Correlation Coefficient, Linear Regression, Regression Modeling, Multicollinearity, Nonlinear Regression.
interpretability of the regression coefficients. Combine the correlated variables: Instead of removing one of the correlated variables, you can also consider creating a new variable that is a linear combination of the correlated variables. For example, if you have two variables that measure similar