R/ggstatsplot-package.R
ggstatsplot-package.Rd
ggstatsplot
is an extension of 'ggplot2', 'ggstatsplot'
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.
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 histograms/boxplots/density
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_plots2
helper function to combine
multiple ggstatsplot
plots using cowplot::plot_grid()
with a
combination of title, caption, and annotation label.
For more documentation, see the dedicated Website.
Useful links:
Maintainer: Indrajeet Patil patilindrajeet.science@gmail.com (ORCID) (@patilindrajeets) [copyright holder]