{
  "_id": "6ad12867d3c80a766859b900",
  "Type": "Package",
  "Package": "csranks",
  "Title": "Statistical Tools for Ranks",
  "Version": "1.3.0",
  "Authors@R": "c(\nperson(\"Daniel\", \"Wilhelm\", , \"d.wilhelm@lmu.de\", role = c(\"aut\", \"cre\")),\nperson(\"Pawel\", \"Morgen\", , \"seriousmorgen@protonmail.com\", role = \"aut\")\n)",
  "Description": "Account for uncertainty when working with ranks.  Estimate\nstandard errors consistently in linear regression with ranked\nvariables.  Construct confidence sets of various kinds for\npositions of populations in a ranking based on values of a\ncertain feature and their estimation errors.  Theory based on\nMogstad, Romano, Shaikh, and Wilhelm\n(2023)<doi:10.1093/restud/rdad006> and Chetverikov and Wilhelm\n(2023) <doi:10.48550/arXiv.2310.15512>.",
  "License": "GPL (>= 3)",
  "URL": "https://github.com/danielwilhelm/R-CS-ranks,\nhttps://danielwilhelm.github.io/R-CS-ranks/",
  "BugReports": "https://github.com/danielwilhelm/R-CS-ranks/issues",
  "VignetteBuilder": "knitr",
  "Encoding": "UTF-8",
  "Language": "en-US",
  "LazyData": "true",
  "Roxygen": "list(markdown = TRUE)",
  "Config/roxygen2/version": "8.0.0",
  "Config/pak/sysreqs": "cmake make libicu-dev",
  "Repository": "https://danielwilhelm.r-universe.dev",
  "Date/Publication": "2026-10-15 15:20:24 UTC",
  "RemoteUrl": "https://github.com/danielwilhelm/r-cs-ranks",
  "RemoteRef": "HEAD",
  "RemoteSha": "e18b3f764ac9183278cc0bae6738e0ad12ab1198",
  "NeedsCompilation": "no",
  "Packaged": {
    "Date": "2026-10-15 19:19:24 UTC",
    "User": "root"
  },
  "Author": "Daniel Wilhelm [aut, cre],\nPawel Morgen [aut]",
  "Maintainer": "Daniel Wilhelm <d.wilhelm@lmu.de>",
  "_user": "danielwilhelm",
  "_type": "src",
  "_file": "csranks_1.3.0.tar.gz",
  "_fileid": "https://r2.ropensci.org/c98e12e841dd7b77070fa5dbe044ed1c37ee204058a12bc49d19580da6e16947",
  "_filesize": 4079319,
  "_sha256": "c98e12e841dd7b77070fa5dbe044ed1c37ee204058a12bc49d19580da6e16947",
  "_expires": "2027-01-23T19:24:20.000Z",
  "_created": "2026-10-15T19:19:24.000Z",
  "_published": "2026-10-15T19:24:23.406Z",
  "_buildurl": "https://github.com/r-universe/danielwilhelm/actions/runs/38792367668",
  "_status": "success",
  "_host": "GitHub-Actions",
  "_jobs": [
    {
      "job": 116622090119,
      "time": 164,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "12000991393"
    },
    {
      "job": 116622090186,
      "time": 210,
      "config": "linux-release-x86_64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "12001051502"
    },
    {
      "job": 116622090291,
      "time": 198,
      "config": "macos-oldrel-arm64",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "12001211136"
    },
    {
      "job": 116622090225,
      "time": 244,
      "config": "macos-release-arm64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "12001425825"
    },
    {
      "job": 116620094569,
      "time": 249,
      "config": "source",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "12000721372"
    },
    {
      "job": 116622090046,
      "time": 120,
      "config": "wasm-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "12000183848"
    },
    {
      "job": 116622090137,
      "time": 127,
      "config": "windows-devel-x86_64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "12001610441"
    },
    {
      "job": 116622090271,
      "time": 131,
      "config": "windows-oldrel-x86_64",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "12000604112"
    },
    {
      "job": 116622090586,
      "time": 108,
      "config": "windows-release-x86_64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "12001280919"
    }
  ],
  "_upstream": "https://github.com/danielwilhelm/r-cs-ranks",
  "_commit": {
    "id": "e18b3f764ac9183278cc0bae6738e0ad12ab1198",
    "author": "Pawel Morgen <43793383+MrDomani@users.noreply.github.com>",
    "committer": "GitHub <noreply@github.com>",
    "message": "Merge pull request #51 from danielwilhelm/dev\n\nStyling, linting, URL update",
    "time": 1792077624
  },
  "_maintainer": {
    "name": "Daniel Wilhelm",
    "email": "d.wilhelm@lmu.de",
    "login": "danielwilhelm",
    "description": "",
    "uuid": 928660
  },
  "_distro": "resolute",
  "_registered": true,
  "_dependencies": [
    {
      "package": "R",
      "version": ">= 3.5.0",
      "role": "Depends"
    },
    {
      "package": "cli",
      "role": "Imports"
    },
    {
      "package": "Formula",
      "role": "Imports"
    },
    {
      "package": "ggplot2",
      "role": "Imports"
    },
    {
      "package": "glue",
      "role": "Imports"
    },
    {
      "package": "ivreg",
      "role": "Imports"
    },
    {
      "package": "lifecycle",
      "role": "Imports"
    },
    {
      "package": "MASS",
      "role": "Imports"
    },
    {
      "package": "rlang",
      "role": "Imports"
    },
    {
      "package": "scales",
      "role": "Imports"
    },
    {
      "package": "stats",
      "role": "Imports"
    },
    {
      "package": "grid",
      "role": "Suggests"
    },
    {
      "package": "knitr",
      "role": "Suggests"
    },
    {
      "package": "rmarkdown",
      "role": "Suggests"
    },
    {
      "package": "spelling",
      "role": "Suggests"
    },
    {
      "package": "testthat",
      "version": ">= 2.1.0",
      "role": "Suggests"
    }
  ],
  "_owner": "danielwilhelm",
  "_selfowned": true,
  "_usedby": 0,
  "_updates": [
    {
      "week": "2026-15",
      "n": 1
    },
    {
      "week": "2026-42",
      "n": 1
    }
  ],
  "_tags": [
    {
      "name": "v1.3.0",
      "date": "2026-08-18"
    }
  ],
  "_stars": 7,
  "_contributors": [
    {
      "user": "mrdomani",
      "count": 161,
      "uuid": 43793383
    },
    {
      "user": "danielwilhelm",
      "count": 51,
      "uuid": 928660
    },
    {
      "user": "muskuloes",
      "count": 38,
      "uuid": 26466764
    }
  ],
  "_userbio": {
    "uuid": 928660,
    "type": "user",
    "name": "Daniel Wilhelm",
    "followers": 33
  },
  "_downloads": {
    "count": 478,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/csranks"
  },
  "_devurl": "https://github.com/danielwilhelm/r-cs-ranks",
  "_pkgdown": "https://danielwilhelm.github.io/R-CS-ranks/",
  "_searchresults": 15,
  "_rbuild": "4.6.1",
  "_assets": [
    "extra/citation.cff",
    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
    "extra/csranks.html",
    "extra/manual.pdf",
    "extra/NEWS.html",
    "extra/NEWS.txt",
    "extra/readme.html",
    "extra/readme.md"
  ],
  "_homeurl": "https://github.com/danielwilhelm/r-cs-ranks",
  "_realowner": "danielwilhelm",
  "_cranurl": true,
  "_releases": [
    {
      "version": "1.0.1",
      "date": "2023-03-22"
    },
    {
      "version": "1.2.0",
      "date": "2023-09-27"
    },
    {
      "version": "1.2.1",
      "date": "2023-12-17"
    },
    {
      "version": "1.2.2",
      "date": "2024-01-24"
    },
    {
      "version": "1.2.3",
      "date": "2024-09-12"
    },
    {
      "version": "1.3.0",
      "date": "2026-08-21"
    }
  ],
  "_exports": [
    "csranks",
    "csranks_multinom",
    "cstaubest",
    "cstauworst",
    "frank",
    "frank_against",
    "irank",
    "irank_against",
    "ivregranks",
    "lmranks",
    "plotranking"
  ],
  "_datasets": [
    {
      "name": "parent_child_income",
      "title": "Income of parents and children",
      "object": "parent_child_income",
      "class": [
        "data.frame"
      ],
      "fields": [
        "c_faminc",
        "p_faminc",
        "gender",
        "race"
      ],
      "rows": 3894,
      "table": true,
      "tojson": true
    },
    {
      "name": "pisa",
      "title": "Cross-country comparison of students' achievement",
      "object": "pisa",
      "class": [
        "data.frame"
      ],
      "fields": [
        "jurisdiction",
        "science_score",
        "science_se",
        "reading_score",
        "reading_se",
        "math_score",
        "math_se"
      ],
      "rows": 37,
      "table": true,
      "tojson": true
    },
    {
      "name": "pisa2018",
      "title": "Cross-country comparison of students' achievement",
      "object": "pisa2018",
      "class": [
        "data.frame"
      ],
      "fields": [
        "jurisdiction",
        "science_score",
        "science_se",
        "reading_score",
        "reading_se",
        "math_score",
        "math_se"
      ],
      "rows": 38,
      "table": true,
      "tojson": true
    },
    {
      "name": "pisa2022",
      "title": "Cross-country comparison of students' achievement",
      "object": "pisa2022",
      "class": [
        "data.frame"
      ],
      "fields": [
        "jurisdiction",
        "science_score",
        "science_se",
        "reading_score",
        "reading_se",
        "math_score",
        "math_se"
      ],
      "rows": 38,
      "table": true,
      "tojson": true
    }
  ],
  "_help": [
    {
      "page": "csranks",
      "title": "Confidence sets for ranks",
      "topics": [
        "csranks"
      ]
    },
    {
      "page": "csranks_multinom",
      "title": "Confidence sets for ranks based on multinomial data",
      "topics": [
        "csranks_multinom"
      ]
    },
    {
      "page": "cstaubest",
      "title": "Confidence sets for the tau-best",
      "topics": [
        "cstaubest",
        "cstauworst"
      ]
    },
    {
      "page": "irank",
      "title": "Compute ranks",
      "topics": [
        "frank",
        "irank"
      ]
    },
    {
      "page": "irank_against",
      "title": "Compute integer ranks in another reference vector",
      "topics": [
        "frank_against",
        "irank_against"
      ]
    },
    {
      "page": "ivregranks",
      "title": "Instrumental-Variable Regression by 2SLS Estimation Involving Ranks",
      "topics": [
        "confint.ivregranks",
        "ivregranks",
        "plot.ivregranks",
        "predict.ivregranks",
        "print.summary.ivregranks",
        "summary.ivregranks",
        "vcov.ivregranks"
      ]
    },
    {
      "page": "lmranks",
      "title": "Regressions Involving Ranks",
      "topics": [
        "lmranks",
        "plot.lmranks",
        "predict.lmranks",
        "proj.lmranks",
        "summary.lmranks",
        "vcov.lmranks"
      ]
    },
    {
      "page": "parent_child_income",
      "title": "Income of parents and children",
      "topics": [
        "parent_child_income"
      ]
    },
    {
      "page": "pisa",
      "title": "Cross-country comparison of students' achievement",
      "topics": [
        "pisa"
      ]
    },
    {
      "page": "pisa2018",
      "title": "Cross-country comparison of students' achievement",
      "topics": [
        "pisa2018",
        "pisa2022"
      ]
    },
    {
      "page": "plotranking",
      "title": "Plot ranking with confidence sets",
      "topics": [
        "plot.csranks",
        "plotranking"
      ]
    }
  ],
  "_readme": "https://github.com/danielwilhelm/r-cs-ranks/raw/HEAD/README.md",
  "_rundeps": [
    "abind",
    "backports",
    "boot",
    "broom",
    "car",
    "carData",
    "cli",
    "colorspace",
    "cowplot",
    "cpp11",
    "Deriv",
    "doBy",
    "dplyr",
    "farver",
    "forecast",
    "Formula",
    "fracdiff",
    "generics",
    "ggplot2",
    "glue",
    "gtable",
    "isoband",
    "ivreg",
    "labeling",
    "lattice",
    "lifecycle",
    "lme4",
    "lmtest",
    "magrittr",
    "MASS",
    "Matrix",
    "MatrixModels",
    "mgcv",
    "minqa",
    "modelr",
    "nlme",
    "nloptr",
    "nnet",
    "numDeriv",
    "pbkrtest",
    "pillar",
    "pkgconfig",
    "purrr",
    "quantreg",
    "R6",
    "rbibutils",
    "RColorBrewer",
    "Rcpp",
    "RcppArmadillo",
    "RcppEigen",
    "Rdpack",
    "reformulas",
    "rlang",
    "S7",
    "scales",
    "SparseM",
    "stringi",
    "stringr",
    "survival",
    "tibble",
    "tidyr",
    "tidyselect",
    "timeDate",
    "urca",
    "utf8",
    "vctrs",
    "viridisLite",
    "withr",
    "zoo"
  ],
  "_vignettes": [
    {
      "source": "Rank-Rank-Reg.rmd",
      "filename": "Rank-Rank-Reg.html",
      "title": "Inference for Rank-Rank Regressions",
      "engine": "knitr::rmarkdown",
      "headings": [
        "Example: Intergenerational Mobility",
        "Rank-rank regression",
        "Grouped rank-rank regression",
        "Reference & further reading"
      ],
      "created": "2023-09-25 09:39:33",
      "modified": "2026-10-15 15:20:24",
      "commits": 6
    },
    {
      "source": "Inference-for-Ranks.rmd",
      "filename": "Inference-for-Ranks.html",
      "title": "Inference for Ranks",
      "engine": "knitr::rmarkdown",
      "headings": [
        "Example: PISA Ranking",
        "Best populations",
        "Marginal Confidence Sets",
        "Simultaneous Confidence Sets",
        "References & further documentation"
      ],
      "created": "2023-09-25 09:39:33",
      "modified": "2026-10-15 15:20:24",
      "commits": 6
    }
  ],
  "_score": 5.623249290397901,
  "_indexed": true,
  "_nocasepkg": "csranks",
  "_universes": [
    "danielwilhelm"
  ],
  "_previous": "1.2.3.9000",
  "_binaries": [
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "1.3.0",
      "date": "2026-10-15T19:22:01.000Z",
      "distro": "resolute",
      "commit": "e18b3f764ac9183278cc0bae6738e0ad12ab1198",
      "fileid": "https://r2.ropensci.org/5a5acfbe7fae4669463d1bcac0506d964bd36833476b661e8c24460923249607",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/danielwilhelm/actions/runs/38792367668"
    },
    {
      "r": "4.6.1",
      "os": "linux",
      "version": "1.3.0",
      "date": "2026-10-15T19:22:43.000Z",
      "distro": "resolute",
      "commit": "e18b3f764ac9183278cc0bae6738e0ad12ab1198",
      "fileid": "https://r2.ropensci.org/e5f7038365f895d3ec37e52401d58ad6d940a0cb1f3a315640ef8610ae289445",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/danielwilhelm/actions/runs/38792367668"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "1.3.0",
      "date": "2026-10-15T19:22:10.000Z",
      "commit": "e18b3f764ac9183278cc0bae6738e0ad12ab1198",
      "fileid": "https://r2.ropensci.org/3e4feca40b6e6f8304db0c02c510140123fd0e5efaf9d9d3d5fed64b211cb76f",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/danielwilhelm/actions/runs/38792367668"
    },
    {
      "r": "4.6.1",
      "os": "mac",
      "version": "1.3.0",
      "date": "2026-10-15T19:22:25.000Z",
      "commit": "e18b3f764ac9183278cc0bae6738e0ad12ab1198",
      "fileid": "https://r2.ropensci.org/1d72384a3a28fd7ceb67602b0b5016b6f9595b4b291f88d75e1b69396d81bbd0",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/danielwilhelm/actions/runs/38792367668"
    },
    {
      "r": "4.6.0",
      "os": "wasm",
      "version": "1.3.0",
      "date": "2026-10-15T19:21:45.000Z",
      "commit": "e18b3f764ac9183278cc0bae6738e0ad12ab1198",
      "fileid": "https://r2.ropensci.org/3b00b3c256c7b6100e18470671f9ec6fa0e3a990a4a40d117a31eb7a481a47b2",
      "status": "success",
      "buildurl": "https://github.com/r-universe/danielwilhelm/actions/runs/38792367668"
    },
    {
      "r": "4.7.0",
      "os": "win",
      "version": "1.3.0",
      "date": "2026-10-15T19:20:58.000Z",
      "commit": "e18b3f764ac9183278cc0bae6738e0ad12ab1198",
      "fileid": "https://r2.ropensci.org/050f2b713d9047528b9c02e7605e0eb482a9e8b82a5550e75916ab22cca7582e",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/danielwilhelm/actions/runs/38792367668"
    },
    {
      "r": "4.5.3",
      "os": "win",
      "version": "1.3.0",
      "date": "2026-10-15T19:21:01.000Z",
      "commit": "e18b3f764ac9183278cc0bae6738e0ad12ab1198",
      "fileid": "https://r2.ropensci.org/38830ef634c3ec0d599eb335578c0b141ca55e9e857015df406b758323d95b60",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/danielwilhelm/actions/runs/38792367668"
    },
    {
      "r": "4.6.1",
      "os": "win",
      "version": "1.3.0",
      "date": "2026-10-15T19:20:45.000Z",
      "commit": "e18b3f764ac9183278cc0bae6738e0ad12ab1198",
      "fileid": "https://r2.ropensci.org/c54a0dddb34ff4699339066d8b86f068a83450a194c22fbcea3b69de88bf90f7",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/danielwilhelm/actions/runs/38792367668"
    }
  ]
}