31 Pages Posted: 3 Nov 2011 Last revised: 21 Mar 2012
Date Written: March 20, 2012
Regulators charged with monitoring systemic risk need to focus on sentiment as well as narrowly defined measures of systemic risk. This chapter describes techniques for jointly monitoring the co-evolution of sentiment and systemic risk. To measure systemic risk, we use Marginal Expected Shortfall. To measure sentiment, we apply a behavioral extension of traditional pricing kernel theory, which we supplement with external proxies. We illustrate the technique by analyzing the dynamics of sentiment before, during, and after the global financial crisis which erupted in September 2008. Using stock and options data for the S&P 500 during the period 2002–2009, our analysis documents the statistical relationship between sentiment and systemic risk.
Keywords: systemic risk, marginal expected shortfall, pricing kernel, overconfidence, optimism
JEL Classification: E61, G01, G02, G28
Suggested Citation: Suggested Citation
Barone-Adesi, Giovanni and Mancini, Loriano and Shefrin, Hersh, Sentiment, Asset Prices, and Systemic Risk (March 20, 2012). Swiss Finance Institute Research Paper No. 11-50. Available at SSRN: https://ssrn.com/abstract=1953621 or http://dx.doi.org/10.2139/ssrn.1953621
By Andrew Ang