{
  "_id": "6a140e86acfb0bcc41d3b0b6",
  "Package": "CUB",
  "Title": "A Class of Mixture Models for Ordinal Data",
  "Version": "1.1.5",
  "Authors@R": "c(person(\"Maria\", \"Iannario\", role = \"aut\", email =\"maria.iannario@unina.it\"), person(\"Domenico\", \"Piccolo\", role = \"aut\", email = \"domenico.piccolo@unina.it\"), person(\"Rosaria\", \"Simone\", role = c(\"aut\",\"cre\"), email = \"rosaria.simone@unina.it\"))",
  "Description": "For ordinal rating data, estimate and test models within\nthe family of CUB models and their extensions (where CUB stands\nfor Combination of a discrete Uniform and a shifted Binomial\ndistributions); Simulation routines, plotting facilities and\nfitting measures are also provided.",
  "License": "GPL-2 | GPL-3",
  "Encoding": "UTF-8",
  "LazyData": "true",
  "RoxygenNote": "7.3.1",
  "NeedsCompilation": "no",
  "VignetteBuilder": "knitr",
  "Packaged": {
    "Date": "2026-05-25 08:52:57 UTC",
    "User": "root"
  },
  "Author": "Maria Iannario [aut], Domenico Piccolo [aut], Rosaria Simone\n[aut, cre]",
  "Maintainer": "Rosaria Simone <rosaria.simone@unina.it>",
  "Repository": "https://cran.r-universe.dev",
  "Date/Publication": "2024-02-24 02:27:15 UTC",
  "RemoteUrl": "https://github.com/cran/CUB",
  "RemoteRef": "HEAD",
  "RemoteSha": "9fbe20783e6d0dca04ef4392e0f0fe53ce3e56ef",
  "MD5sum": "92640e814585e6bdf8d24abde5066c28",
  "_user": "cran",
  "_type": "src",
  "_file": "CUB_1.1.5.tar.gz",
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  "_filesize": 1109284,
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  "_created": "2026-05-25T08:52:57.000Z",
  "_published": "2026-05-25T08:55:33.993Z",
  "_distro": "noble",
  "_jobs": [
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  "_commit": {
    "id": "9fbe20783e6d0dca04ef4392e0f0fe53ce3e56ef",
    "author": "Rosaria Simone <rosaria.simone@unina.it>",
    "committer": "cran-robot <csardi.gabor+cran@gmail.com>",
    "message": "version 1.1.5\n",
    "time": 1708741635
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  "_maintainer": {
    "name": "Rosaria Simone",
    "email": "rosaria.simone@unina.it"
  },
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  "_dependencies": [
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      "package": "R",
      "version": ">= 2.15.2",
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    },
    {
      "package": "Formula",
      "role": "Depends"
    },
    {
      "package": "methods",
      "role": "Imports"
    },
    {
      "package": "knitr",
      "role": "Suggests"
    },
    {
      "package": "digest",
      "role": "Suggests"
    }
  ],
  "_owner": "cran",
  "_selfowned": false,
  "_usedby": 1,
  "_updates": [],
  "_tags": [],
  "_stars": 0,
  "_userbio": {
    "uuid": 6899542,
    "type": "organization",
    "name": "cran",
    "description": "Unofficial read-only mirror of all CRAN R packages"
  },
  "_downloads": {
    "count": 254,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/CUB"
  },
  "_mentions": 18,
  "_searchresults": 80,
  "_rbuild": "4.6.0",
  "_assets": [
    "extra/citation.cff",
    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
    "extra/CUB.html",
    "manual.pdf"
  ],
  "_realowner": "cran",
  "_cranurl": false,
  "_releases": [
    {
      "version": "0.0",
      "date": "2015-11-07"
    },
    {
      "version": "0.1",
      "date": "2016-06-07"
    },
    {
      "version": "1.0",
      "date": "2016-12-23"
    },
    {
      "version": "1.1",
      "date": "2017-10-11"
    },
    {
      "version": "1.1.1",
      "date": "2017-10-11"
    },
    {
      "version": "1.1.2",
      "date": "2018-02-08"
    },
    {
      "version": "1.1.3",
      "date": "2018-11-27"
    },
    {
      "version": "1.1.4",
      "date": "2020-03-31"
    },
    {
      "version": "1.1.5",
      "date": "2024-02-23"
    }
  ],
  "_exports": [
    "betabinomial",
    "betabinomialcsi",
    "betar",
    "bitcsi",
    "bitgama",
    "chi2cub",
    "cormat",
    "cubevisual",
    "cubshevisual",
    "cubvisual",
    "deltaprob",
    "dissim",
    "ellecub",
    "expcub00",
    "expcube",
    "GEM",
    "gini",
    "inibest",
    "inibestcube",
    "inibestcubecov",
    "inibestcubecsi",
    "inibestgama",
    "inigrid",
    "iniihg",
    "laakso",
    "logis",
    "loglikCUB",
    "loglikCUBE",
    "loglikcuben",
    "loglikCUSH",
    "loglikIHG",
    "logscore",
    "makeplot",
    "multicub",
    "multicube",
    "plotloglikihg",
    "probbit",
    "probcub00",
    "probcub0q",
    "probcube",
    "probcubp0",
    "probcubpq",
    "probcubshe1",
    "probcubshe2",
    "probcubshe3",
    "probcush",
    "probgecub",
    "probihg",
    "probihgcovn",
    "simcub",
    "simcube",
    "simcubshe",
    "simcush",
    "simihg",
    "varcovcub00",
    "varcovcub0q",
    "varcub00",
    "varcube",
    "varmatCUB",
    "varmatCUBE"
  ],
  "_datasets": [
    {
      "name": "relgoods",
      "title": "Relational goods and Leisure time dataset",
      "object": "relgoods",
      "class": [
        "data.frame"
      ],
      "fields": [
        "ID",
        "Gender",
        "BirthMonth",
        "BirthYear",
        "Family",
        "year.12",
        "EducationDegree",
        "MaritalStatus",
        "residence",
        "glasses",
        "RightHand",
        "Smoking",
        "WalkAlone",
        "job",
        "PlaySport",
        "pets",
        "WalkOut",
        "Parents",
        "MeetRelatives",
        "Association",
        "RelFriends",
        "RelNeighbours",
        "NeedHelp",
        "Environment",
        "Safety",
        "EndofMonth",
        "Happiness",
        "MeetFriend",
        "Physician",
        "Videogames",
        "Reading",
        "Cinema",
        "Drawing",
        "Shopping",
        "Writing",
        "Bicycle",
        "Tv",
        "StayWFriend",
        "Groups",
        "Walking",
        "HandWork",
        "Internet",
        "Sport",
        "SocialNetwork",
        "Gym",
        "Quiz",
        "MusicInstr",
        "GoAroundCar",
        "Dog",
        "GoOutEat"
      ],
      "rows": 2459,
      "table": true,
      "tojson": true
    },
    {
      "name": "univer",
      "title": "Evaluation of the Orientation Services 2002",
      "object": "univer",
      "class": [
        "data.frame"
      ],
      "fields": [
        "faculty",
        "freqserv",
        "age",
        "gender",
        "diploma",
        "residenc",
        "changefa",
        "informat",
        "willingn",
        "officeho",
        "compete",
        "global"
      ],
      "rows": 2179,
      "table": true,
      "tojson": true
    }
  ],
  "_help": [
    {
      "page": "betabinomial",
      "title": "Beta-Binomial probabilities of ordinal responses, with feeling and overdispersion parameters for each observation",
      "topics": [
        "betabinomial"
      ]
    },
    {
      "page": "betabinomialcsi",
      "title": "Beta-Binomial probabilities of ordinal responses, given feeling parameter for each observation",
      "topics": [
        "betabinomialcsi"
      ]
    },
    {
      "page": "betar",
      "title": "Beta-Binomial distribution",
      "topics": [
        "betar"
      ]
    },
    {
      "page": "BIC.GEM",
      "title": "S3 BIC method for class \"GEM\"",
      "topics": [
        "BIC.GEM"
      ]
    },
    {
      "page": "bitcsi",
      "title": "Shifted Binomial probabilities of ordinal responses",
      "topics": [
        "bitcsi"
      ]
    },
    {
      "page": "bitgama",
      "title": "Shifted Binomial distribution with covariates",
      "topics": [
        "bitgama"
      ]
    },
    {
      "page": "chi2cub",
      "title": "Pearson X^2 statistic",
      "topics": [
        "chi2cub"
      ]
    },
    {
      "page": "coef.GEM",
      "title": "S3 Method: coef for class \"GEM\"",
      "topics": [
        "coef.GEM"
      ]
    },
    {
      "page": "cormat",
      "title": "Correlation matrix for estimated model",
      "topics": [
        "cormat"
      ]
    },
    {
      "page": "CUB_package",
      "title": "CUB package",
      "topics": [
        "CUB_package"
      ]
    },
    {
      "page": "cubevisual",
      "title": "Plot an estimated CUBE model",
      "topics": [
        "cubevisual"
      ]
    },
    {
      "page": "cubshevisual",
      "title": "Plot an estimated CUB model with shelter",
      "topics": [
        "cubshevisual"
      ]
    },
    {
      "page": "cubvisual",
      "title": "Plot an estimated CUB model",
      "topics": [
        "cubvisual"
      ]
    },
    {
      "page": "deltaprob",
      "title": "Mean difference of a discrete random variable",
      "topics": [
        "deltaprob"
      ]
    },
    {
      "page": "dissim",
      "title": "Normalized dissimilarity measure",
      "topics": [
        "dissim"
      ]
    },
    {
      "page": "ellecub",
      "title": "Log-likelihood function of a CUB model without covariates",
      "topics": [
        "ellecub"
      ]
    },
    {
      "page": "expcub00",
      "title": "Expectation of CUB distributions",
      "topics": [
        "expcub00"
      ]
    },
    {
      "page": "expcube",
      "title": "Expectation of CUBE models",
      "topics": [
        "expcube"
      ]
    },
    {
      "page": "fitted.GEM",
      "title": "S3 method \"fitted\" for class \"GEM\"",
      "topics": [
        "fitted.GEM"
      ]
    },
    {
      "page": "GEM",
      "title": "Main function for GEM models",
      "topics": [
        "GEM"
      ]
    },
    {
      "page": "gini",
      "title": "Normalized Gini heterogeneity index",
      "topics": [
        "gini"
      ]
    },
    {
      "page": "inibest",
      "title": "Preliminary estimators for CUB models without covariates",
      "topics": [
        "inibest"
      ]
    },
    {
      "page": "inibestcube",
      "title": "Naive estimates for CUBE models without covariates",
      "topics": [
        "inibestcube"
      ]
    },
    {
      "page": "inibestcubecov",
      "title": "Preliminary parameter estimates for CUBE models with covariates",
      "topics": [
        "inibestcubecov"
      ]
    },
    {
      "page": "inibestcubecsi",
      "title": "Preliminary estimates of parameters for CUBE models with covariates only for feeling",
      "topics": [
        "inibestcubecsi"
      ]
    },
    {
      "page": "inibestgama",
      "title": "Preliminary parameter estimates of a CUB model with covariates for feeling",
      "topics": [
        "inibestgama"
      ]
    },
    {
      "page": "inigrid",
      "title": "Grid-based preliminary parameter estimates for CUB models",
      "topics": [
        "inigrid"
      ]
    },
    {
      "page": "iniihg",
      "title": "Moment estimate for the preference parameter of the IHG distribution",
      "topics": [
        "iniihg"
      ]
    },
    {
      "page": "laakso",
      "title": "Normalized Laakso and Taagepera heterogeneity index",
      "topics": [
        "laakso"
      ]
    },
    {
      "page": "logis",
      "title": "The logistic transform",
      "topics": [
        "logis"
      ]
    },
    {
      "page": "logLik.GEM",
      "title": "logLik S3 Method for class \"GEM\"",
      "topics": [
        "logLik.GEM"
      ]
    },
    {
      "page": "loglikCUB",
      "title": "Log-likelihood function for CUB models",
      "topics": [
        "loglikCUB"
      ]
    },
    {
      "page": "loglikcube",
      "title": "Log-likelihood function for CUBE models",
      "topics": [
        "loglikCUBE"
      ]
    },
    {
      "page": "loglikCUSH",
      "title": "Log-likelihood function for CUSH models",
      "topics": [
        "loglikCUSH"
      ]
    },
    {
      "page": "loglikihg",
      "title": "Log-likelihood function for IHG models",
      "topics": [
        "loglikIHG"
      ]
    },
    {
      "page": "logscore",
      "title": "Logarithmic score",
      "topics": [
        "logscore"
      ]
    },
    {
      "page": "makeplot",
      "title": "Plot facilities for GEM objects",
      "topics": [
        "makeplot"
      ]
    },
    {
      "page": "multicub",
      "title": "Joint plot of estimated CUB models in the parameter space",
      "topics": [
        "multicub"
      ]
    },
    {
      "page": "multicube",
      "title": "Joint plot of estimated CUBE models in the parameter space",
      "topics": [
        "multicube"
      ]
    },
    {
      "page": "plotloglikihg",
      "title": "Plot of the log-likelihood function of the IHG distribution",
      "topics": [
        "plotloglikihg"
      ]
    },
    {
      "page": "print.GEM",
      "title": "S3 method: print for class \"GEM\"",
      "topics": [
        "print.GEM"
      ]
    },
    {
      "page": "probbit",
      "title": "Probability distribution of a shifted Binomial random variable",
      "topics": [
        "probbit"
      ]
    },
    {
      "page": "probcub00",
      "title": "Probability distribution of a CUB model without covariates",
      "topics": [
        "probcub00"
      ]
    },
    {
      "page": "probcub0q",
      "title": "Probability distribution of a CUB model with covariates for the feeling component",
      "topics": [
        "probcub0q"
      ]
    },
    {
      "page": "probcube",
      "title": "Probability distribution of a CUBE model without covariates",
      "topics": [
        "probcube"
      ]
    },
    {
      "page": "probcubp0",
      "title": "Probability distribution of a CUB model with covariates for the uncertainty component",
      "topics": [
        "probcubp0"
      ]
    },
    {
      "page": "probcubpq",
      "title": "Probability distribution of a CUB model with covariates for both feeling and uncertainty",
      "topics": [
        "probcubpq"
      ]
    },
    {
      "page": "probcubshe1",
      "title": "probcubshe1",
      "topics": [
        "probcubshe1"
      ]
    },
    {
      "page": "probcubshe2",
      "title": "probcubshe2",
      "topics": [
        "probcubshe2"
      ]
    },
    {
      "page": "probcubshe3",
      "title": "probcubshe3",
      "topics": [
        "probcubshe3"
      ]
    },
    {
      "page": "probcush",
      "title": "Probability distribution of a CUSH model",
      "topics": [
        "probcush"
      ]
    },
    {
      "page": "probgecub",
      "title": "Probability distribution of a GeCUB model",
      "topics": [
        "probgecub"
      ]
    },
    {
      "page": "probihg",
      "title": "Probability distribution of an IHG model",
      "topics": [
        "probihg"
      ]
    },
    {
      "page": "probihgcovn",
      "title": "Probability distribution of an IHG model with covariates",
      "topics": [
        "probihgcovn"
      ]
    },
    {
      "page": "relgoods",
      "title": "Relational goods and Leisure time dataset",
      "topics": [
        "relgoods"
      ]
    },
    {
      "page": "simcub",
      "title": "Simulation routine for CUB models",
      "topics": [
        "simcub"
      ]
    },
    {
      "page": "simcube",
      "title": "Simulation routine for CUBE models",
      "topics": [
        "simcube"
      ]
    },
    {
      "page": "simcubshe",
      "title": "Simulation routine for CUB models with shelter effect",
      "topics": [
        "simcubshe"
      ]
    },
    {
      "page": "simcush",
      "title": "Simulation routine for CUSH models",
      "topics": [
        "simcush"
      ]
    },
    {
      "page": "simihg",
      "title": "Simulation routine for IHG models",
      "topics": [
        "simihg"
      ]
    },
    {
      "page": "summary.GEM",
      "title": "S3 method: summary for class \"GEM\"",
      "topics": [
        "summary.GEM"
      ]
    },
    {
      "page": "univer",
      "title": "Evaluation of the Orientation Services 2002",
      "topics": [
        "univer"
      ]
    },
    {
      "page": "varcub00",
      "title": "Variance of CUB models without covariates",
      "topics": [
        "varcub00"
      ]
    },
    {
      "page": "varcube",
      "title": "Variance of CUBE models without covariates",
      "topics": [
        "varcube"
      ]
    },
    {
      "page": "varmatCUB",
      "title": "Variance-covariance matrix for CUB models",
      "topics": [
        "varmatCUB"
      ]
    },
    {
      "page": "varmatCUBE",
      "title": "Variance-covariance matrix for CUBE models",
      "topics": [
        "varmatCUBE"
      ]
    },
    {
      "page": "vcov.GEM",
      "title": "S3 method vcov() for class \"GEM\"",
      "topics": [
        "vcov.GEM"
      ]
    }
  ],
  "_rundeps": [
    "Formula"
  ],
  "_vignettes": [
    {
      "source": "CUBvignette-knitr.Rnw",
      "filename": "CUBvignette-knitr.pdf",
      "title": "Analysis of rating data with CUB models",
      "engine": "knitr::knitr",
      "headings": [],
      "created": "2017-10-11 13:07:30",
      "modified": "2018-11-27 08:20:06",
      "commits": 4
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  "_score": 4.380211241711606,
  "_indexed": true,
  "_nocasepkg": "cub",
  "_universes": [
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