Subject. The article addresses the specifics of Russia's monetary policy in the context of international sanctions. Objectives. The aim is to analyze the relationship between the key indicators of the Russian financial system development. Methods. The study rests on methods of statistical, neural network, and cluster analysis. Results. The paper recorded an excess of the growth rate of cash incomes on average per capita over the growth rate of real money income. The decrease in the share of federal budget revenues in the consolidated budget and the growth of the corresponding share of expenditures necessitate an increase in federal taxes. Conclusions. In critical conditions, it is required to reduce the pressure of federal taxes on the economy and increase real money incomes of the population.
Keywords: income, tax, market development, price
References:
Mau V.A. [Economic policy in times of the pandemic: The experience of 2021–2022]. Voprosy Ekonomiki, 2022, no. 3, pp. 5–28. (In Russ.) URL: Link
Glaz’ev S.Yu. [How monetary policy depresses economic growth in Russia and the Eurasian Economic Union]. Rossiiskii ekonomicheskii zhurnal = Russian Economic Journal, 2022, no. 2, pp. 4–20. (In Russ.) URL: Link
Polterovich V.M. [Collaborative hierarchies]. Voprosy Ekonomiki, 2021, no. 7, pp. 31–48. (In Russ.) URL: Link
Wen F., Shui A., Cheng Y., Gong X. Monetary Policy Uncertainty and Stock Returns in G7 and BRICS Countries: A Quantile-on-Quantile Approach. International Review of Economics & Finance, 2022, vol. 78, pp. 457–482. URL: Link
Dang V.D., Huynh J. Bank Funding, Market Power, and the Bank Liquidity Creation Channel of Monetary Policy. Research in International Business and Finance, 2022, vol. 59, no. 101531. URL: Link
Kuzman T., Lazarevic J., Nedeljkovic M. Capital Flows Liberalisation and Macroprudential Policies: The Effects on Credit Cycles in Emerging Economies. Economic Analysis and Policy, 2022, vol. 73, pp. 602–619. URL: Link
Aganbegyan A.G. [The two major challenges facing Russia: To reduce the catastrophically high death rate while restoring the safety of the people and the transition to sustainable socio-economic growth]. Ekonomicheskoe vozrozhdenie Rossii = Economic Revival of Russia, 2022, no. 1, pp. 14–30. (In Russ.) URL: Link
Volkov A.A. [The Present Day Situation on Residential Real Estate Market in Russia]. Vestnik Rossiiskogo ekonomicheskogo universiteta imeni G.V. Plekhanova = Vestnik of the Plekhanov Russian University of Economics, 2022, iss. 1, pp. 29–41. (In Russ.) URL: Link
Wang C.-W., Lee C.-C., Chen M.-C. The Effects of Economic Policy Uncertainty and Country Governance on Banks' Liquidity Creation: International Evidence. Pacific-Basin Finance Journal, 2022, vol. 71, no. 101708. URL: Link
King A.P., Eckersley R.J. Chapter 1: Descriptive Statistics I: Univariate Statistics. In: Statistics for Biomedical Engineers and Scientists: How to Visualize and Analyze Data. Academic Press, 2019, pp. 1–21. URL: Link
Brownstein N.C., Adolfsson A., Ackerman M. Descriptive Statistics and Visualization of Data from the R Datasets Package with Implications for Clusterability. Data in Brief, 2019, vol. 25, no. 104004. URL: Link
Fávero L.P., Belfiore P. Chapter 3: Univariate Descriptive Statistics. In: Data Science for Business and Decision Making. Academic Press, 2019, pp. 21–91. URL: Link
Urlacher B.R. Complexity, Causality, and Control in Statistical Modeling. American Behavioral Scientist (ABS), 2020, vol. 64, iss. 1, pp. 55–73. URL: Link
Fávero L.P., Belfiore P. Chapter 11: Cluster Analysis. In: Data Science for Business and Decision Making. Academic Press, 2019, pp. 311–382. URL: Link
Adolfsson A., Ackerman M., Brownstein N.C. To Cluster, or Not to Cluster: An Analysis of Clusterability Methods. Pattern Recognition, 2019, vol. 88, pp. 13–26. URL: Link
Gudakova L.V., Grebennikova E.D., Foshchan G.I. [The eventual econometric model of the monetary policy of the Russian Federation]. Finansy i kredit = Finance and Credit, 2022, vol. 28, iss. 4, pp. 878–899. (In Russ.) URL: Link
Krinichanskii K.V., Annenskaya N.E. [Monetary requirements for financial development]. Finansy i kredit = Finance and Credit, 2020, vol. 26, iss. 2, pp. 349–368. (In Russ.) URL: Link
Konyaev A.A. [The relationship between monetary policy and banking policy to manage macro-financial flows of the Russian banking sector]. Finansy i kredit = Finance and Credit, 2021, vol. 27, iss. 8, pp. 1790–1812. (In Russ.) URL: Link
Kulikov N.I., Parkhomenko V.L., Mobio A.A.S.R. [Financial and monetary policy of the State and its impact on the income level and poverty reduction in Russia]. Finansy i kredit = Finance and Credit, 2020, vol. 26, iss. 5, pp. 964–990. (In Russ.) URL: Link
