RESI (version 1.2.4)

ggplot.resi: Plotting RESI Estimates and CIs

Description

This function uses ggplot2 graphics to plot robust effect size (RESI) estimates and confidence intervals from `resi`, `summary_resi`, and `anova_resi` objects.

Usage

# S3 method for resi
ggplot(data, mapping, alpha = NULL, error.bars = TRUE, ..., environment)

Value

Returns a ggplot of RESI point estimates

Arguments

data

Object of `resi`, `summary_resi`, or `anova_resi` class

mapping

Ignored, included for consistency with `ggplot` generic

alpha

Numeric, desired alpha level for confidence intervals

error.bars

Logical, whether to include end caps on the confidence intervals. Default = `TRUE`

...

Ignored

environment

Ignored, included for consistency with `ggplot` generic

Examples

# create a resi object
resi_obj <- resi(lm(charges ~ region * age + bmi + sex, data = RESI::insurance),
nboot = 10)

# plot ANOVA table
ggplot2::ggplot(anova(resi_obj))