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Asymmetric Behavior of Inflation Uncertainty and Friedman-Ball Hypothesis: Evidence from Pakistan

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  • Syed Kumail Abbas Naqvi

    (Lahore School of Economics, Pakistan.)

  • Bushra Naqvi

Abstract

This paper is a first attempt to measure and analyze inflation uncertainty in Pakistan. It makes several contributions to the literature. In the first stage, using quarterly data from 1976:01 to 2008:02, we model inflation uncertainty as a time varying process using the GARCH framework. In the second stage, we analyze the asymmetric behavior of inflation uncertainty using the GJR-GARCH and EGARCH models. For further analysis of asymmetry and leverage effects, we develop news impact curves as proposed by Pagan and Schwart (1990). Finally we investigate the causality and its direction between inflation and inflation uncertainty by using the bivariate Granger-Causality test to determine which inflation uncertainty hypothesis (Friedman-Ball or Cukierman-Meltzer) holds true for Pakistani data. We obtain two important results. First, the GJR-GARCH and EGARCH models are more successful in capturing inflation uncertainty and its asymmetric behavior than the simple GARCH model. This can also be seen from news impact curves showing a significant level of asymmetry. Second, there is strong evidence that the Friedman-Ball inflation uncertainty hypothesis holds true for Pakistan.

Suggested Citation

  • Syed Kumail Abbas Naqvi & Bushra Naqvi, 2010. "Asymmetric Behavior of Inflation Uncertainty and Friedman-Ball Hypothesis: Evidence from Pakistan," Lahore Journal of Economics, Department of Economics, The Lahore School of Economics, vol. 15(2), pages 1-33, Jul-Dec.
    • Handle: RePEc:lje:journl:v:15:y:2010:i:2:p:1-33
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    References listed on IDEAS

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    1. John Thornton, 2006. "High And Variable Inflation: Further Evidence On The Friedman Hypothesis," South African Journal of Economics, Economic Society of South Africa, vol. 74(2), pages 167-171, June.
    2. Madhavi Bokil & Axel Schimmelpfennig, 2006. "Three Attempts at Inflation Forecasting in Pakistan," The Pakistan Development Review, Pakistan Institute of Development Economics, vol. 45(3), pages 341-368.
    3. A. Steven Holland, 1984. "Does higher inflation lead to more uncertain inflation?," Review, Federal Reserve Bank of St. Louis, vol. 66(Feb), pages 15-26.
    4. Allan D. Brunner & David P. Simon, 1996. "Excess Returns And Risk At The Long End Of The Treasury Market: An Egarch-M Approach," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 19(3), pages 443-457, September.
    5. Wasim Shahid Malik, 2006. "Money, Output, and Inflation: Evidence from Pakistan," The Pakistan Development Review, Pakistan Institute of Development Economics, vol. 45(4), pages 1277-1286.
    6. Mohsin S. Khan & Axel Schimmelpfennig, 2006. "Inflation in Pakistan: Money or Wheat?," SBP Research Bulletin, State Bank of Pakistan, Research Department, vol. 2, pages 213-234..
    7. Brunner, Allan D & Hess, Gregory D, 1993. "Are Higher Levels of Inflation Less Predictable? A State-Dependent Conditional Heteroscedasticity Approach," Journal of Business & Economic Statistics, American Statistical Association, vol. 11(2), pages 187-197, April.
    8. Bollerslev, Tim, 1986. "Generalized autoregressive conditional heteroskedasticity," Journal of Econometrics, Elsevier, vol. 31(3), pages 307-327, April.
    9. By Mohsin S. Khan & Abdelhak S. Senhadji, 2001. "Threshold Effects in the Relationship Between Inflation and Growth," IMF Staff Papers, Palgrave Macmillan, vol. 48(1), pages 1-1.
    10. Andersen, Torben G. & Bollerslev, Tim & Christoffersen, Peter F. & Diebold, Francis X., 2006. "Volatility and Correlation Forecasting," Handbook of Economic Forecasting, in: G. Elliott & C. Granger & A. Timmermann (ed.), Handbook of Economic Forecasting, edition 1, volume 1, chapter 15, pages 777-878, Elsevier.
    11. Koutmos, Gregory & Booth, G Geoffrey, 1995. "Asymmetric volatility transmission in international stock markets," Journal of International Money and Finance, Elsevier, vol. 14(6), pages 747-762, December.
    12. 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.
    13. Franses, P. H., 1990. "Testing For Seasonal Unit Roots In Monthly Data," Econometric Institute Archives 272393, Erasmus University Rotterdam.
    14. Eric Zivot, 2008. "Practical Issues in the Analysis of Univariate GARCH Models," Working Papers UWEC-2008-03-FC, University of Washington, Department of Economics.
    15. Hafer, R. W., 1986. "Inflation uncertainty and a test of the Friedman hypothesis," Journal of Macroeconomics, Elsevier, vol. 8(3), pages 365-372.
    16. Assad L. Baunto & Christian Bordes & Samuel Maveyraud & Philippe Rous, 2007. "Money and uncertainty in the Philippines: A Friedmanite Perspective," Université Paris1 Panthéon-Sorbonne (Post-Print and Working Papers) hal-00308663, HAL.
    17. Faiz Bilquees, 1988. "Inflation in Pakistan: Empirical Evidence on the Monetarist and Structuralist Hypotheses," The Pakistan Development Review, Pakistan Institute of Development Economics, vol. 27(2), pages 109-129.
    18. Stilianos Fountas & Menelaos Karanasos & Jinki Kim, 2006. "Inflation Uncertainty, Output Growth Uncertainty and Macroeconomic Performance," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 68(3), pages 319-343, June.
    19. Abdul Qayyum, 2006. "Money, Inflation, and Growth in Pakistan," The Pakistan Development Review, Pakistan Institute of Development Economics, vol. 45(2), pages 203-212.
    20. Hu, Michael Y. & Jiang, Christine X. & Tsoukalas, Christos, 1997. "The European exchange rates before and after the establishment of the European Monetary System," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 7(3), pages 235-253, October.
    21. Kevin B. Grier & Mark J. Perry, 2000. "The effects of real and nominal uncertainty on inflation and output growth: some garch-m evidence," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 15(1), pages 45-58.
    22. Engle, Robert F, 1982. "Autoregressive Conditional Heteroscedasticity with Estimates of the Variance of United Kingdom Inflation," Econometrica, Econometric Society, vol. 50(4), pages 987-1007, July.
    23. Tse, Yiuman & Booth, G. Geoffrey, 1996. "Common volatility and volatility spillovers between U.S. and Eurodollar interest rates: Evidence from the futures market," Journal of Economics and Business, Elsevier, vol. 48(3), pages 299-312, August.
    24. Allan Crawford & Marcel Kasumovich, 1996. "Does Inflation Uncertainty Vary with the Level of Inflation?," Staff Working Papers 96-09, Bank of Canada.
    25. Nelson, Daniel B, 1991. "Conditional Heteroskedasticity in Asset Returns: A New Approach," Econometrica, Econometric Society, vol. 59(2), pages 347-370, March.
    26. Stilianos Fountas & Menelaos Karanasos & Marika Karanassou, "undated". "A GARCH Model of Inflation and Inflation Uncertainty with Simultaneous Feedback," Discussion Papers 00/24, Department of Economics, University of York.
    27. Apergis, Nicholas, 2004. "Inflation, output growth, volatility and causality: evidence from panel data and the G7 countries," Economics Letters, Elsevier, vol. 83(2), pages 185-191, May.
    28. International Monetary Fund, 2005. "Three Attempts at Inflation Forecasting in Pakistan," IMF Working Papers 2005/105, International Monetary Fund.
    29. Friedman, Milton, 1977. "Nobel Lecture: Inflation and Unemployment," Journal of Political Economy, University of Chicago Press, vol. 85(3), pages 451-472, June.
    30. Caporale, Tony & McKiernan, Barbara, 1997. "High and variable inflation: Further evidence on the Friedman hypothesis," Economics Letters, Elsevier, vol. 54(1), pages 65-68, January.
    31. Price, Simon & Nasim, Anjum, 1998. "Modelling inflation and the demand for money in Pakistan; cointegration and the causal structure," Economic Modelling, Elsevier, vol. 16(1), pages 87-103, January.
    32. Ahmed M. Khalid, 2005. "Economic Growth, Inflation, and Monetary Policy in Pakistan: Preliminary Empirical Estimates," The Pakistan Development Review, Pakistan Institute of Development Economics, vol. 44(4), pages 961-974.
    33. Brunner, Allan D & Simon, David P, 1996. "Excess Returns and Risk at the Long End of the Treasury Market: An EGARCH-M Approach," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 19(3), pages 443-457, Fall.
    34. Mohsin S. Khan & Axel Schimmelpfennig, 2006. "Inflation in Pakistan," The Pakistan Development Review, Pakistan Institute of Development Economics, vol. 45(2), pages 185-202.
    35. Ashfaque H. Khan & Mohammad Ali Qasim, 1996. "Inflation in Pakistan Revisited," The Pakistan Development Review, Pakistan Institute of Development Economics, vol. 35(4), pages 747-759.
    36. John E. Golob, 1994. "Does inflation uncertainty increase with inflation?," Economic Review, Federal Reserve Bank of Kansas City, vol. 79(Q III), pages 27-38.
    37. TF. Nas & MJ. Perry, 2000. "Inflation, inflation uncertainty, and monetary policy in Turkey: 1960–1998," Contemporary Economic Policy, Western Economic Association International, vol. 18(2), pages 170-180, April.
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    2. Mirza, Nawazish & Rizvi, Syed Kumail Abbas & Naqvi, Bushra & Umar, Muhammad, 2024. "Inflation prediction in emerging economies: Machine learning and FX reserves integration for enhanced forecasting," International Review of Financial Analysis, Elsevier, vol. 94(C).

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    More about this item

    Keywords

    Inflation; uncertainty; GJR-GARCH; EGARCH; Friedman-Ball hypothesis; Pakistan.;
    All these keywords.

    JEL classification:

    • C22 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes
    • E31 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Price Level; Inflation; Deflation
    • E37 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Forecasting and Simulation: Models and Applications

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