Cumulative Prospect Theory with Generalized Hyperbolic Skewed t Distribution

被引:8
|
作者
Kwak, Minsuk [1 ]
Pirvu, Traian A. [2 ]
机构
[1] Hankuk Univ Foreign Studies, Dept Math, Yongin 449791, South Korea
[2] McMaster Univ, Dept Math & Stat, Hamilton, ON L8S 4K1, Canada
来源
基金
新加坡国家研究基金会; 加拿大自然科学与工程研究理事会;
关键词
cumulative prospect theory; portfolio optimization; portfolio fund separation; generalized hyperbolic skewed t distribution; PORTFOLIO OPTIMIZATION; RISK; UNCERTAINTY; AXIOMS;
D O I
10.1137/16M1093550
中图分类号
F8 [财政、金融];
学科分类号
0202 ;
摘要
We investigate a one-period portfolio optimization problem of a cumulative prospect theory (CPT) investor with multiple risky assets and one risk-free asset. The returns of the multiple risky assets follow a multivariate generalized hyperbolic (GET) skewed t distribution. We obtain a three-fund separation result comprised of two risky portfolios and the risk-free asset. Furthermore, we reduce the high-dimensional optimization problem to two 1-dimensional optimization problems in order to derive the optimal portfolio. We show that the optimal portfolio composition changes as some of the investor-specific parameters change. The skewness of the stock return distribution is observed to have a considerable impact on the distribution of the CPT investor's wealth deviation, leading to a more conservative investment decision.
引用
收藏
页码:54 / 89
页数:36
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