Modelling of the Impact of Socio-Demographic Indicators on the Gross National Income by CORAL GMDH
Olena Tutova, Yevgeniya Savchenko-Synyakova, Halyna A. Pidnebesna · 2021 IEEE 16th International Conference on Computer Sciences and Information Technologies (CSIT) · 2021
The inductive approach algorithm CORAL GMDH was applied in order to solve the problem of recovering of gaps in data, modelling, and forecasting of impact of socio-demographic indicators on the gross national income in Ukraine. The advantage of this algorithm is selection of arguments in the model, which are often included in the best models for different options for dividing the training sample of data, ie they have the highest rating. Based on the obtained models, recommendations for the impact on the level of human capital development in the country have been developed.