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Inflation persistence in BRICS countries: A quantile autoregressive (QAR) approach

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  • Andrew Phiri
Abstract
Using the quantile autoregression methodology (QAR), this study contributes to the ever-expanding empirical literature by investigating the persistence in inflation for BRICS countries using quarterly time series data collected between 1996 to 2016. Our empirical analysis reveals two crucial findings. Firstly, for all estimated regressions, inflation persistence in the higher percentiles of the QAR regression exhibits unit root tendencies. Secondly, we note that the global financial crisis did alter the levels of inflation persistence at all quantiles for all BRICS countries. Collectively, we advise monetary authorities in BRICS countries to focus on keeping inflation at low and stable rates.

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  • Andrew Phiri, 2018. "Inflation persistence in BRICS countries: A quantile autoregressive (QAR) approach," Business and Economic Horizons (BEH), Prague Development Center, vol. 14(1), pages 97-104, January.
    • Handle: RePEc:pdc:jrnbeh:v:14:y:2018:i:1:p:97-104
    DOI: 10.15208/beh.2018.8
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    1. Koenker, Roger & Xiao, Zhijie, 2006. "Quantile Autoregression," Journal of the American Statistical Association, American Statistical Association, vol. 101, pages 980-990, September.
    2. Amano, Robert, 2007. "Inflation persistence and monetary policy: A simple result," Economics Letters, Elsevier, vol. 94(1), pages 26-31, January.
    3. Sebastiano Manzan & Dawit Zerom, 2015. "Asymmetric Quantile Persistence and Predictability: the Case of US Inflation," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 77(2), pages 297-318, April.
    4. Antonakakis, Nikolaos & Cunado, Juncal & Gil-Alana, Luis A. & Gupta, Rangan, 2016. "Is inflation persistence different in reality?," Economics Letters, Elsevier, vol. 148(C), pages 55-58.
    5. Gil-Alana, Luis A., 2011. "Inflation in South Africa. A long memory approach," Economics Letters, Elsevier, vol. 111(3), pages 207-209, June.
    6. Giorgio Canarella & Stephen M. Miller, 2016. "Inflation persistence and structural breaks," Journal of Economic Studies, Emerald Group Publishing Limited, vol. 43(6), pages 980-1005, November.
    7. Cukierman, Alex, 2017. "Money growth and inflation: Policy lessons from a comparison of the US since 2008 with hyperinflation Germany in the 1920s," Economics Letters, Elsevier, vol. 154(C), pages 109-112.
    8. D. F. Benoit & D. Van Den Poel, 2009. "Benefits of Quantile Regression for the Analysis of Customer Lifetime Value in a Contractual Setting: An Application in Financial Services," Working Papers of Faculty of Economics and Business Administration, Ghent University, Belgium 09/551, Ghent University, Faculty of Economics and Business Administration.
    9. Logan Rangasamy, 2009. "Inflation Persistence And Core Inflation: The Case Of South Africa," South African Journal of Economics, Economic Society of South Africa, vol. 77(3), pages 430-444, September.
    10. Cuestas, Juan Carlos & Harrison, Barry, 2010. "Inflation persistence and nonlinearities in Central and Eastern European countries," Economics Letters, Elsevier, vol. 106(2), pages 81-83, February.
    11. Wolters Maik H. & Tillmann Peter, 2015. "The changing dynamics of US inflation persistence: a quantile regression approach," Studies in Nonlinear Dynamics & Econometrics, De Gruyter, vol. 19(2), pages 161-182, April.
    12. Colucci, Domenico & Valori, Vincenzo, 2015. "Stabilizing inflation in a simple monetary policy model with heterogeneous agents," Mathematics and Computers in Simulation (MATCOM), Elsevier, vol. 108(C), pages 233-244.
    13. Giorgio Canarella & Stephen M. Miller, 2016. "Inflation Persistence and Structural Breaks: The Experience of Inflation Targeting Countries and the US," Working papers 2016-21, University of Connecticut, Department of Economics.
    14. Nicoletta Batini, 2006. "Euro area inflation persistence," Empirical Economics, Springer, vol. 31(4), pages 977-1002, November.
    15. Andrew Phiri, 2016. "Inflation persistence in African countries: Does inflation targeting matter?," Economics and Business Letters, Oviedo University Press, vol. 5(3), pages 65-71.
    16. Mehmet Balcilar & Rangan Gupta & Charl Jooste, 2016. "Analyzing South Africa’s inflation persistence using an ARFIMA model with Markov-switching fractional differencing parameter," Journal of Developing Areas, Tennessee State University, College of Business, vol. 50(1), pages 47-57, January-M.
    17. Phiri, Andrew, 2016. "Changes in inflation persistence prior and subsequent to the subprime crisis: What are the implications for South Africa?," MPRA Paper 70645, University Library of Munich, Germany.
    18. Estefania Mourelle & Juan Carlos Cuestas & Luis Alberiko Gil‐alana, 2011. "Is There An Asymmetric Behaviour In African Inflation? A Non‐Linear Approach," South African Journal of Economics, Economic Society of South Africa, vol. 79(1), pages 68-90, March.
    19. Koenker, Roger W & Bassett, Gilbert, Jr, 1978. "Regression Quantiles," Econometrica, Econometric Society, vol. 46(1), pages 33-50, January.
    20. Andrew Phiri, 2012. "Threshold effects and inflation persistence in South Africa," Journal of Financial Economic Policy, Emerald Group Publishing Limited, vol. 4(3), pages 247-269, July.
    21. Gerlach, Stefan & Tillmann, Peter, 2012. "Inflation targeting and inflation persistence in Asia–Pacific," Journal of Asian Economics, Elsevier, vol. 23(4), pages 360-373.
    22. Moore, Bartholomew, 2014. "Monetary policy regimes and inflation in the new-Keynesian model," Journal of Macroeconomics, Elsevier, vol. 40(C), pages 323-337.
    23. Luis A. Gil-Alana & Andrea Mervar & James E. Payne, 2017. "The stationarity of inflation in Croatia: anti-inflation stabilization program and the change in persistence," Economic Change and Restructuring, Springer, vol. 50(1), pages 45-58, February.
    24. Roger Koenker & Kevin F. Hallock, 2001. "Quantile Regression," Journal of Economic Perspectives, American Economic Association, vol. 15(4), pages 143-156, Fall.
    25. A. J. Khadaroo, 2005. "A threshold in inflation dynamics: evidence from emerging countries," Applied Economics, Taylor & Francis Journals, vol. 37(6), pages 719-723.
    26. Gadzinski, Gregory & Orlandi, Fabrice, 2004. "Inflation persistence in the European Union, the euro area, and the United States," Working Paper Series 414, European Central Bank.
    27. Gaffeo, Edoardo & Canzian, Giulia, 2011. "The psychology of inflation, monetary policy and macroeconomic instability," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 40(5), pages 660-670.
    28. Tsong, Ching-Chuan & Lee, Cheng-Feng, 2011. "Asymmetric inflation dynamics: Evidence from quantile regression analysis," Journal of Macroeconomics, Elsevier, vol. 33(4), pages 668-680.
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    Cited by:

    1. Yadavindu Ajit & Taniya Ghosh, 2024. "A Historical perspective on India's inflation persistence: A Quantile analysis," Indira Gandhi Institute of Development Research, Mumbai Working Papers 2024-015, Indira Gandhi Institute of Development Research, Mumbai, India.

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    More about this item

    Keywords

    BRICS; Emerging Economies; Inflation persistence; Quantile regression.;
    All these keywords.

    JEL classification:

    • C21 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Cross-Sectional Models; Spatial Models; Treatment Effect Models
    • C31 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Cross-Sectional Models; Spatial Models; Treatment Effect Models; Quantile Regressions; Social Interaction Models

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