Article ID: | iaor20073757 |
Country: | United States |
Volume: | 50 |
Issue: | 9 |
Start Page Number: | 1261 |
End Page Number: | 1273 |
Publication Date: | Sep 2004 |
Journal: | Management Science |
Authors: | Alexander Gordon J., Baptista Alexandre M. |
Keywords: | risk |
In this paper, we analyze the portfolio selection implications arising from imposing a value-at-risk (VaR) constraint on the mean-variance model, and compare them with those arising from the imposition of a conditional value-at-risk (CVaR) constraint. We show that for a given confidence level, a CVaR constraint is tighter than a VaR constraint if the CVaR and VaR bounds coincide. Consequently, a CVaR constraint is more effective than a VaR constraint as a tool to control slightly risk-averse agents, but in the absence of a risk-free security, has a perverse effect in that it is more likely to force highly risk-averse agents to select portfolios with larger standard deviations. However, when the CVaR bound is appropriately larger than the VaR bound or when a risk-free security is present, a CVaR constraint ‘dominates’ a VaR constraint as a risk management tool.