{
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  "Type": "Package",
  "Package": "superb",
  "Title": "Summary Plots with Adjusted Error Bars",
  "Version": "1.0.1",
  "Date": "2025-11-30",
  "Authors@R": "c(\nperson(\"Denis\", \"Cousineau\", email = \"denis.cousineau@uottawa.ca\",\nrole = c(\"aut\", \"cre\")),\nperson(\"Bradley\", \"Harding\", email = \"bradley.harding@umoncton.ca\",\nrole = c(\"ctb\")),\nperson(\"Marc-Andre\", \"Goulet\", email = \"magoulet101@gmail.com\",\nrole = c(\"ctb\")),\nperson(\"Jesika\", \"Walker\", email = \"jwalk050@uottawa.ca\",\nrole = c(\"art\",\"pre\"))\n)",
  "Author": "Denis Cousineau [aut, cre], Bradley Harding [ctb], Marc-Andre\nGoulet [ctb], Jesika Walker [art, pre]",
  "Maintainer": "Denis Cousineau <denis.cousineau@uottawa.ca>",
  "BugReports": "https://github.com/dcousin3/superb/issues/",
  "URL": "https://github.com/dcousin3/superb/,\nhttps://CRAN.R-project.org/package=superb,\nhttps://dcousin3.github.io/superb/",
  "Description": "Computes standard error and confidence interval of various\ndescriptive statistics under various designs and sampling\nschemes. The main function, superb(), return a plot. It can\nalso be used to obtain a dataframe with the statistics and\ntheir precision intervals so that other plotting environments\n(e.g., Excel) can be used. See Cousineau and colleagues (2021)\n<doi:10.1177/25152459211035109> or Cousineau (2017)\n<doi:10.5709/acp-0214-z> for a review as well as Cousineau\n(2005) <doi:10.20982/tqmp.01.1.p042>, Morey (2008)\n<doi:10.20982/tqmp.04.2.p061>, Baguley (2012)\n<doi:10.3758/s13428-011-0123-7>, Cousineau & Laurencelle (2016)\n<doi:10.1037/met0000055>, Cousineau & O'Brien (2014)\n<doi:10.3758/s13428-013-0441-z>, Calderini & Harding\n<doi:10.20982/tqmp.15.1.p001> for specific references. The\ndocumentation is available at\n<https://dcousin3.github.io/superb/> .",
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  "Repository": "https://dcousin3.r-universe.dev",
  "Date/Publication": "2025-12-04 16:16:10 UTC",
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  "Packaged": {
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    "User": "root"
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  "_published": "2026-06-04T08:09:38.954Z",
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    "author": "Denis Cousineau <denis.cousineau@uottawa.ca>",
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    "description": "I am a cognitive psychologist afflicted by the Frankenstein syndrome, that is, to recreate intelligent minds from inert materials. ",
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  "_tags": [],
  "_topics": [
    "error-bars",
    "plotting",
    "statistics",
    "summary-plots",
    "summary-statistics",
    "visualization"
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  "_stars": 18,
  "_contributors": [
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    "bootstrapPI.hmean",
    "bootstrapPI.mean",
    "bootstrapPI.median",
    "bootstrapPI.sd",
    "bootstrapPI.var",
    "bootstrapSE.gmean",
    "bootstrapSE.hmean",
    "bootstrapSE.mean",
    "bootstrapSE.median",
    "bootstrapSE.sd",
    "bootstrapSE.var",
    "CI.fisherkurtosis",
    "CI.fisherskew",
    "CI.gmean",
    "CI.hmean",
    "CI.IQR",
    "CI.MAD",
    "CI.mean",
    "CI.meanNArm",
    "CI.median",
    "CI.pearsonskew",
    "CI.sd",
    "CI.var",
    "CIwithDF.mean",
    "CousineauLaurencelleLambda",
    "custom",
    "extent",
    "fisherkurtosis",
    "fisherskew",
    "geom_flat_violin",
    "geom_superberrorbar",
    "gmean",
    "GRD",
    "has.cbind.terms",
    "has.crange.terms",
    "has.nested.terms",
    "hmean",
    "HyunhFeldtEpsilon",
    "in.formula",
    "is.formula",
    "is.one.sided",
    "MAD",
    "makeTransparent",
    "MauchlySphericityTest",
    "meanNArm",
    "pearsonskew",
    "poolSDTransform",
    "Rexpression",
    "runDebug",
    "SE.fisherkurtosis",
    "SE.fisherskew",
    "SE.gmean",
    "SE.hmean",
    "SE.IQR",
    "SE.MAD",
    "SE.mean",
    "SE.meanNArm",
    "SE.median",
    "SE.pearsonskew",
    "SE.sd",
    "SE.var",
    "showHorizontalSignificance",
    "showSignificance",
    "showVerticalSignificance",
    "ShroutFleissICC1",
    "ShroutFleissICC11",
    "ShroutFleissICC1k",
    "slope",
    "sub.formulas",
    "subjectCenteringTransform",
    "superb",
    "superbData",
    "superbPlot",
    "superbPlot.bar",
    "superbPlot.boxplot",
    "superbPlot.circularline",
    "superbPlot.circularlineBand",
    "superbPlot.circularpoint",
    "superbPlot.circularpointjitter",
    "superbPlot.circularpointlinejitter",
    "superbPlot.corset",
    "superbPlot.halfwidthline",
    "superbPlot.line",
    "superbPlot.lineBand",
    "superbPlot.point",
    "superbPlot.pointindividualline",
    "superbPlot.pointjitter",
    "superbPlot.pointjitterviolin",
    "superbPlot.pointlinejitter",
    "superbPlot.raincloud",
    "superbShiny",
    "superbToWide",
    "twoStepTransform",
    "WelchDegreeOfFreedom",
    "WinerCompoundSymmetryTest"
  ],
  "_datasets": [
    {
      "name": "dataFigure1",
      "title": "Data for Figure 1",
      "object": "dataFigure1",
      "class": [
        "data.frame"
      ],
      "fields": [
        "id",
        "grp",
        "score"
      ],
      "rows": 50,
      "table": true,
      "tojson": true
    },
    {
      "name": "dataFigure2",
      "title": "Data for Figure 2",
      "object": "dataFigure2",
      "class": [
        "data.frame"
      ],
      "fields": [
        "id",
        "pre",
        "post"
      ],
      "rows": 25,
      "table": true,
      "tojson": true
    },
    {
      "name": "dataFigure3",
      "title": "Data for Figure 3",
      "object": "dataFigure3",
      "class": [
        "data.frame"
      ],
      "fields": [
        "grp",
        "VD",
        "cluster"
      ],
      "rows": 50,
      "table": true,
      "tojson": true
    },
    {
      "name": "dataFigure4",
      "title": "Data for Figure 4",
      "object": "dataFigure4",
      "class": [
        "data.frame"
      ],
      "fields": [
        "group",
        "score"
      ],
      "rows": 25,
      "table": true,
      "tojson": true
    },
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      "name": "TMB1964r",
      "title": "Data of Tulving, Mandler, & Baumal, 1964 (reproduction of 2021)",
      "object": "TMB1964r",
      "class": [
        "data.frame"
      ],
      "fields": [
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        "Language",
        "Condition",
        "T1",
        "T2",
        "T3",
        "T4",
        "T5",
        "T6",
        "T7"
      ],
      "rows": 58,
      "table": true,
      "tojson": true
    }
  ],
  "_help": [
    {
      "page": "biasCorrectionTransform",
      "title": "bias-correction transform",
      "topics": [
        "biasCorrectionTransform"
      ]
    },
    {
      "page": "bootstrapPrecisionMeasures",
      "title": "Bootstrapped measures of precision",
      "topics": [
        "bootstrapPI.gmean",
        "bootstrapPI.hmean",
        "bootstrapPI.mean",
        "bootstrapPI.median",
        "bootstrapPI.sd",
        "bootstrapPI.var",
        "bootstrapPrecisionMeasures",
        "bootstrapSE.gmean",
        "bootstrapSE.hmean",
        "bootstrapSE.mean",
        "bootstrapSE.median",
        "bootstrapSE.sd",
        "bootstrapSE.var"
      ]
    },
    {
      "page": "CousineauLaurencelleLambda",
      "title": "Cousineau-Laurencelle's lambda correction for cluster-randomized sampling",
      "topics": [
        "CousineauLaurencelleLambda"
      ]
    },
    {
      "page": "dataFigure1",
      "title": "Data for Figure 1",
      "topics": [
        "dataFigure1"
      ]
    },
    {
      "page": "dataFigure2",
      "title": "Data for Figure 2",
      "topics": [
        "dataFigure2"
      ]
    },
    {
      "page": "dataFigure3",
      "title": "Data for Figure 3",
      "topics": [
        "dataFigure3"
      ]
    },
    {
      "page": "dataFigure4",
      "title": "Data for Figure 4",
      "topics": [
        "dataFigure4"
      ]
    },
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      "page": "geom_flat_violin",
      "title": "geom_flat_violin for expanded density displays",
      "topics": [
        "geom_flat_violin"
      ]
    },
    {
      "page": "geom_superberrorbar",
      "title": "geom_superberrorbar for expanded error bar displays",
      "topics": [
        "geom_superberrorbar"
      ]
    },
    {
      "page": "GRD",
      "title": "Generate random data",
      "topics": [
        "GRD"
      ]
    },
    {
      "page": "HyunhFeldtEpsilon",
      "title": "Hyunh and Feldt's epsilon measure of sphericity",
      "topics": [
        "HyunhFeldtEpsilon"
      ]
    },
    {
      "page": "is.formula",
      "title": "logical functions for formulas",
      "topics": [
        "has.cbind.terms",
        "has.crange.terms",
        "has.nested.terms",
        "in.formula",
        "is.formula",
        "is.one.sided",
        "sub.formulas"
      ]
    },
    {
      "page": "makeTransparent",
      "title": "makes ggplots with transparent elements",
      "topics": [
        "makeTransparent"
      ]
    },
    {
      "page": "MauchlySphericityTest",
      "title": "Mauchly's test of Sphericity",
      "topics": [
        "MauchlySphericityTest"
      ]
    },
    {
      "page": "measuresWithMissingData",
      "title": "Measures with missing data",
      "topics": [
        "CI.meanNArm",
        "meanNArm",
        "meanNArm,",
        "measuresWithMissingData",
        "SE.meanNArm"
      ]
    },
    {
      "page": "poolSDTransform",
      "title": "pooled standard deviation transform",
      "topics": [
        "poolSDTransform"
      ]
    },
    {
      "page": "precisionMeasures",
      "title": "Precision measures",
      "topics": [
        "CI.fisherkurtosis",
        "CI.fisherskew",
        "CI.gmean",
        "CI.hmean",
        "CI.IQR",
        "CI.MAD",
        "CI.mean",
        "CI.median",
        "CI.pearsonskew",
        "CI.sd",
        "CI.var",
        "precisionMeasures",
        "SE.fisherkurtosis",
        "SE.fisherskew",
        "SE.gmean",
        "SE.hmean",
        "SE.IQR",
        "SE.MAD",
        "SE.mean",
        "SE.median",
        "SE.pearsonskew",
        "SE.sd",
        "SE.var"
      ]
    },
    {
      "page": "precisionMeasureWithCustomDF",
      "title": "Confidence intervals with custom degree of freedom",
      "topics": [
        "CIwithDF.mean",
        "precisionMeasureWithCustomDF"
      ]
    },
    {
      "page": "runDebug",
      "title": "runDebug",
      "topics": [
        "runDebug"
      ]
    },
    {
      "page": "showSignificance",
      "title": "Annotate significance of results on plots",
      "topics": [
        "showHorizontalSignificance",
        "showSignificance",
        "showVerticalSignificance"
      ]
    },
    {
      "page": "ShroutFleissICC1",
      "title": "Shrout and Fleiss intra-class correlation functions",
      "topics": [
        "ShroutFleissICC1",
        "ShroutFleissICC11",
        "ShroutFleissICC1k"
      ]
    },
    {
      "page": "slope",
      "title": "Effect description",
      "topics": [
        "custom",
        "extent",
        "Rexpression",
        "slope"
      ]
    },
    {
      "page": "subjectCenteringTransform",
      "title": "subject-centering transform",
      "topics": [
        "subjectCenteringTransform"
      ]
    },
    {
      "page": "summaryStatistics",
      "title": "Additional summary statistics",
      "topics": [
        "fisherkurtosis",
        "fisherskew",
        "gmean",
        "hmean",
        "MAD",
        "pearsonskew",
        "summaryStatistics"
      ]
    },
    {
      "page": "superb",
      "title": "superb",
      "topics": [
        "superb"
      ]
    },
    {
      "page": "superbData",
      "title": "Obtain summary statistics with correct error bars.",
      "topics": [
        "superbData"
      ]
    },
    {
      "page": "superbPlot",
      "title": "summary plot of any statistics with adjusted error bars.",
      "topics": [
        "superbPlot"
      ]
    },
    {
      "page": "superbPlot.bar",
      "title": "superbPlot 'bar' layout",
      "topics": [
        "superbPlot.bar"
      ]
    },
    {
      "page": "superbPlot.boxplot",
      "title": "superbPlot 'boxplot' layout",
      "topics": [
        "superbPlot.boxplot"
      ]
    },
    {
      "page": "superbPlot.circularline",
      "title": "superbPlot 'circularline' layout",
      "topics": [
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