pliers.diagnostics.variance_inflation_factors

pliers.diagnostics.variance_inflation_factors(df)[source]

Computes the variance inflation factor (VIF) for each column in the df. Returns a pandas Series of VIFs

Parameters

df – pandas DataFrame with columns to run diagnostics on