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Granger causality and innovation accounting analysis of the monetary transmission mechanism in Croatia

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  • Djula Borozan

Abstract

This article explores the pass-through of different monetary policy channels to inflation in Croatia between January 1998 and December 2009. Using a four-step procedure: unit root test, co-integration test, Granger causality and innovation accounting techniques, we find that ( i ) interest rates, credits and the nominal exchange rate do not Granger-cause inflation individually; however, they do with nominal M1 money supply jointly at lag two; ( ii ) the nominal effective exchange rate is the most important pass-through to inflation statistically, accounting for approximately 11% of forecast error variance after four years; ( iii ) credits and nominal M1 have very small portions in explaining variations in the total variance of inflation; and ( iv ) the nominal interest rate is the weakest but statistically significant channel to inflation in the long run. These results are discussed within the Croatian monetary framework and future developments of monetary channels in Central and Eastern European countries.

Suggested Citation

  • Djula Borozan, 2011. "Granger causality and innovation accounting analysis of the monetary transmission mechanism in Croatia," Post-Communist Economies, Taylor & Francis Journals, vol. 23(4), pages 517-537, May.
  • Handle: RePEc:taf:pocoec:v:23:y:2011:i:4:p:517-537
    DOI: 10.1080/14631377.2011.622575
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    1. 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.
    2. Frederic S. Mishkin, 1996. "The Channels of Monetary Transmission: Lessons for Monetary Policy," NBER Working Papers 5464, National Bureau of Economic Research, Inc.
    3. Helmut Stix, 2008. "Euroization: What Factors drive its Persistence?," Working Papers 140, Oesterreichische Nationalbank (Austrian Central Bank).
    4. Balázs Égert & Ronald MacDonald, 2009. "Monetary Transmission Mechanism In Central And Eastern Europe: Surveying The Surveyable," Journal of Economic Surveys, Wiley Blackwell, vol. 23(2), pages 277-327, April.
    5. Evan Kraft, 2003. "Monetary Policy under Dollarisation: The Case of Croatia," Comparative Economic Studies, Palgrave Macmillan;Association for Comparative Economic Studies, vol. 45(3), pages 256-277, September.
    6. Mr. Rodolfo Maino & Mr. Balázs Horváth, 2006. "Monetary Transmission Mechanisms in Belarus," IMF Working Papers 2006/246, International Monetary Fund.
    7. Engle, Robert & Granger, Clive, 2015. "Co-integration and error correction: Representation, estimation, and testing," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 39(3), pages 106-135.
    8. 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.
    9. Angeloni,Ignazio & Kashyap,Anil K. & Mojon,Benoît (ed.), 2003. "Monetary Policy Transmission in the Euro Area," Cambridge Books, Cambridge University Press, number 9780521828642.
    10. Billmeier, Andreas & Bonato, Leo, 2004. "Exchange rate pass-through and monetary policy in Croatia," Journal of Comparative Economics, Elsevier, vol. 32(3), pages 426-444, September.
    11. Granger, C W J, 1969. "Investigating Causal Relations by Econometric Models and Cross-Spectral Methods," Econometrica, Econometric Society, vol. 37(3), pages 424-438, July.
    12. David F. Hendry & Katarina Juselius, 2001. "Explaining Cointegration Analysis: Part II," The Energy Journal, International Association for Energy Economics, vol. 0(Number 1), pages 75-120.
    13. Johansen, Soren, 1991. "Estimation and Hypothesis Testing of Cointegration Vectors in Gaussian Vector Autoregressive Models," Econometrica, Econometric Society, vol. 59(6), pages 1551-1580, November.
    14. MacKinnon, James G, 1996. "Numerical Distribution Functions for Unit Root and Cointegration Tests," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 11(6), pages 601-618, Nov.-Dec..
    15. Payne, James E., 2002. "Inflationary dynamics of a transition economy: the Croatian experience," Journal of Policy Modeling, Elsevier, vol. 24(3), pages 219-230, June.
    16. Lena Malesevic-Perovic, 2009. "Cointegration Approach to Analysing Inflation in Croatia," Financial Theory and Practice, Institute of Public Finance, vol. 33(2), pages 201-218.
    17. Kenneth Kuttner & Patricia Mosser, 2002. "The monetary transmission mechanism in the United States: some answers and further questions," BIS Papers chapters, in: Bank for International Settlements (ed.), Market functioning and central bank policy, volume 12, pages 433-443, Bank for International Settlements.
    18. repec:onb:oenbwp:y:2006:i:1:b:1 is not listed on IDEAS
    19. Peter van Els & Alberto Locarno & Benoît Mojon & Julian Morgan, 2003. "New Macroeconomic Evidence on Monetary Policy Transmission in the Euro Area," Journal of the European Economic Association, MIT Press, vol. 1(2-3), pages 720-730, 04/05.
    20. Valerija Botrić & Boris Cota, 2006. "Sources Of Inflation In Transition Economy: The Case Of Croatia," Ekonomski pregled, Hrvatsko društvo ekonomista (Croatian Society of Economists), vol. 57(12), pages 835-854.
    21. Ehrmann, Michael & Backé, Peter, 2003. "Monetary policy transmission in the euro area: any changes after EMU?," Working Paper Series 240, European Central Bank.
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