(eng): A new tool for the identification of regression model is proposed and its properties are established. The key importance of the new tool is that it is able to solve still not very well-known problem of diversity of estimates. Main idea of the proposal is the application of weighted Hellinger distance on the estimates of the density of disturbances. The estimates of density are evaluated for an appropriate (e.g. geometrically determined)division of observations.