HORÁK, Jakub, Veronika MACHOVÁ, Tomáš KRULICKÝ and Valentina VYCHESLAVOVNA MANTULENKO. Data Evaluation: Results. Online. In Development of World Trade in the Context of the COVID-19 Pandemic. Neuveden: Springer Science and Business Media Deutschland GmbH, 2023, p. 67-173. ISBN 978-3-031-27259-2.
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Basic information
Original name Data Evaluation: Results
Authors HORÁK, Jakub (203 Czech Republic, guarantor, belonging to the institution), Veronika MACHOVÁ (203 Czech Republic, belonging to the institution), Tomáš KRULICKÝ (203 Czech Republic, belonging to the institution) and Valentina VYCHESLAVOVNA MANTULENKO.
Edition Neuveden, Development of World Trade in the Context of the COVID-19 Pandemic, p. 67-173, 107 pp. 2023.
Publisher Springer Science and Business Media Deutschland GmbH
Other information
Original language English
Type of outcome Chapter(s) of a specialized book
Field of Study 50200 5.2 Economics and Business
Country of publisher Germany
Confidentiality degree is not subject to a state or trade secret
Publication form electronic version available online
WWW URL
Organization unit Institute of Technology and Business in České Budějovice
ISBN 978-3-031-27259-2
Keywords in English Economic crisis; Financial crisis; Covid-19; Energy; Food industry; World economy; Globalization; National markets; Export Import; Global trade; Russia; Czech Republic; Pandemic; Resources; Balance of trade; Engineering; Automotive industry
Changed by Changed by: Barbora Kroupová, učo 25655. Changed: 21/7/2023 13:37.
Abstract
The chapter dealing with the data evaluation analyses in detail the achieved results within the activities performed to achieve the set goal of the publication. The values of balance of trade, export, and import are calculated for Russia and the Czech Republic on the basis of the data available for more than 27 years. For the calculations, the novel and innovative method of artificial neural networks is used. The seasonal effect (lag) of the time series is considered in the form of experiments. Tens of thousands of neural structures are trained, out of which those with the best characteristics are selected. Their ability to copy the development of a given variable and predict it is analysed in detail. This chapter is supplemented by many graphs that provide a complex analysis of the development of trade between the CR and Russia.
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