What are the Challenges in Using Multiple Regression for Catalysis?
While multiple regression is a powerful tool, it comes with challenges. One major challenge is multicollinearity, where independent variables are highly correlated, making it difficult to isolate their individual effects. Another issue is the non-linearity of catalytic reactions, which may require advanced techniques like polynomial regression or machine learning methods to capture complex relationships.
