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Estimation of Unobserved Inflation Expectations in India using State-Space Model

Author

Listed:
  • Chattopadhyay, Siddhartha
  • Sahu, Sohini
  • Jha, Saakshi

Abstract

Inflation expectations is an important marker for monetary policy makers. India being a new entrant to the group of countries that pursue inflation targeting as its monetary policy objective, estimating the inflation expectation is of paramount importance. This paper estimates the unobserved inflation expectations in India between 1993:Q1 to 2016:Q1 from the Fisher equation relation using the state space approach (Kalman Filter). We find that our results match well with the inflation forecasts made by the Survey of Professional Forecasters conducted by the Rerserve Bank of India and by the International Monetary Fund for the Indian economy. We apply the estimated series on inflation expectation to show that there is a long-run equilibrium relation between inflation expectations and monetary policy in India during the post liberalization period.

Suggested Citation

  • Chattopadhyay, Siddhartha & Sahu, Sohini & Jha, Saakshi, 2016. "Estimation of Unobserved Inflation Expectations in India using State-Space Model," MPRA Paper 72710, University Library of Munich, Germany.
    • Handle: RePEc:pra:mprapa:72710
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    References listed on IDEAS

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    1. Siem Jan Koopman & Neil Shephard & Jurgen A. Doornik, 1999. "Statistical algorithms for models in state space using SsfPack 2.2," Econometrics Journal, Royal Economic Society, vol. 2(1), pages 107-160.
    2. Harvey, Andrew, 2006. "Forecasting with Unobserved Components Time Series Models," Handbook of Economic Forecasting, in: G. Elliott & C. Granger & A. Timmermann (ed.), Handbook of Economic Forecasting, edition 1, volume 1, chapter 7, pages 327-412, Elsevier.
    3. Naveen Srinivasan & Vidya Mahambare & M. Ramachandran, 2006. "Modelling Inflation in India: A Critique of the Structuralist Approach," Journal of Quantitative Economics, Springer;The Indian Econometric Society (TIES), vol. 4(2), pages 45-58, July.
    4. Sophocles Mavroeidis & Mikkel Plagborg-Møller & James H. Stock, 2014. "Empirical Evidence on Inflation Expectations in the New Keynesian Phillips Curve," Journal of Economic Literature, American Economic Association, vol. 52(1), pages 124-188, March.
    5. Jagadish Prasad Sahu, 2013. "Inflation dynamics in India: A hybrid New Keynesian Phillips Curve approach," Economics Bulletin, AccessEcon, vol. 33(4), pages 2634-2647.
    6. Fama, Eugene F. & Gibbons, Michael R., 1982. "Inflation, real returns and capital investment," Journal of Monetary Economics, Elsevier, vol. 9(3), pages 297-323.
    7. Muneesh Kapur & Michael Debabrata Patra, 2010. "A Monetary Policy Model Without Money for India," IMF Working Papers 2010/183, International Monetary Fund.
    8. Pami Dua & Upasna Gaur, 2010. "Determination of inflation in an open economy Phillips curve framework: the case of developed and developing Asian countries," Macroeconomics and Finance in Emerging Market Economies, Taylor & Francis Journals, vol. 3(1), pages 33-51.
    9. Burmeister, Edwin & Wall, Kent D & Hamilton, James D, 1986. "Estimation of Unobserved Expected Monthly Inflation Using Kalman Filtering," Journal of Business & Economic Statistics, American Statistical Association, vol. 4(2), pages 147-160, April.
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    More about this item

    Keywords

    Fisher Equation; Kalman Filter; Expected Inflation; India;
    All these keywords.

    JEL classification:

    • 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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