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Forecasting of foreign trade indicators for industrial products between Ukraine and JapanПрогнозування показників зовнішньої торгівлі промислової продукції між Україною та Японією

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Abstract

Analysis, evaluate and forecast the development of foreign economic relations between Ukraine and Japan. Studies of scientific problems related to the intensification of Ukrainian-Japanese cooperation in the foreign economic sphere were carried out using critical and scientific analysis, methods of scientific generalization and systematization, induction and deduction. To predict the volume of exports of domestic products to Japan, the following adaptive methods for forecasting: Holt model, Holt-Muir model were used. Since there are significant fluctuations in the series of dynamics (imports volume), we revealed abnormal values of the series. To detect anomalous values of the series, the Irwin method is used. The obtained results made it possible to draw a conclusion about the existing trends of further growth in the volume of export and import of industrial goods between Ukraine and Japan despite the conditions of the war. The analysis and forecast of exports to Japan indicate not only the aggressiveness of international marketing of Japanese entrepreneurs but also reflects the shortcomings of Ukrainian business - cannot or does not want to focus on the production and export of labor-intensive industrial products with higher value added. Despite the localization of active hostilities, Ukraine's economic prospects remain extremely uncertain and depend on the duration of the war. In general, in order to support the export of traditional industrial goods (metal products. machinery and chemical products) to Japan, Ukraine needs to create an effective state policy of innovative development of domestic industry. The adaptive forecasting models presented in the article reproduce the dynamics of foreign trade relations between Ukraine and Japan. Unlike the existing ones, they are the most adequate forecasting tool in conditions of limited information and uncertainty. The results of the research presented in this work can be applied in practice for the analysis, evaluation and forecast of the development of foreign economic relations between the countries of the world.

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Ukraine and the countries of East, South-East and South Asia: results in 2020 and prospects of development
  • A Honcharuk
  • O Drobotiuk
  • V Kiktenko
Honcharuk A., Drobotiuk O. & Kiktenko V. (2020) Ukraine and the countries of East, South-East and South Asia: results in 2020 and prospects of development. Kyiv: NISD. DOI: https://doi.org/10.53679/NISS-analytrep.2021.12
Foreign policy audit: Ukraine - Japan. Discussion note
  • M Bielieskov
Ukraine's foreign policy and economic priorities in Central, South and Southeast Asia
  • V Maiko
Maiko V. (2011) Ukraine's foreign policy and economic priorities in Central, South and Southeast Asia. Economic Journal -XXI, no. 9-10, pp. 3-7. Available at: http://dspace.nbuv.gov.ua/bitstream/handle/123456789/48025/01-Mayko. pdf?sequence=1
Foreign Trade of Ukraine: XXI Century: monograph
  • A Mazaraki
  • T Melnyk
  • N Iksarova
Mazaraki A., Melnyk T. & Iksarova N. (2016) Foreign Trade of Ukraine: XXI Century: monograph. Kyiv: KNEU. Available at: https://knute.edu.ua/file/MjExMzA=/71b98caa3e46dab7dd15e731093dbd4d.pdf # 9
Modeling of indicators of foreign trade of goods of Ukraine and Germany
  • O Marets
  • K Mykhalets
Marets O. & Mykhalets K. (2017) Modeling of indicators of foreign trade of goods of Ukraine and Germany. Scientific Bulletin of Mykolayiv National University named after V.O. Sukhomlynsky, no. 19, pp. 576-579. Available at: http://global-national.in.ua/archive/19-2017/111.pdf
Priority issues of Ukraine's policy towards Asian countries
  • A Honcharuk
  • O Mykal
  • A Kobzarenko
Honcharuk A., Mykal O. & Kobzarenko A. (2011) Priority issues of Ukraine's policy towards Asian countries. Analytical report. Kyiv: NISD. Available at: https://niss.gov.ua/doslidzhennya/mizhnarodni-vidnosini/prioritetnipitannya-politiki-ukraini-schodo-krain-azii
Directions for improvement of mechanism of customs regulation of international trade of Ukraine in free trade agreement
  • O Berezovska
Berezovska O. (2018) Directions for improvement of mechanism of customs regulation of international trade of Ukraine in free trade agreement. Scientific notes of TNU named after V.I. Vernadsky. Series: Public Administration, no. 29 (4), pp. 26-30. Available at: https://journals.indexcopernicus.com/api/file/viewByFileId/622871 11. State Statistics Service of Ukraine. Available at: http://www.ukrstat.gov.ua 12. Chandola V., Banerjee A. & Kumar V. (2009) Anomaly detection: A survey. ACM Computing Surveys (CSUR), no. 41 (3), pp. 1-58. DOI: https://dl.acm.org/doi/10.1145/1541880.1541882
Ukrainian-Japanese relations at the present stage. Scientific notes of students and graduate students
  • A Moshko
Forecasting of indicators of financial activity of the enterprise of housing and communal services using adaptive models. Bіznes-іnform
  • T C Klebanova
  • O O Rudachenko
Klebanova T. C. & Rudachenko O. O. (2015) Forecasting of indicators of financial activity of the enterprise of housing and communal services using adaptive models. Bіznes-іnform, no. 1, pp. 143-148. Available at: https://business-inform.net/export_pdf/business-inform-2015-1_0-pages-143_148.pdf 14. Kobets S. & Luzina A. (2019) Application of adaptive models for forecasting a net sales. Efektyvna ekonomika, no. 4. DOI: https://doi.org/10.32702/2307-2105-2019.4.40 UDC 339.5-338.27 JEL F18
Ukrainian-Japanese relations at the present stage. Scientific notes of students and graduate students
  • M Bielieskov
Bielieskov M. (2016) Foreign policy audit: Ukraine -Japan. Discussion note. Kyiv: Instytut svitovoi polityky. Available at: http://neweurope.org.ua/wp-content/uploads/2017/10/Audyt-zovnishnoyi-polityky_Ukr_YAponiya_ukr_inet.pdf 7. Moshko A. (2020) Ukrainian-Japanese relations at the present stage. Scientific notes of students and graduate students. International Relations Series, no. 5, pp. 242-251. Available at: https://eprints.oa.edu.ua/id/eprint/8285/1/28.pdf 8. Bilateral trade between Ukraine and Japan Product. Available at: https://japan.mfa.gov.ua/en/partnership/ trade-and-economic-cooperation/japan-ukraine-bilateral-trade