Multi-period portfolio selection with investor views based on scenario tree

被引:5
|
作者
Zhao, Daping [1 ]
Bai, Lin [2 ]
Fang, Yong [2 ,3 ]
Wang, Shouyang [2 ,3 ]
机构
[1] Capital Univ Econ & Business, Sch Finance, Beijing 100070, Peoples R China
[2] Chinese Acad Sci, Acad Math & Syst Sci, Beijing 100190, Peoples R China
[3] Univ Chinese Acad Sci, Sch Econ & Management, Beijing 100190, Peoples R China
基金
中国国家自然科学基金;
关键词
Portfolio selection; Multi-period; Investor views; Scenario tree; Optimization; BLACK-LITTERMAN MODEL; CONDITIONAL VALUE;
D O I
10.1016/j.amc.2021.126813
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
How to measure investor views and apply it in multi-period investment is an impor-tant problem in portfolio selection . This paper attempts to construct a portfolio selection model with extreme situations and extend it under the multi-period framework. First, we modify a portfolio selection model to fit the extreme cases of 0% or 100% confidence views, then we establish a new programming problem based on optimization approach and figure out the explicit solutions. Second, we extend the model to multi-period form and discretize the results with scenario tree, which solves the multi-period problems. Third, we build an international portfolio with CVaR risk measurement. The numerical tests show that the new multi-period selection model performs better than the others.(c) 2021 Elsevier Inc. All rights reserved.
引用
收藏
页数:14
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