interpret_vif function

Interpret the Variance Inflation Factor (VIF)

Interpret VIF index of multicollinearity.

interpret_vif(vif, rules = "default")

Arguments

• vif: Value or vector of VIFs.
• rules: Can be "default" or a custom set of rules().

Rules

• Default

  • VIF \< 5 - Low
  • 5 \<= VIF \< 10 - Moderate
  • VIF \>= 10 - High

Examples

interpret_vif(c(1.4, 30.4))