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 ggExtra 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().

For more documentation, see the dedicated Website.

Author(s)

Maintainer: Indrajeet Patil patilindrajeet.science@gmail.com (ORCID) (@patilindrajeets) [copyright holder]

See Also

Useful links:

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

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

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