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Time consistent behavioral portfolio policy for dynamic mean-variance formulation

  • Xiangyu Cui
  • , Xun Li
  • , Duan Li
  • , Yun Shi*
  • *此作品的通讯作者
  • Shanghai University of Finance and Economics
  • Hong Kong Polytechnic University
  • Chinese University of Hong Kong
  • Shanghai University

科研成果: 期刊稿件文章同行评审

摘要

When one considers an optimal portfolio policy under a mean-risk formulation, it is essential to correctly model investors' risk aversion which may be time variant or even state dependent. In this paper, we propose a behavioral risk aversion model, in which risk aversion is a piecewise linear function of the current excess wealth level with a reference point at the discounted investment target (either surplus or shortage), to reflect a behavioral pattern with both house money and break-even effects. Due to the time inconsistency of the resulting multi-period mean-variance model with adaptive risk aversion, we investigate the time consistent behavioral portfolio policy by solving a nested mean-variance game formulation. We derive a semi-analytical time consistent behavioral portfolio policy which takes a piecewise linear feedback form of the current excess wealth level with respect to the discounted investment target. Finally, we extend the above results to time consistent behavioral portfolio selection for dynamic mean-variance formulation with a cone constraint.

源语言英语
页(从-至)1647-1660
页数14
期刊Journal of the Operational Research Society
68
12
DOI
出版状态已出版 - 1 12月 2017
已对外发布

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