Computes variance inflation factors for all variables in a data frame and returns them in a tidy format, sorted by VIF in descending order.
Arguments
- x
Data frame with numeric predictors for which to compute VIF values.
Value
Data frame with two columns: variable (character, variable names) and vif (numeric, VIF scores), sorted by VIF in descending order.
See also
Other utilities:
auc(),
beowulf_cluster(),
objects_size(),
optimization_function(),
prepare_importance_spatial(),
rescale_vector(),
root_mean_squared_error(),
setup_parallel_execution(),
standard_error(),
statistical_mode(),
thinning(),
thinning_til_n()