Our results show that, in typical econometric problems where the errors can be heteroskedastic and skewed, the Mbw-estimates are difficult to interpret and can be very misleading. Therefore, the use of the Mbw-estimator in econometrics cannot be generally recommended, and it certainly should not be routinely used as an alternative to OLS.