Correlation Coefficient, Linear Regression, Regression Modeling, Multicollinearity, Nonlinear Regression.
variable. Therefore, understanding the non-linear relationship can help to make more accurate predictions. Identifying important features: Non-linear relationships can reveal important features or characteristics of the data that may not be apparent in a linear relationship. For example, a