filename": "e1.mlogit.html",
      "title": "Exercise 1: Multinomial logit model",
      "engine": "quarto::html",
      "headings": [],
      "created": "2024-09-01 15:57:01",
      "modified": "2026-01-26 17:27:56",
      "commits": 5
    },
    {
      "source": "e2.nlogit.qmd",
      "filename": "e2.nlogit.html",
      "title": "Exercise 2: Nested logit model",
      "engine": "quarto::html",
      "headings": [],
      "created": "2024-09-01 15:57:01",
      "modified": "2026-01-26 17:27:56",
      "commits": 4
    },
    {
      "source": "e3.mxlogit.qmd",
      "filename": "e3.mxlogit.html",
      "title": "Exercise 3: Mixed logit model",
      "engine": "quarto::html",
      "headings": [],
      "created": "2024-09-01 15:57:01",
      "modified": "2026-01-26 17:27:56",
      "commits": 4
    },
    {
      "source": "e4.mprobit.qmd",
      "filename": "e4.mprobit.html",
      "title": "Exercise 4: Multinomial probit",
      "engine": "quarto::html",
      "headings": [],
      "created": "2024-09-01 15:57:01",
      "modified": "2026-01-26 17:27:56",
      "commits": 5
    },
    {
      "source": "c1.mlogit.qmd",
      "filename": "c1.mlogit.html",
      "title": "mlogit",
      "engine": "quarto::html",
      "headings": [],
      "created": "2024-09-01 15:57:01",
      "modified": "2026-06-02 06:13:58",
      "commits": 5
    }
  ],
  "_score": 11.695202377376058,
  "_indexed": true,
  "_nocasepkg": "mlogit",
  "_universes": [
    "ycroissant"
  ],
  "_binaries": [
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "2.0-0",
      "date": "2026-06-02T11:30:01.000Z",
      "distro": "noble",
      "commit": "319d2db8c355c6e685ceee9c9f882799bf9c2f21",
      "fileid": "0d892a45d36d95b59d21306a1a0696f8ebc8730a5d666e61d09391708ff47fef",
      "status": "success",
      "check": "WARNING",
      "buildurl": "https://github.com/r-universe/ycroissant/actions/runs/26816429375"
    },
    {
      "r": "4.6.0",
      "os": "linux",
      "version": "2.0-0",
      "date": "2026-06-02T11:30:21.000Z",
      "distro": "noble",
      "commit": "319d2db8c355c6e685ceee9c9f882799bf9c2f21",
      "fileid": "f1871269438080dd9f99fe32b7b72f62df2a9ff1422fd985e07a8a33414ed5ff",
      "status": "success",
      "check": "WARNING",
      "buildurl": "https://github.com/r-universe/ycroissant/actions/runs/26816429375"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "2.0-0",
      "date": "2026-06-02T11:29:54.000Z",
      "commit": "319d2db8c355c6e685ceee9c9f882799bf9c2f21",
      "fileid": "1abdd8b1ab2d0bacf3a696339f0213c697d545e8d65a28f53b3d56d86968c23a",
      "status": "success",
      "check": "WARNING",
      "buildurl": "https://github.com/r-universe/ycroissant/actions/runs/26816429375"
    },
    {
      "r": "4.6.0",
      "os": "mac",
      "version": "2.0-0",
      "date": "2026-06-02T11:29:29.000Z",
      "commit": "319d2db8c355c6e685ceee9c9f882799bf9c2f21",
      "fileid": "7ec69e87c00fa0b69ae60f5e36a7d9333712beee853daa5e246d509cc659900e",
      "status": "success",
      "check": "WARNING",
      "buildurl": "https://github.com/r-universe/ycroissant/actions/runs/26816429375"
    },
    {
      "r": "4.6.0",
      "os": "wasm",
      "version": "2.0-0",
      "date": "2026-06-02T11:29:53.000Z",
      "commit": "319d2db8c355c6e685ceee9c9f882799bf9c2f21",
      "fileid": "ee039bb271350dd078ff9c872e54a507826436480b800b8f16da2aafb8b3d4ea",
      "status": "success",
      "buildurl": "https://github.com/r-universe/ycroissant/actions/runs/26816429375"
    },
    {
      "r": "4.7.0",
      "os": "win",
      "version": "2.0-0",
      "date": "2026-06-02T11:31:11.000Z",
      "commit": "319d2db8c355c6e685ceee9c9f882799bf9c2f21",
      "fileid": "c8894b7d539d0ce442ad78be0a4368d0a56338200da95437d1206cdd056958fc",
      "status": "success",
      "check": "WARNING",
      "buildurl": "https://github.com/r-universe/ycroissant/actions/runs/26816429375"
    },
    {
      "r": "4.5.3",
      "os": "win",
      "version": "2.0-0",
      "date": "2026-06-02T11:30:30.000Z",
      "commit": "319d2db8c355c6e685ceee9c9f882799bf9c2f21",
      "fileid": "69366d4bf8ca8ca5466eabc6338836552a626bc5367dba9683b3cca91e7e3926",
      "status": "success",
      "check": "WARNING",
      "buildurl": "https://github.com/r-universe/ycroissant/actions/runs/26816429375"
    },
    {
      "r": "4.6.0",
      "os": "win",
      "version": "2.0-0",
      "date": "2026-06-02T11:29:46.000Z",
      "commit": "319d2db8c355c6e685ceee9c9f882799bf9c2f21",
      "fileid": "0489898f6349909d021527387fa374b40607ae03b76027793b8776cef3c412a8",
      "status": "success",
      "check": "WARNING",
      "buildurl": "https://github.com/r-universe/ycroissant/actions/runs/26816429375"
    }
  ]
}