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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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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. HIRATA Hideaki & Ayhan KOSE & Christopher OTROK, 2013. "Regionalization vs. Globalization," Discussion papers 13004, Research Institute of Economy, Trade and Industry (RIETI).
  2. Michael Biggs & Thomas Mayer & Andreas Pick, 2009. "Credit and economic recovery," DNB Working Papers 218, Netherlands Central Bank, Research Department.
  3. Mario Crucini & Ayhan Kose & Christopher Otrok, 2011. "What are the driving forces of international business cycles?," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 14(1), pages 156-175, January.
  4. Canova, Fabio & Ciccarelli, Matteo & Ortega, Eva, 2007. "Similarities and convergence in G-7 cycles," Journal of Monetary Economics, Elsevier, vol. 54(3), pages 850-878, April.
  5. Domenico Giannone & Michèle Lenza & Lucrezia Reichlin, 2012. "Money, Credit, Monetary Policy and the Business Cycle in the Euro Area," Working Papers ECARES ECARES 2012-008, ULB -- Universite Libre de Bruxelles.
  6. Fabio Canova & Matteo Ciccarelli, 2009. "Estimating Multicountry Var Models," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 50(3), pages 929-959, 08.
  7. 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.
  8. Fabio Canova & Matteo Ciccarelli, 2011. "ClubMed Cyclical Fluctuations in the Mediterranean Basin," Working Papers 532, Barcelona Graduate School of Economics.
  9. Canova, Fabio & Ciccarelli, Matteo & Ortega, Eva, 2012. "Do institutional changes affect business cycles? Evidence from Europe," Journal of Economic Dynamics and Control, Elsevier, vol. 36(10), pages 1520-1533.
  10. 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.
  11. 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.
  12. 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.
  13. 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.
  14. 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.
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Cited by:
  1. Canova, Fabio & Ciccarelli, Matteo, 2013. "Panel Vector Autoregressive Models: A Survey," CEPR Discussion Papers 9380, C.E.P.R. Discussion Papers.
  2. Eickmeier, Sandra & Marcellino, Massimiliano & Prieto, Esteban, 2013. "Time Variation in Macro-Financial Linkages," CEPR Discussion Papers 9436, C.E.P.R. Discussion Papers.

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