plot_raincloud: Raincloud plot for hrest objects

In besthr: Generating Bootstrap Estimation Distributions of HR Data

Raincloud plot for hrest objects

Description

Creates a unified raincloud visualization combining:

• Jittered raw data points

• Half-violin density plots

• Mean with confidence interval as pointrange

Usage

plot_raincloud(
  hrest,
  theme = "modern",
  colors = "okabe_ito",
  config = NULL,
  show_bootstrap = TRUE,
  jitter_width = 0.15,
  point_size = 1.5
)

Arguments

hrest	An hrest object from estimate
theme	the visual theme to use. Either "modern" (default) or "classic"
colors	the color palette to use. Either "okabe_ito" (default), "default", or "viridis"
config	an optional besthr_plot_config object for advanced customization. If provided, theme and colors parameters are ignored.
show_bootstrap	Ignored (kept for backward compatibility).
jitter_width	Numeric width of jitter for data points. Default 0.15.
point_size	Numeric size for jittered points. Default 1.5.

Details

This provides an alternative to the standard two-panel besthr plot, combining all information in a single comprehensive visualization.

Value

A ggplot object

Examples

d <- make_data()
hr <- estimate(d, score, group)
plot_raincloud(hr)

besthr documentation built on March 18, 2026, 5:08 p.m.