plot_comparison: Plot Model Comparison

In MAIHDA: Multilevel Analysis of Individual Heterogeneity and Discriminatory Accuracy

Plot Model Comparison

Description

Creates a plot comparing VPC/ICC across multiple models.

Usage

plot_comparison(comparison_df)

Arguments

comparison_df

A data frame from compare_maihda().

Value

A ggplot2 object.

Examples

# Create strata and models using simulated data
strata_1 <- make_strata(maihda_sim_data, vars = c("gender", "race"))
strata_2 <- make_strata(maihda_sim_data, vars = c("gender", "race", "education"))

model1 <- fit_maihda(health_outcome ~ age + (1 | stratum), data = strata_1$data)
model2 <- fit_maihda(health_outcome ~ age + gender + (1 | stratum), data = strata_2$data)

comparison <- compare_maihda(model1, model2, bootstrap = TRUE)
plot_comparison(comparison)

MAIHDA documentation built on April 5, 2026, 5:06 p.m.