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Shocks of Business Activity and Specific Shocks to Oil Market in DSGE Model of Russian Economy and Their Influence Under Different Monetary Policy Regimes

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  • Daniil Lomonosov

    (Institute of Applied Economic Research, RANEPA)

Abstract

This paper constructs a dynamic stochastic general-equilibrium model (DSGE) of Russian economy with a global oil market and two monetary policy rules. The parameters of the model are estimated using the method of minimising the distance between the theoretical and empirical impulse responses to shocks to global business activity over the time horizon from 1999Q2 to 2013Q4. The DSGE model closely reproduces the responses to global business activity shocks as well as to specific oil market shocks. The impulse responses and historical decomposition indicate a significant reduction in the effects of these shocks on domestic macroeconomic indicators when the monetary policy rule is changed from managed exchange rate to inflation targeting. This is also witnessed by the results of the counterfactual experiment, which compares the impact of the sequence of global activity shocks to Russian economy during the actual change to the monetary policy rule and during the functioning of one monetary policy rule in the period under consideration. The DSGE model constructed can serve as a basis for testing various monetary policy instruments taking into account the impact of oil market shocks and for studying the responses of other macro variables in different sectors of the economy to oil market shocks.

Suggested Citation

  • Daniil Lomonosov, 2023. "Shocks of Business Activity and Specific Shocks to Oil Market in DSGE Model of Russian Economy and Their Influence Under Different Monetary Policy Regimes," Russian Journal of Money and Finance, Bank of Russia, vol. 82(4), pages 44-79, December.
    • Handle: RePEc:bkr:journl:v:82:y:2023:i:4:p:44-79
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    1. Shulgin, Andrei, 2014. "How much monetary policy rules do we need to estimate DSGE model for Russia?," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 36(4), pages 3-31.
    2. Kilian, Lutz, 2019. "Measuring global real economic activity: Do recent critiques hold up to scrutiny?," Economics Letters, Elsevier, vol. 178(C), pages 106-110.
    3. Irina Kozlovtceva & Alexey Ponomarenko & Andrey Sinyakov & Stas Tatarintsev, 2019. "Financial Stability Implications of Policy Mix in a Small Open Commodity-Exporting Economy," Bank of Russia Working Paper Series wps42, Bank of Russia.
    4. Kilian, Lutz & Lee, Thomas K., 2014. "Quantifying the speculative component in the real price of oil: The role of global oil inventories," Journal of International Money and Finance, Elsevier, vol. 42(C), pages 71-87.
    5. Hall, Alastair R. & Inoue, Atsushi & Nason, James M. & Rossi, Barbara, 2012. "Information criteria for impulse response function matching estimation of DSGE models," Journal of Econometrics, Elsevier, vol. 170(2), pages 499-518.
    6. Malin Adolfson & Jesper Linde & Mattias Villani, 2007. "Forecasting Performance of an Open Economy DSGE Model," Econometric Reviews, Taylor & Francis Journals, vol. 26(2-4), pages 289-328.
    7. A. Pestova, 2017. "Monetary policy regimes in Russia: Guidelines for further quantitative studies," Voprosy Ekonomiki, NP Voprosy Ekonomiki, issue 4.
    8. Deren Unalmis & Ibrahim Unalmis & Derya Filiz Unsal, 2012. "On Oil Price Shocks: The Role of Storage," IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 60(4), pages 505-532, December.
    9. Peersman, Gert & Van Robays, Ine, 2012. "Cross-country differences in the effects of oil shocks," Energy Economics, Elsevier, vol. 34(5), pages 1532-1547.
    10. Plante, Michael, 2014. "How should monetary policy respond to changes in the relative price of oil? Considering supply and demand shocks," Journal of Economic Dynamics and Control, Elsevier, vol. 44(C), pages 1-19.
    11. Deren Unalmis & Ibrahim Unalmis & Derya Filiz Unsal, 2012. "On the Sources and Consequences of Oil Price Shocks : The Role of Storage," Working Papers 1230, Research and Monetary Policy Department, Central Bank of the Republic of Turkey.
    12. Schmitt-Grohe, Stephanie & Uribe, Martin, 2003. "Closing small open economy models," Journal of International Economics, Elsevier, vol. 61(1), pages 163-185, October.
    13. Guerron-Quintana, Pablo & Inoue, Atsushi & Kilian, Lutz, 2017. "Impulse response matching estimators for DSGE models," Journal of Econometrics, Elsevier, vol. 196(1), pages 144-155.
    14. Matteo Iacoviello, 2005. "House Prices, Borrowing Constraints, and Monetary Policy in the Business Cycle," American Economic Review, American Economic Association, vol. 95(3), pages 739-764, June.
    15. Bodenstein, Martin & Erceg, Christopher J. & Guerrieri, Luca, 2011. "Oil shocks and external adjustment," Journal of International Economics, Elsevier, vol. 83(2), pages 168-184, March.
    16. David Altig & Lawrence Christiano & Martin Eichenbaum & Jesper Linde, 2011. "Firm-Specific Capital, Nominal Rigidities and the Business Cycle," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 14(2), pages 225-247, April.
    17. Hamilton, James D, 1983. "Oil and the Macroeconomy since World War II," Journal of Political Economy, University of Chicago Press, vol. 91(2), pages 228-248, April.
    18. Roman Semko, 2013. "Optimal Economic Policy and Oil Prices Shocks in Russia," Economic Research-Ekonomska Istraživanja, Taylor & Francis Journals, vol. 26(2), pages 69-82, January.
    19. Bodenstein, Martin & Erceg, Christopher J. & Guerrieri, Luca, 2008. "Optimal monetary policy with distinct core and headline inflation rates," Journal of Monetary Economics, Elsevier, vol. 55(Supplemen), pages 18-33, October.
    20. Frank Smets & Rafael Wouters, 2007. "Shocks and Frictions in US Business Cycles: A Bayesian DSGE Approach," American Economic Review, American Economic Association, vol. 97(3), pages 586-606, June.
    21. Ben S. Bernanke & Mark Gertler & Mark Watson, 1997. "Systematic Monetary Policy and the Effects of Oil Price Shocks," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 28(1), pages 91-157.
    22. Ireland, Peter N., 2004. "A method for taking models to the data," Journal of Economic Dynamics and Control, Elsevier, vol. 28(6), pages 1205-1226, March.
    23. Полбин Андрей Владимирович, 2013. "Построение Динамической Стохастической Модели Общего Равновесия Для Экономики С Высокой Зависимостью От Экспорта Нефти," Higher School of Economics Economic Journal Экономический журнал Высшей школы экономики, CyberLeninka;Федеральное государственное автономное образовательное учреждение высшего образования «Национальный исследовательский университет «Высшая школа экономики», vol. 17(2), pages 323-359.
    24. Ben S. Bernanke & Julio J. Rotemberg, 1997. "NBER Macroeconomics Annual 1997, Volume 12," NBER Books, National Bureau of Economic Research, Inc, number bern97-1, June.
    25. Jean Boivin & Marc P. Giannoni, 2006. "Has Monetary Policy Become More Effective?," The Review of Economics and Statistics, MIT Press, vol. 88(3), pages 445-462, August.
    26. Lutz Kilian & Daniel P. Murphy, 2012. "Why Agnostic Sign Restrictions Are Not Enough: Understanding The Dynamics Of Oil Market Var Models," Journal of the European Economic Association, European Economic Association, vol. 10(5), pages 1166-1188, October.
    27. Oxana Malakhovskaya & Alexey Minabutdinov, 2014. "Are commodity price shocks important? A Bayesian estimation of a DSGE model for Russia," International Journal of Computational Economics and Econometrics, Inderscience Enterprises Ltd, vol. 4(1/2), pages 148-180.
    28. Lutz Kilian & Daniel P. Murphy, 2014. "The Role Of Inventories And Speculative Trading In The Global Market For Crude Oil," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 29(3), pages 454-478, April.
    29. Полбин Андрей Владимирович & Скроботов Антон Андреевич, 2016. "Тестирование Наличия Изломов В Тренде Структурной Компоненты Ввп Российской Федерации," Higher School of Economics Economic Journal Экономический журнал Высшей школы экономики, CyberLeninka;Федеральное государственное автономное образовательное учреждение высшего образования «Национальный исследовательский университет «Высшая школа экономики», vol. 20(4), pages 588-623.
    30. Patrick Fève & Julien Matheron & Jean‐Guillaume Sahuc, 2009. "Minimum Distance Estimation and Testing of DSGE Models from Structural VARs," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 71(6), pages 883-894, December.
    31. Joseph D. Alba & Wai-Mun Chia & Zheng Su, 2013. "Oil shocks and monetary policy rules in emerging economies," Applied Economics, Taylor & Francis Journals, vol. 45(35), pages 4971-4984, December.
    32. A. Pestova., 2017. "Monetary policy regimes in Russia: Guidelines for further quantitative studies," VOPROSY ECONOMIKI, N.P. Redaktsiya zhurnala "Voprosy Economiki", vol. 4.
    33. A. A. Pestova, 2018. "On the effects of monetary policy in Russia: The role of the space of spanned shocks and the policy regime shifts," Voprosy Ekonomiki, NP Voprosy Ekonomiki, issue 2.
    34. Ascari, Guido & Castelnuovo, Efrem & Rossi, Lorenza, 2011. "Calvo vs. Rotemberg in a trend inflation world: An empirical investigation," Journal of Economic Dynamics and Control, Elsevier, vol. 35(11), pages 1852-1867.
    35. Cristiano Cantore & Filippo Ferroni & Miguel León-Ledesma, 2021. "The Missing Link: Monetary Policy and The Labor Share," Journal of the European Economic Association, European Economic Association, vol. 19(3), pages 1592-1620.
    36. A. A. Pestova., 2018. "On the effects of monetary policy in Russia: The role of the space of spanned shocks and the policy regime shifts," VOPROSY ECONOMIKI, N.P. Redaktsiya zhurnala "Voprosy Economiki", vol. 2.
    37. Anna Kormilitsina, 2011. "Oil Price Shocks and the Optimality of Monetary Policy," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 14(1), pages 199-223, January.
    38. Andreyev, M. & Polbin, A., 2019. "Studying the financial accelerator effect in a two-sector DSGE model for an exportoriented economy," Journal of the New Economic Association, New Economic Association, vol. 44(4), pages 12-49.
    39. Martin Bodenstein & Luca Guerrieri & Lutz Kilian, 2012. "Monetary Policy Responses to Oil Price Fluctuations," IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 60(4), pages 470-504, December.
    40. Karl Whelan, 2002. "A Guide To U.S. Chain Aggregated Nipa Data," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 48(2), pages 217-233, June.
    41. Uribe, Martin & Yue, Vivian Z., 2006. "Country spreads and emerging countries: Who drives whom?," Journal of International Economics, Elsevier, vol. 69(1), pages 6-36, June.
    42. Oladunni, Sunday, 2020. "Oil Price Shocks and Macroeconomic Dynamics in an Oil-Exporting Emerging Economy: A New Keynesian DSGE Approach," MPRA Paper 104551, University Library of Munich, Germany, revised 12 Jun 2020.
    43. Dupor, Bill & Han, Jing & Tsai, Yi-Chan, 2009. "What do technology shocks tell us about the New Keynesian paradigm?," Journal of Monetary Economics, Elsevier, vol. 56(4), pages 560-569, May.
    44. Drobyshevskiy, Sergei (Дробышевский, Сергей) & Polbin, Andrei (Полбин, Андрей), 2015. "Decomposition of the Structural Shocks Contribution to the Russian Macroeconomic Indicators Dynamics on the Basis of the DSGE Model [Декомпозиция Динамики Макроэкономических Показателей Рф На Основ," Ekonomicheskaya Politika / Economic Policy, Russian Presidential Academy of National Economy and Public Administration, vol. 2, pages 20-42.
    45. Dmitry Kreptsev & Sergei Seleznev, 2017. "DSGE Model of the Russian Economy with the Banking Sector," Bank of Russia Working Paper Series wps27, Bank of Russia.
    46. D. A. Lomonosov & A. V. Polbin & N. D. Fokin, 2020. "Demand, supply, monetary policy, and oil price shocks in the Russian economy (Analysis based on the BVAR model with sign restrictions)," Voprosy Ekonomiki, NP Voprosy Ekonomiki, issue 10.
    47. Dmitry Kreptsev & Sergei Seleznev, 2018. "Forecasting for the Russian Economy Using Small-Scale DSGE Models," Russian Journal of Money and Finance, Bank of Russia, vol. 77(2), pages 51-67, June.
    48. Frank Smets & Raf Wouters, 2003. "An Estimated Dynamic Stochastic General Equilibrium Model of the Euro Area," Journal of the European Economic Association, MIT Press, vol. 1(5), pages 1123-1175, September.
    49. Joseph D. ALBA & Wai-Mun CHIA & Donghyun PARK, 2011. "Foreign Output Shocks and Monetary Policy Regimes in Small Open Economies: A DSGE Evaluation of East Asia," Working Papers DP-2011-09, Economic Research Institute for ASEAN and East Asia (ERIA).
    50. Frank Schorfheide, 2000. "Loss function-based evaluation of DSGE models," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 15(6), pages 645-670.
    51. Balke, Nathan S. & Brown, Stephen P.A., 2018. "Oil supply shocks and the U.S. economy: An estimated DSGE model," Energy Policy, Elsevier, vol. 116(C), pages 357-372.
    52. Daniil Lomonosov & Andrey Polbin & Nikita Fokin, 2021. "The Impact of Global Economic Activity, Oil Supply and Speculative Oil Shocks on the Russian Economy," HSE Economic Journal, National Research University Higher School of Economics, vol. 25(2), pages 227-262.
    53. Hoover, Kevin D. & Perez, Stephen J., 1994. "Post hoc ergo propter once more an evaluation of 'does monetary policy matter?' in the spirit of James Tobin," Journal of Monetary Economics, Elsevier, vol. 34(1), pages 47-74, August.
    54. Amato, Jeffery D. & Laubach, Thomas, 2003. "Estimation and control of an optimization-based model with sticky prices and wages," Journal of Economic Dynamics and Control, Elsevier, vol. 27(7), pages 1181-1215, May.
    55. Ben S. Bernanke & Julio J. Rotemberg, 1997. "Editorial in "NBER Macroeconomics Annual 1997, Volume 12"," NBER Chapters, in: NBER Macroeconomics Annual 1997, Volume 12, pages 1-6, National Bureau of Economic Research, Inc.
    56. Goran Jovičić & Davor Kunovac, 2017. "What is Driving Inflation and GDP in a Small European Economy: The Case of Croatia," Working Papers 49, The Croatian National Bank, Croatia.
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    More about this item

    Keywords

    Russian economy; DSGE; oil supply shock; global business activity shock; speculative oil demand shock; monetary policy;
    All these keywords.

    JEL classification:

    • E13 - Macroeconomics and Monetary Economics - - General Aggregative Models - - - Neoclassical
    • Q43 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Energy - - - Energy and the Macroeconomy
    • E42 - Macroeconomics and Monetary Economics - - Money and Interest Rates - - - Monetary Sytsems; Standards; Regimes; Government and the Monetary System
    • E32 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Business Fluctuations; Cycles
    • F41 - International Economics - - Macroeconomic Aspects of International Trade and Finance - - - Open Economy Macroeconomics

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