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Time-variation in response of inflation to monetary policy shocks in India: evidence from TVP-VAR models

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  • Lokendra Kumawat

    (University of Delhi)

Abstract

This study attempts to explore the time-variation in the response of inflation to monetary policy shocks in India for the period April 1999 to March 2019. In addition to overall response of inflation to policy shocks, we also study the role of three channels: credit, exchange rate and asset prices. This is done in the framework of time-varying parameter VAR (TVP-VAR) with stochastic volatility, which allows the coefficients as well as the covariance matrices in the VAR to evolve over time as random walks. We find substantial time-variation in response of inflation to policy rate. The results suggest that the responsiveness of inflation to policy rate increased in strength till about 2009 but has been declining since then. A study of different channels suggests that this decline has been driven at least in part by decline in the responsiveness of inflation to credit and asset prices, and that of credit and asset prices to the policy rate. The evidence for exchange rate channel is very weak, though it appears to be improving of late.

Suggested Citation

  • Lokendra Kumawat, 2024. "Time-variation in response of inflation to monetary policy shocks in India: evidence from TVP-VAR models," Indian Economic Review, Springer, vol. 59(1), pages 233-248, June.
  • Handle: RePEc:spr:inecre:v:59:y:2024:i:1:d:10.1007_s41775-024-00218-y
    DOI: 10.1007/s41775-024-00218-y
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    1. Jhonatan Portilla & Gabriel Rodríguez & Paul Castillo B., 2022. "Evolution of Monetary Policy in Peru: An Empirical Application Using a Mixture Innovation TVP-VAR-SV Model [Metas de Inflación en Una Economía Dolarizada: La Experencia Del Perú]," CESifo Economic Studies, CESifo Group, vol. 68(1), pages 98-126.
    2. Giorgio E. Primiceri, 2005. "Time Varying Structural Vector Autoregressions and Monetary Policy," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 72(3), pages 821-852.
    3. Pami Dua & Lokendra Kumawat, 2005. "Modelling and Forecasting Seasonality in Indian Macroeconomic Time Series," Working papers 136, Centre for Development Economics, Delhi School of Economics.
    4. Disyatat, Piti & Vongsinsirikul, Pinnarat, 2003. "Monetary policy and the transmission mechanism in Thailand," Journal of Asian Economics, Elsevier, vol. 14(3), pages 389-418, June.
    5. Aleem, Abdul, 2010. "Transmission mechanism of monetary policy in India," Journal of Asian Economics, Elsevier, vol. 21(2), pages 186-197, April.
    6. Pami Dua, 2023. "Monetary Policy Framework in India," Springer Books, in: Pami Dua (ed.), Macroeconometric Methods, chapter 0, pages 39-72, Springer.
    7. 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.
    8. Kilian,Lutz & Lütkepohl,Helmut, 2018. "Structural Vector Autoregressive Analysis," Cambridge Books, Cambridge University Press, number 9781107196575, September.
    9. 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.
    10. Abdurrahman Nazif Çatik & Coşkun Akdeniz, 2019. "The evolution of the monetary transmission channels in Turkey: evidence from a TVP-VAR model," Applied Economics Letters, Taylor & Francis Journals, vol. 26(13), pages 1072-1079, July.
    11. Abdhut Deheri, 2021. "The Effects of Monetary Policy on Output and Inflation in India: A Time-varying Approach," Economics Bulletin, AccessEcon, vol. 41(3), pages 1603-1614.
    12. Utso Pal Mustafi & Rajeswari Sengupta, 2020. "Regime changes in Indias monetary policy and Tenures of RBI governors," Indira Gandhi Institute of Development Research, Mumbai Working Papers 2020-011, Indira Gandhi Institute of Development Research, Mumbai, India.
    13. Ms. Prachi Mishra & Mr. Peter J Montiel & Rajeswari Sengupta, 2016. "Monetary Transmission in Developing Countries: Evidence from India," IMF Working Papers 2016/167, International Monetary Fund.
    14. Kumar, Ankit & Dash, Pradyumna, 2020. "Changing transmission of monetary policy on disaggregate inflation in India," Economic Modelling, Elsevier, vol. 92(C), pages 109-125.
    15. Pami Dua & Anshumaan Tuteja, 2023. "Monetary Transmission in the Indian Economy," Springer Books, in: Pami Dua (ed.), Macroeconometric Methods, chapter 0, pages 97-122, Springer.
    16. Sax, Christoph & Steiner, Peter, 2013. "Temporal Disaggregation of Time Series," MPRA Paper 53389, University Library of Munich, Germany.
    17. Jouchi Nakajima & Toshiaki Watanabe, 2011. "Bayesian Analysis of Time-Varying Parameter Vector Autoregressive Model with the Ordering of Variables for the Japanese Economy and Monetary Policy," Global COE Hi-Stat Discussion Paper Series gd11-196, Institute of Economic Research, Hitotsubashi University.
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    More about this item

    Keywords

    Monetary policy; Transmission mechanism; Structural change; TVP-VAR; Stochastic volatility;
    All these keywords.

    JEL classification:

    • 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
    • E58 - Macroeconomics and Monetary Economics - - Monetary Policy, Central Banking, and the Supply of Money and Credit - - - Central Banks and Their Policies

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