ggplot.resi {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 class 'resi'
ggplot(data, mapping, alpha = NULL, error.bars = TRUE, ..., environment)

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

Value

Returns a ggplot of RESI point estimates

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))