Correlation Coefficient, Linear Regression, Regression Modeling, Multicollinearity, Nonlinear Regression.
When building any regression model, it is important to establish the presence and extent of any multicollinearity between independent variables. To detect multicollinearity in a regression model, you can calculate the correlation matrix between the independent variables. A correlation coefficient