TY - JOUR
T1 - Time consistent behavioral portfolio policy for dynamic mean-variance formulation
AU - Cui, Xiangyu
AU - Li, Xun
AU - Li, Duan
AU - Shi, Yun
N1 - Publisher Copyright:
© 2017 The Operational Research Society.
PY - 2017/12/1
Y1 - 2017/12/1
N2 - 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.
AB - 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.
KW - behavioral portfolio policy
KW - dynamic mean-variance formulation
KW - investment analysis
KW - state-dependent risk aversion
KW - time consistency
UR - https://www.scopus.com/pages/publications/85014579187
U2 - 10.1057/s41274-017-0179-6
DO - 10.1057/s41274-017-0179-6
M3 - 文章
AN - SCOPUS:85014579187
SN - 0160-5682
VL - 68
SP - 1647
EP - 1660
JO - Journal of the Operational Research Society
JF - Journal of the Operational Research Society
IS - 12
ER -