A Novel Downside Risk Measure and Expected Returns

35 Pages Posted: 6 Aug 2019

Multiple version iconThere are 2 versions of this paper

Date Written: July 24, 2019


Several studies have found that the cross-section of stock returns reflects a risk premium for bearing downside risk; however, existing measures of downside risk have poor power for predicting returns. Therefore, this paper proposes a novel measure of downside risk, the ES-implied beta, to improve the prediction of the cross-section of asset returns. The ES-implied beta explains stock returns over the same period as well as the widely used downside beta, but also has strong predictive power over future returns. In the empirical analysis, although the widely used downside beta shows a weak relation with future expected returns, the ES-implied beta implies a statistically and economically significant risk premium of 0.5 percent per month. The predictive power of the ES-implied beta is not explained by the cross-sectional effects from the CAPM beta, size, book-to-market ratio, momentum, coskewness, cokurtosis or liquidity beta, nor does it depend on the design of the empirical analysis.

Keywords: Public Sector Economics, Public Finance Decentralization and Poverty Reduction, International Trade and Trade Rules, Economic Insecurity, Finance and Development, National Governance, Government Policies, Youth and Governance, Quality of Life & Leisure, Social Analysis

Suggested Citation

Liu, Jinjing, A Novel Downside Risk Measure and Expected Returns (July 24, 2019). World Bank Policy Research Working Paper No. 8947, Available at SSRN: https://ssrn.com/abstract=3430562

Jinjing Liu (Contact Author)

World Bank ( email )

1818 H Street, NW
Washington, DC 20433
United States

Do you have negative results from your research you’d like to share?

Paper statistics

Abstract Views
PlumX Metrics