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Monetary policy reaction function: A Bayesian analysis for the BRICS

Author

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  • Farah Waheed
  • Abdul Rashid
  • Asma Basit
  • Lubna Maroof

Abstract

This study estimates the monetary policy reaction function (MPRF) in a Dynamic Stochastic General Equilibrium (DSGE) framework using Bayesian analysis for the emerging economies. DSGE models are suitable for the policy analysis because of their simplicity and prominent role of forward-looking variables. This is a pioneer study investigating the combined effects of credit spreads, fiscal imbalances, and monetary autonomy on interest rates for BRICS member countries. Using real data for the period 1970–2021, the posterior estimates confirm that both credit spread and fiscal imbalance significantly contribute to fluctuations in output, inflation, and interest rates in all the sample economies. The estimates show that fluctuations in the inflation rate are due to supply shocks. The empirical estimates also reveal that fiscal imbalances shock significantly affect output in Brazil, India, and South Africa, whereas, based on real data inflation and interest rate are significantly affected by fiscal imbalance shocks in China and South Africa. Yet, the findings suggest that the effects of various shocks on output and interest rates vary across countries.

Suggested Citation

  • Farah Waheed & Abdul Rashid & Asma Basit & Lubna Maroof, 2024. "Monetary policy reaction function: A Bayesian analysis for the BRICS," PLOS ONE, Public Library of Science, vol. 19(8), pages 1-19, August.
  • Handle: RePEc:plo:pone00:0307436
    DOI: 10.1371/journal.pone.0307436
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    as
    1. Jonathan Heathcote & Fabrizio Perri, 2016. "On the Desirability of Capital Controls," IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 64(1), pages 75-102, May.
    2. Malin Adolfson & Stefan Laséen & Jesper Lindé & Mattias Villani, 2005. "The Role of Sticky Prices in an Open Economy DSGE Model: A Bayesian Investigation," Journal of the European Economic Association, MIT Press, vol. 3(2-3), pages 444-457, 04/05.
    3. Castro, Marcos R. de & Gouvea, Solange N. & Minella, Andre & Santos, Rafael & Souza-Sobrinho, Nelson F., 2015. "SAMBA: Stochastic Analytical Model with a Bayesian Approach," Brazilian Review of Econometrics, Sociedade Brasileira de Econometria - SBE, vol. 35(2), March.
    4. Thomas Harjes & Luca Antonio Ricci, 2010. "A Bayesian-Estimated Model of Inflation Targeting in South Africa," IMF Staff Papers, Palgrave Macmillan, vol. 57(2), pages 407-426, June.
    5. Sungbae An & Frank Schorfheide, 2007. "Bayesian Analysis of DSGE Models—Rejoinder," Econometric Reviews, Taylor & Francis Journals, vol. 26(2-4), pages 211-219.
    6. repec:wyi:journl:002201 is not listed on IDEAS
    7. 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.
    8. Mr Steinbach & Pt Mathuloe & Bw Smit, 2009. "An Open Economy New Keynesian Dsge Model Of The South African Economy," South African Journal of Economics, Economic Society of South Africa, vol. 77(2), pages 207-227, June.
    9. Wasim Shahid Malik & Ather Maqsood Ahmed, 2010. "Taylor Rule and the Macroeconomic Performance in Pakistan," The Pakistan Development Review, Pakistan Institute of Development Economics, vol. 49(1), pages 37-56.
    10. Ivana Komunjer & Serena Ng, 2011. "Dynamic Identification of Dynamic Stochastic General Equilibrium Models," Econometrica, Econometric Society, vol. 79(6), pages 1995-2032, November.
    11. Ben S. Bernanke & Frederic S. Mishkin, 1997. "Inflation Targeting: A New Framework for Monetary Policy?," Journal of Economic Perspectives, American Economic Association, vol. 11(2), pages 97-116, Spring.
    12. William Poole, 1969. "Optimal choice of monetary policy instruments in a simple stochastic macro model," Special Studies Papers 2, Board of Governors of the Federal Reserve System (U.S.).
    13. Benjamin M. Friedman, 2000. "Decoupling at the Margin: The Threat to Monetary Policy from the Electronic Revolution in Banking," NBER Working Papers 7955, National Bureau of Economic Research, Inc.
    14. Malin Adolfson & Michael K. Andersson & Jesper Lindé & Mattias Villani & Anders Vredin, 2007. "Modern Forecasting Models in Action: Improving Macroeconomic Analyses at Central Banks," International Journal of Central Banking, International Journal of Central Banking, vol. 3(4), pages 111-144, December.
    15. Agenor, Pierre-Richard & McDermott, C. John & Ucer, Murat, 1997. "Fiscal imbalances, capital inflows, and the real exchange rate: The case of Turkey," European Economic Review, Elsevier, vol. 41(3-5), pages 819-825, April.
    16. Matthew B. Canzoneri & Dale W. Henderson & Kenneth S. Rogoff, 1983. "The Information Content of the Interest Rate and Optimal Monetary Policy," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 98(4), pages 545-566.
    17. 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.
    18. Lars E. O. Svensson, 2003. "What Is Wrong with Taylor Rules? Using Judgment in Monetary Policy through Targeting Rules," Journal of Economic Literature, American Economic Association, vol. 41(2), pages 426-477, June.
    19. Batini, Nicoletta & Harrison, Richard & Millard, Stephen P., 2003. "Monetary policy rules for an open economy," Journal of Economic Dynamics and Control, Elsevier, vol. 27(11), pages 2059-2094.
    20. Ivashchenko, Sergey & Mutschler, Willi, 2020. "The effect of observables, functional specifications, model features and shocks on identification in linearized DSGE models," Economic Modelling, Elsevier, vol. 88(C), pages 280-292.
    21. Benjamin M. Friedman, 2000. "Decoupling at the Margin: The Threat to Monetary Policy from the Electronic Revolution in Banking," International Finance, Wiley Blackwell, vol. 3(2), pages 261-272, July.
    22. Ngan Tran, 2019. "Asymmetric effects of fiscal balance on monetary variables: evidence from large emerging economies," Empirical Economics, Springer, vol. 57(3), pages 1045-1076, September.
    23. Benchimol, Jonathan, 2024. "Central bank objectives, monetary policy rules, and limited information," Journal of Macroeconomics, Elsevier, vol. 80(C).
    24. Marco Arnone & Bernard J Laurens & Jean-François Segalotto & Martin Sommer, 2009. "Central Bank Autonomy: Lessons from Global Trends," IMF Staff Papers, Palgrave Macmillan, vol. 56(2), pages 263-296, June.
    25. Silveira, Marcos Antonio, 2008. "Using a Bayesian Approach to Estimate and Compare New Keynesian DSGE Models for the Brazilian Economy: the Role for Endogenous Persistence," Revista Brasileira de Economia - RBE, EPGE Brazilian School of Economics and Finance - FGV EPGE (Brazil), vol. 62(3), November.
    26. repec:bla:intfin:v:3:y:2000:i:2:p:261-72 is not listed on IDEAS
    27. Hélène Rey, 2015. "Dilemma not Trilemma: The Global Financial Cycle and Monetary Policy Independence," NBER Working Papers 21162, National Bureau of Economic Research, Inc.
    28. Zheng, Tingguo & Guo, Huiming, 2013. "Estimating a small open economy DSGE model with indeterminacy: Evidence from China," Economic Modelling, Elsevier, vol. 31(C), pages 642-652.
    29. Faia, Ester & Monacelli, Tommaso, 2007. "Optimal interest rate rules, asset prices, and credit frictions," Journal of Economic Dynamics and Control, Elsevier, vol. 31(10), pages 3228-3254, October.
    30. Sungbae An & Frank Schorfheide, 2007. "Bayesian Analysis of DSGE Models," Econometric Reviews, Taylor & Francis Journals, vol. 26(2-4), pages 113-172.
    31. Sami Alpanda & Kevin Kotzé & Geoffrey Woglom, 2010. "The Role Of The Exchange Rate In A New Keynesian Dsge Model For The South African Economy," South African Journal of Economics, Economic Society of South Africa, vol. 78(2), pages 170-191, June.
    32. Evans, Paul, 1987. "Do budget deficits raise nominal interest rates? : Evidence from six countries," Journal of Monetary Economics, Elsevier, vol. 20(2), pages 281-300, September.
    33. Waheed, Farah & Abdul Rashid,, 2021. "Credit frictions, fiscal imbalances, monetary policy autonomy, and monetary policy rules," The Journal of Economic Asymmetries, Elsevier, vol. 23(C).
    34. Friedman, Benjamin M., 1990. "Targets and instruments of monetary policy," Handbook of Monetary Economics, in: B. M. Friedman & F. H. Hahn (ed.), Handbook of Monetary Economics, edition 1, volume 2, chapter 22, pages 1185-1230, Elsevier.
    35. Corsetti, Giancarlo & Mackowiak, Bartosz, 2006. "Fiscal imbalances and the dynamics of currency crises," European Economic Review, Elsevier, vol. 50(5), pages 1317-1338, July.
    36. John B. Taylor, 2001. "The Role of the Exchange Rate in Monetary-Policy Rules," American Economic Review, American Economic Association, vol. 91(2), pages 263-267, May.
    37. Fiorella De Fiore & Oreste Tristani, 2013. "Optimal Monetary Policy in a Model of the Credit Channel," Economic Journal, Royal Economic Society, vol. 123(571), pages 906-931, September.
    38. William Poole, 1970. "Optimal Choice of Monetary Policy Instruments in a Simple Stochastic Macro Model," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 84(2), pages 197-216.
    39. Banerjee, Shesadri & Basu, Parantap, 2019. "Technology Shocks And Business Cycles In India," Macroeconomic Dynamics, Cambridge University Press, vol. 23(5), pages 1721-1756, July.
    40. Shuyun May Li & Adam Hal Spencer, 2016. "Effectiveness of the Australian Fiscal Stimulus Package: A DSGE Analysis," The Economic Record, The Economic Society of Australia, vol. 92(296), pages 94-120, March.
    41. John Chant, 2003. "The Bank of Canada: Moving Towards Transparency," Bank of Canada Review, Bank of Canada, vol. 2003(Spring), pages 5-13.
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