Correlation Coefficient, Linear Regression, Regression Modeling, Multicollinearity, Nonlinear Regression.
Difficulty in interpreting coefficients: Multicollinearity can make it difficult to interpret the coefficients of the independent variables, since the coefficients may reflect the combined effect of the highly correlated variables rather than the individual effect of each variable. Overfitting the