Does risk aversion drive financial crises? Testing the predictive power of empirical indicators
AbstractThere are several types of risk aversion indicators used by financial institutions. These indicators, which are estimated in diverse ways, often show differing developments, although it is not possible to directly assess which is the most appropriate. Here, we consider the most well-known of these indicators and construct others with standard methods. As financial crises generally coincide with periods in which risk aversion increases, we try to check if these indicators rise just before the crises and also if they are able to forecast crises. We estimate logit and multilogit models of financial crises - exchange rate and stock market crises - using control variables and each of the risk aversion indicators. In-sample simulations allow us to assess their respective predictive powers. Risk aversion indicators are found to be good leading indicators of stock market crises, but less so for currency crises.
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Bibliographic InfoArticle provided by Elsevier in its journal Journal of Empirical Finance.
Volume (Year): 15 (2008)
Issue (Month): 2 (March)
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Web page: http://www.elsevier.com/locate/jempfin
Other versions of this item:
- Virginie Coudert & Mathieu Gex, 2007. "Does Risk Aversion Drive Financial Crises? Testing the Predictive Power of Empirical Indicators," Working Papers 2007-02, CEPII research center.
- C33 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Models with Panel Data; Spatio-temporal Models
- E44 - Macroeconomics and Monetary Economics - - Money and Interest Rates - - - Financial Markets and the Macroeconomy
- F37 - International Economics - - International Finance - - - International Finance Forecasting and Simulation: Models and Applications
- G12 - Financial Economics - - General Financial Markets - - - Asset Pricing; Trading Volume; Bond Interest Rates
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- Inoue, Atsushi & Kilian, Lutz, 2002.
"In-sample or out-of-sample tests of predictability: which one should we use?,"
Working Paper Series
0195, European Central Bank.
- Atsushi Inoue & Lutz Kilian, 2005. "In-Sample or Out-of-Sample Tests of Predictability: Which One Should We Use?," Econometric Reviews, Taylor & Francis Journals, vol. 23(4), pages 371-402.
- Inoue, Atsushi & Kilian, Lutz, 2002. "In-Sample or Out-of-Sample Tests of Predictability: Which One Should We Use?," CEPR Discussion Papers 3671, C.E.P.R. Discussion Papers.
- Catherine A. Pattillo & Andrew Berg, 1998.
"Are Currency Crises Predictable? A Test,"
IMF Working Papers
98/154, International Monetary Fund.
- Reinhart, Carmen & Kaminsky, Graciela & Lizondo, Saul, 1998.
"Leading Indicators of Currency Crises,"
6981, University Library of Munich, Germany.
- Cochrane, John H, 1996. "A Cross-Sectional Test of an Investment-Based Asset Pricing Model," Journal of Political Economy, University of Chicago Press, vol. 104(3), pages 572-621, June.
- Mankiw, N Gregory & Shapiro, Matthew D, 1986.
"Risk and Return: Consumption Beta versus Market Beta,"
The Review of Economics and Statistics,
MIT Press, vol. 68(3), pages 452-59, August.
- Matthew D. Shapiro & N. Gregory Mankiw, 1985. "Risk and Return: Consumption Beta Versus Market Beta," Cowles Foundation Discussion Papers 738, Cowles Foundation for Research in Economics, Yale University.
- repec:ebl:ecbull:v:28:y:2003:i:6:p:a6 is not listed on IDEAS
- Hansen, Lars Peter & Singleton, Kenneth J, 1982. "Generalized Instrumental Variables Estimation of Nonlinear Rational Expectations Models," Econometrica, Econometric Society, vol. 50(5), pages 1269-86, September.
- Steven Radelet & Jeffrey D. Sachs, 1998. "The East Asian Financial Crisis: Diagnosis, Remedies, Prospects," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 29(1), pages 1-90.
- Frederic S. Mishkin & Eugene N. White, 2002.
"U.S. Stock Market Crashes and Their Aftermath: Implications for Monetary Policy,"
NBER Working Papers
8992, National Bureau of Economic Research, Inc.
- Eugene White & Frederic Mishkin, 2002. "U.S.Stock Market Crashes and Their Aftermath: Implications for Monetary Policy," Departmental Working Papers 200208, Rutgers University, Department of Economics.
- Kumar, Manmohan S & Persaud, Avinash, 2002. "Pure Contagion and Investors' Shifting Risk Appetite: Analytical Issues and Empirical Evidence," International Finance, Wiley Blackwell, vol. 5(3), pages 401-36, Winter.
- Bussiere, Matthieu & Fratzscher, Marcel, 2006.
"Towards a new early warning system of financial crises,"
Journal of International Money and Finance,
Elsevier, vol. 25(6), pages 953-973, October.
- Bussière, Matthieu & Fratzscher, Marcel, 2002. "Towards a new early warning system of financial crises," Working Paper Series 0145, European Central Bank.
- Fratzscher, Marcel & Matthieu Bussiere, 2003. "Towards A New Early Warning System of Financial Crises," Royal Economic Society Annual Conference 2003 81, Royal Economic Society.
- John Y. Campbell & John H. Cochrane, 1999.
"Explaining the Poor Performance of Consumption-Based Asset Pricing Models,"
NBER Working Papers
7237, National Bureau of Economic Research, Inc.
- John Y. Campbell & John H. Cochrane, 2000. "Explaining the Poor Performance of Consumption-based Asset Pricing Models," Journal of Finance, American Finance Association, vol. 55(6), pages 2863-2878, December.
- Campbell, John & Cochrane, John, 2000. "Explaining the Poor Performance of Consumption-Based Asset Pricing Models," Scholarly Articles 3163265, Harvard University Department of Economics.
- John Lintner, 1965. "Security Prices, Risk, And Maximal Gains From Diversification," Journal of Finance, American Finance Association, vol. 20(4), pages 587-615, December.
- William F. Sharpe, 1964. "Capital Asset Prices: A Theory Of Market Equilibrium Under Conditions Of Risk," Journal of Finance, American Finance Association, vol. 19(3), pages 425-442, 09.
- Frankel, Jeffrey A & Rose, Andrew K, 1996.
"Currency Crashes in Emerging Markets: Empirical Indicators,"
CEPR Discussion Papers
1349, C.E.P.R. Discussion Papers.
- Jeffrey A. Frankel & Andrew K. Rose, 1996. "Currency Crashes in Emerging Markets: Empirical Indicators," NBER Working Papers 5437, National Bureau of Economic Research, Inc.
- Jeffrey J. Frankel and Andrew K. Rose., 1996. "Currency Crashes in Emerging Markets: Empirical Indicators," Center for International and Development Economics Research (CIDER) Working Papers C96-062, University of California at Berkeley.
- Miroslav Misina, 2003.
"What Does the Risk-Appetite Index Measure?,"
03-23, Bank of Canada.
- Burkart, Oliver & Coudert, Virginie, 2002. "Leading indicators of currency crises for emerging countries," Emerging Markets Review, Elsevier, vol. 3(2), pages 107-133, June.
- Kenneth A. Froot & Paul G. J. O'Connell, 2003. "The Risk Tolerance of International Investors," NBER Working Papers 10157, National Bureau of Economic Research, Inc.
- Prasanna Gai & Nicholas Vause, 2006. "Measuring Investors' Risk Appetite," International Journal of Central Banking, International Journal of Central Banking, vol. 2(1), March.
- Fama, Eugene F & French, Kenneth R, 1996. " The CAPM Is Wanted, Dead or Alive," Journal of Finance, American Finance Association, vol. 51(5), pages 1947-58, December.
- Baek, In-Mee & Bandopadhyaya, Arindam & Du, Chan, 2005. "Determinants of market-assessed sovereign risk: Economic fundamentals or market risk appetite?," Journal of International Money and Finance, Elsevier, vol. 24(4), pages 533-548, June.
- Miroslav Misina, 2006. "Benchmark Index of Risk Appetite," Working Papers 06-16, Bank of Canada.
- Torsten Sløk & Mike Kennedy, 2004. "Factors Driving Risk Premia," OECD Economics Department Working Papers 385, OECD Publishing.
- Wheatley, Simon, 1988. "Some tests of international equity integration," Journal of Financial Economics, Elsevier, vol. 21(2), pages 177-212, September.
- Ross, Stephen A., 1976. "The arbitrage theory of capital asset pricing," Journal of Economic Theory, Elsevier, vol. 13(3), pages 341-360, December.
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