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Global imbalances, cross-market linkages, and the financial crisis: A multivariate Markov-switching analysis

Listed author(s):
  • Chevallier, Julien

Based on multivariate Markov-switching models, this paper presents new results on the interactions between global imbalances, credit spreads, housing markets, macroeconomic variables, commodities and equities during Q1-1987/Q1-2011. We show that rising global imbalances and the uncontrolled development of the US mortgage and housing markets have been deeply destabilizing the economy, with various shocks impacting subsequently equity markets and macroeconomic variables. But we also uncover, surprisingly, that the cross-market linkages with the commodity markets are strong. Finally, we identify that the US housing market lies at the epicenter of the crisis through its multiple and highly significant interactions with the other variables in the system (including the global imbalances). Sub-samples and alternative time series estimates are provided to check the statistical congruency of the various models.

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Article provided by Elsevier in its journal Economic Modelling.

Volume (Year): 29 (2012)
Issue (Month): 3 ()
Pages: 943-973

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Handle: RePEc:eee:ecmode:v:29:y:2012:i:3:p:943-973
DOI: 10.1016/j.econmod.2012.02.012
Contact details of provider: Web page: http://www.elsevier.com/locate/inca/30411

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  1. Ricardo Caballero & Emmanuel Farhi & Mohamad L. Hammour, 2004. "Speculative Growth: Hints from the US Economy," NBER Working Papers 10518, National Bureau of Economic Research, Inc.
  2. Ricardo J. Caballero & Arvind Krishnamurthy, 2007. "Collective Risk Management in a Flight to Quality Episode," NBER Working Papers 12896, National Bureau of Economic Research, Inc.
  3. Alexander, Carol & Kaeck, Andreas, 2008. "Regime dependent determinants of credit default swap spreads," Journal of Banking & Finance, Elsevier, vol. 32(6), pages 1008-1021, June.
  4. Ricardo J. Caballero & Emmanuel Farhi & Pierre-Olivier Gourinchas, 2008. "Financial Crash, Commodity Prices and Global Imbalances," NBER Working Papers 14521, National Bureau of Economic Research, Inc.
  5. Nippani, Srinivas & Smith, Stanley D., 2010. "The increasing default risk of US Treasury securities due to the financial crisis," Journal of Banking & Finance, Elsevier, vol. 34(10), pages 2472-2480, October.
  6. Makin, Anthony J. & Narayan, Paresh Kumar, 2008. "Have US external imbalances been determined at home or abroad?," Economic Modelling, Elsevier, vol. 25(3), pages 520-531, May.
  7. Aloui, Riadh & Aïssa, Mohamed Safouane Ben & Nguyen, Duc Khuong, 2011. "Global financial crisis, extreme interdependences, and contagion effects: The role of economic structure?," Journal of Banking & Finance, Elsevier, vol. 35(1), pages 130-141, January.
  8. Maheu, John M & McCurdy, Thomas H, 2000. "Identifying Bull and Bear Markets in Stock Returns," Journal of Business & Economic Statistics, American Statistical Association, vol. 18(1), pages 100-112, January.
  9. Paul Beaudry & Fabrice Collard, 2006. "Gold rush fever in business cycles," 2006 Meeting Papers 8, Society for Economic Dynamics.
  10. Dirk G. Baur & Thomas K. McDermott, "undated". "Is gold a safe haven? International evidence," The Institute for International Integration Studies Discussion Paper Series iiisdp310, IIIS.
  11. Stephen G. Cecchetti, 2009. "Crisis and Responses: The Federal Reserve in the Early Stages of the Financial Crisis," Journal of Economic Perspectives, American Economic Association, vol. 23(1), pages 51-75, Winter.
  12. Michael B. Devereux & James Yetman, 2010. "Leverage Constraints and the International Transmission of Shocks," Working Papers 132010, Hong Kong Institute for Monetary Research.
  13. Kenneth Rogoff & William Brainard & George Perry, "undated". "Global Current Account Imbalances and Exchange Rate Adjustments," Working Paper 33687, Harvard University OpenScholar.
  14. Monica Billio & Silvio Di Sanzo, 2015. "Granger-causality in Markov switching models," Journal of Applied Statistics, Taylor & Francis Journals, vol. 42(5), pages 956-966, May.
  15. Ricardo J. Caballero & Arvind Krishnamurthy, 2009. "Global Imbalances and Financial Fragility," American Economic Review, American Economic Association, vol. 99(2), pages 584-588, May.
  16. Robert E. Hall, 2011. "The Long Slump," NBER Working Papers 16741, National Bureau of Economic Research, Inc.
  17. Olivier Blanchard & Francesco Giavazzi & Filipa Sa, 2005. "International Investors, the U.S. Current Account, and the Dollar," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 36(1), pages 1-66.
  18. Darrell Duffie, 2010. "The failure mechanics of dealer banks," BIS Working Papers 301, Bank for International Settlements.
  19. Francis Y. Kumah, 2011. "A Markov‐switching approach to measuring exchange market pressure," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 16(2), pages 114-130, 04.
  20. Frederic S. Mishkin, 2010. "Over The Cliff: From the Subprime to the Global Financial Crisis," NBER Working Papers 16609, National Bureau of Economic Research, Inc.
  21. Ricardo J. Caballero, 2010. "Macroeconomics after the Crisis: Time to Deal with the Pretense-of-Knowledge Syndrome," NBER Working Papers 16429, National Bureau of Economic Research, Inc.
  22. Dueker, Michael & Neely, Christopher J., 2007. "Can Markov switching models predict excess foreign exchange returns?," Journal of Banking & Finance, Elsevier, vol. 31(2), pages 279-296, February.
  23. Hamilton, James D & Gang, Lin, 1996. "Stock Market Volatility and the Business Cycle," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 11(5), pages 573-593, Sept.-Oct.
  24. Chan, Kam Fong & Treepongkaruna, Sirimon & Brooks, Robert & Gray, Stephen, 2011. "Asset market linkages: Evidence from financial, commodity and real estate assets," Journal of Banking & Finance, Elsevier, vol. 35(6), pages 1415-1426, June.
  25. Massimo Guidolin & Allan Timmerman, 2005. "An econometric model of nonlinear dynamics in the joint distribution of stock and bond returns," Working Papers 2005-003, Federal Reserve Bank of St. Louis.
  26. Ricardo J. Caballero & Emmanuel Farhi & Pierre-Olivier Gourinchas, 2006. "An Equilibrium Model of "Global Imbalances" and Low Interest Rates," NBER Working Papers 11996, National Bureau of Economic Research, Inc.
  27. Georges Dionne & Geneviève Gauthier & Khemais Hammami & Mathieu Maurice & Jean-Guy Simonato, 2010. "A Reduced Form Model of Default Spreads with Markov-Switching Macroeconomic Factors," Cahiers de recherche 1042, CIRPEE.
  28. Lane, Philip R. & Milesi-Ferretti, Gian Maria, 2010. "The Cross-Country Incidence of the Global Crisis," CEPR Discussion Papers 7954, C.E.P.R. Discussion Papers.
  29. Alan Greenspan, 2010. "The Crisis," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 41(1 (Spring), pages 201-261.
  30. Fabio Bagliano & Claudio Morana, 2010. "The Great Recession: US dynamics and spillovers to the world economy," CeRP Working Papers 103, Center for Research on Pensions and Welfare Policies, Turin (Italy).
  31. Henry, Ólan T., 2009. "Regime switching in the relationship between equity returns and short-term interest rates in the UK," Journal of Banking & Finance, Elsevier, vol. 33(2), pages 405-414, February.
  32. Viral V. Acharya & S. Viswanathan, 2011. "Leverage, Moral Hazard, and Liquidity," Journal of Finance, American Finance Association, vol. 66(1), pages 99-138, 02.
  33. Markus K. Brunnermeier, 2009. "Deciphering the Liquidity and Credit Crunch 2007-2008," Journal of Economic Perspectives, American Economic Association, vol. 23(1), pages 77-100, Winter.
  34. Bradley, Michael D. & Jansen, Dennis W., 2004. "Forecasting with a nonlinear dynamic model of stock returns and industrial production," International Journal of Forecasting, Elsevier, vol. 20(2), pages 321-342.
  35. Rene M. Stulz, 2010. "Credit Default Swaps and the Credit Crisis," Journal of Economic Perspectives, American Economic Association, vol. 24(1), pages 73-92, Winter.
  36. Kanas, Angelos, 2008. "On real interest rate dynamics and regime switching," Journal of Banking & Finance, Elsevier, vol. 32(10), pages 2089-2098, October.
  37. Daskalaki, Charoula & Skiadopoulos, George, 2011. "Should investors include commodities in their portfolios after all? New evidence," Journal of Banking & Finance, Elsevier, vol. 35(10), pages 2606-2626, October.
  38. Ang, Andrew & Bekaert, Geert, 2002. "Regime Switches in Interest Rates," Journal of Business & Economic Statistics, American Statistical Association, vol. 20(2), pages 163-182, April.
  39. Richard N. Cooper, 2008. "Global Imbalances: Globalization, Demography, and Sustainability," Journal of Economic Perspectives, American Economic Association, vol. 22(3), pages 93-112, Summer.
  40. Hamilton, James D, 1989. "A New Approach to the Economic Analysis of Nonstationary Time Series and the Business Cycle," Econometrica, Econometric Society, vol. 57(2), pages 357-384, March.
  41. Christopher J. Mayer & Karen M. Pence & Shane M. Sherlund, 2008. "The rise in mortgage defaults," Finance and Economics Discussion Series 2008-59, Board of Governors of the Federal Reserve System (U.S.).
  42. Al-Anaswah, Nael & Wilfling, Bernd, 2011. "Identification of speculative bubbles using state-space models with Markov-switching," Journal of Banking & Finance, Elsevier, vol. 35(5), pages 1073-1086, May.
  43. Murillo Campello & John Graham & Campbell R. Harvey, 2009. "The Real Effects of Financial Constraints: Evidence from a Financial Crisis," NBER Working Papers 15552, National Bureau of Economic Research, Inc.
  44. Kristopher S. Gerardi & Andreas Lehnert & Shane M. Sherlund & Paul S. Willen, 2009. "Making sense of the subprime crisis," Public Policy Discussion Paper 09-1, Federal Reserve Bank of Boston.
  45. Geert Bekaert & Campbell R. Harvey & Angela Ng, 2005. "Market Integration and Contagion," The Journal of Business, University of Chicago Press, vol. 78(1), pages 39-70, January.
  46. Bartram, Söhnke M. & Bodnar, Gordon M., 2009. "No place to hide: The global crisis in equity markets in 2008/2009," Journal of International Money and Finance, Elsevier, vol. 28(8), pages 1246-1292, December.
  47. Hamilton, James D., 1996. "Specification testing in Markov-switching time-series models," Journal of Econometrics, Elsevier, vol. 70(1), pages 127-157, January.
  48. John Ammer & Clara Vega & Jon Wongswan, 2010. "International Transmission of U.S. Monetary Policy Shocks: Evidence from Stock Prices," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 42(s1), pages 179-198, 09.
  49. Jin Seo Cho & Halbert White, 2007. "Testing for Regime Switching," Econometrica, Econometric Society, vol. 75(6), pages 1671-1720, November.
  50. Goodfriend, Marvin, 2011. "Central banking in the credit turmoil: An assessment of Federal Reserve practice," Journal of Monetary Economics, Elsevier, vol. 58(1), pages 1-12, January.
  51. Daniel R. Smith, 2008. "Evaluating Specification Tests for Markov-Switching Time-Series Models," Journal of Time Series Analysis, Wiley Blackwell, vol. 29(4), pages 629-652, 07.
  52. Longstaff, Francis A., 2010. "The subprime credit crisis and contagion in financial markets," Journal of Financial Economics, Elsevier, vol. 97(3), pages 436-450, September.
  53. Martin S. Feldstein, 2008. "Resolving the Global Imbalance: The Dollar and the U.S. Saving Rate," NBER Working Papers 13952, National Bureau of Economic Research, Inc.
  54. Duchin, Ran & Ozbas, Oguzhan & Sensoy, Berk A., 2010. "Costly external finance, corporate investment, and the subprime mortgage credit crisis," Journal of Financial Economics, Elsevier, vol. 97(3), pages 418-435, September.
  55. Joseph Gruber & Steven Kamin, 2009. "Do Differences in Financial Development Explain the Global Pattern of Current Account Imbalances?," Review of International Economics, Wiley Blackwell, vol. 17(4), pages 667-688, 09.
  56. Swagel, Phillip, 2009. "The financial crisis: an inside view," MPRA Paper 21104, University Library of Munich, Germany.
  57. Massimiliano Pisani & Pietro Cova & Alessandro Rebucci, 2009. "Global Imbalances; The Role of Emerging Asia," IMF Working Papers 09/64, International Monetary Fund.
  58. Kim, Mi Ae & Jang, Bong-Gyu & Lee, Ho-Seok, 2008. "A first-passage-time model under regime-switching market environment," Journal of Banking & Finance, Elsevier, vol. 32(12), pages 2617-2627, December.
  59. Bahattin Buyuksahin & Jeffrey H. Harris, 2011. "Do Speculators Drive Crude Oil Futures Prices?," The Energy Journal, International Association for Energy Economics, vol. 0(Number 2), pages 167-202.
  60. Blinder, Alan S., 2010. "The Squam Lake Report: Fifteen economists in search of financial reform," Journal of Monetary Economics, Elsevier, vol. 57(7), pages 892-902, October.
  61. Chen, Shiu-Sheng, 2009. "Predicting the bear stock market: Macroeconomic variables as leading indicators," Journal of Banking & Finance, Elsevier, vol. 33(2), pages 211-223, February.
  62. Alan Greenspan, 2010. "La crisis," Revista de Economía Institucional, Universidad Externado de Colombia - Facultad de Economía, vol. 12(22), pages 15-60, January-J.
  63. Baba, Naohiko & Sakurai, Yuji, 2011. "When and how US dollar shortages evolved into the full crisis? Evidence from the cross-currency swap market," Journal of Banking & Finance, Elsevier, vol. 35(6), pages 1450-1463, June.
  64. Stephen G. Cecchetti & Pok-sang Lam & Nelson C. Mark, 1988. "Mean Reversion in Equilibrium Asset Prices," NBER Working Papers 2762, National Bureau of Economic Research, Inc.
  65. Alizadeh, Amir H. & Nomikos, Nikos K. & Pouliasis, Panos K., 2008. "A Markov regime switching approach for hedging energy commodities," Journal of Banking & Finance, Elsevier, vol. 32(9), pages 1970-1983, September.
  66. Gruber, Joseph W. & Kamin, Steven B., 2007. "Explaining the global pattern of current account imbalances," Journal of International Money and Finance, Elsevier, vol. 26(4), pages 500-522, June.
  67. Joseph E. Stiglitz, 2011. "Rethinking Macroeconomics: What Failed, And How To Repair It," Journal of the European Economic Association, European Economic Association, vol. 9(4), pages 591-645, 08.
  68. Karl E. Case, 2008. "The Central Role of Home Prices in the Current Financial Crisis: How Will the Market Clear?," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 39(2 (Fall)), pages 161-193.
  69. Feldstein, Martin, 2008. "Resolving the Global Imbalance: The Dollar and the U.S. Saving Rate," Scholarly Articles 2792081, Harvard University Department of Economics.
  70. Obstfeld, Maurice & Rogoff, Kenneth, 2009. "Global imbalances and the financial crisis: products of common causes," Proceedings, Federal Reserve Bank of San Francisco, issue Oct, pages 131-172.
  71. Stulz, Rene, 2010. "Credit default Swaps and the Credit Crisis," Economic Policy, Russian Presidential Academy of National Economy and Public Administration, vol. 6, pages 157-175.
  72. Ivashina, Victoria & Scharfstein, David, 2010. "Bank lending during the financial crisis of 2008," Journal of Financial Economics, Elsevier, vol. 97(3), pages 319-338, September.
  73. M. Ruth & K. Donaghy & P. Kirshen, 2006. "Introduction," Chapters, in: Regional Climate Change and Variability, chapter 1 Edward Elgar Publishing.
  74. René Garcia, 1995. "Asymptotic Null Distribution of the Likelihood Ratio Test in Markov Switching Models," CIRANO Working Papers 95s-07, CIRANO.
  75. Nishigaki, Hideki, 2009. "How will the related variables change if global imbalances unwind?," Economic Modelling, Elsevier, vol. 26(1), pages 206-212, January.
  76. Zacharias Psaradakis & Nicola Spagnolo, 2003. "On The Determination Of The Number Of Regimes In Markov-Switching Autoregressive Models," Journal of Time Series Analysis, Wiley Blackwell, vol. 24(2), pages 237-252, 03.
  77. Randi Næs & Johannes A. Skjeltorp & Bernt Arne Ødegaard, 2011. "Stock Market Liquidity and the Business Cycle," Journal of Finance, American Finance Association, vol. 66(1), pages 139-176, 02.
  78. Chiu, Yi-Bin & Lee, Chien-Chiang & Sun, Chia-Hung, 2010. "The U.S. trade imbalance and real exchange rate: An application of the heterogeneous panel cointegration method," Economic Modelling, Elsevier, vol. 27(3), pages 705-716, May.
  79. Musso, Alberto & Neri, Stefano & Stracca, Livio, 2011. "Housing, consumption and monetary policy: How different are the US and the euro area?," Journal of Banking & Finance, Elsevier, vol. 35(11), pages 3019-3041, November.
  80. Oecd, 2010. "Labour markets and the crisis," OECD Economics Department Working Papers 756, OECD Publishing.
  81. Cornett, Marcia Millon & McNutt, Jamie John & Strahan, Philip E. & Tehranian, Hassan, 2011. "Liquidity risk management and credit supply in the financial crisis," Journal of Financial Economics, Elsevier, vol. 101(2), pages 297-312, August.
  82. He, Hui & Yang, Jiawen, 2011. "Regime-switching analysis of ADR home market pass-through," Journal of Banking & Finance, Elsevier, vol. 35(1), pages 204-214, January.
  83. Hamilton, James D. & Susmel, Raul, 1994. "Autoregressive conditional heteroskedasticity and changes in regime," Journal of Econometrics, Elsevier, vol. 64(1-2), pages 307-333.
  84. MacKinnon, James G, 1996. "Numerical Distribution Functions for Unit Root and Cointegration Tests," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 11(6), pages 601-618, Nov.-Dec..
  85. Pietro Cova & Massimiliano Pisani & Alessandro Rebucci, 2009. "Global Imbalances: The Role of Emerging Asia," Review of International Economics, Wiley Blackwell, vol. 17(4), pages 716-733, 09.
  86. Lee E. Ohanian, 2010. "The Economic Crisis from a Neoclassical Perspective," Journal of Economic Perspectives, American Economic Association, vol. 24(4), pages 45-66, Fall.
  87. Robert E. Hall, 2010. "Why Does the Economy Fall to Pieces after a Financial Crisis?," Journal of Economic Perspectives, American Economic Association, vol. 24(4), pages 3-20, Fall.
  88. Arvind Krishnamurthy, 2010. "How Debt Markets Have Malfunctioned in the Crisis," Journal of Economic Perspectives, American Economic Association, vol. 24(1), pages 3-28, Winter.
  89. Lee, Hsiang-Tai, 2010. "Regime switching correlation hedging," Journal of Banking & Finance, Elsevier, vol. 34(11), pages 2728-2741, November.
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