Before revision:  Further, the general improvement in the statistical accuracy which we observed supports the applicability of the normalization process used to limit the inclusion of the countries in the database for which the illicit financial flows are not substantial.
After revision:  Further, the general improvement in the statistical accuracy which we observed supports the applicability of the two stage normalization in filtering out countries from database for which the illicit financial flows are not substantial.