Exported Functions

Main functions

superbShiny()

User Interface to get summary plot of any statistics with adjusted error bars.

superbPlot()

summary plot of any statistics with adjusted error bars.

superbData()

Obtain summary statistics with correct error bars.

GRD()

Generate random data

Decorating plots

Functions to add further decorations to the plots

showSignificance()

Annotate significance of results on plots

geom_superberrorbar()

geom_superberrorbar for expanded error bar displays

makeTransparent()

makes ggplots with transparent elements

Plots

Built-in templates for plots

superbPlot.bar()

superbPlot 'bar' layout

superbPlot.point()

superbPlot 'point' layout

superbPlot.line()

superbPlot 'line' layout

superbPlot.lineBand()

superbPlot 'lineBand' layout

superbPlot.pointjitter()

superbPlot point-and-jitter dots layout

superbPlot.pointjitterviolin()

superbPlot point, jitter and violin plot layout

superbPlot.pointindividualline()

superbPlot point and individual-line layout for within-subject design

superbPlot.raincloud()

superbPlot 'raincloud' layout

superbPlot.halfwidthline()

superbPlot 'halfwidthline' layout

Statistics

Some statistics that can be plotted with superb

hmean() gmean() MAD() fisherskew() pearsonskew() fisherkurtosis()

Additional summary statistics

SE.mean() CI.mean() SE.median() CI.median() SE.hmean() CI.hmean() SE.gmean() CI.gmean() SE.var() CI.var() SE.sd() CI.sd() SE.MAD() CI.MAD() SE.IQR() CI.IQR() SE.fisherskew() CI.fisherskew() SE.pearsonskew() CI.pearsonskew() SE.fisherkurtosis() CI.fisherkurtosis()

Precision measures

CIwithDF.mean()

Confidence intervals with custom degree of freedom

meanNArm() SE.meanNArm() CI.meanNArm()

Measures with missing data

bootstrapSE.mean() bootstrapPI.mean() bootstrapSE.median() bootstrapPI.median() bootstrapSE.hmean() bootstrapPI.hmean() bootstrapSE.gmean() bootstrapPI.gmean() bootstrapSE.var() bootstrapPI.var() bootstrapSE.sd() bootstrapPI.sd()

Bootstrapped measures of precision

Tests

Statistical tests and inferential statistics

CousineauLaurencelleLambda()

Cousineau-Laurencelle's lambda correction for cluster-randomized sampling

HyunhFeldtEpsilon()

Hyunh and Feldt's epsilon measure of sphericity

MauchlySphericityTest()

Mauchly's test of Sphericity

ShroutFleissICC1()

Shrout and Fleiss intra-class correlation functions

WelchDegreeOfFreedom()

Welch's rectified degree of freedom

WinerCompoundSymmetryTest()

Winer's test of compound symmetry

Transformations

Transformation functions

twoStepTransform()

two-step transform for subject centering and bias correction

subjectCenteringTransform()

subject-centering transform

biasCorrectionTransform()

bias-correction transform

poolSDTransform()

pooled standard deviation transform

Datasets

Examples of data sets

dataFigure1

Data for Figure 1

dataFigure2

Data for Figure 2

dataFigure3

Data for Figure 3

dataFigure4

Data for Figure 4

TMB1964r

Data of Tulving, Mandler, & Baumal, 1964 (reproduction of 2021)

Internals

Internal functions

runDebug()

runDebug

slope() extent() custom() Rexpression()

Effect description