Measuring flight to quality: a local correlation analysis
Purpose – The purpose of this paper is to use the local correlation technique to measure flight to quality, which is defined as a pronounced and generally rapid increase in risk aversion. Flight to quality between American, British, German, Japanese, and Hong Kong spot equity indices and index futures is examined. Design/methodology/approach – The technique of non-linear local correlation is employed to detect flight to quality in both spot and futures markets. The use of this methodology allows us to properly process both normally or non-normally distributed time series. In addition, the estimation of local correlation minimizes the theoretical restrictions resulting from the selection of conditional events and the use of linear regression. Findings – As market risk grows, an increase in flight to quality is documented. For example, a crash in the US stock market results in the flight of capital to the Treasury bond market. Evidence of flight to quality from domestic and foreign spot equity markets to US Treasury bonds is provided. Furthermore, flights to quality from domestic and foreign index futures to US bond futures are revealed. The strength of the reaction from one market to the other is measured and reported. Surprisingly, the authors observe that when market risk becomes extremely high, flight to quality diminishes. Originality/value – To the best of the authors' knowledge, this is the first study that examines flight to quality in the futures markets by applying local correlation analysis. This study broadens the application of local polynomial regression and local correlation analysis.
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Volume (Year): 10 (2011)
Issue (Month): 1 (February)
Pages: 69 - 87
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- Bernanke, Ben & Gertler, Mark & Gilchrist, Simon, 1994.
"The Financial Accelerator and the Flight to Quality,"
94-24, C.V. Starr Center for Applied Economics, New York University.
- Bernanke, Ben & Gertler, Mark & Gilchrist, Simon, 1996. "The Financial Accelerator and the Flight to Quality," The Review of Economics and Statistics, MIT Press, vol. 78(1), pages 1-15, February.
- Ben Bernanke & Mark Gertler & Simon Gilchrist, 1994. "The Financial Accelerator and the Flight to Quality," NBER Working Papers 4789, National Bureau of Economic Research, Inc.
- Simon Gilchrist & Ben S. Bernanke & Mark Gertler, 1994. "The financial accelerator and the flight to quality," Finance and Economics Discussion Series 94-18, Board of Governors of the Federal Reserve System (U.S.).
- Ledoit, Olivier & Wolf, Michael, 2003.
"Improved estimation of the covariance matrix of stock returns with an application to portfolio selection,"
Journal of Empirical Finance,
Elsevier, vol. 10(5), pages 603-621, December.
- Olivier Ledoit & Michael Wolf, 2001. "Improved estimation of the covariance matrix of stock returns with an application to portofolio selection," Economics Working Papers 586, Department of Economics and Business, Universitat Pompeu Fabra.
- Ledoit, Olivier & Wolf, Michael, 2000. "Improved estimation of the covariance matrix of stock returns with an application to portfolio selection," DES - Working Papers. Statistics and Econometrics. WS 10089, Universidad Carlos III de Madrid. Departamento de Estadística.
- 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.
- 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.
- William Miles, 2001. "Can money market mutual funds provide sufficient liquidity to replace deposit insurance?," Journal of Economics and Finance, Springer;Academy of Economics and Finance, vol. 25(3), pages 328-342, September.
- Guler, Bulent & Ozlale, Umit, 2005.
"Is there a flight to quality due to inflation uncertainty?,"
Physica A: Statistical Mechanics and its Applications,
Elsevier, vol. 345(3), pages 603-607.
- Guler, Bulent & Ozlale, Umit, 2004. "Is there a flight to quality due to inflation uncertainty?," MPRA Paper 7929, University Library of Munich, Germany.
- Philipp Hartman & Stefan Straetmans & Casper De Vries, 2001.
"Asset market linkages in crisis periods,"
727, Federal Reserve Bank of Chicago.
- Hartmann, Philipp & Straetmans, Stefan & de Vries, Casper, 2001. "Asset market linkages in crisis periods," Working Paper Series 0071, European Central Bank.
- P. Hartmann & S. Straetmans & C.G. de Vries, 2001. "Asset Market Linkages in Crisis Periods," Tinbergen Institute Discussion Papers 01-071/2, Tinbergen Institute.
- Hartmann, P. & Straetmans, S. & De Vries, C.G., 2001. "Asset Market Linkages in Crisis Periods," Papers 71, Quebec a Montreal - Recherche en gestion.
- de Vries, Casper G & Hartmann, Philipp & Straetmans, Stefan, 2001. "Asset Market Linkages in Crisis Periods," CEPR Discussion Papers 2916, C.E.P.R. Discussion Papers.
- Marie Briere & Ariane Chapelle & Ariane Szafarz, 2008.
"No contagion, only globalization and flight to quality,"
DULBEA Working Papers
08-22.RS, ULB -- Universite Libre de Bruxelles.
- Brière, Marie & Chapelle, Ariane & Szafarz, Ariane, 2012. "No contagion, only globalization and flight to quality," Journal of International Money and Finance, Elsevier, vol. 31(6), pages 1729-1744.
- Marie Briere & Ariane Chapelle & Ariane Szafarz, 2012. "No Contagion, only Globalization and Flight to Quality," ULB Institutional Repository 2013/149092, ULB -- Universite Libre de Bruxelles.
- Marie Briere & Ariane Chapelle & Ariane Szafarz, 2012. "No contagion, only globalization and flight to quality," Working Papers CEB 12-010, ULB -- Universite Libre de Bruxelles.
- Tonn, Victor Lux & Li, H.C. & McCarthy, Joseph, 2010. "Wavelet domain correlation between the futures prices of natural gas and oil," The Quarterly Review of Economics and Finance, Elsevier, vol. 50(4), pages 408-414, November.
- Engle, Robert, 2002. "Dynamic Conditional Correlation: A Simple Class of Multivariate Generalized Autoregressive Conditional Heteroskedasticity Models," Journal of Business & Economic Statistics, American Statistical Association, vol. 20(3), pages 339-50, July.
- Pavlova, Anna & Rigobon, Roberto, 2008.
"The Role of Portfolio Constraints in the International Propagation of Shocks,"
CEPR Discussion Papers
6647, C.E.P.R. Discussion Papers.
- Anna Pavlova & Roberto Rigobon, 2008. "The Role of Portfolio Constraints in the International Propagation of Shocks," Review of Economic Studies, Oxford University Press, vol. 75(4), pages 1215-1256.
- Magnus Andersson & Elizaveta Krylova & Sami Vahamaa, 2007. "Why does the correlation between stock and bond returns vary over time?," Applied Financial Economics, Taylor & Francis Journals, vol. 18(2), pages 139-151.
- Kim, Suk-Joong & Moshirian, Fariborz & Wu, Eliza, 2006. "Evolution of international stock and bond market integration: Influence of the European Monetary Union," Journal of Banking & Finance, Elsevier, vol. 30(5), pages 1507-1534, May.
- BAUWENS, Luc & LAURENT, Sébastien & ROMBOUTS, Jeroen, 2003.
"Multivariate GARCH models: a survey,"
CORE Discussion Papers
2003031, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
- 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.
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