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Information × Registration Number 0223U000657, 0122U000783 , R & D reports Title Modeling mechanisms for de-shadowing and de-corumping the economy to ensure national security: the impact of the financial behavioral patterns transformation popup.stage_title Head Boiko Anton O., Доктор економічних наук Registration Date 17-01-2023 Organization Sumy State University popup.description2  Scientific and technical production involves the formation of information and mathematical support for the identification and assessment of specific economic relations that arise in the process of corruption and shadowing of the economy based on the use of technologies and methods of intellectual data analysis. In the research process, methods of bibliometric analysis were used (using VOSviewer v.1.6.10 and SciVal by Elsevier tools), methods of economic and mathematical modeling (regression model based on panel data, canonical analysis, cluster analysis, multivariate adaptive regression splines, vector autoregression model ). Scientific and technical products provide the following new scientific and applied results: 1) a scientific and methodological approach to assessing the influence of monetary instruments on the volume of corruption transactions in the economy by building a vector-autoregression model has been developed.; 2) the methodical approach to cause-and-effect and convergent relations between corruption and the tinization of the economy has been improved through a systematic combination of cluster, dispersion and canonical analysis methods; 3) improved the methodological basis for determining significant institutional, economic and social factors influencing corruption and the shadow economy by constructing multidimensional adaptive regression splines; 4) for the first time, a scientific and methodological approach was developed for the assessment of the transmission effects between digitalization, decommissioning and economic growth by building a model based on balanced panel data Product Description popup.authors Bozhenko Andrii S. Bozhenko Viktoriia V. Boiko Anton O. Herasimenko Valeria V. Humenna Yuliia H. Kushnerov Oleksandr S. Mynenko Serhii V. Pigul Eugene I. Pasko Denys V. Petrenko Karina Yu. popup.nrat_date 2023-01-17 Close