multi- collinearity
Posted: Mon Jan 05, 2015 4:26 pm
Hi,
I'm estimating a regression with 10 independent variables. When I run the regression I get a message "near singular matrix". I reviewed other posts on this message and I realized it shows multi collinearity and I need to check VIF test. But how can I do that? Because I need to estimate regression first and then run VIF test! However, as I said Eviews 8 prevent to estimate the equation with getting that message"near singular matrix". Also, i read in one post dropping the colineared variable is a big mistake, then after finding collineared variables how can I fix this problem? I would greatly appreciate any help.
I'm estimating a regression with 10 independent variables. When I run the regression I get a message "near singular matrix". I reviewed other posts on this message and I realized it shows multi collinearity and I need to check VIF test. But how can I do that? Because I need to estimate regression first and then run VIF test! However, as I said Eviews 8 prevent to estimate the equation with getting that message"near singular matrix". Also, i read in one post dropping the colineared variable is a big mistake, then after finding collineared variables how can I fix this problem? I would greatly appreciate any help.