ggstatsplot-package: ggstatsplot: 'ggplot2' Based Plots with Statistical Details

In ggstatsplot: 'ggplot2' Based Plots with Statistical Details

ggstatsplot: 'ggplot2' Based Plots with Statistical Details

Description

{ggstatsplot} is an extension of {ggplot2} package. It creates graphics with details from statistical tests included in the plots themselves. It provides an easier API 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 tests: parametric, nonparametric, robust, and Bayesian versions of t-test/ANOVA, correlation analyses, contingency table analysis, meta-analysis, and regression analyses.

Details

ggstatsplot

The main functions are:

• ggbetweenstats() function to produce information-rich comparison plot between different groups or conditions with {ggplot2} and details from the statistical tests in the subtitle.

• ggwithinstats() function to produce information-rich comparison plot within different groups or conditions with {ggplot2} and details from the statistical tests in the subtitle.

• ggscatterstats() function to produce {ggplot2} scatterplots along with a marginal distribution plots from {ggside} package and details from the statistical tests in the subtitle.

• ggpiestats() function to produce pie chart with details from the statistical tests in the subtitle.

• ggbarstats() function to produce stacked bar chart with details from the statistical tests in the subtitle.

• gghistostats() function to produce histogram for a single variable with results from one sample test displayed in the subtitle.

• ggdotplotstats() function to produce Cleveland-style dot plots/charts for a single variable with labels and results from one sample test displayed in the subtitle.

• ggcorrmat() function to visualize the correlation matrix.

• ggcoefstats() function to visualize results from regression analyses.

• combine_plots() helper function to combine multiple {ggstatsplot} plots using patchwork::wrap_plots().

References: Patil (2021) \Sexpr[results=rd]{tools:::Rd_expr_doi("10.21105/joss.03236")}.

For more documentation, see the dedicated Website.

Author(s)

Maintainer: Indrajeet Patil [e-mail] (ORCID) (@patilindrajeets) [copyright holder]

Other contributors:

• Chuck Powell [e-mail] (ORCID) [contributor]

See Also

Useful links:

• https://indrajeetpatil.github.io/ggstatsplot/

• https://github.com/IndrajeetPatil/ggstatsplot

• Report bugs at https://github.com/IndrajeetPatil/ggstatsplot/issues

ggstatsplot documentation built on Sept. 11, 2024, 7:48 p.m.