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Heterogeneity and cross-country spillovers in macroeconomic-financial linkages

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  • Ciccarelli, Matteo
  • Ortega, Eva
  • Valderrama, Maria Teresa

Abstract

We investigate heterogeneity and spillovers in macro-financial linkages across developed economies, with a particular emphasis in the most recent recession. A panel Bayesian VAR model including real and financial variables identifies a statistically significant common component, which turns out to be very significant during the most recent recession. Nevertheless, countryspecific factors remain important, which explains the heterogeneous behaviour across countries observed over time. Moreover, spillovers across countries and between real and financial variables are found to matter: A shock to a variable in a given country affects all other countries, and the transmission seems to be faster and deeper between financial variables than between real variables. Finally, shocks spill over in a heterogeneous way across countries. JEL Classification: C11, C33, E32, F44

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Bibliographic Info

Paper provided by European Central Bank in its series Working Paper Series with number 1498.

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Date of creation: Nov 2012
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Handle: RePEc:ecb:ecbwps:20121498

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Keywords: financial crisis; macro-financial linkages; panel VAR models;

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References

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  1. Pesaran, M. H. & Shin, Y., 1997. "Generalised Impulse Response Analysis in Linear Multivariate Models," Cambridge Working Papers in Economics 9710, Faculty of Economics, University of Cambridge.
  2. Fabio Canova & Matteo Ciccarelli & Eva Ortega, 2009. "Do institutional changes affect business cycles? Evidence from Europe," Banco de Espa�a Working Papers 0921, Banco de Espa�a.
  3. Matteo Ciccarelli & Fabio Canova, 2006. "Estimating Multi-country VAR models," Computing in Economics and Finance 2006 478, Society for Computational Economics.
  4. Kadiyala, K Rao & Karlsson, Sune, 1997. "Numerical Methods for Estimation and Inference in Bayesian VAR-Models," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 12(2), pages 99-132, March-Apr.
  5. Sargent, Thomas J, 1989. "Two Models of Measurements and the Investment Accelerator," Journal of Political Economy, University of Chicago Press, vol. 97(2), pages 251-87, April.
  6. Chib, Siddhartha & Greenberg, Edward, 1995. "Hierarchical analysis of SUR models with extensions to correlated serial errors and time-varying parameter models," Journal of Econometrics, Elsevier, vol. 68(2), pages 339-360, August.
  7. Fabio Canova & Matteo Ciccarelli, 2011. "ClubMed? Cyclical fluctuations in the Mediterranean basin," Economics Working Papers 1258, Department of Economics and Business, Universitat Pompeu Fabra, revised Mar 2012.
  8. Ciccarelli, Matteo & Peydró, José-Luis & Maddaloni, Angela, 2010. "Trusting the bankers: a new look at the credit channel of monetary policy," Working Paper Series 1228, European Central Bank.
  9. Lane, Philip R. & Milesi-Ferretti, Gian Maria, 2006. "The External Wealth of Nations Mark II: Revised and Extended Estimates of Foreign Assets and Liabilities, 1970-2004," CEPR Discussion Papers 5644, C.E.P.R. Discussion Papers.
  10. Fabio Canova & Matteo Ciccarelli & Eva Ortega, 2003. "Similarities and convergence in G-7 cycles," Economics Working Papers 924, Department of Economics and Business, Universitat Pompeu Fabra, revised Aug 2004.
  11. Hideaki Hirata & M. Ayhan Kose & Christopher Otrok, 2013. "Regionalization vs. Globalization," Koç University-TUSIAD Economic Research Forum Working Papers 1302, Koc University-TUSIAD Economic Research Forum.
  12. Christopher Otrok & Ayhan Kose & Mario J. Crucini, 2009. "What are the driving forces of international business cycles," 2009 Meeting Papers 820, Society for Economic Dynamics.
  13. Giannone, Domenico & Lenza, Michele & Reichlin, Lucrezia, 2012. "Money, credit, monetary policy and the business cycle in the euro area," CEPR Discussion Papers 8944, C.E.P.R. Discussion Papers.
  14. Michael Biggs & Thomas Mayer & Andreas Pick, 2009. "Credit and economic recovery," DNB Working Papers 218, Netherlands Central Bank, Research Department.
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Cited by:
  1. Canova, Fabio & Ciccarelli, Matteo, 2013. "Panel vector autoregressive models: a survey," Working Paper Series 1507, European Central Bank.
  2. Prieto, Esteban & Eickmeier, Sandra & Marcellino, Massimiliano, 2013. "Time variation in macro-financial linkages," Discussion Papers 13/2013, Deutsche Bundesbank, Research Centre.
  3. Canova, Fabio & Ciccarelli, Matteo, 2013. "Panel Vector Autoregressive Models: A Survey," CEPR Discussion Papers 9380, C.E.P.R. Discussion Papers.

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