Acta Oeconomica Pragensia 2015, 23(2):3-21 | DOI: 10.18267/j.aop.467

Trends in the CZK Development and AR(I)MA Forecasting

Ota Melcher
Vysoká škola ekonomická v Praze, Fakulta mezinárodních vztahů, katedra mezinárodního obchodu (e-mail: ota.melcher@vse.cz).

The European integration process has had severe impacts on the development of exchange rates of member states' currencies. For small and open economies which trade large part of both their production input and output in foreign currencies the real exchange rates are of a special importance. This paper looks at the drivers behind the evolution of the real exchange rate of CZK within the European integration process. Beside the decomposition of the general long term trend, several factors of exchange rate fluctuations are depicted. Furthermore the recent halt in long term trend in real CZK appreciation towards EUR is discussed. Finally the study shows statistical simulation of future nominal EUR/CZK development with help of AR(I)MA models employed on different data series. Models' findings picture the gaps between observed and predicted values in the period following the exchange intervention of the Czech National Bank (CNB) from November 2013.

Keywords: real and nominal exchange rate, ARIMA, ARMA, effective exchange rate, appreciation, depreciation, forecasting, stationarity
JEL classification: E31, E42, F31, F36

Published: April 1, 2015  Show citation

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Melcher, O. (2015). Trends in the CZK Development and AR(I)MA Forecasting. Acta Oeconomica Pragensia23(2), 3-21. doi: 10.18267/j.aop.467
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References

  1. BOX, G.E.P.; JENKINS, G. 1970. Time Series Analysis, Forecasting and Control, Holden-Day: San Francisco, 1970.
  2. CSAJBÓK, A. 2003. The Equilibrium Real Exchange Rate in Hungary: Results from Alternative Approaches. Paper presented at the 2nd workshop on Macroeconomic Policy Research. Magyar Nemzeti Bank.
  3. European Commission, 2012. Scoreboard for the surveillance of macroeconomic imbalances, European Economy Occasional Paper, No 92.
  4. FRAIT, J.; KOMÁREK, L. 2001. Real exchange rate trends in transitional countries. Warwick Economic Research. 2001, No. 596.
  5. FRAIT, J.; KOMÁREK, L. 2001. Na cestě do EU: nominální a reálná konvergence v tranzitivních ekonomikách. Finance a úvěr. 2001, Vol. 51, No. 6, pp. 314-330.
  6. HOLUB, T.; KRÁL, P. 2006. Ověření předpokladů o tempu rovnovážné reálné apreciace vstupujících do čtvrtletních makroekonomických prognóz. Příloha 3 Situační zprávy o hospodářském a měnovém vývoji 2006. Interní materiál ČNB.
  7. KOMÁREK, L.; KOPRNICKÁ, K.; KRÁL, P. 2009. Dlouhodobá reálná apreciace jako fenomén reálné konvergence. Politická ekonomie. 2010, Vol. 58, No. 1, pp. 70-91. Go to original source...
  8. KOPITS, G. 1995. Hungary's preannounced crawling peg. Acta Oeconomica. 1995, Vol. 47, No. 3/4, pp. 267-286.
  9. MANDEL, M. and ZELENKA, V. 2009. Ztráta centrální banky - účetní a ekonomický pohled na příkladě české národní banky. Politická ekonomie. 2009, Vol. 57, No. 6., pp. 723-739. Go to original source...
  10. MANDEL, M., TOMŠÍK, V. 2003. Monetární ekonomie v malé otevřené ekonomice. Praha: Management Press, 2003.
  11. MANIATIS, P. 2012. Forecasting The Exchange Rate Between Euro And USD: Probabilistic Approach Versus ARIMA And Exponential Smoothing Techniques. The Journal of Applied Business Research. 2012, Vol. 28, No. 2, pp. 171-192. Go to original source...
  12. MoF, 2012. Macroeconomic forecast. Ministry of Finance, April 2012.
  13. NELSON, C. R.; PLOSSER, C. I. 1982. Trends and Random Walks in Macroeconomic Time Series: Some Evidence and Implications. Journal of Monetary Economics. 1982, No. 10, pp. 139-162. Go to original source...
  14. OBSTFELD, M.; ROGOFF, K. 1996. Foundations of International Macroeconomics, The MIT Press, 1996. ISBN 978-0262150477.
  15. OECD, 2012. 2011 Economic review - Czech Republic, ECO/EDR(2011), OECD Publishing, 2012.
  16. OECD, 2012. 2012 Economic review - Poland, ECO/EDR(2012), OECD Publishing, 2012.
  17. PIERCE, D. A. 1977. Relationships - and the lack thereof - between economic time series, with special reference to money and interest rates. Journal of the American Statistical Association. 1977, No. 72, pp. 11-26. Go to original source...
  18. TAUŠER, J. 2007. Měnový kurz v mezinárodním podnikání. Praha: Nakladatelství Oeconomica, VŠE, 2007.
  19. WINIECKY, J. 1993. Regional survey. In: Macroeconomics of Transition: London and New York: Routledge, 1993.

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