How to deal with the dependent predictors in the regression ?

#1
My data have some high correlated predictors, so it fit worse in the linear regression. what regression methods are proposed to solve this multicollinearity so that we can improve the fit ?

Thank you for any comments :tup:
 

Dragan

Super Moderator
#2
My data have some high correlated predictors, so it fit worse in the linear regression. what regression methods are proposed to solve this multicollinearity so that we can improve the fit ?

Thank you for any comments :tup:

Did you try centering the predictors?