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Flights to Safety

  • Lieven Baele
  • Geert Bekaert
  • Koen Inghelbrecht
  • Min Wei

Despite a large and growing theoretical literature on flights to safety, there does not appear to exist an empirical characterization of flight-to-safety (FTS) episodes. Using only data on bond and stock returns, we identify and characterize flight to safety episodes for 23 countries. On average, FTS days comprise less than 5% of the sample, and bond returns exceed equity returns by 2 to 3%. The majority of FTS events are country-specific not global. FTS episodes coincide with increases in the VIX, decreases in consumer sentiment indicators and appreciations of the Yen, Swiss franc, and US dollar. The financial, basic materials and industrial industries under-perform in FTS episodes, but the telecom industry outperforms. Money market instruments, corporate bonds, and commodity prices (with the exception of metals, including gold) face abnormal negative returns in FTS episodes. Liquidity deteriorates on FTS days both in the bond and equity markets. Both economic growth and inflation decline right after and up to a year following a FTS spell.

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Paper provided by National Bureau of Economic Research, Inc in its series NBER Working Papers with number 19095.

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Date of creation: May 2013
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Handle: RePEc:nbr:nberwo:19095
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  1. Lieven Baele & Geert Bekaert & Koen Inghelbrecht, 2007. "The determinants of stock and bond return comovements," Working Paper Research 119, National Bank of Belgium.
  2. Tarun Chordia, 2005. "An Empirical Analysis of Stock and Bond Market Liquidity," Review of Financial Studies, Society for Financial Studies, vol. 18(1), pages 85-129.
  3. Goyenko, Ruslan Y. & Ukhov, Andrey D., 2009. "Stock and Bond Market Liquidity: A Long-Run Empirical Analysis," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 44(01), pages 189-212, February.
  4. Krishnamurthy, Arvind, 2002. "The bond/old-bond spread," Journal of Financial Economics, Elsevier, vol. 66(2-3), pages 463-506.
  5. Markus K. Brunnermeier & Lasse Heje Pedersen, 2009. "Market Liquidity and Funding Liquidity," Review of Financial Studies, Society for Financial Studies, vol. 22(6), pages 2201-2238, June.
  6. William Fung & David A. Hsieh & Narayan Y. Naik & Tarun Ramadorai, 2008. "Hedge Funds: Performance, Risk, and Capital Formation," Journal of Finance, American Finance Association, vol. 63(4), pages 1777-1803, 08.
  7. Goyenko, Ruslan & Subrahmanyam, Avanidhar & Ukhov, Andrey, 2011. "The Term Structure of Bond Market Liquidity and Its Implications for Expected Bond Returns," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 46(01), pages 111-139, March.
  8. Jordan, Bradford D & Jordan, Susan D, 1997. " Special Repo Rates: An Empirical Analysis," Journal of Finance, American Finance Association, vol. 52(5), pages 2051-72, December.
  9. Pérez Quirós, Gabriel & Timmermann, Allan, 2001. "Business cycle asymmetries in stock returns: evidence from higher order moments and conditional densities," Working Paper Series 0058, European Central Bank.
  10. Andrew Ang & Geert Bekaert, 2002. "International Asset Allocation With Regime Shifts," Review of Financial Studies, Society for Financial Studies, vol. 15(4), pages 1137-1187.
  11. Goyenko, Ruslan Y. & Holden, Craig W. & Trzcinka, Charles A., 2009. "Do liquidity measures measure liquidity?," Journal of Financial Economics, Elsevier, vol. 92(2), pages 153-181, May.
  12. Bekaert, Geert & Engstrom, Eric & Xing, Yuhang, 2006. "Risk, Uncertainty and Asset Prices," CEPR Discussion Papers 5947, C.E.P.R. Discussion Papers.
  13. Kim, C-J., 1991. "Dynamic Linear Models with Markov-Switching," Papers 91-8, York (Canada) - Department of Economics.
  14. 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.
  15. Andrew Ang & Dennis Kristensen, 2011. "Testing Conditional Factor Models," NBER Working Papers 17561, National Bureau of Economic Research, Inc.
  16. Linda Allen & Turan G. Bali & Yi Tang, 2012. "Does Systemic Risk in the Financial Sector Predict Future Economic Downturns?," Review of Financial Studies, Society for Financial Studies, vol. 25(10), pages 3000-3036.
  17. Baur, Dirk G. & Lucey, Brian M., 2009. "Flights and contagion--An empirical analysis of stock-bond correlations," Journal of Financial Stability, Elsevier, vol. 5(4), pages 339-352, December.
  18. Jean-Sébastien Fontaine & René Garcia, 2009. "Bond Liquidity Premia," Working Papers 09-28, Bank of Canada.
  19. Pastor, Lubos & Stambaugh, Robert F., 2003. "Liquidity Risk and Expected Stock Returns," Journal of Political Economy, University of Chicago Press, vol. 111(3), pages 642-685, June.
  20. Sheridan Titman & Cristian Tiu, 2011. "Do the Best Hedge Funds Hedge?," Review of Financial Studies, Society for Financial Studies, vol. 24(1), pages 123-168.
  21. Dimitri Vayanos, 2004. "Flight to quality, flight to liquidity, and the pricing of risk," LSE Research Online Documents on Economics 456, London School of Economics and Political Science, LSE Library.
  22. Alessandro Beber & Michael W. Brandt & Kenneth A. Kavajecz, 2006. "Flight-to-Quality or Flight-to-Liquidity? Evidence From the Euro-Area Bond Market," NBER Working Papers 12376, National Bureau of Economic Research, Inc.
  23. Teugels, Jozef L, 1990. "Some representations of the multivariate Bernoulli and binomial distributions," Journal of Multivariate Analysis, Elsevier, vol. 32(2), pages 256-268, February.
  24. Geert Bekaert & Eric Engstrom, 2009. "Asset Return Dynamics under Bad Environment Good Environment Fundamentals," NBER Working Papers 15222, National Bureau of Economic Research, Inc.
  25. Ricardo J. Caballero & Arvind Krishnamurthy, 2008. "Collective Risk Management in a Flight to Quality Episode," Journal of Finance, American Finance Association, vol. 63(5), pages 2195-2230, October.
  26. Pasquariello, Paolo & Vega, Clara, 2009. "The on-the-run liquidity phenomenon," Journal of Financial Economics, Elsevier, vol. 92(1), pages 1-24, April.
  27. Robert Engle & Michael Fleming & Eric Ghysels & Giang Nguyen, 2012. "Liquidity, volatility, and flights to safety in the U.S. treasury market: evidence from a new class of dynamic order book models," Staff Reports 590, Federal Reserve Bank of New York.
  28. Malcolm Baker & Jeffrey Wurgler, 2006. "Investor Sentiment and the Cross-Section of Stock Returns," Journal of Finance, American Finance Association, vol. 61(4), pages 1645-1680, 08.
  29. Robert B. Barsky, 1986. "Why Don't the Prices of Stocks and Bonds Move Together?," NBER Working Papers 2047, National Bureau of Economic Research, Inc.
  30. Francis A. Longstaff, 2004. "The Flight-to-Liquidity Premium in U.S. Treasury Bond Prices," The Journal of Business, University of Chicago Press, vol. 77(3), pages 511-526, July.
  31. Xing Hu & Jun Pan & Jiang Wang, 2010. "Noise as Information for Illiquidity," NBER Working Papers 16468, National Bureau of Economic Research, Inc.
  32. Andrew J. Patton, 2009. "Are "Market Neutral" Hedge Funds Really Market Neutral?," Review of Financial Studies, Society for Financial Studies, vol. 22(7), pages 2295-2330, July.
  33. 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.
  34. Holden, Craig W., 2009. "New low-frequency spread measures," Journal of Financial Markets, Elsevier, vol. 12(4), pages 778-813, November.
  35. Graveline, Jeremy J. & McBrady, Matthew R., 2011. "Who makes on-the-run Treasuries special?," Journal of Financial Intermediation, Elsevier, vol. 20(4), pages 620-632, October.
  36. Amihud, Yakov, 2002. "Illiquidity and stock returns: cross-section and time-series effects," Journal of Financial Markets, Elsevier, vol. 5(1), pages 31-56, January.
  37. Connolly, Robert & Stivers, Chris & Sun, Licheng, 2005. "Stock Market Uncertainty and the Stock-Bond Return Relation," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 40(01), pages 161-194, March.
  38. Naes, Randi & Skjeltorp, Johannes & Odegaard, Bernt Arne, 2008. "Liquidity and the Business Cycle," UiS Working Papers in Economics and Finance 2009/1, University of Stavanger.
  39. repec:ecb:ecbwps:20111426 is not listed on IDEAS
  40. White, Halbert, 1980. "A Heteroskedasticity-Consistent Covariance Matrix Estimator and a Direct Test for Heteroskedasticity," Econometrica, Econometric Society, vol. 48(4), pages 817-38, May.
  41. Scott Mayfield, E., 2004. "Estimating the market risk premium," Journal of Financial Economics, Elsevier, vol. 73(3), pages 465-496, September.
  42. Holló, Dániel & Kremer, Manfred & Lo Duca, Marco, 2012. "CISS - a composite indicator of systemic stress in the financial system," Working Paper Series 1426, European Central Bank.
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