Type I error boxplot per method — plot_type1_boxplot • iconic

Type I error boxplot per method

Usage

plot_type1_boxplot(
  null_result,
  methods = iconic_method_order,
  conf_str = 0.8,
  alpha = 0.05
)

Arguments

null_result: Object returned by run_null_sim().
methods: Methods to include. Default: all five.
conf_str: Confounding strength used (for the title). Default 0.80.
alpha: Nominal significance level. Default 0.05.

Value

Invisibly returns NULL; called for the side effect of drawing a boxplot of Type I error rates.

Examples

null <- run_null_sim(n_iter = 2, n_samples = 100, n_features = 5)
plot_type1_boxplot(null)