Perfect multicollinearity
Posted: Thu Feb 28, 2013 1:31 pm
Hi there
OK, I guess this will be a first...
I have been running some simple pooled OLS regressions where I have a variety of different dependent variables (financial risk) and the exact SAME specification of regressors on the right hand side (including country dummies, year dummies and industry dummies). Here's the "interesting" part: Regressions run fine overall and suddenly I get a non-singular matrix message when the dependent variable is firm beta. My question is, how is it possible to get perfect multicollinearity in the regressors according to what the regressand is??? It makes no sense at all.
The sample is the same at all times. Any ideas welcome as this is particularly perplexing for me. Many thanks.
OK, I guess this will be a first...
I have been running some simple pooled OLS regressions where I have a variety of different dependent variables (financial risk) and the exact SAME specification of regressors on the right hand side (including country dummies, year dummies and industry dummies). Here's the "interesting" part: Regressions run fine overall and suddenly I get a non-singular matrix message when the dependent variable is firm beta. My question is, how is it possible to get perfect multicollinearity in the regressors according to what the regressand is??? It makes no sense at all.
The sample is the same at all times. Any ideas welcome as this is particularly perplexing for me. Many thanks.