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Do Financial Variables Help Predict Macroeconomic Environment? The Case of the Czech Republic

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  • Tomas Havranek
  • Roman Horvath
  • Jakub Mateju

Abstract

In this paper, we 1) examine the interactions of financial variables and the macroeconomy within the block-restriction vector autoregression model and 2) evaluate to what extent the financial variables improve the forecasts of GDP growth and inflation. For this reason, various financial variables are examined, including those unexplored in previous literature, such as the share of liquid assets in the banking industry and the loan loss provision rate. Our results suggest that financial variables have a systematic and statistically significant effect on macroeconomic fluctuations. In terms of forecast evaluation, financial variables in general seem to improve the forecast of macroeconomic variables, but the predictive performance of individual financial variables varies over time, in particular during the 2008–2009 crisis.

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Bibliographic Info

Paper provided by Czech National Bank, Research Department in its series Working Papers with number 2010/06.

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Date of creation: Dec 2010
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Handle: RePEc:cnb:wpaper:2010/06

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Keywords: Forecasting; macroeconomic and financial linkages; vector autoregressions.;

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  1. Tomáš Holub, 2008. "Causes of Deviations from the CNB’s Inflation Targets: An Empirical Analysis," Czech Journal of Economics and Finance (Finance a uver), Charles University Prague, Faculty of Social Sciences, vol. 58(09-10), pages 425-433, December.
  2. Jacobson, Tor & Lindé, Jesper & Roszbach, Kasper, 2005. "Exploring Interactions between Real Activity and the Financial Stance," Working Paper Series 184, Sveriges Riksbank (Central Bank of Sweden).
  3. Arturo Estrella & Anthony P. Rodrigues & Sebastian Schich, 2003. "How Stable is the Predictive Power of the Yield Curve? Evidence from Germany and the United States," The Review of Economics and Statistics, MIT Press, vol. 85(3), pages 629-644, August.
  4. Goodhart, Charles & Hofmann, Boris, 2000. "Do Asset Prices Help to Predict Consumer Price Inflation?," Manchester School, University of Manchester, vol. 68(0), pages 122-40, Supplemen.
  5. Marc Hallin & Mario Forni & Marco Lippi & Lucrezia Reichlin, 2003. "Do financial variables help forecasting inflation and real activity in the Euro area ?," ULB Institutional Repository 2013/2123, ULB -- Universite Libre de Bruxelles.
  6. Elbourne, Adam & de Haan, Jakob, 2006. "Financial structure and monetary policy transmission in transition countries," Journal of Comparative Economics, Elsevier, vol. 34(1), pages 1-23, March.
  7. David O. Cushman & Tao Zha, 1995. "Identifying monetary policy in a small open economy under flexible exchange rates," Working Paper 95-7, Federal Reserve Bank of Atlanta.
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