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ggstatsplot

'ggplot2' Based Plots with Statistical Details

Extension of 'ggplot2', 'ggstatsplot' creates graphics with details from statistical tests included in the plots themselves. It provides an easier syntax to generate information-rich plots for statistical analysis of continuous (violin plots, scatterplots, histograms, dot plots, dot-and-whisker plots) or categorical (pie and bar charts) data. Currently, it supports the most common types of statistical approaches and tests: parametric, nonparametric, robust, and Bayesian versions of t-test/ANOVA, correlation analyses, contingency table analysis, meta-analysis, and regression analyses.

Functions (34)

Titanic_full

Titanic dataset.

VR_dilemma

Virtual reality moral dilemmas.

aesthetic_addon

Making aesthetic modifications to the plot

bugs_long

Tidy version of the "Bugs" dataset.

bugs_wide

Wide-format version of the "Bugs" dataset.

centrality_ggrepel

Adding labels for mean values.

combine_plots

Combining and arranging multiple plots in a grid

ggbarstats

Bar (column) charts with statistical tests

ggbetweenstats

Box/Violin plots for group or condition comparisons in between-subjects designs.

ggcoefstats

Dot-and-whisker plots for regression analyses

ggcoefstats_label_maker

Create labels with statistical details for ggcoefstats

ggcorrmat

Visualization of a correlation matrix

ggdotplotstats

Dot plot/chart for labeled numeric data.

gghistostats

Histogram for distribution of a numeric variable

ggpiestats

Pie charts with statistical tests

ggscatterstats

Scatterplot with marginal distributions and statistical results

ggsignif_adder

Adding geom_signif to ggplot

ggstatsplot-package

ggstatsplot: 'ggplot2' Based Plots with Statistical Details

ggwithinstats

Box/Violin plots for group or condition comparisons in within-subjects (or repeated measures) designs.

grouped_ggbarstats

Grouped bar (column) 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.

grouped_list

Split dataframe into a list by grouping variable.

histo_labeller

Custom function for adding labeled lines for x-axis variable.

iris_long

Edgar Anderson's Iris Data in long format.

movies_long

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

movies_wide

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

reexports

Objects exported from other packages

theme_ggstatsplot

Default theme used in all ggstatsplot package plots

ggstatsplot

'ggplot2' Based Plots with Statistical Details

v0.7.2

GPL-3 | file LICENSE

Authors

Indrajeet Patil [cre, aut, cph] (<https://orcid.org/0000-0003-1995-6531>, @patilindrajeets)

Initial release

ggstatsplot

Functions (34)

ggstatsplot

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