What exactly happens in least squares estimation when two predictors are almost perfectly or perfectly correlated?

34 Views Asked by At

So I know in statistical software in linear regression, when two predictors are highly correlated, the software can't give you any results.

What exactly is the cause of this? Is it because there can be too many solutions?

Thanks