10.26731/2658-3704.2020.1(6).1-8
In the study of the patterns prevailing in the field of cybercrime, used statistical material of the department "K" of the State Ministry of Internal Affairs of Russia for the Irkutsk region. A thorough analysis of the statistical data was carried out, during which a number of particular problems were solved: by holding a model competition, the most adequate form of communication between independent variables from the set of its alternative variants was selected (their total number is several hundred), the numerical values of parameters were evaluated, the constructed model was verified based on the use of well-known quantitative criteria. In conducting this analysis, effective regression methods and appropriate software were used.
1. Draper N., Smith G. Applied regression analysis. M .: Finance and statistics. 1981. T. 1. 66 s., T. 2.351 s.
2. Noskov S.I. Technology for modeling objects with unstable functioning and data uncertainty. Irkutsk: Oblinformpechat. - 1996.320 s.
3. Noskov S.I., Baenkhaev A.V. Multiple estimation of linear regression equation parameters // Modern technologies. System analysis. Modeling. 2016. No. 3 (51). S. 133-138.
4. Noskov S. I., Bykova O. V., Nekipelova O. E., Sokolova L. E. A possible way to find a compromise solution in a linear programming problem with a vector objective function // Fundamental Research. 2014. No. 6-3. S. 502-505.
5. Noskov S.I. The criterion of "consistency of behavior" in the regression analysis // Modern technologies. System analysis. Modeling. 2013. No. 1 (37). S. 107-110.
6. Lakeev A.V., Noskov S.I. The least module method for linear regression: the number of zero approximation errors // Modern Technologies. System analysis. Modeling. 2012. No. 2 (34). S. 48-50.
7. Noskov S.I. The uniqueness problem of the Pareto-optimal solution in a linear programming problem with a vector objective function // Modern Technologies. System analysis. Modeling. 2011. No. S-4 (32). S. 283-285.
8. Noskov S.I. Point characterization of the Pareto set in a linear multicriteria problem // Modern Technologies. System analysis. Modeling. 2008. No. 1 (17). S. 99-101.
9. Noskov S.I. L-set in the multicriteria problem of estimating the parameters of regression equations // Information technologies and problems of mathematical modeling of complex systems. 2004. No. 1. S. 64-69.
10. Noskov S.I. Construction of econometric dependencies taking into account the criterion of “consistency of behavior” // Cybernetics and system analysis. 1994. No. 1. S. 177-181.
11. Rodivilin I.P. Crimes in the field of computer information: state, dynamics, trends, characteristics of the identity of the offender // Problems of modern Russian legislation. 2015.S. 310-312.
12. Rodivilin I.P. Digital inequality is a threat to the security of the Russian Federation // Problems of ensuring national security in the context of a changing geopolitical situation. 2017.S. 139-143.