A dot chart (as described by William S. Cleveland) with statistical details from one-sample test included in the plot as a subtitle.
ggdotplotstats( data, x, y, xlab = NULL, ylab = NULL, title = NULL, subtitle = NULL, caption = NULL, type = "parametric", test.value = 0, bf.prior = 0.707, bf.message = TRUE, effsize.type = "g", conf.level = 0.95, nboot = 100, tr = 0.1, k = 2, results.subtitle = TRUE, point.args = list(color = "black", size = 3, shape = 16), centrality.plotting = TRUE, centrality.k = 2, centrality.line.args = list(color = "blue", size = 1), centrality.label.args = list(color = "blue", size = 3), ggplot.component = NULL, ggtheme = ggplot2::theme_bw(), ggstatsplot.layer = TRUE, output = "plot", ... )
data | A dataframe (or a tibble) from which variables specified are to be taken. A matrix or tables will not be accepted. |
---|---|
x | A numeric variable from the dataframe |
y | Label or grouping variable. |
xlab | Labels for |
ylab | Labels for |
title | The text for the plot title. |
subtitle | The text for the plot subtitle. Will work only if
|
caption | The text for the plot caption. |
type | Type of statistic expected ( |
test.value | A number specifying the value of the null hypothesis
(Default: |
bf.prior | A number between |
bf.message | Logical that decides whether to display Bayes Factor in
favor of the null hypothesis. This argument is relevant only for
parametric test (Default: |
effsize.type | Type of effect size needed for parametric tests. The
argument can be |
conf.level | Scalar between 0 and 1. If unspecified, the defaults return
|
nboot | Number of bootstrap samples for computing confidence interval
for the effect size (Default: |
tr | Trim level for the mean when carrying out |
k | Number of digits after decimal point (should be an integer)
(Default: |
results.subtitle | Decides whether the results of statistical tests are
to be displayed as a subtitle (Default: |
point.args | A list of additional aesthetic arguments passed to
|
centrality.plotting | Logical that decides whether centrality tendency measure
is to be displayed as a point with a label (Default: |
centrality.k | Integer denoting the number of decimal places expected
for centrality parameter label. (Default: |
centrality.line.args | A list of additional
aesthetic arguments to be passed to the |
centrality.label.args | A list of additional
aesthetic arguments to be passed to the |
ggplot.component | A |
ggtheme | A function, |
ggstatsplot.layer | Logical that decides whether |
output | If |
... | Currently ignored. |
https://indrajeetpatil.github.io/ggstatsplot/articles/web_only/ggdotplotstats.html
# \donttest{ # for reproducibility set.seed(123) # plot ggdotplotstats( data = ggplot2::mpg, x = cty, y = manufacturer, test.value = 15, test.value.line = TRUE, test.line.labeller = TRUE, centrality.parameter = "median", centrality.k = 0, title = "Fuel economy data", xlab = "city miles per gallon", caption = substitute( paste(italic("Source"), ": EPA dataset on http://fueleconomy.gov") ) )# }