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Does Risk Aversion Drive Financial Crises? Testing the Predictive Power of Empirical Indicators

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Virginie Coudert
Mathieu Gex

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Abstract

Financial institutions often refer to empirical risk aversion indicators to gauge investors’ market sentiment. 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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Paper provided by CEPII research center in its series Working Papers with number 2007-02.

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Date of creation: Jan 2007
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Handle: RePEc:cii:cepidt:2007-02

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Related research
Keywords: Risk aversion; leading indicators of crises; currency crises; stock market crises; crises prediction; models; financial markets; crisis;

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Find related papers by JEL classification:
C33 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Models with Panel Data
E44 - Macroeconomics and Monetary Economics - - Money and Interest Rates - - - Financial Markets and the Macroeconomy
F37 - International Economics - - International Finance - - - International Finance Forecasting and Simulation
G12 - Financial Economics - - General Financial Markets - - - Asset Pricing

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  1. Geert Bekaert & Marie Hoerova & Martin Scheicher, 2009. "What Do Asset Prices Have to Say About Risk Appetite and Uncertainty?," Working Paper Series 1037, European Central Bank. [Downloadable!]
  2. Ingo Fender & Martin Scheicher, 2009. "Fiscal behaviour in the European Union - rules, fiscal decentralization and government indebtedness," Working Paper Series 1056, European Central Bank. [Downloadable!]
  3. Brenda González-Hermosillo, 2008. "Investors’ Risk Appetite and Global Financial Market Conditions," IMF Working Papers 08/85, International Monetary Fund. [Downloadable!]
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