A Comparison of VaR and CVaR Constraints on Portfolio Selection with the Mean-Variance Model
- 1 September 2004
- journal article
- Published by Institute for Operations Research and the Management Sciences (INFORMS) in Management Science
- Vol. 50 (9) , 1261-1273
- https://doi.org/10.1287/mnsc.1040.0201
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.Keywords
This publication has 13 references indexed in Scilit:
- Risks and Portfolio Decisions Involving Hedge FundsThe Review of Financial Studies, 2003
- Single-Period Mean–Variance Analysis in a Changing World (corrected)CFA Magazine, 2003
- Economic implications of using a mean-VaR model for portfolio selection: A comparison with mean-variance analysisJournal of Economic Dynamics and Control, 2002
- Optimal Portfolios with Bounded Capital at RiskMathematical Finance, 2001
- Value-at-Risk-Based Risk Management: Optimal Policies and Asset PricesThe Review of Financial Studies, 2001
- Portfolio optimization with conditional value-at-risk objective and constraintsJournal of Risk, 2001
- Value at RiskCFA Magazine, 2000
- Coherent Measures of RiskMathematical Finance, 1999
- Value at Risk When Daily Changes in Market Variables are not Normally DistributedThe Journal of Derivatives, 1998
- Capital Market Equilibrium with Restricted BorrowingThe Journal of Business, 1972