Methodology

@inbook{68487,
   author = {Horák, Jakub and Machová, Veronika and Krulický, Tomáš and Vycheslavovna Mantulenko, Valentina},
   address = {Neuveden},
   booktitle = {Development of World Trade in the Context of the COVID-19 Pandemic},
   keywords = {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},
   howpublished = {elektronická verze "online"},
   language = {eng},
   location = {Neuveden},
   isbn = {978-3-031-27259-2},
   pages = {61-65},
   publisher = {Springer Science and Business Media Deutschland GmbH},
   title = {Methodology},
   url = {https://link-springer-com.ezproxy.techlib.cz/chapter/10.1007/978-3-031-27257-8_5},
   year = {2023}
}

TY  - CHAP
ID  - 68487
AU  - Horák, Jakub - Machová, Veronika - Krulický, Tomáš - Vycheslavovna Mantulenko, Valentina
PY  - 2023
TI  - Methodology
VL  - Neuveden
PB  - Springer Science and Business Media Deutschland GmbH
CY  - Neuveden
SN  - 9783031272592
KW  - Economic crisis
KW  - Financial crisis
KW  - Covid-19
KW  - Energy
KW  - Food industry
KW  - World economy
KW  - Globalization
KW  - National markets
KW  - Export Import
KW  - Global trade
KW  - Russia
KW  - Czech Republic
KW  - Pandemic
KW  - Resources
KW  - Balance of trade
KW  - Engineering
KW  - Automotive industry
UR  - https://link-springer-com.ezproxy.techlib.cz/chapter/10.1007/978-3-031-27257-8_5
N2  - 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.
ER  - 

HORÁK, Jakub, Veronika MACHOVÁ, Tomáš KRULICKÝ a Valentina VYCHESLAVOVNA MANTULENKO. Methodology. Online. In \textit{Development of World Trade in the Context of the COVID-19 Pandemic}. Neuveden: Springer Science and Business Media Deutschland GmbH, 2023, s.~61-65. ISBN~978-3-031-27259-2.