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A Statistical Analysis and Forecasting of the Components of the National Market of Foreign Exchange in the Conditions of the Russian Invasion of Ukraine
Korepanov O. S., Lazebnyk I. O., Chala T. G., Korniienko V. V.

Korepanov, Oleksiy S. et al. (2023) “A Statistical Analysis and Forecasting of the Components of the National Market of Foreign Exchange in the Conditions of the Russian Invasion of Ukraine.” Business Inform 1:31–39.
https://doi.org/10.32983/2222-4459-2023-1-31-39

Section: Economic statistics

Article is written in Ukrainian
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UDC 311.21:[336.74.021:005.521]:355.4.018(477-651.2:470-651.1)

Abstract:
The article focuses on determining the impact of the consequences of the russian invasion of Ukraine on macroeconomic stability and the exchange rate of the national currency. The relevance of the chosen topic is substantiated. The problems of assessing the negative consequences of the russian invasion of Ukraine are outlined, including: violation of general macroeconomic stability, significant fluctuations in foreign exchange markets and destabilization of the national currency. The study considers the theoretical and methodological foundations of the study of foreign exchange markets and analyzes global trends in the development of the global currency market. The structure of world currency reserves is analyzed according to the assessment of the currency composition of the official currency reserve (COFER) of the IMF. The analysis of the dynamics of average spreads of purchase and sale of reserve currencies against the US dollar for traditional and non-traditional reserve currencies is carried out. As a result of studying world trends, the main factors that affect fluctuations in the exchange rate of currencies are identified. The main problems regarding the functioning of the national currency market in the context of the hostilities in Ukraine are outlined, in particular, the existing inflationary processes are analyzed. The dynamics of currency interventions of the NBU for 2021-2022 is considered. The features (advantages) of the application and the results of using the singular spectral analysis (SSA) method for predicting fluctuations in the US dollar and Euro in the national foreign exchange market are presented. The practical implementation of this method was carried out using the CaterpillarSSA software product. Evaluation of the accuracy of the forecast is performed using the MAPE method. The obtained forecast errors (less than 6%) suggest that the constructed models are adequate and can be used for further research and recommendations. Thus, it can be concluded that for Ukraine the most important factors affecting the exchange rate are seasonality and successful trade policy of the government, which, in turn, largely depends on resource prices. The carried out research allowed to highlight the features and main aspects of the functioning of the foreign exchange market of Ukraine during the period of ongoing military aggression.

Keywords: foreign exchange market, war in Ukraine, national currency exchange rate, forecasting, statistical analysis.

Fig.: 4. Tabl.: 1. Bibl.: 19.

Korepanov Oleksiy S. – Doctor of Sciences (Economics), Professor, Professor, Department of Statistics, Accounting and Auditing, V. N. Karazin Kharkiv National University (4 Svobody Square, Kharkіv, 61022, Ukraine)
Email: [email protected]
Lazebnyk Iuliia O. – Doctor of Sciences (Economics), Professor, Professor, Department of Statistics, Accounting and Auditing, V. N. Karazin Kharkiv National University (4 Svobody Square, Kharkіv, 61022, Ukraine)
Email: [email protected]
Chala Tеtyana G. – Candidate of Sciences (Economics), Associate Professor, Associate Professor, Department of Statistics, Accounting and Auditing, V. N. Karazin Kharkiv National University (4 Svobody Square, Kharkіv, 61022, Ukraine)
Email: [email protected]
Korniienko Vladyslava V. – Master, Department of Statistics, Accounting and Audit, V. N. Karazin Kharkiv National University (4 Svobody Square, Kharkіv, 61022, Ukraine)
Email: [email protected]

List of references in article

Melnyk, L. M. “Chynnyky valiutnoho kursu ta yoho vplyv na ekonomichnu sytuatsiiu v Ukraini“ [Factors of the Exchange Rate and Its Impact on the Economic Situation in Ukraine]. Problemy ratsionalnoho vykorystannia sotsialno-ekonomichnoho ta pryrodno-resursnoho potentsialu rehionu: finansova polityka ta investytsii, no. 1 (2020): 46-55.
“Ofitsiinyi kurs valiut“ [Official Exchange Rate]. Ministerstvo Finansiv Ukrainy. https://minfin.com.ua
“Statystyka Natsionalnoho banku Ukrainy“ [Statistics of the National Bank of Ukraine]. https://bank.gov.ua/ua/statistic
Chyrka, D. M. “Valiutnyi kurs ta yoho vplyv na diialnist subiektiv hospodariuvannia“ [The Exchange Rate and Its Influence on the Activities of Business Entities]. Visnyk ZhDTU. Seriia «Ekonomichni nauky», no. 3 (2020): 201-203.
Shpeniuk, O. Ye. “Nestabilnist valiutnykh kursiv v umovakh hlobalizatsii“ [Instability of Exchange Rates in the Conditions of Globalization]. Ekonomika ta prohnozuvannia. 2011. http://eip.org.ua/docs/EP_11_4_64.pdf
Alessandria, G., and Choi, H. “The dynamics of the U. S. trade balance and real exchange rate: The J curve and trade costs“. Journal of International Economics, art. 103511, vol. 132 (2021). DOI: https://doi.org/10.1016/j.jinteco.2021.103511
Bordo, M. D., and McCauley, R. N. “Triffin: dilemma or myth?“ BIS Working Papers. 2017. https://www.bis.org/publ/work684.pdf
Chen, S., Sun, Y.-L., and Liu, Y. “Forecast of stock price fluctuation based on the perspective of volume information in stock and exchange market“. China Finance Review International, vol. 8, no. 3 (2018): 297-314. DOI: https://doi.org/10.1108/CFRI-08-2017-0184
Chen, Z. “The impact of trade and financial expansion on volatility of real exchange rate“. PLoS One, art. e0262230, vol. 17, no. 1 (2022). DOI: 10.1371/journal.pone.0262230
“Currency Composition of Official Foreign Exchange Reserve (COFER)“. International Monetary Fund. https://data.imf.org/?sk=E6A5F467-C14B-4AA8-9F6D-5A09EC4E62A4
Caldara, D. et al. “The Effect of the War in Ukraine on Global Activity and Inflation“. FEDs Notes. May 27, 2002. https://www.federalreserve.gov/econres/notes/feds-notes/the-effect-of-the-war-in-ukraine-on-global-activity-and-inflation-20220527.html
Gali, J., and Gertler, M. “Macroeconomic modeling for monetary policy evaluation“. Journal of Economic Perspectives, vol. 21, no. 4 (2017): 25-45. DOI: 10.1257/jep.21.4.25
Heinlein, R., and Krolzig, H.-M. “Monetary Policy and Exchange Rates: A Balanced Two-Country Cointegrated VAR Model Approach“. Macroeconomic Dynamics, vol. 25, no. 5 (2019): 1838-1874. DOI: https://doi.org/10.1017/S1365100517000475
Slusarczyk, B., Meyer, D. F., and Neethling, J. R. “An evaluation of the relationship between government bond yields, exchange rates and other monetary variables: the South African case. The South African case“. Journal of Contemporary Management, vol. 17, no. 2 (2020): 523-549. DOI: 10.35683/jcm20143.89
Remache, J. “A New International Monetary System Will Bring Great Global Financial Stability : Master's Thesis“. 2022. https://www.saintpeters.edu/wp-content/uploads/blogs.dir/270/files/2022/07/Joe-Remache-A-New-International-Monetary-System-will-bring-Great-Global-Financial-Stability.pdf
Oliinyk, O. et al. “Research Of Functional Changes In Foreign Exchange Rate EUR / UAH Under Conditions Of Economic Transformation In Ukraine“. Bulletin of Geography. Socio-economic Series, no. 48 (2020): 141-154. DOI: http://doi.org/10.2478/bog-2020-0018
Oliinyk, O., Ksendzuk, V., and Gordopolov, V. “Applying Analytical Supportin Foreign Exchange Policy as a Basis for Efficient Enterprise Management“. Studia Oeconomica Posnaniensia, vol. 7, no. 3 (2019): 115-133. DOI: 10.18559/SOEP.2019.3.7
Zhigljavsky, A. “Singular Spectrum Analysis for time series: Introduction to this special issue“. Statistics and Its Interface, vol. 3, no. 3 (2010): 255-258. DOI: 10.4310/SII.2010.v3.n3.a1
“World Bank Open Data“. https://data.worldbank.org/

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