制裁下的俄罗斯金融体系统计研究

V. V. Narbut, V. Salin, E. P. Shpakovskaya
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The article is devoted to the statistical assessment of the impact of sanctions on the Russian financial system in 2022 and 2023.   The purpose of research paper is to identify the situation on the currency, money and credit, debt market, as well as in the budgetary sphere, to assess the relationship between the dynamics of key financial indexes in the sanctions crisis.   Materials and methods. The sources of information for the calculations were official data from the Ministry of Finance of the Russian Federation, the Bank of Russia, the provider of data on financial markets Cbonds and PJSC “Moscow Exchange”. The article used statistical methods of analysis: variations, dynamics, hypothesis testing. Determination of anomalous levels of the time series was carried out using the Irwin method. Differences in average federal budget indexes were assessed using the Wilcoxon Matched Pairs Test. 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引用次数: 0

摘要

研究目的2022 年对俄罗斯金融业实施制裁并暂停与国际金融机构的关系极大地影响了国内金融业发展的外部条件,加剧了地缘政治紧张局势和俄罗斯货币市场的不稳定性。有必要研究和了解当前金融市场的发展进程。本文致力于对 2022 年和 2023 年制裁对俄罗斯金融体系的影响进行统计评估。 研究论文的目的是确定货币、货币和信贷、债务市场以及预算领域的情况,评估制裁危机中主要金融指数动态之间的关系。 材料和方法计算的信息来源是俄罗斯联邦财政部、俄罗斯银行、金融市场数据提供商 Cbonds 和 PJSC "莫斯科交易所 "的官方数据。文章采用了统计分析方法:变化、动态、假设检验。使用欧文方法确定了时间序列的异常水平。联邦预算平均指数的差异采用 Wilcoxon 配对检验法进行评估。根据时间序列相关性评估了主要财政指数动态的依赖性。 研究结果研究得出结论,2022 年是俄罗斯金融体系的关键一年。所有部门都受到制裁限制的影响。货币市场显示了本国货币的疲软,并发现 2023 年的美元汇率在 2000 年至 2023 年期间异常高。预算部门表现稳定。研究结果表明,制裁压力并未影响联邦预算的收入部分。然而,联邦预算的月平均支出在 2022 年却大幅增加了近三倍。货币市场的反应是货币供应量过大。货币供应量的增长达到了过去 10 年中的最高值。在货币供应量增长的同时,其结构也发生了变化。银行业呈现信贷增长趋势。债务市场的反应是公司债券数量快速增长,达到了过去 10 年的最高值。联邦贷款债券市场的特点是,非居民拥有的联邦贷款债券数量迅速减少,非居民所占份额下降。美元汇率动态与企业将美元和欧元贷款转换为人民币的贷款额之间的相互关系得到了揭示。货币供应量的动态与公司债券和联邦贷款债券市场的数量之间存在直接的相互关系。 结论金融体系正在适应新形势。金融监管方法和工具的转变也伴随着这一过程。在这一过程中,需要研究和了解金融体系各结构要素的构成、动态和相互联系的变化,并找到其发展的途径。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Statistical Study of the Russian Financial System under Sanctions
   Purpose of the study. The imposition of sanctions on the financial sector and suspending relations with international financial institutions in 2022 has significantly affected the external conditions for the development of the domestic financial sector, caused an increase in geopolitical tensions and instability in the Russian currency market. It is necessary to study and understand the processes currently taking place in the financial market. The article is devoted to the statistical assessment of the impact of sanctions on the Russian financial system in 2022 and 2023.   The purpose of research paper is to identify the situation on the currency, money and credit, debt market, as well as in the budgetary sphere, to assess the relationship between the dynamics of key financial indexes in the sanctions crisis.   Materials and methods. The sources of information for the calculations were official data from the Ministry of Finance of the Russian Federation, the Bank of Russia, the provider of data on financial markets Cbonds and PJSC “Moscow Exchange”. The article used statistical methods of analysis: variations, dynamics, hypothesis testing. Determination of anomalous levels of the time series was carried out using the Irwin method. Differences in average federal budget indexes were assessed using the Wilcoxon Matched Pairs Test. The dependence of the dynamics of the main financial indexes was assessed on the basis of time series correlation.   Results. The study allowed us to conclude that 2022 was a critical year for the Russian financial system. All its sectors were affected by sanctions restrictions. The weakening of the national currency was revealed in the currency market, and it was found that the dollar exchange rate in 2023 was abnormally high for the period from 2000 to 2023. The budget sector hasdemonstrated stability. The results of the study showed that the sanctions pressure did not affect the revenue part of the federal budget. However, the average monthly expenditure of the federal budget increased statistically significantly by almost three times in 2022. The monetary market reacted with an excessive supply of money. The increase in the money supply has reached its highest value in the last 10 years. The money supply growth was accompanied by changes in its structure. The banking sector showed the development of the credit growth trend. The debt market reacted with a rapid growth of corporate bonds volume, the highest for the last 10 years. And the market of federal loan bonds was characterized by a rapid reduction in the volume of federal loan bonds owned by non-residents and a decrease in the share of non-residents. The interrelation between the dynamics of the US dollar exchange rate and the volume of corporate lending associated with the conversion of loans in US dollars and euros into yuan was revealed. Direct interrelation was observed in the dynamics of money supply and the volume of corporate bonds and federal loan bonds market.   Conclusion. The financial system is adapting to new circumstances. The transformation of methods and tools of financial regulation accompany this process. This process requires studying and understanding changes in the composition, dynamics, and interconnection of the structural elements of the financial system, as well as finding ways for its development.
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