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Forecasting Financial Stress and Economic Sensitivity in CEE countries

Author

Listed:
  • Maciej Krzak
  • Grzegorz Poniatowski
  • Katarzyna W¹sik

Abstract

This paper presents forecasts for the Financial Stress Index (FSI) and the Economic Sensitivity Index (ESI) for the period 2014-2015 for six countries in the region, namely the Czech Republic, Estonia, Hungary, Latvia, Lithuania and Poland. It is a continuation of the endeavor to construct synthetic indices measuring financial stress and economic sensitivity for twelve Central and East European countries using the Principal Component Analysis. In order to obtain forecasts of the FSI, we estimated Vector Autoregression (VAR) models on monthly data for the period 2001-2012 separately for all the countries. Using quarterly historical values of ESI and FSI, we estimated Dynamic Panel Data Model for the complete sample of countries. Parameters of the model were later used for forecasting the ESI. Obtained results suggest that the FSI will start to rise in 2014 in the Czech Republic, Lithuania, and Estonia. For Latvia and Hungary, we observed a conversion in the trend, i.e. at the beginning of 2015, when the index should start to fall. According to our forecasts, the ESI will be rising in the next two years, except for Hungary, where we predict a continuous decrease in economic sensitivity.

Suggested Citation

  • Maciej Krzak & Grzegorz Poniatowski & Katarzyna W¹sik, 2014. "Forecasting Financial Stress and Economic Sensitivity in CEE countries," CASE Network Studies and Analyses 0474, CASE-Center for Social and Economic Research.
  • Handle: RePEc:sec:cnstan:0474
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    More about this item

    Keywords

    financial stress; economic sensitivity; economic indicators; Central and Eastern Europe;
    All these keywords.

    JEL classification:

    • G01 - Financial Economics - - General - - - Financial Crises
    • E32 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Business Fluctuations; Cycles
    • C43 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: Special Topics - - - Index Numbers and Aggregation

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