Hypothesis about group differences

ggbetweenstats()

Box/Violin plots for between-subjects comparisons

ggwithinstats()

Box/Violin plots for within-subjects (or repeated measures) comparisons

gghistostats()

Histogram for distribution of a numeric variable

ggdotplotstats()

Dot plot/chart for labeled numeric data.

Hypothesis about correlation

ggscatterstats()

Scatterplot with marginal distributions and statistical results

ggcorrmat()

Visualization of a correlation matrix

Hypothesis about composition of categorical variables

ggpiestats()

Pie charts with statistical tests

ggbarstats()

Bar (column) charts with statistical tests

Hypothesis about regression coefficients

ggcoefstats()

Dot-and-whisker plots for regression analyses

Grouped variants of primary functions

Convenience functions to run the main functions repeatedly across all levels of a single grouping variable

grouped_ggbarstats()

Grouped bar charts with statistical tests

grouped_ggbetweenstats()

Violin plots for group or condition comparisons in between-subjects designs repeated across all levels of a grouping variable.

grouped_ggcorrmat()

Visualization of a correlalogram (or correlation matrix) for all levels of a grouping variable

grouped_ggdotplotstats()

Grouped histograms for distribution of a labeled numeric variable

grouped_gghistostats()

Grouped histograms for distribution of a numeric variable

grouped_ggpiestats()

Grouped pie charts with statistical tests

grouped_ggscatterstats()

Scatterplot with marginal distributions for all levels of a grouping variable

grouped_ggwithinstats()

Violin plots for group or condition comparisons in within-subjects designs repeated across all levels of a grouping variable.

Reexported functions

Useful functions re-exported from other packages.

reexports

Objects exported from other packages

Helper functions

Statistics and graphics-related helpers in ggstatsplot

extract_stats()

Extracting dataframes with statistical details from ggstatsplot

theme_ggstatsplot()

Default theme used in ggstatsplot

combine_plots()

Combining and arranging multiple plots in a grid

Data

Datasets included in the package.

movies_long

Movie information and user ratings from IMDB.com (long format).

Titanic_full

Titanic dataset.

iris_long

Edgar Anderson's Iris Data in long format.

VR_dilemma

Virtual reality moral dilemmas.

bugs_wide

Wide-format version of the "Bugs" dataset.

bugs_long

Tidy version of the "Bugs" dataset.

Package information

ggstatsplot-package

ggstatsplot: 'ggplot2' Based Plots with Statistical Details