{
  "_id": "6a2007bcb401979e73446bc9",
  "Package": "qqtest",
  "Type": "Package",
  "Title": "Self Calibrating Quantile-Quantile Plots for Visual Testing",
  "Version": "1.2.0",
  "Date": "2020-03-14",
  "Authors@R": "person(\"Wayne\", \"Oldford\", email=\"rwoldford@uwaterloo.ca\",\nrole=c(\"aut\", \"cre\"))",
  "Maintainer": "Wayne Oldford <rwoldford@uwaterloo.ca>",
  "Description": "Provides the function qqtest which incorporates\nuncertainty in its qqplot display(s) so that the user might\nhave a better sense of the evidence against the specified\ndistributional hypothesis.  qqtest draws a quantile quantile\nplot for visually assessing whether the data come from a test\ndistribution that has been defined in one of many ways.  The\nvertical axis plots the data quantiles, the horizontal those of\na test distribution. The default behaviour generates 1000\nsamples from the test distribution and overlays the plot with\nshaded pointwise interval estimates for the ordered quantiles\nfrom the test distribution.  A small number of independently\ngenerated exemplar quantile plots can also be overlaid.  Both\nthe interval estimates and the exemplars provide different\ncomparative information to assess the evidence provided by the\nqqplot for or against the hypothesis that the data come from\nthe test distribution (default is normal or gaussian). Finally,\na visual test of significance (a lineup plot) can also be\ndisplayed to test the null hypothesis that the data come from\nthe test distribution.",
  "LazyData": "true",
  "License": "GPL-3",
  "NeedsCompilation": "no",
  "Packaged": {
    "Date": "2026-06-03 10:51:17 UTC",
    "User": "root"
  },
  "Author": "Wayne Oldford [aut, cre]",
  "Encoding": "UTF-8",
  "RoxygenNote": "7.0.2",
  "VignetteBuilder": "knitr",
  "URL": "https://github.com/rwoldford/qqtest,\nhttps://rwoldford.github.io/qqtest/",
  "Repository": "https://rwoldford.r-universe.dev",
  "Date/Publication": "2020-03-16 15:49:28 UTC",
  "RemoteUrl": "https://github.com/rwoldford/qqtest",
  "RemoteRef": "HEAD",
  "RemoteSha": "f3737db73bfd00e36067d394d749a7232c3f3bb9",
  "MD5sum": "33c1bc924f9daac3390a93cf6a14d2f7",
  "_user": "rwoldford",
  "_type": "src",
  "_file": "qqtest_1.2.0.tar.gz",
  "_fileid": "e01e637dfc1bfd7ec823e65a45aab67b27661c8476ccfd2dd3d905fe63e295da",
  "_filesize": 443965,
  "_sha256": "e01e637dfc1bfd7ec823e65a45aab67b27661c8476ccfd2dd3d905fe63e295da",
  "_created": "2026-06-03T10:51:17.000Z",
  "_published": "2026-06-03T10:53:48.592Z",
  "_distro": "noble",
  "_jobs": [
    {
      "job": 79277380424,
      "time": 113,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "NOTE",
      "artifact": "7382569443"
    },
    {
      "job": 79277380409,
      "time": 118,
      "config": "linux-release-x86_64",
      "r": "4.6.0",
      "check": "NOTE",
      "artifact": "7382570668"
    },
    {
      "job": 79277380442,
      "time": 83,
      "config": "macos-oldrel-arm64",
      "r": "4.5.3",
      "check": "NOTE",
      "artifact": "7382558253"
    },
    {
      "job": 79277380479,
      "time": 89,
      "config": "macos-release-arm64",
      "r": "4.6.0",
      "check": "NOTE",
      "artifact": "7382560115"
    },
    {
      "job": 79277010775,
      "time": 129,
      "config": "source",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7382527224"
    },
    {
      "job": 79277380413,
      "time": 92,
      "config": "wasm-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7382561191"
    },
    {
      "job": 79277380473,
      "time": 77,
      "config": "windows-devel",
      "r": "4.7.0",
      "check": "NOTE",
      "artifact": "7382556160"
    },
    {
      "job": 79277380467,
      "time": 80,
      "config": "windows-oldrel",
      "r": "4.5.3",
      "check": "NOTE",
      "artifact": "7382557216"
    },
    {
      "job": 79277380452,
      "time": 62,
      "config": "windows-release",
      "r": "4.6.0",
      "check": "NOTE",
      "artifact": "7382550738"
    }
  ],
  "_buildurl": "https://github.com/r-universe/rwoldford/actions/runs/26879905576",
  "_status": "success",
  "_host": "GitHub-Actions",
  "_upstream": "https://github.com/rwoldford/qqtest",
  "_commit": {
    "id": "f3737db73bfd00e36067d394d749a7232c3f3bb9",
    "author": "R. Wayne Oldford <rwoldford@uwaterloo.ca>",
    "committer": "R. Wayne Oldford <rwoldford@uwaterloo.ca>",
    "message": "Fixed typos in the K-distribution vignette.\n",
    "time": 1584373768
  },
  "_maintainer": {
    "name": "Wayne Oldford",
    "email": "rwoldford@uwaterloo.ca",
    "login": "rwoldford",
    "twitter": "@rwoldford",
    "description": "Professor of Statistics",
    "uuid": 1886483
  },
  "_registered": true,
  "_dependencies": [
    {
      "package": "R",
      "version": ">= 2.10.0",
      "role": "Depends"
    },
    {
      "package": "grDevices",
      "role": "Imports"
    },
    {
      "package": "stats",
      "role": "Imports"
    },
    {
      "package": "knitr",
      "role": "Suggests"
    },
    {
      "package": "rmarkdown",
      "role": "Suggests"
    }
  ],
  "_owner": "rwoldford",
  "_selfowned": true,
  "_usedby": 0,
  "_updates": [],
  "_tags": [],
  "_stars": 1,
  "_contributors": [
    {
      "user": "rwoldford",
      "count": 12,
      "uuid": 1886483
    }
  ],
  "_userbio": {
    "uuid": 1886483,
    "type": "user",
    "name": "R. Wayne Oldford",
    "description": "Professor of Statistics"
  },
  "_downloads": {
    "count": 4095,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/qqtest"
  },
  "_devurl": "https://github.com/rwoldford/qqtest",
  "_pkgdown": "https://rwoldford.github.io/qqtest/",
  "_searchresults": 32,
  "_rbuild": "4.6.0",
  "_assets": [
    "extra/citation.cff",
    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
    "extra/NEWS.html",
    "extra/NEWS.txt",
    "extra/qqtest.html",
    "extra/readme.html",
    "extra/readme.md",
    "manual.pdf"
  ],
  "_homeurl": "https://github.com/rwoldford/qqtest",
  "_realowner": "rwoldford",
  "_cranurl": true,
  "_releases": [
    {
      "version": "1.0",
      "date": "2014-12-13"
    },
    {
      "version": "1.1",
      "date": "2015-08-20"
    },
    {
      "version": "1.1.1",
      "date": "2016-02-24"
    },
    {
      "version": "1.2.0",
      "date": "2020-03-16"
    }
  ],
  "_exports": [
    "dkay",
    "hideLocation",
    "pkay",
    "qkay",
    "qqtest",
    "revealLocation",
    "rkay"
  ],
  "_datasets": [
    {
      "name": "bacteria",
      "title": "Bacteria from Delaware River water entering the Torresdale Filter of the Philadelphia water supply 1913.",
      "object": "bacteria",
      "class": [
        "data.frame"
      ],
      "fields": [
        "count",
        "percentTime"
      ],
      "rows": 22,
      "table": true,
      "tojson": true
    },
    {
      "name": "penicillin",
      "title": "31 contrast sums from a 32 run 2^(5-0) factorial experiment on penicillin production.",
      "object": "penicillin",
      "class": [
        "data.frame"
      ],
      "fields": [
        "value"
      ],
      "rows": 31,
      "table": true,
      "tojson": true
    },
    {
      "name": "primer",
      "title": "Automobile primer paint thickness quality control measurements.",
      "object": "primer",
      "class": [
        "data.frame"
      ],
      "fields": [
        "day",
        "batch",
        "sel1",
        "sel2",
        "sel3",
        "sel4",
        "sel5",
        "sel6",
        "sel7",
        "sel8",
        "sel9",
        "sel10",
        "xbar",
        "s"
      ],
      "rows": 20,
      "table": true,
      "tojson": true
    },
    {
      "name": "pullstrength",
      "title": "Strength of pull for 519 males aged 23-26.",
      "object": "pullstrength",
      "class": [
        "data.frame"
      ],
      "fields": [
        "strength",
        "nCases",
        "percentCases",
        "percentCumulative",
        "percentAdjustedCumulative"
      ],
      "rows": 7,
      "table": true,
      "tojson": true
    },
    {
      "name": "sittingHeights",
      "title": "Sitting height in inches of female adults (aged 23-50).",
      "object": "sittingHeights",
      "class": [
        "data.frame"
      ],
      "fields": [
        "lowerBound",
        "upperBound",
        "nCases",
        "nCasesCumulative",
        "percentCumulative",
        "binCentre",
        "nCasesCentred",
        "proportionCumulativeAdjusted"
      ],
      "rows": 9,
      "table": true,
      "tojson": true
    },
    {
      "name": "stacklossDistances",
      "title": "Mahalanobis squared distances of Brownlee's stack loss plant operation data based only on the explanatory variates (air flow, water temperature, and acid concentration).",
      "object": "stacklossDistances",
      "class": [
        "data.frame"
      ],
      "fields": [
        "ordinary",
        "robust"
      ],
      "rows": 21,
      "table": true,
      "tojson": true
    },
    {
      "name": "WachusettReservoir",
      "title": "Storage, in millions of gallons daily per square mile of net land area, at the Wachusett Reservoir in Massacusetts - storage computed for each of several rates of draft (draft being a determined maintainable flow in 1,000s of gallons per square mile daily).",
      "object": "WachusettReservoir",
      "class": [
        "data.frame"
      ],
      "fields": [
        "draft100",
        "draft200",
        "draft400",
        "draft600",
        "draft800",
        "draft1000"
      ],
      "rows": 15,
      "table": true,
      "tojson": true
    }
  ],
  "_help": [
    {
      "page": "bacteria",
      "title": "Bacteria from Delaware River water entering the Torresdale Filter of the Philadelphia water supply 1913.",
      "topics": [
        "bacteria"
      ]
    },
    {
      "page": "dkay",
      "title": "'dkay' The density function of the K distribution",
      "topics": [
        "dkay"
      ]
    },
    {
      "page": "hideLocation",
      "title": "'hideLocation' Obfuscating the true location of the real data.",
      "topics": [
        "hideLocation"
      ]
    },
    {
      "page": "penicillin",
      "title": "31 contrast sums from a 32 run 2^(5-0) factorial experiment on penicillin production.",
      "topics": [
        "penicillin"
      ]
    },
    {
      "page": "pkay",
      "title": "'pkay' The cumulative distribution function K distribution",
      "topics": [
        "pkay"
      ]
    },
    {
      "page": "primer",
      "title": "Automobile primer paint thickness quality control measurements.",
      "topics": [
        "primer"
      ]
    },
    {
      "page": "pullstrength",
      "title": "Strength of pull for 519 males aged 23-26.",
      "topics": [
        "pullstrength"
      ]
    },
    {
      "page": "qkay",
      "title": "'qkay' The K distribution quantile function",
      "topics": [
        "qkay"
      ]
    },
    {
      "page": "qqtest",
      "title": "'qqtest' A self-calibrated quantile-quantile plot for assessing distributional shape.",
      "topics": [
        "qqtest"
      ]
    },
    {
      "page": "revealLocation",
      "title": "'revealLocation' Revealing locations encoded as a string calculation.",
      "topics": [
        "revealLocation"
      ]
    },
    {
      "page": "rkay",
      "title": "'rkay' The K distribution - generating pseudo-random values",
      "topics": [
        "rkay"
      ]
    },
    {
      "page": "sittingHeights",
      "title": "Sitting height in inches of female adults (aged 23-50).",
      "topics": [
        "sittingHeights"
      ]
    },
    {
      "page": "stacklossDistances",
      "title": "Mahalanobis squared distances of Brownlee's stack loss plant operation data based only on the explanatory variates (air flow, water temperature, and acid concentration).",
      "topics": [
        "stacklossDistances"
      ]
    },
    {
      "page": "WachusettReservoir",
      "title": "Storage, in millions of gallons daily per square mile of net land area, at the Wachusett Reservoir in Massacusetts - storage computed for each of several rates of draft (draft being a determined maintainable flow in 1,000s of gallons per square mile daily).",
      "topics": [
        "WachusettReservoir"
      ]
    }
  ],
  "_readme": "https://github.com/rwoldford/qqtest/raw/HEAD/README.md",
  "_rundeps": [],
  "_vignettes": [
    {
      "source": "K-distribution.Rmd",
      "filename": "K-distribution.html",
      "title": "The K distribution",
      "author": "R. Wayne Oldford",
      "engine": "knitr::rmarkdown",
      "headings": [
        "Definition",
        "Normal theory relations",
        "The Student t distribution",
        "The functions",
        "The density dkay(x, df, ...)",
        "The cumulative distribution function pkay(x, df, ...)",
        "The quantile function qkay(p, df, ...)",
        "Pseudo-random realizations rkay(n, df, ...)"
      ],
      "created": "2020-03-03 01:09:04",
      "modified": "2020-03-16 15:49:28",
      "commits": 3
    }
  ],
  "_score": 4.816373888752362,
  "_indexed": true,
  "_nocasepkg": "qqtest",
  "_universes": [
    "rwoldford"
  ],
  "_binaries": [
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "1.2.0",
      "date": "2026-06-03T10:53:11.000Z",
      "distro": "noble",
      "commit": "f3737db73bfd00e36067d394d749a7232c3f3bb9",
      "fileid": "01a2bc554637239fb9bdd07b93ca5f4d609afa32f5385bd90a5cb88125aa8187",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/rwoldford/actions/runs/26879905576"
    },
    {
      "r": "4.6.0",
      "os": "linux",
      "version": "1.2.0",
      "date": "2026-06-03T10:53:15.000Z",
      "distro": "noble",
      "commit": "f3737db73bfd00e36067d394d749a7232c3f3bb9",
      "fileid": "458a05d36710b98ca5e21319d409a70f77a97edd6d9a5ecafd229b35e50a4254",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/rwoldford/actions/runs/26879905576"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "1.2.0",
      "date": "2026-06-03T10:52:48.000Z",
      "commit": "f3737db73bfd00e36067d394d749a7232c3f3bb9",
      "fileid": "5725d5f576f278806de68df617ef86555b2743b1b40ce5ce0e726b8d8db812e0",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/rwoldford/actions/runs/26879905576"
    },
    {
      "r": "4.6.0",
      "os": "mac",
      "version": "1.2.0",
      "date": "2026-06-03T10:52:49.000Z",
      "commit": "f3737db73bfd00e36067d394d749a7232c3f3bb9",
      "fileid": "9f8091872354b041a1e539787349d4d272099f2df347906b74bb400d65b2f8db",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/rwoldford/actions/runs/26879905576"
    },
    {
      "r": "4.6.0",
      "os": "wasm",
      "version": "1.2.0",
      "date": "2026-06-03T10:53:04.000Z",
      "commit": "f3737db73bfd00e36067d394d749a7232c3f3bb9",
      "fileid": "6d9f03a63e141a1311487b78b3dffb61390213d37b1aa61f8e2943d25c5786e4",
      "status": "success",
      "buildurl": "https://github.com/r-universe/rwoldford/actions/runs/26879905576"
    },
    {
      "r": "4.7.0",
      "os": "win",
      "version": "1.2.0",
      "date": "2026-06-03T10:52:29.000Z",
      "commit": "f3737db73bfd00e36067d394d749a7232c3f3bb9",
      "fileid": "a7c0fade178ab6e65ab3a19022461bf96acb92e6b69164bf7c13ae8acd775433",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/rwoldford/actions/runs/26879905576"
    },
    {
      "r": "4.5.3",
      "os": "win",
      "version": "1.2.0",
      "date": "2026-06-03T10:52:34.000Z",
      "commit": "f3737db73bfd00e36067d394d749a7232c3f3bb9",
      "fileid": "95f6de5c3c9801dfa5a9e36d473df4fb9822f4d0222e25f477c16121da1723b6",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/rwoldford/actions/runs/26879905576"
    },
    {
      "r": "4.6.0",
      "os": "win",
      "version": "1.2.0",
      "date": "2026-06-03T10:52:17.000Z",
      "commit": "f3737db73bfd00e36067d394d749a7232c3f3bb9",
      "fileid": "89c27f762a77fd30aa004b0e084651a345ffc6d11e50332cff63d826ae445adc",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/rwoldford/actions/runs/26879905576"
    }
  ]
}