Run variance inflation factor (VIF) selection on input covariates

Run variance inflation factor (VIF) selection on input covariates

Usage

vif_covariate_select(dataset, vif_cutoff = 5)

Arguments

dataset

data.frame-like object with named columns containing all covariates to consider in the VIF analysis.

vif_cutoff

(numeric(1)) Cutoff for maximum variance inflation factor in dataset

Value

data.table listing each variable, VIF in most recent round, and whether the indicator should be included or not