Detailed Information on Publication Record
2023
Data Evaluation: Results
HORÁK, Jakub, Veronika MACHOVÁ, Tomáš KRULICKÝ and Valentina VYCHESLAVOVNA MANTULENKOBasic 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
Language
English
Type of outcome
Kapitola resp. kapitoly v odborné knize
Field of Study
50200 5.2 Economics and Business
Country of publisher
Germany
Confidentiality degree
není předmětem státního či obchodního tajemství
Publication form
electronic version available online
References:
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
Změněno: 21/7/2023 13:37, Barbora Kroupová
Abstract
V originále
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.