Advanced Search
MyIDEAS: Login

The Role of Seasonality and Monetary Policy in Inflation Forecasting

Contents:

Author Info

  • Francis Y. Kumah
Registered author(s):

    Abstract

    Adequate modeling of the seasonal structure of consumer prices is essential for inflation forecasting. This paper suggests a new econometric approach for jointly determining inflation forecasts and monetary policy stances, particularly where seasonal fluctuations of economic activity and prices are pronounced. In an application of the framework, the paper characterizes and investigates the stability of the seasonal pattern of consumer prices in the Kyrgyz Republic and estimates optimal money growth and implied exchange rate paths along with a jointly determined inflation forecast. The approach uses two broad specifications of an augmented error-correction model-with and without seasonal components. Findings from the paper confirm empirical superiority (in terms of information content and contributions to policymaking) of augmented error-correction models of inflation over single-equation, Box-Jenkins-type general autoregressive seasonal models. Simulations of the estimated errorcorrection models yield optimal monetary policy paths for achieving inflation targets and demonstrate the empirical significance of seasonality and monetary policy in inflation forecasting.

    Download Info

    If you experience problems downloading a file, check if you have the proper application to view it first. In case of further problems read the IDEAS help page. Note that these files are not on the IDEAS site. Please be patient as the files may be large.
    File URL: http://www.imf.org/external/pubs/cat/longres.aspx?sk=19367
    Download Restriction: no

    Bibliographic Info

    Paper provided by International Monetary Fund in its series IMF Working Papers with number 06/175.

    as in new window
    Length: 27
    Date of creation: 01 Jul 2006
    Date of revision:
    Handle: RePEc:imf:imfwpa:06/175

    Contact details of provider:
    Postal: International Monetary Fund, Washington, DC USA
    Phone: (202) 623-7000
    Fax: (202) 623-4661
    Email:
    Web page: http://www.imf.org/external/pubind.htm
    More information through EDIRC

    Order Information:
    Web: http://www.imf.org/external/pubs/pubs/ord_info.htm

    Related research

    Keywords: Forecasting models; inflation; monetary policy; money growth; money supply; inflation forecasts; optimal monetary policy; monetary fund; annual inflation; inflation dynamics; inflation equation; money demand; monetary expansion; inflation rates; forecasting inflation; inflation process; monetary factors; price level; monetary model; central bank; rates of inflation; real output; inflation rate; monetary phenomenon; monetary approach; inflationary impact; rate of growth of money; inflation target; percent annual inflation; low inflation; foreign exchange; price inflation; foreign currency; open market operations; monetary authorities; high rates of money growth; macroeconomic stability; monetary stance;

    This paper has been announced in the following NEP Reports:

    References

    References listed on IDEAS
    Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
    as in new window
    1. Kwiatkowski, Denis & Phillips, Peter C. B. & Schmidt, Peter & Shin, Yongcheol, 1992. "Testing the null hypothesis of stationarity against the alternative of a unit root : How sure are we that economic time series have a unit root?," Journal of Econometrics, Elsevier, vol. 54(1-3), pages 159-178.
    2. Canova, Fabio & Hansen, Bruce E, 1995. "Are Seasonal Patterns Constant over Time? A Test for Seasonal Stability," Journal of Business & Economic Statistics, American Statistical Association, vol. 13(3), pages 237-52, July.
    3. Hyllerberg, S. & Engle, R.F. & Granger, C.W.J. & Yoo, B.S., 1988. "Seasonal Integration And Cointegration," Papers 0-88-2, Pennsylvania State - Department of Economics.
    4. Laura Papi & G. C. Lim, 1997. "An Econometric Analysis of the Determinants of Inflation in Turkey," IMF Working Papers 97/170, International Monetary Fund.
    5. Armine Khachatryan & David A. Grigorian & Grigor Sargsyan, 2004. "Exchange Rate, Money, and Wages," IMF Working Papers 04/229, International Monetary Fund.
    6. Franses, Philip Hans, 1994. "A multivariate approach to modeling univariate seasonal time series," Journal of Econometrics, Elsevier, vol. 63(1), pages 133-151, July.
    7. Gordon de Brouwer & Neil R. Ericsson, 1995. "Modelling Inflation in Australia," RBA Research Discussion Papers rdp9510, Reserve Bank of Australia.
    8. Rodolphe Blavy, 2004. "Inflation and Monetary Pass-Through in Guinea," IMF Working Papers 04/223, International Monetary Fund.
    Full references (including those not matched with items on IDEAS)

    Citations

    Lists

    This item is not listed on Wikipedia, on a reading list or among the top items on IDEAS.

    Statistics

    Access and download statistics

    Corrections

    When requesting a correction, please mention this item's handle: RePEc:imf:imfwpa:06/175. See general information about how to correct material in RePEc.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: (Jim Beardow) or (Hassan Zaidi).

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If references are entirely missing, you can add them using this form.

    If the full references list an item that is present in RePEc, but the system did not link to it, you can help with this form.

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your profile, as there may be some citations waiting for confirmation.

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.