Skip to contents

Plot a MAIHDA Model Comparison

Source: R/compare_maihda.R
plot.maihda_comparison.Rd

Plots VPC/ICC across the models compared by compare_maihda. Dispatched via plot() on the classed result.

Usage

# S3 method for class 'maihda_comparison'
plot(x, ...)

Arguments

x

A maihda_comparison object from compare_maihda.

...

Additional arguments (not used).

Value

A ggplot2 object.

Examples

# \donttest{
strata <- make_strata(maihda_sim_data, vars = c("gender", "race"))

null_model <- fit_maihda(health_outcome ~ 1 + (1 | stratum), data = strata$data)
adj_model  <- fit_maihda(health_outcome ~ age + (1 | stratum), data = strata$data)

comparison <- compare_maihda(null_model, adj_model, bootstrap = TRUE)
#> boundary (singular) fit: see help('isSingular')
#> boundary (singular) fit: see help('isSingular')
#> boundary (singular) fit: see help('isSingular')
#> boundary (singular) fit: see help('isSingular')
#> boundary (singular) fit: see help('isSingular')
#> boundary (singular) fit: see help('isSingular')
#> boundary (singular) fit: see help('isSingular')
#> boundary (singular) fit: see help('isSingular')
#> boundary (singular) fit: see help('isSingular')
plot(comparison)

# }