Reexamining the linkages between inflation and output growth: A bivariate ARFIMA-FIGARCH approach
In this paper, given recent theoretical developments that inflation can exhibit long memory properties due to the output growth process, we propose a new class of bivariate processes to simultaneously investigate the dual long memory properties in the mean and the conditional variance of inflation and output growth series. We estimate the model using monthly UK data and document the presence of dual long memory properties in both series. Then, using the conditional variances generated from our bivariate model, we employ Granger causality tests to scrutinize the linkages between the means and the volatilities of inflation and output growth.
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- Robert J. Barro & David B. Gordon, 1981.
"A Positive Theory of Monetary Policy in a Natural-Rate Model,"
NBER Working Papers
0807, National Bureau of Economic Research, Inc.
- Barro, Robert J & Gordon, David B, 1983. "A Positive Theory of Monetary Policy in a Natural Rate Model," Journal of Political Economy, University of Chicago Press, vol. 91(4), pages 589-610, August.
- Todd E. Clark, 1993.
"Cross-country evidence on long run growth and inflation,"
Research Working Paper
93-05, Federal Reserve Bank of Kansas City.
- Clark, Todd E, 1997. "Cross-country Evidence on Long-Run Growth and Inflation," Economic Inquiry, Western Economic Association International, vol. 35(1), pages 70-81, January.
- Bollerslev, Tim & Ole Mikkelsen, Hans, 1996.
"Modeling and pricing long memory in stock market volatility,"
Journal of Econometrics,
Elsevier, vol. 73(1), pages 151-184, July.
- Tom Doan, "undated". "RATS program to replicate Bollerslev-Mikkelson(1996) FIEGARCH models," Statistical Software Components RTZ00173, Boston College Department of Economics.
- Devereux, Michael, 1989. "A Positive Theory of Inflation and Inflation Variance," Economic Inquiry, Western Economic Association International, vol. 27(1), pages 105-116, January.
- Richard T. Baillie & Young Wook Han & Tae-Go Kwon, 2002. "Further Long Memory Properties of Inflationary Shocks," Southern Economic Journal, Southern Economic Association, vol. 68(3), pages 496-510, January.
- Kevin B. Grier & Ólan T. Henry & Nilss Olekalns & Kalvinder Shields, 2004.
"The asymmetric effects of uncertainty on inflation and output growth,"
Journal of Applied Econometrics,
John Wiley & Sons, Ltd., vol. 19(5), pages 551-565.
- Shields, KalvInder & Kevin B Grier & Olan T Henry & Nilss Olekalns, 2003. "The Asymmetric Effects of Uncertainty on Inflation and Output Growth," Royal Economic Society Annual Conference 2003 187, Royal Economic Society.
- Lach, Saul & Tsiddon, Daniel, 1992. "The Behavior of Prices and Inflation: An Empirical Analysis of Disaggregated Price Data," Journal of Political Economy, University of Chicago Press, vol. 100(2), pages 349-389, April.
- Christopher F. Baum & John Barkoulas & Mustafa Caglayan, 1996.
"Persistence in International Inflation Rates,"
Boston College Working Papers in Economics
333., Boston College Department of Economics.
- Lee, Sang-Won & Hansen, Bruce E., 1994. "Asymptotic Theory for the Garch(1,1) Quasi-Maximum Likelihood Estimator," Econometric Theory, Cambridge University Press, vol. 10(01), pages 29-52, March.
- Blackburn, Keith & Pelloni, Alessandra, 2004. "On the relationship between growth and volatility," Economics Letters, Elsevier, vol. 83(1), pages 123-127, April.
- Barsky, Robert B., 1987.
"The Fisher hypothesis and the forecastability and persistence of inflation,"
Journal of Monetary Economics,
Elsevier, vol. 19(1), pages 3-24, January.
- Robert B. Barsky, 1986. "The Fisher Hypothesis and the Forecastability and Persistence of Inflation," NBER Working Papers 1927, National Bureau of Economic Research, Inc.
- Peter C.B. Phillips & Pierre Perron, 1986.
"Testing for a Unit Root in Time Series Regression,"
Cowles Foundation Discussion Papers
795R, Cowles Foundation for Research in Economics, Yale University, revised Sep 1987.
- Phillips, P.C.B., 1986. "Testing for a Unit Root in Time Series Regression," Cahiers de recherche 8633, Universite de Montreal, Departement de sciences economiques.
- Tom Doan, "undated". "PPUNIT: RATS procedure to perform Phillips-Perron Unit Root test," Statistical Software Components RTS00160, Boston College Department of Economics.
- Lumsdaine, Robin L, 1996. "Consistency and Asymptotic Normality of the Quasi-maximum Likelihood Estimator in IGARCH(1,1) and Covariance Stationary GARCH(1,1) Models," Econometrica, Econometric Society, vol. 64(3), pages 575-596, May.
- Vining, Daniel R, Jr & Elwertowski, Thomas C, 1976. "The Relationship between Relative Prices and the General Price Level," American Economic Review, American Economic Association, vol. 66(4), pages 699-708, September.
- 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.
- 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.).
- Friedman, Milton, 1977. "Nobel Lecture: Inflation and Unemployment," Journal of Political Economy, University of Chicago Press, vol. 85(3), pages 451-472, June.
- Bollerslev, Tim, 1986.
"Generalized autoregressive conditional heteroskedasticity,"
Journal of Econometrics,
Elsevier, vol. 31(3), pages 307-327, April.
- Tim Bollerslev, 1986. "Generalized autoregressive conditional heteroskedasticity," EERI Research Paper Series EERI RP 1986/01, Economics and Econometrics Research Institute (EERI), Brussels.
- A. Sandmo, 1970. "The Effect of Uncertainty on Saving Decisions," Review of Economic Studies, Oxford University Press, vol. 37(3), pages 353-360.
- Fountas, Stilianos & Karanasos,Menelaos, 2001.
"Inflation and Output Growth Uncertainty and their Relationship with Inflation and Output Growth,"
0053, National University of Ireland Galway, Department of Economics, revised 2001.
- Fountas, Stilianos & Karanasos, Menelaos & Kim, Jinki, 2002. "Inflation and output growth uncertainty and their relationship with inflation and output growth," Economics Letters, Elsevier, vol. 75(3), pages 293-301, May.
- Max Gillman & Michal Kejak, 2005. "Contrasting Models of the Effect of Inflation on Growth," Journal of Economic Surveys, Wiley Blackwell, vol. 19(1), pages 113-136, 02.
- Grier, Kevin B. & Perry, Mark J., 1998. "On inflation and inflation uncertainty in the G7 countries," Journal of International Money and Finance, Elsevier, vol. 17(4), pages 671-689, August.
- Baum, Christopher F. & Caglayan, Mustafa & Ozkan, Neslihan & Talavera, Oleksandr, 2006.
"The impact of macroeconomic uncertainty on non-financial firms' demand for liquidity,"
Review of Financial Economics,
Elsevier, vol. 15(4), pages 289-304.
- Christopher F. Baum & Mustafa Caglayan & Neslihan Ozkan & Oleksandr Talavera, 2002. "The Impact of Macroeconomic Uncertainty on Non-Financial Firms' Demand for Liquidity," Boston College Working Papers in Economics 552, Boston College Department of Economics, revised 15 Dec 2005.
- Holland, A Steven, 1995. "Inflation and Uncertainty: Tests for Temporal Ordering," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 27(3), pages 827-837, August.
- Baillie, Richard T. & Bollerslev, Tim & Mikkelsen, Hans Ole, 1996.
"Fractionally integrated generalized autoregressive conditional heteroskedasticity,"
Journal of Econometrics,
Elsevier, vol. 74(1), pages 3-30, September.
- Tom Doan, "undated". "RATS programs to replicate Baillie, Bollerslev, Mikkelson FIGARCH results," Statistical Software Components RTZ00009, Boston College Department of Economics.
- Francis X. Diebold & Glenn D. Rudebusch, 1988.
"Long memory and persistence in aggregate output,"
Finance and Economics Discussion Series
7, Board of Governors of the Federal Reserve System (U.S.).
- Iscan, Talan & Osberg, Lars, 1998. "The Link between Inflation and Output Variability in Canada: Note," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 30(2), pages 261-272, May.
- Conrad, C. & Karanasos, M., 2005. "On the inflation-uncertainty hypothesis in the USA, Japan and the UK: a dual long memory approach," Japan and the World Economy, Elsevier, vol. 17(3), pages 327-343, August.
- Caporale, Tony & McKiernan, Barbara, 1996. "The Relationship between Output Variability and Growth: Evidence from Post War UK Data," Scottish Journal of Political Economy, Scottish Economic Society, vol. 43(2), pages 229-236, May.
- Peter C.B. Phillips, 1985.
"Time Series Regression with a Unit Root,"
Cowles Foundation Discussion Papers
740R, Cowles Foundation for Research in Economics, Yale University, revised Feb 1986.
- Bollerslev, Tim, 1990. "Modelling the Coherence in Short-run Nominal Exchange Rates: A Multivariate Generalized ARCH Model," The Review of Economics and Statistics, MIT Press, vol. 72(3), pages 498-505, August.
- Logue, Dennis E & Sweeney, Richard James, 1981. "Inflation and Real Growth: Some Empirical Results: A Note," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 13(4), pages 497-501, November.
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