HORÁK, Jakub, Veronika MACHOVÁ, Tomáš KRULICKÝ and Valentina VYCHESLAVOVNA MANTULENKO. Methodology. Online. In Development of World Trade in the Context of the COVID-19 Pandemic. Neuveden: Springer Science and Business Media Deutschland GmbH, 2023, p. 61-65. ISBN 978-3-031-27259-2.
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Basic information
Original name Methodology
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. 61-65, 5 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 13:41.
Abstract
Abstract The chapter that focuses on methodology describes the structure of the data that provide a background for the research. Specifically, these are monthly data concerning the volume of export, import, and balance of trade between Russia and the Czech Republic for a specific period, or more precisely, for more than 27 years. In addition to the specification of the data set, this chapter also describes the methods used and the process based on which the results are obtained. As the main tool, the method of artificial neural networks is used, specifically, the multilayer perceptron (MLP) as one of the most commonly used networks in practice, and one of the latest models of neural networks, a three-layer feedforward neural network RBF.
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