Type I error rate vs confounding strength — plot_type1_vs_conf • iconic

Type I error rate vs confounding strength

Usage

plot_type1_vs_conf(
  t1e_df,
  methods = iconic_method_order,
  alpha = 0.05,
  title = "Type I Error Rate vs Confounding Strength"
)

Arguments

t1e_df: Data frame returned by sweep_null_by_conf().
methods: Methods to plot. Default: all five.
alpha: Nominal significance level. Default 0.05.
title: Plot title.

Value

Invisibly returns NULL; called for the side effect of drawing Type I error vs confounding strength.

Examples

t1e <- sweep_null_by_conf(c(0.5, 0.8), n_iter = 2, n_samples = 100,
  n_features = 5)
plot_type1_vs_conf(t1e)