interpret_vif: Interpret the Variance Inflation Factor (VIF)

In effectsize: Indices of Effect Size

Interpret the Variance Inflation Factor (VIF)

Description

Interpret VIF index of multicollinearity.

Usage

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))

effectsize documentation built on Sept. 14, 2023, 5:07 p.m.