Should data be normalized before linear regression?
Score: 4.4/5 (74 votes) In regression analysis, you need to standardize the independent variables when your model contains polynomial terms to model curvature or interaction terms. ... This problem can obscure the statistical significance of model terms, produce imprecise coefficients, and make it m...