Correlation Coefficient, Linear Regression, Regression Modeling, Multicollinearity, Nonlinear Regression.
important to use appropriate statistical techniques that take the non-linearity into account. If linear techniques are used on non-linear data, the results may be misleading or incorrect. Therefore, identifying non-linear relationships is crucial to accurately analyze the relationship between the