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The role of credit in the Great Moderation: A multivariate GARCH approach

  • Grydaki, Maria
  • Bezemer, Dirk

During the Great Moderation, financial innovation in the US increased the size and scope of credit flows supporting the growth of wealth. We hypothesize that spending out of wealth came to finance a wider range of GDP components such that it smoothed GDP. Both these trends combined would be consistent with a decrease in the volatility of output. We suggest testable implications in terms of both growth of credit and output and volatility of growth. In a multivariate GARCH framework, we test this view for home mortgages and residential investment. We observe unidirectional causality in variance from total output, residential investment and non-residential output to mortgage lending before, but not during the Great Moderation. These findings are consistent with a role for credit dynamics in explaining the Great Moderation.

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Article provided by Elsevier in its journal Journal of Banking & Finance.

Volume (Year): 37 (2013)
Issue (Month): 11 ()
Pages: 4615-4626

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Handle: RePEc:eee:jbfina:v:37:y:2013:i:11:p:4615-4626
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  1. Nir Jaimovich & Henry E. Siu, 2007. "The young, the old, and the restless: demographics and business cycle volatility," Staff Report 387, Federal Reserve Bank of Minneapolis.
  2. William Easterly & Michael Kremer & Lant Pritchett & Lawrence H. Summers, 1993. "Good Policy or Good Luck? Country Growth Performance and Temporary Shocks," NBER Working Papers 4474, National Bureau of Economic Research, Inc.
  3. Ben S. Bernanke & Mark Gertler, 1995. "Inside the Black Box: The Credit Channel of Monetary Policy Transmission," Journal of Economic Perspectives, American Economic Association, vol. 9(4), pages 27-48, Fall.
  4. Steven J. Davis & James A. Kahn, 2008. "Interpreting the Great Moderation: Changes in the Volatility of Economic Activity at the Macro and Micro Levels," NBER Working Papers 14048, National Bureau of Economic Research, Inc.
  5. James A. Kahn & Margaret M. McConnell & Gabriel Perez-Quiros, 2002. "On the causes of the increased stability of the U.S. economy," Economic Policy Review, Federal Reserve Bank of New York, issue May, pages 183-202.
  6. Urban Jermann & Vincenzo Quadrini, 2006. "Financial Innovations and Macroeconomic Volatility," NBER Working Papers 12308, National Bureau of Economic Research, Inc.
  7. Giannone, Domenico & Lenza, Michele & Reichlin, Lucrezia, 2008. "Explaining the Great Moderation: it is not the shocks," Working Paper Series 0865, European Central Bank.
  8. John Moore & Nobuhiro Kiyotaki, . "Credit Cycles," Discussion Papers 1995-5, Edinburgh School of Economics, University of Edinburgh.
  9. Reinhart, Carmen M. & Rogoff, Kenneth S., 2009. "The Aftermath of Financial Crises," Scholarly Articles 11129155, Harvard University Department of Economics.
  10. Gabriel Perez-Quiros & Margaret M. McConnell, 2000. "Output Fluctuations in the United States: What Has Changed since the Early 1980's?," American Economic Review, American Economic Association, vol. 90(5), pages 1464-1476, December.
  11. James D. Hamilton, 2008. "Macroeconomics and ARCH," NBER Working Papers 14151, National Bureau of Economic Research, Inc.
  12. Harald Uhlig, 2004. "What moves GNP?," Econometric Society 2004 North American Winter Meetings 636, Econometric Society.
  13. Acemoglu, Daron & Zilibotti, Fabrizio, 1997. "Was Prometheus Unbound by Chance? Risk, Diversification, and Growth," Journal of Political Economy, University of Chicago Press, vol. 105(4), pages 709-51, August.
  14. Mendicino, Caterina, 2007. "Credit market and macroeconomic volatility," Working Paper Series 0743, European Central Bank.
  15. Boivin, Jean & Giannoni, Marc, 2006. "Has Monetary Policy Become More Effective?," CEPR Discussion Papers 5463, C.E.P.R. Discussion Papers.
  16. Sébastien Laurent & Luc Bauwens & Jeroen V. K. Rombouts, 2006. "Multivariate GARCH models: a survey," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 21(1), pages 79-109.
  17. Sean D. Campbell, 2005. "Stock market volatility and the Great Moderation," Finance and Economics Discussion Series 2005-47, Board of Governors of the Federal Reserve System (U.S.).
  18. Alan Greenspan & James Kennedy, 2008. "Sources and uses of equity extracted from homes," Oxford Review of Economic Policy, Oxford University Press, vol. 24(1), pages 120-144, spring.
  19. van Dijk, Dick & Osborn, Denise R. & Sensier, Marianne, 2005. "Testing for causality in variance in the presence of breaks," Economics Letters, Elsevier, vol. 89(2), pages 193-199, November.
  20. Benk, Szilárd & Gillman, Max & Kejak, Michal, 2005. "Credit Shocks in the Financial Deregulatory Era: Not the Usual Suspects," Cardiff Economics Working Papers E2005/13, Cardiff University, Cardiff Business School, Economics Section.
  21. Luca Gambetti & Evi Pappa & Fabio Canova, 2005. "The structural dynamics of US output and inflation: What explains the changes?," Economics Working Papers 921, Department of Economics and Business, Universitat Pompeu Fabra.
  22. Borja Larrain, 2006. "Do Banks Affect the Level and Composition of Industrial Volatility?," Journal of Finance, American Finance Association, vol. 61(4), pages 1897-1925, 08.
  23. Benati, Luca & Surico, Paolo, 2008. "VAR analysis and the Great Moderation," Working Paper Series 0866, European Central Bank.
  24. Acemoglu, Daron & Johnson, Simon & Robinson, James & Thaicharoen, Yunyong, 2003. "Institutional causes, macroeconomic symptoms: volatility, crises and growth," Journal of Monetary Economics, Elsevier, vol. 50(1), pages 49-123, January.
  25. JONATHAN McCARTHY & EGON ZAKRAJSEK, 2007. "Inventory Dynamics and Business Cycles: What Has Changed?," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 39(2-3), pages 591-613, 03.
  26. James H. Stock & Mark W. Watson, 2002. "Has the Business Cycle Changed and Why?," NBER Working Papers 9127, National Bureau of Economic Research, Inc.
  27. Hafner, Christian M. & Herwartz, Helmut, 2004. "Testing for Causality in Variance using Multivariate GARCH Models," Economics Working Papers 2004,03, Christian-Albrechts-University of Kiel, Department of Economics.
  28. Narayana R. Kocherlakota, 2000. "Creating business cycles through credit constraints," Quarterly Review, Federal Reserve Bank of Minneapolis, issue Sum, pages 2-10.
  29. Karen E. Dynan & Douglas W. Elmendorf & Daniel E. Sichel, 2005. "Can financial innovation help to explain the reduced volatility of economic activity?," Finance and Economics Discussion Series 2005-54, Board of Governors of the Federal Reserve System (U.S.).
  30. Fogli, Alessandra & Perri, Fabrizio, 2006. "The 'Great Moderation' and the US External Imbalance," CEPR Discussion Papers 6010, C.E.P.R. Discussion Papers.
  31. Dirk J. Bezemer, 2011. "The Credit Crisis and Recession as a Paradigm Test," Journal of Economic Issues, M.E. Sharpe, Inc., vol. 45(1), pages 1-18, March.
  32. Anton Nakov & Andrea Pescatori, 2007. "Oil and the Great Moderation," Working Paper 0717, Federal Reserve Bank of Cleveland.
  33. Chang-Jin Kim & Charles R. Nelson, 1999. "Has The U.S. Economy Become More Stable? A Bayesian Approach Based On A Markov-Switching Model Of The Business Cycle," The Review of Economics and Statistics, MIT Press, vol. 81(4), pages 608-616, November.
  34. Lown, Cara & Morgan, Donald P., 2006. "The Credit Cycle and the Business Cycle: New Findings Using the Loan Officer Opinion Survey," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 38(6), pages 1575-1597, September.
  35. Richard Clarida & Jordi Gali & Mark Gertler, 1998. "Monetary Policy Rules and Macroeconomic Stability: Evidence and Some Theory," NBER Working Papers 6442, National Bureau of Economic Research, Inc.
  36. Christopher D. Carroll & Misuzu Otsuka & Jirka Slacalek, 2006. "How Large Is the Housing Wealth Effect? A New Approach," Economics Working Paper Archive 535, The Johns Hopkins University,Department of Economics.
  37. Zvi Hercowitz & Jeffrey C. Campbell, 2005. "The Role of Collateralized Household Debt in Macroeconomic Stabilization," 2005 Meeting Papers 120, Society for Economic Dynamics.
  38. Bollerslev, Tim & Engle, Robert F & Wooldridge, Jeffrey M, 1988. "A Capital Asset Pricing Model with Time-Varying Covariances," Journal of Political Economy, University of Chicago Press, vol. 96(1), pages 116-31, February.
  39. Christopher A. Sims & Tao Zha, 2006. "Were There Regime Switches in U.S. Monetary Policy?," American Economic Review, American Economic Association, vol. 96(1), pages 54-81, March.
  40. Bollerslev, Tim, 1990. "Modelling the Coherence in Short-run Nominal Exchange Rates: A Multivariate Generalized ARCH Model," The Review of Economics and Statistics, MIT Press, vol. 72(3), pages 498-505, August.
  41. Caporale, Guglielmo Maria & Pittis, Nikitas & Spagnolo, Nicola, 2002. "Testing for Causality-in-Variance: An Application to the East Asian Markets," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 7(3), pages 235-45, July.
  42. Den Haan, Wouter & Sterk, Vincent, 2009. "The Myth of Financial Innovation and the Great Moderation," CEPR Discussion Papers 7507, C.E.P.R. Discussion Papers.
  43. Engle, Robert F, 1982. "Autoregressive Conditional Heteroscedasticity with Estimates of the Variance of United Kingdom Inflation," Econometrica, Econometric Society, vol. 50(4), pages 987-1007, July.
  44. Owyang, Michael T. & Piger, Jeremy & Wall, Howard J., 2008. "A state-level analysis of the Great Moderation," Regional Science and Urban Economics, Elsevier, vol. 38(6), pages 578-589, November.
  45. Hong, Yongmiao, 2001. "A test for volatility spillover with application to exchange rates," Journal of Econometrics, Elsevier, vol. 103(1-2), pages 183-224, July.
  46. Angelos Kanas, 2002. "Mean and Variance Causality between Official and Parallel Currency Markets: Evidence from Four Latin American Countries," The Financial Review, Eastern Finance Association, vol. 37(2), pages 137-163, 05.
  47. Cara S. Lown & Donald P. Morgan & Sonali Rohatgi, 2000. "Listening to loan officers: the impact of commercial credit standards on lending and output," Economic Policy Review, Federal Reserve Bank of New York, issue Jul, pages 1-16.
  48. David M. Kemme & Saktinil Roy, 2012. "Did the Recent Housing Boom Signal the Global Financial Crisis?," Southern Economic Journal, Southern Economic Association, vol. 78(3), pages 999-1018, January.
  49. Canning, D. & Amaral, L. A. N. & Lee, Y. & Meyer, M. & Stanley, H. E., 1998. "Scaling the volatility of GDP growth rates," Economics Letters, Elsevier, vol. 60(3), pages 335-341, September.
  50. Bezemer, Dirk J., 2010. "Understanding financial crisis through accounting models," Accounting, Organizations and Society, Elsevier, vol. 35(7), pages 676-688, October.
  51. Guangzhong Li & James Refalo & Lifan Wu, 2008. "Causality-in-variance and causality-in-mean among European government bond markets," Applied Financial Economics, Taylor & Francis Journals, vol. 18(21), pages 1709-1720.
  52. Engle, Robert F. & Kroner, Kenneth F., 1995. "Multivariate Simultaneous Generalized ARCH," Econometric Theory, Cambridge University Press, vol. 11(01), pages 122-150, February.
  53. Guerron-Quintana, Pablo A., 2009. "Money demand heterogeneity and the great moderation," Journal of Monetary Economics, Elsevier, vol. 56(2), pages 255-266, March.
  54. Wen-Shwo Fang & Stephen M. Miller, 2008. "The Great Moderation and The Relationship between Output Growth and Its Volatility," Southern Economic Journal, Southern Economic Association, vol. 74(3), pages 819-838, January.
  55. Pantelidis, Theologos & Pittis, Nikitas, 2004. "Testing for Granger causality in variance in the presence of causality in mean," Economics Letters, Elsevier, vol. 85(2), pages 201-207, November.
  56. Nouriel Roubini, 2006. "Why Central Banks Should Burst Bubbles," International Finance, Wiley Blackwell, vol. 9(1), pages 87-107, 05.
  57. Bollerslev, Tim, 1986. "Generalized autoregressive conditional heteroskedasticity," Journal of Econometrics, Elsevier, vol. 31(3), pages 307-327, April.
  58. Ben S. Bernanke, 1993. "Credit in the macroeconomy," Quarterly Review, Federal Reserve Bank of New York, issue Spr, pages 50-70.
  59. Akram, Q. Farooq & Eitrheim, Øyvind, 2008. "Flexible inflation targeting and financial stability: Is it enough to stabilize inflation and output?," Journal of Banking & Finance, Elsevier, vol. 32(7), pages 1242-1254, July.
  60. Bernanke, Ben S & Blinder, Alan S, 1988. "Credit, Money, and Aggregate Demand," American Economic Review, American Economic Association, vol. 78(2), pages 435-39, May.
  61. Ben S. Bernanke & Mark Gertler, 2001. "Should Central Banks Respond to Movements in Asset Prices?," American Economic Review, American Economic Association, vol. 91(2), pages 253-257, May.
  62. Sushil Wadhwani, 2008. "Should Monetary Policy Respond to Asset Price Bubbles? Revisiting the Debate," FMG Special Papers sp180, Financial Markets Group.
  63. Lubik, Thomas A. & Schorfheide, Frank, 2003. "Computing sunspot equilibria in linear rational expectations models," Journal of Economic Dynamics and Control, Elsevier, vol. 28(2), pages 273-285, November.
  64. Caporale, Guglielmo Maria & Howells, Peter, 2001. "Money, Credit and Spending: Drawing Causal Inferences," Scottish Journal of Political Economy, Scottish Economic Society, vol. 48(5), pages 547-57, November.
  65. Olivier Blanchard & John Simon, 2001. "The Long and Large Decline in U.S. Output Volatility," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 32(1), pages 135-174.
  66. Cheung, Yin-Wong & Ng, Lilian K., 1996. "A causality-in-variance test and its application to financial market prices," Journal of Econometrics, Elsevier, vol. 72(1-2), pages 33-48.
  67. V. Alaganar & Ramaprasad Bhar, 2003. "An international study of causality-in-variance: Interest rate and financial sector returns," Journal of Economics and Finance, Springer, vol. 27(1), pages 39-55, March.
  68. Laurent, Sebastien & Peters, Jean-Philippe, 2002. " G@RCH 2.2: An Ox Package for Estimating and Forecasting Various ARCH Models," Journal of Economic Surveys, Wiley Blackwell, vol. 16(3), pages 447-85, July.
  69. Giorgio E. Primiceri, 2005. "Time Varying Structural Vector Autoregressions and Monetary Policy," Review of Economic Studies, Oxford University Press, vol. 72(3), pages 821-852.
  70. Sushil Wadhwani, 2008. "Should Monetary Policy Respond To Asset Price Bubbles? Revisiting the Debate," National Institute Economic Review, National Institute of Economic and Social Research, vol. 206(1), pages 25-34, October.
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