What are the Challenges in Using Multiple Regression in Nanotechnology?
Despite its usefulness, there are several challenges in applying multiple regression in nanotechnology:
Complex Interactions: Nanomaterials often exhibit complex interactions between variables, making it difficult to capture all the nuances in a regression model. Multicollinearity: When independent variables are highly correlated, it can lead to multicollinearity, which complicates the interpretation of the model. Data Quality: High-quality, precise data are essential for reliable regression models, and obtaining such data in nanotechnology can be challenging.
