Multicollinearity and F-stat
In one of Qbank questions' correction, the following is stated:
"Multicollinearity refers to independent variables that are correlated with each other. Multicollinearity causes standard errors for the regression coefficients to be too high, which, in turn, causes the t-statistics to be too low. However,multicollinearity has no effect on the F-statistic. "
I know that one way to detect multicollinearity is to see Low t-stats with HIGH F-stats. but they're saying that it has no effect on F-stat. It's all over the Schweser notes that a result of multicollinearity is high F-stat.
Am I missing something? Is there a special case? Or is this another bad Qbank question? |