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Comovements and heterogeneity in the Comovements and heterogeneity in the dynamic factor model

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  • Eickmeier, Sandra

Abstract

This paper seeks to assess comovements and heterogeneity in the euro area by fitting a nonstationary dynamic factor model (Bai and Ng, 2004), augmented with a structural factor setup (Forni and Reichlin, 1998), to a large set of euro-area macroeconomic variables observed between 1982 and 2003. This framework allows us to estimate stationary and non-stationary common factors and idiosyncratic components, to identify the structural shocks behind the common factors and assess their transmission to individual EMU countries. Our most important findings are the following. EMU countries share five common trends. However, the source of non-stationarity of individual countries' key macroeconomic variables is not only pervasive. Instead, most countries' output and inflation are also affected by long-lasting idiosyncratic shocks. Unweighted dispersion is primarily due to idiosyncratic shocks rather than the asymmetric spread of common shocks. However, the latter seems to be the main driving force of weighted dispersion of output at the end of the 1980s and the beginning of the 1990s and again from 1999 on and of inflation in the mid-1980s and the mid-1990s. To examine the transmission of common shocks to individual EMU countries in more detail, we identify five structural common shocks, namely two euro-area supply shocks, one euro-area demand shock, one common monetary policy shock and a US shock. We find similar output and inflation responses across countries (with some exceptions), and similarity generally increases with the horizon. --

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Bibliographic Info

Paper provided by Deutsche Bundesbank, Research Centre in its series Discussion Paper Series 1: Economic Studies with number 2006,31.

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Date of creation: 2006
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Handle: RePEc:zbw:bubdp1:4793

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Keywords: Dynamic factor models; sign restrictions; common trends; common cycles; international business cycles; EMU; output and inflation differentials;

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  1. Benigno, Pierpaolo, 2004. "Optimal monetary policy in a currency area," Journal of International Economics, Elsevier, vol. 63(2), pages 293-320, July.
  2. Camacho, Maximo & Perez-Quiros, Gabriel & Saiz, Lorena, 2006. "Are European business cycles close enough to be just one?," Journal of Economic Dynamics and Control, Elsevier, vol. 30(9-10), pages 1687-1706.
  3. Artis, Michael J & Osborn, Denise & Perez-Vazquez, Pedro, 2004. "The International Business Cycle in a Changing World: Volatility and the Propagation of Shocks in the G-7," CEPR Discussion Papers 4652, C.E.P.R. Discussion Papers.
  4. Michael ARTIS & Anindya BANERJEE & Massimiliano MARCELLINO, 2001. "Factor Forecasts for the UK," Economics Working Papers ECO2001/15, European University Institute.
  5. Monfort, Alain & Renne, Jean-Paul & Rüffer, Rasmus & Vitale, Giovanni, 2003. "Is Economic Activity in the G7 Synchronized? Common Shocks versus Spillover Effects," CEPR Discussion Papers 4119, C.E.P.R. Discussion Papers.
  6. Bergman, Michael, 2004. "How Similar Are European Business Cycles?," Working Papers 2004:9, Lund University, Department of Economics.
  7. Ciccarelli, Matteo & Rebucci, Alessandro, 2004. "Has the Transmission Mechanism of European Monetary Policy Changed in the Run-Up to EMU?," CEPR Discussion Papers 4535, C.E.P.R. Discussion Papers.
  8. Ben S. Bernanke & Jean Boivin & Piotr Eliasz, 2004. "Measuring the effects of monetary policy: a factor-augmented vector autoregressive (FAVAR) approach," Finance and Economics Discussion Series 2004-03, Board of Governors of the Federal Reserve System (U.S.).
  9. Fabio Canova & Matteo Ciccarelli, 2007. "Estimating Multi-country VAR models," Discussion Papers 7_2007, D.E.S. (Department of Economic Studies), University of Naples "Parthenope", Italy.
  10. G. Peersman, 2004. "What caused the early millennium slowdown? Evidence based on vector autoregressions," Working Papers of Faculty of Economics and Business Administration, Ghent University, Belgium 04/235, Ghent University, Faculty of Economics and Business Administration.
  11. Peersman, Gert & Smets, Frank, 2001. "Are the effects of monetary policy in the euro area greater in recessions than in booms?," Working Paper Series 0052, European Central Bank.
  12. Smets, Frank & Wouters, Raf, 2002. "An estimated stochastic dynamic general equilibrium model of the euro area," Working Paper Series 0171, European Central Bank.
  13. Jushan Bai & Serena Ng, 2004. "Evaluating Latent and Observed Factors in Macroeconomics and Financ," Econometrics 0408007, EconWPA.
  14. Uhlig, Harald, 2005. "What are the effects of monetary policy on output? Results from an agnostic identification procedure," Journal of Monetary Economics, Elsevier, vol. 52(2), pages 381-419, March.
  15. Eickmeier, Sandra, 2005. "Common stationary and non-stationary factors in the euro area analyzed in a large-scale factor model," Discussion Paper Series 1: Economic Studies 2005,02, Deutsche Bundesbank, Research Centre.
  16. Imbs, Jean, 2003. "Trade, Finance, Specialization and Synchronization," CEPR Discussion Papers 3779, C.E.P.R. Discussion Papers.
  17. Glenn Otto & Graham Voss & Luke Willard, 2001. "Understanding OECD Output Correlations," RBA Research Discussion Papers rdp2001-05, Reserve Bank of Australia.
  18. Jon Faust, 1998. "The robustness of identified VAR conclusions about money," International Finance Discussion Papers 610, Board of Governors of the Federal Reserve System (U.S.).
  19. G. Peersman & R. Straub, 2006. "Putting the New Keynesian Model to a Test," Working Papers of Faculty of Economics and Business Administration, Ghent University, Belgium 06/375, Ghent University, Faculty of Economics and Business Administration.
  20. Christophe Croux & Mario Forni & Lucrezia Reichlin, 2001. "A Measure Of Comovement For Economic Variables: Theory And Empirics," The Review of Economics and Statistics, MIT Press, vol. 83(2), pages 232-241, May.
  21. Jushan Bai & Serena Ng, 2001. "A Panic Attack on Unit Roots and Cointegration," Economics Working Paper Archive 469, The Johns Hopkins University,Department of Economics.
  22. Jushan Bai & Serena Ng, 2002. "Determining the Number of Factors in Approximate Factor Models," Econometrica, Econometric Society, vol. 70(1), pages 191-221, January.
  23. M. Ayhan Kose & Eswar Prasad & Marco Terrones, 2003. "How Does Globalization Affect the Synchronization of Business Cycles?," IMF Working Papers 03/27, International Monetary Fund.
  24. Eickmeier, Sandra, 2007. "Business cycle transmission from the US to Germany--A structural factor approach," European Economic Review, Elsevier, vol. 51(3), pages 521-551, April.
  25. Giannone, Domenico & Reichlin, Lucrezia & Sala, Luca, 2002. "Tracking Greenspan: Systematic and Unsystematic Monetary Policy Revisited," CEPR Discussion Papers 3550, C.E.P.R. Discussion Papers.
  26. Joffrey Malek Mansour, 2003. "Do national business cycles have an international origin?," ULB Institutional Repository 2013/13490, ULB -- Universite Libre de Bruxelles.
  27. Joffrey Malek Mansour, 2003. "Do national business cycles have an international origin?," Empirical Economics, Springer, vol. 28(2), pages 223-247, 04.
  28. Jörg Breitung & Sandra Eickmeier, 2006. "Dynamic factor models," AStA Advances in Statistical Analysis, Springer, vol. 90(1), pages 27-42, March.
  29. Nicholai Benalal & Juan Luis Diaz del Hoyo & Beatrice Pierluigi & Nikiforos Vidalis, 2006. "Output growth differentials across the euro area countries - some stylised facts," Occasional Paper Series 45, European Central Bank.
  30. repec:rus:hseeco:123092 is not listed on IDEAS
  31. Benigno, Pierpaolo & López-Salido, David, 2002. "Inflation persistence and optimal monetary policy in the euro area," Working Paper Series 0178, European Central Bank.
  32. Fabio Canova & Gianni de Nicoló, 1999. "On the sources of business cycles in the G-7," Economics Working Papers 459, Department of Economics and Business, Universitat Pompeu Fabra, revised Mar 2000.
  33. Beck, Günter W. & Hubrich, Kirstin & Marcellino, Massimiliano, 2006. "Regional inflation dynamics within and across euro area countries and a comparison with the US," CFS Working Paper Series 2007/01, Center for Financial Studies (CFS).
  34. Michael Artis, 2003. "Is there a European Business Cycle?," CESifo Working Paper Series 1053, CESifo Group Munich.
  35. Harvey, A. & Bates, D., 2003. "Multivariate Unit Root Tests and Testing for Convergence," Cambridge Working Papers in Economics 0301, Faculty of Economics, University of Cambridge.
  36. Thomas Dalsgaard & Christophe André & Pete Richardson, 2001. "Standard Shocks in the OECD Interlink Model," OECD Economics Department Working Papers 306, OECD Publishing.
  37. Canova, Fabio & Ciccarelli, Matteo & Ortega, Eva, 2004. "Similarities and convergence in G-7 cycles," Working Paper Series 0312, European Central Bank.
  38. Lutz Kilian, 1998. "Small-Sample Confidence Intervals For Impulse Response Functions," The Review of Economics and Statistics, MIT Press, vol. 80(2), pages 218-230, May.
  39. George Kapetanios & Massimiliano Marcellino, 2009. "A parametric estimation method for dynamic factor models of large dimensions," Journal of Time Series Analysis, Wiley Blackwell, vol. 30(2), pages 208-238, 03.
  40. Rob Luginbuhl & Siem Jan Koopman, 2003. "Convergence in European GDP Series," Tinbergen Institute Discussion Papers 03-031/4, Tinbergen Institute.
  41. Lumsdaine, Robin L. & Prasad, Eswar, 2002. "Identifying the Common Component of International Economic Fluctuations: A New Approach," IZA Discussion Papers 487, Institute for the Study of Labor (IZA).
  42. Altissimo, Filippo & Bassanetti, Antonio & Cristadoro, Riccardo & Forni, Mario & Hallin, Marc & Lippi, Marco & Reichlin, Lucrezia & Veronese, Giovanni, 2001. "EuroCOIN: A Real Time Coincident Indicator of the Euro Area Business Cycle," CEPR Discussion Papers 3108, C.E.P.R. Discussion Papers.
  43. Giannone, Domenico & Reichlin, Lucrezia, 2006. "Trends and cycles in the euro area: how much heterogeneity and should we worry about it?," Working Paper Series 0595, European Central Bank.
  44. Marianne Baxter & Michael A. Kouparitsas, 2004. "Determinants of Business Cycle Comovement: A Robust Analysis," NBER Working Papers 10725, National Bureau of Economic Research, Inc.
  45. Michael ARTIS & Ana Beatriz C. GALVÃO & Massimiliano MARCELLINO, 2003. "The transmission mechanism in a changing world," Economics Working Papers ECO2003/18, European University Institute.
  46. Mario Forni & Lucrezia Reichlin, 2001. "Federal policies and local economies: Europe and the U.S," ULB Institutional Repository 2013/10141, ULB -- Universite Libre de Bruxelles.
  47. Benedict J. Clements & Zenon Kontolemis G. & Joaquim Vieira Ferreira Levy, 2001. "Monetary Policy Under EMU Differences in the Transition Mechanism?," IMF Working Papers 01/102, International Monetary Fund.
  48. Amengual, Dante & Watson, Mark W., 2007. "Consistent Estimation of the Number of Dynamic Factors in a Large N and T Panel," Journal of Business & Economic Statistics, American Statistical Association, vol. 25, pages 91-96, January.
  49. Rob Luginbuhl & Siem Jan Koopman, 2004. "Convergence in European GDP series: a multivariate common converging trend-cycle decomposition," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 19(5), pages 611-636.
  50. K. Farrant & G. Peersman, 2005. "Is the exchange rate a shock absorber or a source of shocks? New empirical evidence," Working Papers of Faculty of Economics and Business Administration, Ghent University, Belgium 05/285, Ghent University, Faculty of Economics and Business Administration.
  51. Filippo Altissimo & Antonio Bassanetti & Riccardo Cristadoro & Mario Forni & Marco Lippi & Lucrezia Reichlin & Giovanni Veronese, 2001. "A real time coincident indicator of the euro area business cycle," Temi di discussione (Economic working papers) 436, Bank of Italy, Economic Research and International Relations Area.
  52. Eickmeier, Sandra & Breitung, Jorg, 2006. "How synchronized are new EU member states with the euro area? Evidence from a structural factor model," Journal of Comparative Economics, Elsevier, vol. 34(3), pages 538-563, September.
  53. Luca Sala, 2002. "Monetary Transmission in the Euro Area: A Factor Model Approach," Macroeconomics 0205005, EconWPA, revised 15 May 2002.
  54. Mojon, Benoît & Kashyap, Anil K. & Angeloni, Ignazio & Terlizzese, Daniele, 2002. "Monetary Transmission in the Euro Area : Where Do We Stand?," Working Paper Series 0114, European Central Bank.
  55. James H. Stock & Mark W. Watson, 1998. "Diffusion Indexes," NBER Working Papers 6702, National Bureau of Economic Research, Inc.
  56. Andrew C. Harvey & Vasco M. Carvalho, 2005. "Convergence in the trends and cycles of Euro-zone income," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 20(2), pages 275-289.
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