A comparison of VaR and CVaR constraints on portfolio selection with the mean-variance model

A comparison of VaR and CVaR constraints on portfolio selection with the mean-variance model

0.00 Avg rating0 Votes
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: ,
Keywords: risk
Abstract:

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.

Reviews

Required fields are marked *. Your email address will not be published.