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Econometric measures of connectedness and systemic risk in the finance and insurance sectors

  • Billio, Monica
  • Getmansky, Mila
  • Lo, Andrew W.
  • Pelizzon, Loriana

We propose several econometric measures of connectedness based on principal-components analysis and Granger-causality networks, and apply them to the monthly returns of hedge funds, banks, broker/dealers, and insurance companies. We find that all four sectors have become highly interrelated over the past decade, likely increasing the level of systemic risk in the finance and insurance industries through a complex and time-varying network of relationships. These measures can also identify and quantify financial crisis periods, and seem to contain predictive power in out-of-sample tests. Our results show an asymmetry in the degree of connectedness among the four sectors, with banks playing a much more important role in transmitting shocks than other financial institutions.

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Article provided by Elsevier in its journal Journal of Financial Economics.

Volume (Year): 104 (2012)
Issue (Month): 3 ()
Pages: 535-559

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Handle: RePEc:eee:jfinec:v:104:y:2012:i:3:p:535-559
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  1. Allen, Franklin & Babus, Ana & Carletti, Elena, 2011. "Asset Commonality, Debt Maturity and Systemic Risk," CEPR Discussion Papers 8476, C.E.P.R. Discussion Papers.
  2. Jon Danielsson & Hyun Song Shin & Jean-Pierre Zigrand, 2011. "Balance sheet capacity and endogenous risk," LSE Research Online Documents on Economics 43141, London School of Economics and Political Science, LSE Library.
  3. Reinhart, Carmen & Kaminsky, Graciela, 1999. "The twin crises: The causes of banking and balance of payments problems," MPRA Paper 14081, University Library of Munich, Germany.
  4. Nicole M. Boyson & Christof W. Stahel & René M. Stulz, 2010. "Hedge Fund Contagion and Liquidity Shocks," Journal of Finance, American Finance Association, vol. 65(5), pages 1789-1816, October.
  5. Lubos Pastor & Robert F. Stambaugh, 2001. "Liquidity Risk and Expected Stock Returns," NBER Working Papers 8462, National Bureau of Economic Research, Inc.
  6. Glosten, Lawrence R. & Harris, Lawrence E., 1988. "Estimating the components of the bid/ask spread," Journal of Financial Economics, Elsevier, vol. 21(1), pages 123-142, May.
  7. Markus K. Brunnermeier & Lasse Heje Pedersen, 2007. "Market Liquidity and Funding Liquidity," NBER Working Papers 12939, National Bureau of Economic Research, Inc.
  8. Loriana Pelizzon & Monica Billio & Mila Getmansky, 2008. "Crisis and Hedge Fund Risk," Working Papers 2008_10, Department of Economics, University of Venice "Ca' Foscari".
  9. Xin Huang & Hao Zhou & Haibin Zhu, 2011. "Systemic risk contributions," Finance and Economics Discussion Series 2011-08, Board of Governors of the Federal Reserve System (U.S.).
  10. Amihud, Yakov & Mendelson, Haim, 1986. "Asset pricing and the bid-ask spread," Journal of Financial Economics, Elsevier, vol. 17(2), pages 223-249, December.
  11. Andrew W. Lo & Jiang W. Wang, 2000. "Trading Volume: Definitions, Data Analysis, and Implications of Portfolio Theory," NBER Working Papers 7625, National Bureau of Economic Research, Inc.
  12. 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.
  13. Franklin Allen & Douglas Gale, 1976. "Optimal Financial Crises," Center for Financial Institutions Working Papers 97-01, Wharton School Center for Financial Institutions, University of Pennsylvania.
  14. White, Halbert, 1982. "Maximum Likelihood Estimation of Misspecified Models," Econometrica, Econometric Society, vol. 50(1), pages 1-25, January.
  15. Tarun Chordia, 2001. "Market Liquidity and Trading Activity," Journal of Finance, American Finance Association, vol. 56(2), pages 501-530, 04.
  16. Guido Lorenzoni & Fabio Feriozzi & Fabio Castiglionesi, 2009. "Financial Integration, Liquidity and the Depth of Systemic Crises," 2009 Meeting Papers 440, Society for Economic Dynamics.
  17. Raghuram G. Rajan, 2006. "Has Finance Made the World Riskier?," European Financial Management, European Financial Management Association, vol. 12(4), pages 499-533.
  18. Chordia, Tarun & Roll, Richard & Subrahmanyam, Avanidhar, 2002. "Order imbalance, liquidity, and market returns," Journal of Financial Economics, Elsevier, vol. 65(1), pages 111-130, July.
  19. Stefano Battiston & Domenico Delli Gatti & Mauro Gallegati & Bruce C. Greenwald & Joseph E. Stiglitz, 2009. "Liaisons Dangereuses: Increasing Connectivity, Risk Sharing, and Systemic Risk," NBER Working Papers 15611, National Bureau of Economic Research, Inc.
  20. Billio, Monica & Pelizzon, Loriana, 2000. "Value-at-Risk: a multivariate switching regime approach," Journal of Empirical Finance, Elsevier, vol. 7(5), pages 531-554, December.
  21. De Bandt, Olivier & Hartmann, Philipp, 2000. "Systemic risk: A survey," Working Paper Series 0035, European Central Bank.
  22. Brennan, Michael J. & Chordia, Tarun & Subrahmanyam, Avanidhar, 1998. "Alternative factor specifications, security characteristics, and the cross-section of expected stock returns," Journal of Financial Economics, Elsevier, vol. 49(3), pages 345-373, September.
  23. Dale F. Gray, 2009. "Modeling Financial Crises and Sovereign Risks," Annual Review of Financial Economics, Annual Reviews, vol. 1(1), pages 117-144, November.
  24. Sadka, Ronnie, 2006. "Momentum and post-earnings-announcement drift anomalies: The role of liquidity risk," Journal of Financial Economics, Elsevier, vol. 80(2), pages 309-349, May.
  25. Reinhart, Carmen, 2009. "The Second Great Contraction," MPRA Paper 21485, University Library of Munich, Germany.
  26. Chordia, Tarun & Roll, Richard & Subrahmanyam, Avanidhar, 2000. "Commonality in liquidity," Journal of Financial Economics, Elsevier, vol. 56(1), pages 3-28, April.
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