Dynamic CVaR with multi-period risk problems

被引:5
|
作者
Meng, Zhiqing [2 ]
Jiang, Min [2 ]
Hu, Qiying [1 ]
机构
[1] Fudan Univ, Sch Management, Shanghai 200433, Peoples R China
[2] Zhejiang Univ Technol, Coll Business & Adm, Hangzhou 310023, Zhejiang, Peoples R China
基金
中国国家自然科学基金;
关键词
alpha-CVaR; multi-period; optimality equation; optimal policy; VALUE-AT-RISK;
D O I
10.1007/s11424-011-9010-7
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
This paper studies multi-period risk management problems by presenting a dynamic risk measure. This risk measure is the sum of conditional value-at-risk of each period. The authors model it by Markov decision processes and derive its optimality equation. This equation is further transformed equivalently to an analytically tractable one. The authors then use the model and its results to a multi-period portfolio optimization when the return rate vectors at each period form a Markov chain.
引用
收藏
页码:907 / 918
页数:12
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