Dynamic Portfolio Choice When Risk Is Measured by Weighted VaR

被引:28
|
作者
He, Xue Dong [1 ]
Jin, Hanqing [2 ,3 ,4 ]
Zhou, Xun Yu [2 ,3 ,4 ]
机构
[1] Columbia Univ, Dept Ind Engn & Operat Res, New York, NY 10027 USA
[2] Univ Oxford, Math Inst, Oxford OX2 6GG, England
[3] Univ Oxford, Nomura Ctr Math Finance, Oxford OX2 6GG, England
[4] Univ Oxford, Oxford Man Inst Quantitat Finance, Oxford OX2 6GG, England
关键词
mean-risk portfolio choice; weighted value-at-risk; coherent risk measures; well-posedness; optimal investment strategies; binary and ternary payoffs; VALUE-AT-RISK; SELECTION; OPTIMIZATION; MODEL;
D O I
10.1287/moor.2014.0695
中图分类号
C93 [管理学]; O22 [运筹学];
学科分类号
070105 ; 12 ; 1201 ; 1202 ; 120202 ;
摘要
We seek to characterize the trading behavior of an agent, in the context of a continuous-time portfolio choice model, if she measures the risk by a so called weighted value-at-risk (VaR), which is a generalization of both VaR and conditional VaR. We show that when bankruptcy is allowed the agent displays extreme risk-taking behaviors, unless the downside risk is significantly penalized, in which case an asymptotically optimal strategy is to invest a very small amount of money in an extremely risky but highly rewarding lottery, and save the rest in the risk-free asset. When bankruptcy is prohibited, extreme risk-taking behaviors are prevented in most cases in which the asymptotically optimal strategy is to spend a very small amount of money in an extremely risky but highly rewarding lottery and put the rest in an asset with moderate risk. Finally, we show that the trading behaviors remain qualitatively the same if the weighted VaR is replaced by a law-invariant coherent risk measure.
引用
收藏
页码:773 / 796
页数:24
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