Before revision:  In practice, when the sample size is small compared to the number of variables, i.e. when considering a wide universe of assets over just a few years, this poses considerable challenges and the empirical estimate is known to be very unstable.
After revision:  In practice, when the sample size is small compared to the number of variables, the empirical estimate is known to be very unstable.