Model assessment of the effectiveness of innovation in enterprises of Dagestan

The article is devoted to the study of innovative activities of the enterprise and the construction of a model for assessing the effectiveness of introducing innovations into production. The object of research is the enterprise of the Republic of Dagestan for the production and sale of non-alcoholic products. The main task is to determine the degree of influence on the economic efficiency of those factors whose impact is most significant. Achieving this goal is carried out through the use of multivariate statistical analysis, i.e. methods of multivariate correlation analysis, allowing to identify the relationship between factors, and multivariate regression analysis, which resulted in a multivariate model. Based on the use of model-computer tools, a totality of those factors is identified whose change has a significant impact on the value of economic efficiency, which allowed us to exclude non-essential factors from the model, the influence of which can negatively affect the quality of the model.