Multiperiod Mean-CVaR Portfolio Selection

被引:1
|
作者
Cui, Xiangyu [1 ]
Shi, Yun [2 ]
机构
[1] Shanghai Univ Finance & Econ, Sch Stat & Management, Shanghai, Peoples R China
[2] Shanghai Univ, Sch Management, Shanghai, Peoples R China
关键词
mean-CVaR; pre-committed policy; time consistency in efficiency; time consistent policy; linear programming; integer programming;
D O I
10.1007/978-3-319-18161-5_25
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Due to the time inconsistency issue of multiperiod mean-CVaR model, two important policies of the model with finite states, the pre-committed policy and the time consistent policy, are derived and discussed. The pre-committed policy, which is global optimal for the model, is solved through linear programming. A detailed analysis shows that the pre-committed policy doesn't satisfy time consistency in efficiency either, i.e., the truncated pre-committed policy is not efficient for the remaining short term mean-CVaR problem. The time consistent policy, which is the subgame Nash equilibrium policy of the multiperson game reformulation of the model, takes a piecewise linear form of the current wealth level and the coefficients can be derived by a series of integer programming problems and two linear programming problems. The difference between two polices indicates the degree of time inconsistency.
引用
收藏
页码:293 / 304
页数:12
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