tl_test_interactions: Test for significant interactions between variables

In tidylearn: A Unified Tidy Interface to R's Machine Learning Ecosystem

Test for significant interactions between variables

Description

Test for significant interactions between variables

Usage

tl_test_interactions(
  data,
  formula,
  var1 = NULL,
  var2 = NULL,
  all_pairs = FALSE,
  categorical_only = FALSE,
  numeric_only = FALSE,
  mixed_only = FALSE,
  alpha = 0.05
)

Arguments

data	A data frame containing the data
formula	A formula specifying the base model without interactions
var1	First variable to test for interactions
var2	Second variable to test for interactions (if NULL, tests var1 with all others)
all_pairs	Logical; whether to test all variable pairs
categorical_only	Logical; whether to only test categorical variables
numeric_only	Logical; whether to only test numeric variables
mixed_only	Logical; whether to only test numeric-categorical pairs
alpha	Significance level for interaction tests

Value

A data frame with interaction test results

tidylearn documentation built on Feb. 6, 2026, 5:07 p.m.