C 2023

Data Evaluation: Results

HORÁK, Jakub, Veronika MACHOVÁ, Tomáš KRULICKÝ and Valentina VYCHESLAVOVNA MANTULENKO

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

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.