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A Structural Vector Autoregression Model for Monetary Policy Analysis in India

Author

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  • Rajendra Narayan Paramanik

    (Rajendra Narayan Paramanik, Faculty, Vignana Jyothi Institute of Management, Hyderabad, India, emails: raju.purulia@gmail.com; rajendranarayan.p@vjim.edu.in)

  • Bandi Kamaiah

    (Bandi Kamaiah, Professor, School of Economics, University of Hyderabad, Hyderabad 500046, India.)

Abstract

A structural vector autoregression (SVAR) model is proposed for analysing the impact of monetary policy stances on real variables in the Indian economy, in the context of its continuous exposure to global factors like oil price shocks and changes in global financial health. The empirical findings based on monthly data relating to the post-liberalisation period (April 1992–December 2012) suggest that contractionary monetary policy has had a considerable adverse impact on output for a year, which appears to be consistent with the prevailing economic outlook. But the same policy measure fuels inflation further for the first eight months in contrast to its expected decline, and the rise in inflation raises the issue of a ‘price puzzle’ in the Indian context. Monetary policy-induced exchange rate appreciation hampers industrial production due to outperformance of high import demand over export competitiveness and causes an increase in the average price level. Global factors like oil price shocks leave detrimental effects on output for a long time horizon of 10–12 months and raise inflation for nearly half a year, whereas an increase in the US federal funds rate results in a temporary decline in output growth of Indian industries. JEL Classification: C01, E43, E52

Suggested Citation

  • Rajendra Narayan Paramanik & Bandi Kamaiah, 2014. "A Structural Vector Autoregression Model for Monetary Policy Analysis in India," Margin: The Journal of Applied Economic Research, National Council of Applied Economic Research, vol. 8(4), pages 401-429, November.
  • Handle: RePEc:sae:mareco:v:8:y:2014:i:4:p:401-429
    DOI: 10.1177/0973801014544580
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    as
    1. Blanchard, Olivier Jean & Quah, Danny, 1989. "The Dynamic Effects of Aggregate Demand and Supply Disturbances," American Economic Review, American Economic Association, vol. 79(4), pages 655-673, September.
    2. Christopher A. Sims, 1986. "Are forecasting models usable for policy analysis?," Quarterly Review, Federal Reserve Bank of Minneapolis, vol. 10(Win), pages 2-16.
    3. Mark Gertler & Simon Gilchrist, 1994. "Monetary Policy, Business Cycles, and the Behavior of Small Manufacturing Firms," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 109(2), pages 309-340.
    4. Amaresh Samantaraya & B Kamaiah, 2011. "An Empirical Analysis of Monetary Transmission in India in the Post-Reform Period: Relevance of the Banking Channel," The IUP Journal of Applied Economics, IUP Publications, vol. 0(4), pages 5-22, October.
    5. Aleem, Abdul, 2010. "Transmission mechanism of monetary policy in India," Journal of Asian Economics, Elsevier, vol. 21(2), pages 186-197, April.
    6. Christiano, Lawrence J. & Eichenbaum, Martin & Evans, Charles L., 1999. "Monetary policy shocks: What have we learned and to what end?," Handbook of Macroeconomics, in: J. B. Taylor & M. Woodford (ed.), Handbook of Macroeconomics, edition 1, volume 1, chapter 2, pages 65-148, Elsevier.
    7. Bernanke, Ben S & Blinder, Alan S, 1992. "The Federal Funds Rate and the Channels of Monetary Transmission," American Economic Review, American Economic Association, vol. 82(4), pages 901-921, September.
    8. Michael Debabrata Patra & Muneesh Kapur, 2012. "A monetary policy model for India," Macroeconomics and Finance in Emerging Market Economies, Taylor & Francis Journals, vol. 5(1), pages 18-41, March.
    9. M. S. Mohanty & Marc Klau, 2005. "Monetary Policy Rules in Emerging Market Economies: Issues and Evidence," Springer Books, in: Rolf J. Langhammer & Lúcio Vinhas Souza (ed.), Monetary Policy and Macroeconomic Stabilization in Latin America, pages 205-245, Springer.
    10. Khundrakpam, J. K. & Das, Dipika, 2011. "Monetary Policy and Food Prices in India," MPRA Paper 50904, University Library of Munich, Germany.
    11. Ashima Goyal, 2005. "Incentives from exchange rate regimes in an institutional context," Indira Gandhi Institute of Development Research, Mumbai Working Papers 2005-002, Indira Gandhi Institute of Development Research, Mumbai, India.
    12. Ben S. Bernanke & Ilian Mihov, 1998. "Measuring Monetary Policy," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 113(3), pages 869-902.
    13. Bhattacharya, Rudrani & Patnaik, Ila & Shah, Ajay, 2011. "Monetary policy transmission in an emerging market setting," Working Papers 11/78, National Institute of Public Finance and Policy.
    14. Sims, Christopher A., 1992. "Interpreting the macroeconomic time series facts : The effects of monetary policy," European Economic Review, Elsevier, vol. 36(5), pages 975-1000, June.
    15. Anthony Garratt & Kevin Lee & M. Hashem Pesaran & Yongcheol Shin, 2003. "A Long run structural macroeconometric model of the UK," Economic Journal, Royal Economic Society, vol. 113(487), pages 412-455, April.
    16. Michal Franta & Roman Horvath & Marek Rusnak, 2014. "Evaluating changes in the monetary transmission mechanism in the Czech Republic," Empirical Economics, Springer, vol. 46(3), pages 827-842, May.
    17. Sims, Christopher A, 1980. "Macroeconomics and Reality," Econometrica, Econometric Society, vol. 48(1), pages 1-48, January.
    18. Gordon, David B & Leeper, Eric M, 1994. "The Dynamic Impacts of Monetary Policy: An Exercise in Tentative Identification," Journal of Political Economy, University of Chicago Press, vol. 102(6), pages 1228-1247, December.
    19. Eric M. Leeper & Christopher A. Sims & Tao Zha, 1996. "What Does Monetary Policy Do?," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 27(2), pages 1-78.
    20. Bernanke, Ben S, 1983. "Nonmonetary Effects of the Financial Crisis in Propagation of the Great Depression," American Economic Review, American Economic Association, vol. 73(3), pages 257-276, June.
    21. Ms. Sanchita Mukherjee & Ms. Rina Bhattacharya, 2011. "Inflation Targeting and Monetary Policy Transmission Mechanisms in Emerging Market Economies," IMF Working Papers 2011/229, International Monetary Fund.
    22. Naveen Srinivasan & Vidya Mahambare & M. Ramachandran, 2008. "Dynamics of inflation in India: does the new inflation bias hypothesis provide an explanation?," Macroeconomics and Finance in Emerging Market Economies, Taylor & Francis Journals, vol. 1(2), pages 199-212.
    23. Sims, Christopher A. & Zha, Tao, 2006. "Does Monetary Policy Generate Recessions?," Macroeconomic Dynamics, Cambridge University Press, vol. 10(2), pages 231-272, April.
    24. Sims, Christopher A & Zha, Tao, 1998. "Bayesian Methods for Dynamic Multivariate Models," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 39(4), pages 949-968, November.
    25. Bernanke, Ben S., 1986. "Alternative explanations of the money-income correlation," Carnegie-Rochester Conference Series on Public Policy, Elsevier, vol. 25(1), pages 49-99, January.
    26. Virmani, Vineet, 2004. "Operationalising Taylor-type Rules for the Indian Economy: Issues and Some Results (1992Q3 2001Q4)," IIMA Working Papers WP2004-07-04, Indian Institute of Management Ahmedabad, Research and Publication Department.
    27. Koop, Gary & Leon-Gonzalez, Roberto & Strachan, Rodney W., 2009. "On the evolution of the monetary policy transmission mechanism," Journal of Economic Dynamics and Control, Elsevier, vol. 33(4), pages 997-1017, April.
    28. Hyeon-Seung Huh, 1999. "How well does the Mundell-Fleming model fit Australian data since the collapse of Bretton Woods?," Applied Economics, Taylor & Francis Journals, vol. 31(3), pages 397-407.
    29. Franklin R. Edwards & Frederic S. Mishkin, 1995. "The decline of traditional banking: implications for financial stability and regulatory policy," Economic Policy Review, Federal Reserve Bank of New York, vol. 1(Jul), pages 27-45.
    30. M S Mohanty & Philip Turner, 2008. "Monetary policy transmission in emerging market economies: what is new?," BIS Papers chapters, in: Bank for International Settlements (ed.), Transmission mechanisms for monetary policy in emerging market economies, volume 35, pages 1-59, Bank for International Settlements.
    31. Mr. Magnus Saxegaard & Rahul Anand & Mr. Shanaka J Peiris, 2010. "An Estimated Model with Macrofinancial Linkages for India," IMF Working Papers 2010/021, International Monetary Fund.
    32. Levine, Paul & Pearlman, Joseph, 2011. "Computation of LQ Approximations to Optimal Policy Problems in Different Information Settings under Zero Lower Bound Constraints," Dynare Working Papers 10, CEPREMAP.
    33. Lawrence J. Christiano & Massimo Rostagno, 2001. "Money Growth Monitoring and the Taylor Rule," NBER Working Papers 8539, National Bureau of Economic Research, Inc.
    34. Brunner, Karl & Meltzer, Allan H, 1988. "Money and Credit in the Monetary Transmission Process," American Economic Review, American Economic Association, vol. 78(2), pages 446-451, May.
    35. A. R. Pagan & Mr. Douglas Laxton & Mr. Luis Catão, 2008. "Monetary Transmission in an Emerging Targeter: The Case of Brazil," IMF Working Papers 2008/191, International Monetary Fund.
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    1. Dinabandhu Sethi & Debashis Acharya, 2018. "Estimating Sectoral Disinflation Cost in India: Some Structural VAR Evidence," Journal of Quantitative Economics, Springer;The Indian Econometric Society (TIES), vol. 16(1), pages 23-46, December.

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    More about this item

    Keywords

    Monetary Transmission Mechanism; Structural VAR;

    JEL classification:

    • C01 - Mathematical and Quantitative Methods - - General - - - Econometrics
    • E43 - Macroeconomics and Monetary Economics - - Money and Interest Rates - - - Interest Rates: Determination, Term Structure, and Effects
    • E52 - Macroeconomics and Monetary Economics - - Monetary Policy, Central Banking, and the Supply of Money and Credit - - - Monetary Policy

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