Asymmetric Behavior of Inflation Uncertainty and Friedman-Ball Hypothesis: Evidence from Pakistan
This paper is first attempt to measure and analyze inflation uncertainty in Pakistan and it provides several contributions. Using quarterly data from 1976:01 to 2008:02, at first stage we model inflation uncertainty as time varying process through GARCH framework. At second stage asymmetric behavior of inflation uncertainty is analyzed by using GJR-GARCH and EGARCH models, for further analysis of asymmetry and leverage effects, we developed news impact curves proposed by Pagan and Schwert (1990). Finally we investigate the causality and its direction between inflation and inflation uncertainty by using bivariate Granger-Causality test to know which inflation uncertainty hypothesis (Friedman-Ball or Cukierman- Meltzer) holds true for Pakistani data. We get two important results. First, GJR-GARCH and EGARCH models are more successful in capturing inflation uncertainty and its asymmetric behavior as compared to simple GARCH model. This can also be seen from news impact curves. Second, there is strong evidence that Friedman-Ball inflation uncertainty hypothesis holds true for Pakistan.
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- Allan D. Brunner & Gregory D. Hess, 1990.
"Are higher levels of inflation less predictable? A state-dependent conditional heteroskedasticity approach,"
Finance and Economics Discussion Series
141, Board of Governors of the Federal Reserve System (U.S.).
- 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 187-97, April.
- R. W. Hafer, 1985.
"Inflation uncertainty and a test of the Friedman hypothesis,"
1985-006, Federal Reserve Bank of St. Louis.
- Hafer, R. W., 1986. "Inflation uncertainty and a test of the Friedman hypothesis," Journal of Macroeconomics, Elsevier, vol. 8(3), pages 365-372.
- Eric Zivot, 2008. "Practical Issues in the Analysis of Univariate GARCH Models," Working Papers UWEC-2008-03-FC, University of Washington, Department of Economics.
- 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, 06.
- 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.
- 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, 06.
- Tim Bollerslev, 1986.
"Generalized autoregressive conditional heteroskedasticity,"
EERI Research Paper Series
EERI RP 1986/01, Economics and Econometrics Research Institute (EERI), Brussels.
- Bollerslev, Tim, 1986. "Generalized autoregressive conditional heteroskedasticity," Journal of Econometrics, Elsevier, vol. 31(3), pages 307-327, April.
- 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.
- Wasim Shahid Malik & Ather Maqsood Ahmed, 2007.
"The Taylor Rule and the Macroeconomic Performance in Pakistan,"
2007:34, Pakistan Institute of Development Economics.
- Wasim Shahid Malik & Ather Maqsood Ahmed, 2007. "The Taylor Rule and the Macroeconomic Performance in Pakistan," Macroeconomics Working Papers 22213, East Asian Bureau of Economic Research.
- Stilianos Fountas & Menelaos Karanasos & Marika Karanassou, 2000.
"A GARCH Model of Inflation and Inflation Uncertainty with Simultaneous Feedback,"
0047, National University of Ireland Galway, Department of Economics, revised 2000.
- Stilianos Fountas & Menelaos Karanasos & Marika Karanassou, 2000. "A GARCH Model of Inflation and Inflation Uncertainty with Simultaneous Feedback," Working Papers 414, Queen Mary University of London, School of Economics and Finance.
- Stilianos Fountas & Menelaos Karanasos & Marika Karanassou, . "A GARCH Model of Inflation and Inflation Uncertainty with Simultaneous Feedback," Discussion Papers 00/24, Department of Economics, University of York.
- 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.
- Mohsin S. Khan & Axel Schimmelpfennig, 2006. "Inflation in Pakistan: Money or Wheat?," IMF Working Papers 06/60, International Monetary Fund.
- 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, 04.
- A. Senhadji Semlali & Mohsin S. Khan, 2000.
"Threshold Effects in the Relationship Between Inflation and Growth,"
IMF Working Papers
00/110, International Monetary Fund.
- 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.
- 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.
- 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.
- 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.
- 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.
- Nelson, Daniel B, 1991. "Conditional Heteroskedasticity in Asset Returns: A New Approach," Econometrica, Econometric Society, vol. 59(2), pages 347-70, March.
- 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.
- International Monetary Fund, 2005. "Three Attempts at Inflation Forecasting in Pakistan," IMF Working Papers 05/105, International Monetary Fund.
- Cosimano, Thomas F & Jansen, Dennis W, 1988. "Estimates of the Variance of U.S. Inflation Based upon the ARCH Model: A Comment," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 20(3), pages 409-21, August.
- 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.
- 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.
- Andersen, Torben G. & Bollerslev, Tim & Christoffersen, Peter F. & Diebold, Francis X., 2006. "Volatility and Correlation Forecasting," Handbook of Economic Forecasting, Elsevier.
- 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 443-57, Fall.
- Allan D. Brunner & David P. Simon, 1995. "Excess returns and risk at the long end of the Treasury market: an EGARCH-M approach," International Finance Discussion Papers 522, Board of Governors of the Federal Reserve System (U.S.).
- A. Steven Holland, 1984. "Does higher inflation lead to more uncertain inflation?," Review, Federal Reserve Bank of St. Louis, issue Feb, pages 15-26.
- John E. Golob, 1994. "Does inflation uncertainty increase with inflation?," Economic Review, Federal Reserve Bank of Kansas City, issue Q III, pages 27-38.
- Friedman, Milton, 1977. "Nobel Lecture: Inflation and Unemployment," Journal of Political Economy, University of Chicago Press, vol. 85(3), pages 451-72, June.
- Crawford, A & Kasumovich, M, 1996. "Does Inflation Uncertainty Vary with the Level of Inflation?," Staff Working Papers 96-09, Bank of Canada.
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