A Novel Downside Risk Measure and Expected Returns

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...

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Main Author: Liu, Jinjing
Format: Working Paper
Language:English
Published: World Bank, Washington, DC 2019
Subjects:
Online Access:http://documents.worldbank.org/curated/en/524291563990594233/A-Novel-Downside-Risk-Measure-and-Expected-Returns
http://hdl.handle.net/10986/32131
id okr-10986-32131
recordtype oai_dc
spelling okr-10986-321312022-09-19T12:16:38Z A Novel Downside Risk Measure and Expected Returns Liu, Jinjing RISK PREMIUM ASSET RETURN RETURN ON ASSET EXPECTED RETURN STOCK MARKETS 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. 2019-07-29T18:59:15Z 2019-07-29T18:59:15Z 2019-07 Working Paper http://documents.worldbank.org/curated/en/524291563990594233/A-Novel-Downside-Risk-Measure-and-Expected-Returns http://hdl.handle.net/10986/32131 English Policy Research Working Paper;No. 8947 CC BY 3.0 IGO http://creativecommons.org/licenses/by/3.0/igo World Bank World Bank, Washington, DC Publications & Research Publications & Research :: Policy Research Working Paper
repository_type Digital Repository
institution_category Foreign Institution
institution Digital Repositories
building World Bank Open Knowledge Repository
collection World Bank
language English
topic RISK PREMIUM
ASSET RETURN
RETURN ON ASSET
EXPECTED RETURN
STOCK MARKETS
spellingShingle RISK PREMIUM
ASSET RETURN
RETURN ON ASSET
EXPECTED RETURN
STOCK MARKETS
Liu, Jinjing
A Novel Downside Risk Measure and Expected Returns
relation Policy Research Working Paper;No. 8947
description 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.
format Working Paper
author Liu, Jinjing
author_facet Liu, Jinjing
author_sort Liu, Jinjing
title A Novel Downside Risk Measure and Expected Returns
title_short A Novel Downside Risk Measure and Expected Returns
title_full A Novel Downside Risk Measure and Expected Returns
title_fullStr A Novel Downside Risk Measure and Expected Returns
title_full_unstemmed A Novel Downside Risk Measure and Expected Returns
title_sort novel downside risk measure and expected returns
publisher World Bank, Washington, DC
publishDate 2019
url http://documents.worldbank.org/curated/en/524291563990594233/A-Novel-Downside-Risk-Measure-and-Expected-Returns
http://hdl.handle.net/10986/32131
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