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What Makes a Stock Risky? Evidence from Sell-Side Analysts' Risk Ratings


Daphne Lui


ESSEC Business School

Stanimir Markov


University of Texas at Dallas - Naveen Jindal School of Management

Ane Tamayo


London School of Economics & Political Science (LSE)

September 12, 2006


Abstract:     
We examine the determinants and the informativeness of financial analysts' risk ratings using a large sample of research reports issued by Salomon Smith Barney, now Citigroup. We find that the cross-sectional variation in risk ratings is largely explained by variables commonly viewed as risk proxies such as idiosyncratic risk, size, book-to-market and leverage. In addition, earnings-based measures of risk such as earnings quality and accounting losses also contribute to explaining the cross-sectional variation in the risk ratings. Finally, we document that the risk ratings can be used to predict future return volatility after controlling for other predictors of future volatility. We conclude that analysts play an important role as providers of information about investment risk.

Number of Pages in PDF File: 58

Keywords: Risk, mispricing, volatility, financial analysts, information

JEL Classification: G14, G29, M41

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Date posted: February 2, 2005  

Suggested Citation

Lui, Daphne, Markov, Stanimir and Tamayo, Ane Miren, What Makes a Stock Risky? Evidence from Sell-Side Analysts' Risk Ratings (September 12, 2006). Available at SSRN: http://ssrn.com/abstract=654504 or http://dx.doi.org/10.2139/ssrn.654504

Contact Information

Daphne Lui
ESSEC Business School ( email )
Av Bernard Hirsch
Cergy-Pontoise 95021
France
Stanimir Markov
University of Texas at Dallas - Naveen Jindal School of Management ( email )
P.O. Box 830688
Richardson, TX 75083-0688
United States
972 883 4426 (Phone)
972 883 6811 (Fax)
Ane Miren Tamayo (Contact Author)
London School of Economics & Political Science (LSE) ( email )
Houghton Street
London, WC2A 2AE
United Kingdom
+44 (0)20 78494689 (Phone)
Feedback to SSRN (Beta)


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