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CPI and inflation in Kenya. Structural breaks, non-linearities and dependence

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  • Gil-Alana, Luis A.
  • Mudida, Robert

Abstract

This paper deals with the analysis of inflation in Kenya. We use data from the Consumer Price Index and inflation to examine, among other issues, features such as the presence of structural breaks, non-linearities and time dependence or persistence in the data. The results indicate the presence of a structural break in the inflation rate taking place in 1994, observing a level shift and a reduction in the degree of integration of the series. However, the results change depending on the assumptions made on the error term. Thus, under no autocorrelation the unit root hypothesis cannot be rejected in any of the two subsamples; however, under the more realistic assumption of autocorrelation, mean reversion takes places in the two subsample, with a slightly reduction after the break. These results are explained in terms of the policy reform and intervention during the last two decades, and some policy recommendations are also presented in the paper.

Suggested Citation

  • Gil-Alana, Luis A. & Mudida, Robert, 2017. "CPI and inflation in Kenya. Structural breaks, non-linearities and dependence," International Economics, Elsevier, vol. 150(C), pages 72-79.
  • Handle: RePEc:eee:inteco:v:150:y:2017:i:c:p:72-79
    DOI: 10.1016/j.inteco.2016.12.003
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    References listed on IDEAS

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    1. Luis Alberiko Gil-Alaña & Robert Mudida, 2012. "Nominal exchange rates in Kenya. Are shocks transitory or permanent? An empirical investigation based on fractional integration," NCID Working Papers 06/2012, Navarra Center for International Development, University of Navarra.
    2. Bos, Charles S. & Franses, Philip Hans & Ooms, Marius, 2002. "Inflation, forecast intervals and long memory regression models," International Journal of Forecasting, Elsevier, vol. 18(2), pages 243-264.
    3. Lobato, Ignacio N & Savin, N E, 1998. "Real and Spurious Long-Memory Properties of Stock-Market Data," Journal of Business & Economic Statistics, American Statistical Association, vol. 16(3), pages 261-268, July.
    4. Okimoto, Tatsuyoshi & Shimotsu, Katsumi, 2010. "Decline in the persistence of real exchange rates, but not sufficient for purchasing power parity," Journal of the Japanese and International Economies, Elsevier, vol. 24(3), pages 395-411, September.
    5. Anh D.M. Nguyen & Jemma Dridib & Filiz D. Unsal & Oral H. Williams, 2017. "On the drivers of inflation in Sub-Saharan Africa," International Economics, CEPII research center, issue 151, pages 71-84.
    6. Boutahar, Mohamed & Mootamri, Imène & Péguin-Feissolle, Anne, 2009. "A fractionally integrated exponential STAR model applied to the US real effective exchange rate," Economic Modelling, Elsevier, vol. 26(2), pages 335-341, March.
    7. Zivot, Eric & Andrews, Donald W K, 2002. "Further Evidence on the Great Crash, the Oil-Price Shock, and the Unit-Root Hypothesis," Journal of Business & Economic Statistics, American Statistical Association, vol. 20(1), pages 25-44, January.
    8. Cyrus Mutuku & Kirwa Lelei Ng¡¯eny, 2015. "Macroeconomic Variables and the Kenyan Equity Market: A Time Series Analysis," Business and Economic Research, Macrothink Institute, vol. 5(1), pages 1-10, June.
    9. Luis A. Gil‐Alana, 2008. "Fractional integration and structural breaks at unknown periods of time," Journal of Time Series Analysis, Wiley Blackwell, vol. 29(1), pages 163-185, January.
    10. Ohanissian, Arek & Russell, Jeffrey R. & Tsay, Ruey S., 2008. "True or Spurious Long Memory? A New Test," Journal of Business & Economic Statistics, American Statistical Association, vol. 26, pages 161-175, April.
    11. Perron, Pierre, 1997. "Further evidence on breaking trend functions in macroeconomic variables," Journal of Econometrics, Elsevier, vol. 80(2), pages 355-385, October.
    12. Dick Durevall & Bo Sjö, 2012. "Working Paper 151 - The Dynamics of Inflation in Ethiopia and Kenya," Working Paper Series 400, African Development Bank.
    13. Bierens, Herman J., 1997. "Testing the unit root with drift hypothesis against nonlinear trend stationarity, with an application to the US price level and interest rate," Journal of Econometrics, Elsevier, vol. 81(1), pages 29-64, November.
    14. Abadir, Karim M. & Distaso, Walter & Giraitis, Liudas, 2007. "Nonstationarity-extended local Whittle estimation," Journal of Econometrics, Elsevier, vol. 141(2), pages 1353-1384, December.
    15. Lobato, Ignacio N & Savin, N E, 1998. "Real and Spurious Long-Memory Properties of Stock-Market Data: Reply," Journal of Business & Economic Statistics, American Statistical Association, vol. 16(3), pages 280-283, July.
    16. Misati, Roseline Nyakerario & Munene, Olive, 2015. "Second Round Effects And Pass-Through Of Food Prices To Inflation In Kenya," International Journal of Food and Agricultural Economics (IJFAEC), Alanya Alaaddin Keykubat University, Department of Economics and Finance, vol. 3(3), pages 1-13, July.
    17. Adam, Christopher & Collier, Paul & Ndung'u, Njuguna (ed.), 2010. "Kenya: Policies for Prosperity," OUP Catalogue, Oxford University Press, number 9780199602377.
    18. Roseline Nyakerario Misati & Esman Morekwa Nyamongo & Lucas Kamau Njoroge & Sheila Kaminchia, 2012. "Feasibility of inflation targeting in an emerging market: evidence from Kenya," Journal of Financial Economic Policy, Emerald Group Publishing Limited, vol. 4(2), pages 146-159, May.
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    1. Mateo Isoardi & Luis A. Gil-Alana, 2019. "Inflation in Argentina: Analysis of Persistence Using Fractional Integration," Eastern Economic Journal, Palgrave Macmillan;Eastern Economic Association, vol. 45(2), pages 204-223, April.

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    More about this item

    Keywords

    Prices; Inflation; Non-linearities; Long memory; Structural breaks; Kenya;
    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

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