Forecasting the results of innovative activity taking into account significant factors in the regions of Russia

Abstract

Topical issues of enhancing innovative activity in regions of Russia are studied using the LASSO method for ranking various factors in terms of their impact on the release of innovative products in a particular region. It has been shown that, when developing national concepts of socioeconomic development, it must necessarily be taken into account that it is wrong to focus on average regions as regional specific features. The forecast calculations of the volume of innovative goods, works, and services have been carried out for the most important regions of the Siberian Federal District. Urgent problems of innovative activity have been identified for regions of Russia with different levels of development.