I make a comparison on ridge regression and OLS using simulation.
As i set my correlation as 0.9, which is high, i expect the standard error of ridge regression to be low. However, it is not. Different on the coefficient of the ridge regression, it is always lower than OLS. Why does the standard error does not becoming lower than OLS? Don't the coefficient affect the standard error?
I am using R to make my simulation.