Plot the model residual — plot_residual

Visualize balance of variables between treatment and control groups. Balance plot reflects balance in standardized units.

Usage

plot_residual_density(.model)

Arguments

.model: a model produced by `bartCause::bartc()`

Value

ggplot object

Author

George Perrett & Joseph Marlo

Examples

# \donttest{
data(lalonde)
confounders <- c('age', 'educ', 'black', 'hisp', 'married', 'nodegr')
model_results <- bartCause::bartc(
 response = lalonde[['re78']],
 treatment = lalonde[['treat']],
 confounders = as.matrix(lalonde[, confounders]),
 estimand = 'ate',
 commonSup.rule = 'none'
)
#> fitting treatment model via method 'bart'
#> fitting response model via method 'bart'
plot_residual_density(model_results)

# }