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Asymmetric inflation dynamics: Evidence from quantile regression analysis

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  • Tsong, Ching-Chuan
  • Lee, Cheng-Feng
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    Abstract

    This paper applies the regression quantile approach developed by Koenker and Xiao (2004) to investigate the dynamic behavior of inflation in 12 OECD countries. By analyzing the behavior in a wide range of quantiles, this method allows us to quantify the influence of various sizes of shocks that hit the inflation, and is able to capture possible asymmetric adjustment of the inflation towards to its long-run equilibrium. It therefore sheds new lights on the inflation dynamics compared with the conventional unit root methodologies. Our results suggest that generally, the inflation rates are not only mean-reverting but also exhibit asymmetries in their dynamic adjustments, in which large negative shocks tend to induce strong mean reversion, and on the contrary, large positive shocks do not. Policy implications related to the empirical findings are also provided.

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    Bibliographic Info

    Article provided by Elsevier in its journal Journal of Macroeconomics.

    Volume (Year): 33 (2011)
    Issue (Month): 4 ()
    Pages: 668-680

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    Handle: RePEc:eee:jmacro:v:33:y:2011:i:4:p:668-680

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    Web page: http://www.elsevier.com/locate/inca/622617

    Related research

    Keywords: Inflation rate; Quantile regression;

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    1. Roger Koenker & Zhijie Xiao, 2004. "Unit Root Quantile Autoregression Inference," Journal of the American Statistical Association, American Statistical Association, vol. 99, pages 775-787, January.
    2. Perron, Pierre, 1989. "The Great Crash, the Oil Price Shock, and the Unit Root Hypothesis," Econometrica, Econometric Society, vol. 57(6), pages 1361-1401, November.
    3. Serena Ng & Pierre Perron, 2001. "LAG Length Selection and the Construction of Unit Root Tests with Good Size and Power," Econometrica, Econometric Society, vol. 69(6), pages 1519-1554, November.
    4. Martin D.D. Evans & Karen K. Lewis, 1993. "Do Expected Shifts in Inflation Affect Estimates of the Long-Run Fisher Relation?," Working Papers 93-06, New York University, Leonard N. Stern School of Business, Department of Economics.
    5. Culver, Sarah E & Papell, David H, 1997. "Is There a Unit Root in the Inflation Rate? Evidence from Sequential Break and Panel Data Models," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 12(4), pages 435-44, July-Aug..
    6. Elliott, Graham & Jansson, Michael, 2000. "Testing for Unit Roots with Stationary Covariances," University of California at San Diego, Economics Working Paper Series qt47k7z69n, Department of Economics, UC San Diego.
    7. Camarero, M. & Esteve, V. & Tamarit, C., 1996. "Price Convergence of Periphical European Countries on the Way to the EMU: A Time Series Approach," Weiss Center Working Papers 96-2, Wharton School - Weiss Center for International Financial Research.
    8. Chang, Yoosoon, 2002. "Nonlinear IV Unit Root Tests in Panels with Cross-Sectional Dependency," Working Papers 2000-08, Rice University, Department of Economics.
    9. O'Reilly,Gerard & Whelan, Karl, 2004. "Has Euro-Area Inflation Persistence Changed Over Time?," Research Technical Papers 4/RT/04, Central Bank of Ireland.
    10. Beechey, Meredith & Österholm, Pär, 2009. "Time-varying inflation persistence in the Euro area," Economic Modelling, Elsevier, vol. 26(2), pages 532-535, March.
    11. Im, Kyung So & Pesaran, M. Hashem & Shin, Yongcheol, 2003. "Testing for unit roots in heterogeneous panels," Journal of Econometrics, Elsevier, vol. 115(1), pages 53-74, July.
    12. Ching‐chuan Tsong & Cheng‐feng Lee, 2010. "Testing For Stationarity Of Inflation Rates With Covariates," South African Journal of Economics, Economic Society of South Africa, vol. 78(4), pages 344-362, December.
    13. William J. Crowder & Mark E. Wohar, 1999. "Are Tax Effects Important in the Long-Run Fisher Relationship? Evidence from the Municipal Bond Market," Journal of Finance, American Finance Association, vol. 54(1), pages 307-317, 02.
    14. Levin, Andrew T. & Piger, Jeremy M., 2004. "Is inflation persistence intrinsic in industrial economies?," Working Paper Series 0334, European Central Bank.
    15. Ignazio Angeloni & Luc Aucremanne & Michael Ehrmann & Jordi Galí & Andrew Levin & Frank Smets, 2006. "New Evidence on Inflation Persistence and Price Stickiness in the Euro Area: Implications for Macro Modeling," Journal of the European Economic Association, MIT Press, vol. 4(2-3), pages 562-574, 04-05.
    16. Baillie, Richard T & Chung, Ching-Fan & Tieslau, Margie A, 1996. "Analysing Inflation by the Fractionally Integrated ARFIMA-GARCH Model," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 11(1), pages 23-40, Jan.-Feb..
    17. Rapach, David E. & Weber, Christian E., 2004. "Are real interest rates really nonstationary? New evidence from tests with good size and power," Journal of Macroeconomics, Elsevier, vol. 26(3), pages 409-430, September.
    18. Wojciech Charemza & Daniela Hristova & Peter Burridge, 2005. "Is inflation stationary?," Applied Economics, Taylor & Francis Journals, vol. 37(8), pages 901-903.
    19. Christian Murray & David Papell, 2005. "The purchasing power parity puzzle is worse than you think," Empirical Economics, Springer, vol. 30(3), pages 783-790, October.
    20. Zhang, Chengsi & Clovis, Joel, 2010. "China inflation dynamics: Persistence and policy regimes," Journal of Policy Modeling, Elsevier, vol. 32(3), pages 373-388, May.
    21. Bruce E. Hansen & Mehmet Caner, 1997. "Threshold Autoregressions with a Unit Root," Boston College Working Papers in Economics 381, Boston College Department of Economics.
    22. Hansen, Bruce E., 1995. "Rethinking the Univariate Approach to Unit Root Testing: Using Covariates to Increase Power," Econometric Theory, Cambridge University Press, vol. 11(05), pages 1148-1171, October.
    23. Henry, Olan T. & Shields, Kalvinder, 2004. "Is there a unit root in inflation?," Journal of Macroeconomics, Elsevier, vol. 26(3), pages 481-500, September.
    24. Davis, George & Kanago, Bryce, 1998. "High and Uncertain Inflation: Results from a New Data Set," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 30(2), pages 218-30, May.
    25. Lee, Hsiu-Yun & Wu, Jyh-Lin, 2001. "Mean Reversion of Inflation Rates: Evidence from 13 OECD Countries," Journal of Macroeconomics, Elsevier, vol. 23(3), pages 477-487, July.
    26. Nicoletta Batini, 2006. "Euro area inflation persistence," Empirical Economics, Springer, vol. 31(4), pages 977-1002, November.
    27. Levin, Andrew & Lin, Chien-Fu & James Chu, Chia-Shang, 2002. "Unit root tests in panel data: asymptotic and finite-sample properties," Journal of Econometrics, Elsevier, vol. 108(1), pages 1-24, May.
    28. Rose, Andrew Kenan, 1988. " Is the Real Interest Rate Stable?," Journal of Finance, American Finance Association, vol. 43(5), pages 1095-1112, December.
    29. Boldin Michael D., 1999. "Should Policy Makers Worry about Asymmetries in the Business Cycle?," Studies in Nonlinear Dynamics & Econometrics, De Gruyter, vol. 3(4), pages 1-20, January.
    30. Daal, Elton & Naka, Atsuyuki & Sanchez, Benito, 2005. "Re-examining inflation and inflation uncertainty in developed and emerging countries," Economics Letters, Elsevier, vol. 89(2), pages 180-186, November.
    31. Nikolaou, Kleopatra, 2008. "The behaviour of the real exchange rate: Evidence from regression quantiles," Journal of Banking & Finance, Elsevier, vol. 32(5), pages 664-679, May.
    32. Crowder, William J & Hoffman, Dennis L, 1996. "The Long-Run Relationship between Nominal Interest Rates and Inflation: The Fisher Equation Revisited," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 28(1), pages 102-18, February.
    33. Taylor, John B., 2000. "Low inflation, pass-through, and the pricing power of firms," European Economic Review, Elsevier, vol. 44(7), pages 1389-1408, June.
    34. Frederic S. Mishkin, 2008. "Challenges for Inflation Targeting in Emerging Market Countries," Emerging Markets Finance and Trade, M.E. Sharpe, Inc., vol. 44(6), pages 5-16, November.
    35. Nelson, Charles R. & Plosser, Charles I., 1982. "Trends and random walks in macroeconmic time series : Some evidence and implications," Journal of Monetary Economics, Elsevier, vol. 10(2), pages 139-162.
    36. Tsung-wu Ho, 2009. "The inflation rates may accelerate after all: panel evidence from 19 OECD economies," Empirical Economics, Springer, vol. 36(1), pages 55-64, February.
    37. Jansson, Michael, 2004. "Stationarity Testing With Covariates," Econometric Theory, Cambridge University Press, vol. 20(01), pages 56-94, February.
    38. Pivetta, Frederic & Reis, Ricardo, 2007. "The persistence of inflation in the United States," Journal of Economic Dynamics and Control, Elsevier, vol. 31(4), pages 1326-1358, April.
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    Cited by:
    1. Çiçek, Serkan & Akar, Cüneyt, 2013. "The asymmetry of inflation adjustment in Turkey," Economic Modelling, Elsevier, vol. 31(C), pages 104-118.
    2. C C Tsong & A Hachicha, 2014. "Revisiting the Fisher Hypothesis for Several Selected Developing Economies: a Quantile Cointegration Approach," Economic Issues Journal Articles, Economic Issues, vol. 19(1), pages 57-72, March.
    3. Tillmann, Peter & Wolters, Maik H., 2014. "The changing dynamics of US inflation persistence: A quantile regression approach," Economics Working Papers 2014-09, Christian-Albrechts-University of Kiel, Department of Economics.
    4. Tsong, Ching-Chuan & Wu, Chien-Wei & Chiu, Hsien-Hung & Lee, Cheng-Feng, 2013. "Covariate unit root tests under structural change and asymmetric STAR dynamics," Economic Modelling, Elsevier, vol. 33(C), pages 101-112.
    5. Lee, Cheng-Feng & Hu, Te-Chung & Li, Ping-Cheng & Tsong, Ching-Chuan, 2013. "Asymmetric behavior of unemployment rates: Evidence from the quantile covariate unit root test," Japan and the World Economy, Elsevier, vol. 28(C), pages 72-84.

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