{
  "_id": "6ace08a3a14063b82c3aec15",
  "Package": "glm.predict",
  "Type": "Package",
  "Title": "Predicted Values and Discrete Changes for Regression Models",
  "Version": "4.3-2",
  "Date": "2025-11-07",
  "Authors@R": "person(given = c(\"Benjamin\", \"E.\"),\nfamily = \"Schlegel\",\nrole = c(\"aut\", \"cre\"),\nemail = \"kontakt@benjaminschlegel.ch\",\ncomment = c(ORCID = \"0000-0002-5789-8996\")\n)",
  "Maintainer": "Benjamin E. Schlegel <kontakt@benjaminschlegel.ch>",
  "Description": "Functions to calculate predicted values and the difference\nbetween the two cases with confidence interval for lm() [linear\nmodel], glm() [generalized linear model], glm.nb() [negative\nbinomial model], polr() [ordinal logistic model], vglm()\n[generalized ordinal logistic model], multinom() [multinomial\nmodel], tobit() [tobit model], svyglm() [survey-weighted\ngeneralised linear models] and lmer() [linear multilevel\nmodels] using Monte Carlo simulations or bootstrap. Reference:\nBennet A. Zelner (2009) <doi:10.1002/smj.783>.",
  "License": "GPL (>=2)",
  "LazyData": "true",
  "URL": "https://github.com/benjaminschlegel/glm.predict/",
  "Language": "en-US",
  "VignetteBuilder": "knitr",
  "Config/pak/sysreqs": "cmake make libicu-dev",
  "Repository": "https://benjaminschlegel.r-universe.dev",
  "Date/Publication": "2026-04-14 08:06:54 UTC",
  "RemoteUrl": "https://github.com/benjaminschlegel/glm.predict",
  "RemoteRef": "HEAD",
  "RemoteSha": "0c40998ae235d982d49bc61754db6bb341ba5f52",
  "NeedsCompilation": "no",
  "Packaged": {
    "Date": "2026-10-13 10:27:33 UTC",
    "User": "root"
  },
  "Author": "Benjamin E. Schlegel [aut, cre] (ORCID:\n<https://orcid.org/0000-0002-5789-8996>)",
  "_user": "benjaminschlegel",
  "_type": "src",
  "_file": "glm.predict_4.3-2.tar.gz",
  "_fileid": "https://r2.ropensci.org/1c3b10fccb6345dc017d76d9ac5f752e0bf70d8b38100c3e2bdf2537c455253f",
  "_filesize": 400716,
  "_sha256": "1c3b10fccb6345dc017d76d9ac5f752e0bf70d8b38100c3e2bdf2537c455253f",
  "_expires": "2027-01-21T10:32:01.000Z",
  "_created": "2026-10-13T10:27:33.000Z",
  "_published": "2026-10-13T10:32:03.159Z",
  "_buildurl": "https://github.com/r-universe/benjaminschlegel/actions/runs/38382983771",
  "_status": "success",
  "_host": "GitHub-Actions",
  "_jobs": [
    {
      "job": 115249547109,
      "time": 197,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "11804925203"
    },
    {
      "job": 115249547247,
      "time": 195,
      "config": "linux-release-x86_64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "11803709605"
    },
    {
      "job": 115249547143,
      "time": 198,
      "config": "macos-oldrel-arm64",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "11804437871"
    },
    {
      "job": 115249547419,
      "time": 220,
      "config": "macos-release-arm64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "11804073605"
    },
    {
      "job": 115247865898,
      "time": 264,
      "config": "source",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "11804247631"
    },
    {
      "job": 115249547185,
      "time": 132,
      "config": "wasm-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "11804757111"
    },
    {
      "job": 115249547287,
      "time": 139,
      "config": "windows-devel-x86_64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "11803889015"
    },
    {
      "job": 115249547113,
      "time": 120,
      "config": "windows-oldrel-x86_64",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "11804302749"
    },
    {
      "job": 115249547280,
      "time": 128,
      "config": "windows-release-x86_64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "11803899488"
    }
  ],
  "_upstream": "https://github.com/benjaminschlegel/glm.predict",
  "_commit": {
    "id": "0c40998ae235d982d49bc61754db6bb341ba5f52",
    "author": "Benjamin E. Schlegel <kontakt@benjaminschlegel.ch>",
    "committer": "Benjamin E. Schlegel <kontakt@benjaminschlegel.ch>",
    "message": "multinom optimized\n",
    "time": 1776154014
  },
  "_maintainer": {
    "name": "Benjamin E. Schlegel",
    "email": "kontakt@benjaminschlegel.ch",
    "login": "benjaminschlegel",
    "description": "Postdoctorand in Political Science @ University of Zurich\nPhD in Political Science @ University of Zurich",
    "uuid": 11708492,
    "orcid": "0000-0002-5789-8996"
  },
  "_distro": "resolute",
  "_registered": true,
  "_dependencies": [
    {
      "package": "R",
      "version": ">= 4.1.0",
      "role": "Depends"
    },
    {
      "package": "stats",
      "role": "Depends"
    },
    {
      "package": "nnet",
      "role": "Imports"
    },
    {
      "package": "AER",
      "role": "Imports"
    },
    {
      "package": "survival",
      "role": "Imports"
    },
    {
      "package": "MASS",
      "role": "Imports"
    },
    {
      "package": "parallel",
      "role": "Imports"
    },
    {
      "package": "mlogit",
      "role": "Imports"
    },
    {
      "package": "dfidx",
      "role": "Imports"
    },
    {
      "package": "survey",
      "role": "Imports"
    },
    {
      "package": "lme4",
      "role": "Imports"
    },
    {
      "package": "VGAM",
      "role": "Imports"
    },
    {
      "package": "ggplot2",
      "role": "Suggests"
    },
    {
      "package": "devtools",
      "role": "Suggests"
    },
    {
      "package": "knitr",
      "role": "Suggests"
    },
    {
      "package": "rmarkdown",
      "role": "Suggests"
    }
  ],
  "_owner": "benjaminschlegel",
  "_selfowned": true,
  "_usedby": 0,
  "_updates": [
    {
      "week": "2025-45",
      "n": 2
    },
    {
      "week": "2026-16",
      "n": 2
    }
  ],
  "_tags": [],
  "_stars": 1,
  "_contributors": [
    {
      "user": "benjaminschlegel",
      "count": 165,
      "uuid": 11708492
    }
  ],
  "_userbio": {
    "uuid": 11708492,
    "type": "user",
    "name": "Benjamin E. Schlegel",
    "followers": 13,
    "description": "Postdoctorand in Political Science @ University of Zurich\r\nPhD in Political Science @ University of Zurich"
  },
  "_downloads": {
    "count": 625,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/glm.predict"
  },
  "_devurl": "https://github.com/benjaminschlegel/glm.predict",
  "_searchresults": 51,
  "_rbuild": "4.6.1",
  "_assets": [
    "extra/citation.cff",
    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
    "extra/glm.predict.html",
    "extra/manual.pdf",
    "extra/NEWS.html",
    "extra/NEWS.txt",
    "extra/readme.html",
    "extra/readme.md"
  ],
  "_homeurl": "https://github.com/benjaminschlegel/glm.predict",
  "_realowner": "benjaminschlegel",
  "_cranurl": true,
  "_releases": [
    {
      "version": "2.3-0",
      "date": "2016-10-07"
    },
    {
      "version": "2.4-0",
      "date": "2016-11-17"
    },
    {
      "version": "2.5-0",
      "date": "2017-05-16"
    },
    {
      "version": "2.5-1",
      "date": "2017-05-23"
    },
    {
      "version": "3.0-0",
      "date": "2017-12-06"
    },
    {
      "version": "3.0-1",
      "date": "2018-05-03"
    },
    {
      "version": "3.1-0",
      "date": "2019-09-05"
    },
    {
      "version": "4.0-0",
      "date": "2020-11-17"
    },
    {
      "version": "4.1-0",
      "date": "2021-08-16"
    },
    {
      "version": "4.2-0",
      "date": "2022-12-02"
    },
    {
      "version": "4.3-0",
      "date": "2024-01-15"
    },
    {
      "version": "4.3-2",
      "date": "2025-11-07"
    }
  ],
  "_exports": [
    "basepredict",
    "basepredict.glm",
    "basepredict.lm",
    "basepredict.lmerMod",
    "basepredict.mlogit",
    "basepredict.multinom",
    "basepredict.polr",
    "basepredict.tobit",
    "basepredict.vglm",
    "dc",
    "dc.glm",
    "dc.lm",
    "dc.lmerMod",
    "dc.mlogit",
    "dc.multinom",
    "dc.polr",
    "dc.tobit",
    "dc.vglm",
    "predicts"
  ],
  "_datasets": [
    {
      "name": "selects2015",
      "title": "Swiss Electoral Studies (Selects) 2015 - Post-electoral study",
      "object": "selects2015",
      "class": [
        "data.frame"
      ],
      "fields": [
        "gender",
        "age",
        "canton",
        "education",
        "participation",
        "vote_choice",
        "political_interest",
        "lr_self",
        "knowscale",
        "lr_FDP",
        "lr_CVP",
        "lr_SP",
        "lr_SVP",
        "lr_GPS",
        "lr_GLP",
        "lr_BDP",
        "opinion_social_expenses",
        "opinion_eu_membership",
        "opinion_foreigners_swiss_equal",
        "opinion_environment_economy",
        "opinion_nuclear_energy",
        "opinion_high_income_taxes",
        "weight_total"
      ],
      "rows": 5337,
      "table": true,
      "tojson": true
    }
  ],
  "_help": [
    {
      "page": "glm.predict-package",
      "title": "Predicted Values and Discrete Changes for GLM",
      "topics": [
        "glm.predict-package",
        "glm.predict"
      ]
    },
    {
      "page": "basepredict",
      "title": "predicted value",
      "topics": [
        "basepredict"
      ]
    },
    {
      "page": "basepredict.glm",
      "title": "predicted value",
      "topics": [
        "basepredict.glm"
      ]
    },
    {
      "page": "basepredict.lm",
      "title": "predicted value",
      "topics": [
        "basepredict.lm"
      ]
    },
    {
      "page": "basepredict.lmerMod",
      "title": "predicted value",
      "topics": [
        "basepredict.lmerMod"
      ]
    },
    {
      "page": "basepredict.mlogit",
      "title": "predicted value",
      "topics": [
        "basepredict.mlogit"
      ]
    },
    {
      "page": "basepredict.multinom",
      "title": "predicted value",
      "topics": [
        "basepredict.multinom"
      ]
    },
    {
      "page": "basepredict.polr",
      "title": "predicted value",
      "topics": [
        "basepredict.polr"
      ]
    },
    {
      "page": "basepredict.tobit",
      "title": "predicted value",
      "topics": [
        "basepredict.tobit"
      ]
    },
    {
      "page": "basepredict.vglm",
      "title": "predicted value",
      "topics": [
        "basepredict.vglm"
      ]
    },
    {
      "page": "dc",
      "title": "predicted values and discrete change",
      "topics": [
        "dc"
      ]
    },
    {
      "page": "dc.glm",
      "title": "predicted values and discrete change",
      "topics": [
        "dc.glm"
      ]
    },
    {
      "page": "dc.lm",
      "title": "predicted values and discrete change",
      "topics": [
        "dc.lm"
      ]
    },
    {
      "page": "dc.lmerMod",
      "title": "predicted values and discrete change",
      "topics": [
        "dc.lmerMod"
      ]
    },
    {
      "page": "dc.mlogit",
      "title": "predicted values and discrete change",
      "topics": [
        "dc.mlogit"
      ]
    },
    {
      "page": "dc.multinom",
      "title": "predicted values and discrete change",
      "topics": [
        "dc.multinom"
      ]
    },
    {
      "page": "dc.polr",
      "title": "predicted values and discrete change",
      "topics": [
        "dc.polr"
      ]
    },
    {
      "page": "dc.tobit",
      "title": "predicted values and discrete change",
      "topics": [
        "dc.tobit"
      ]
    },
    {
      "page": "dc.vglm",
      "title": "predicted values and discrete change",
      "topics": [
        "dc.vglm"
      ]
    },
    {
      "page": "predicts",
      "title": "predicted values and discrete change",
      "topics": [
        "predicts"
      ]
    },
    {
      "page": "selects2015",
      "title": "Swiss Electoral Studies (Selects) 2015 - Post-electoral study",
      "topics": [
        "selects2015"
      ]
    }
  ],
  "_readme": "https://github.com/benjaminschlegel/glm.predict/raw/HEAD/README.md",
  "_rundeps": [
    "abind",
    "AER",
    "backports",
    "boot",
    "broom",
    "car",
    "carData",
    "cli",
    "colorspace",
    "CompQuadForm",
    "cowplot",
    "cpp11",
    "DBI",
    "Deriv",
    "dfidx",
    "doBy",
    "dplyr",
    "farver",
    "forecast",
    "Formula",
    "fracdiff",
    "generics",
    "ggplot2",
    "glue",
    "gtable",
    "isoband",
    "labeling",
    "lattice",
    "lifecycle",
    "lme4",
    "lmtest",
    "magrittr",
    "MASS",
    "Matrix",
    "MatrixModels",
    "mgcv",
    "micsr",
    "minqa",
    "mitools",
    "mlogit",
    "modelr",
    "nlme",
    "nloptr",
    "nnet",
    "numDeriv",
    "pbkrtest",
    "pillar",
    "pkgconfig",
    "purrr",
    "quantreg",
    "R6",
    "rbibutils",
    "RColorBrewer",
    "Rcpp",
    "RcppArmadillo",
    "RcppEigen",
    "Rdpack",
    "reformulas",
    "rlang",
    "S7",
    "sandwich",
    "scales",
    "SparseM",
    "stringi",
    "stringr",
    "survey",
    "survival",
    "tibble",
    "tidyr",
    "tidyselect",
    "timeDate",
    "urca",
    "utf8",
    "vctrs",
    "VGAM",
    "viridisLite",
    "withr",
    "zoo"
  ],
  "_vignettes": [
    {
      "source": "glm.predict.Rmd",
      "filename": "glm.predict.html",
      "title": "Introduction to glm.predict",
      "engine": "knitr::rmarkdown",
      "headings": [
        "Simulation and Bootstrap explained",
        "Simulation",
        "Bootstrap",
        "Discrete Changes",
        "Using the package",
        "Example"
      ],
      "created": "2024-01-15 13:30:19",
      "modified": "2024-01-15 13:30:19",
      "commits": 1
    }
  ],
  "_score": 4.707570176097937,
  "_indexed": true,
  "_nocasepkg": "glm.predict",
  "_universes": [
    "benjaminschlegel"
  ],
  "_binaries": [
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "4.3-2",
      "date": "2026-10-13T10:30:15.000Z",
      "distro": "resolute",
      "commit": "0c40998ae235d982d49bc61754db6bb341ba5f52",
      "fileid": "https://r2.ropensci.org/37eaea7f4ad79b36a4fb31b2fbb4b601b1d2b5a0e8d39a8c90426c6f11addd51",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/benjaminschlegel/actions/runs/38382983771"
    },
    {
      "r": "4.6.1",
      "os": "linux",
      "version": "4.3-2",
      "date": "2026-10-13T10:30:01.000Z",
      "distro": "resolute",
      "commit": "0c40998ae235d982d49bc61754db6bb341ba5f52",
      "fileid": "https://r2.ropensci.org/949b650b63c257fcdb21e4519bece12e1e6bb54c504b1fbecb69d97e4aa1da89",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/benjaminschlegel/actions/runs/38382983771"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "4.3-2",
      "date": "2026-10-13T10:30:08.000Z",
      "commit": "0c40998ae235d982d49bc61754db6bb341ba5f52",
      "fileid": "https://r2.ropensci.org/da7bfbb592acb33450ec846c1cfd078a699b57bacf59305743ac1cc3dc8819b4",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/benjaminschlegel/actions/runs/38382983771"
    },
    {
      "r": "4.6.1",
      "os": "mac",
      "version": "4.3-2",
      "date": "2026-10-13T10:30:06.000Z",
      "commit": "0c40998ae235d982d49bc61754db6bb341ba5f52",
      "fileid": "https://r2.ropensci.org/874d05958eae26e04d0bcf184e45cb0089aba082e6e99549e2c1cc00b48d80eb",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/benjaminschlegel/actions/runs/38382983771"
    },
    {
      "r": "4.6.0",
      "os": "wasm",
      "version": "4.3-2",
      "date": "2026-10-13T10:30:01.000Z",
      "commit": "0c40998ae235d982d49bc61754db6bb341ba5f52",
      "fileid": "https://r2.ropensci.org/ec43ce838ff85bd7bda84296d44322d9fb4b654d7f0f3a734389e195aa492397",
      "status": "success",
      "buildurl": "https://github.com/r-universe/benjaminschlegel/actions/runs/38382983771"
    },
    {
      "r": "4.7.0",
      "os": "win",
      "version": "4.3-2",
      "date": "2026-10-13T10:29:02.000Z",
      "commit": "0c40998ae235d982d49bc61754db6bb341ba5f52",
      "fileid": "https://r2.ropensci.org/ed84d4bfbe9ff5fc92808ee22d1a16f5811a5356029f75dc2fbaca837aa0cc47",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/benjaminschlegel/actions/runs/38382983771"
    },
    {
      "r": "4.5.3",
      "os": "win",
      "version": "4.3-2",
      "date": "2026-10-13T10:28:50.000Z",
      "commit": "0c40998ae235d982d49bc61754db6bb341ba5f52",
      "fileid": "https://r2.ropensci.org/7efa60c87f92133ed0a8aad4ce91e82430662d309f3ef801d1435dd01756503d",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/benjaminschlegel/actions/runs/38382983771"
    },
    {
      "r": "4.6.1",
      "os": "win",
      "version": "4.3-2",
      "date": "2026-10-13T10:28:53.000Z",
      "commit": "0c40998ae235d982d49bc61754db6bb341ba5f52",
      "fileid": "https://r2.ropensci.org/91c623b2f6e52def513905fef9b5d81f8e4df6b07e2b5beb7439cb7e1f714b96",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/benjaminschlegel/actions/runs/38382983771"
    }
  ]
}