Multi-stock portfolio optimization under prospect theory

被引:43
|
作者
Pirvu, Traian A. [1 ]
Schulze, Klaas [2 ]
机构
[1] McMaster Univ, Dept Math & Stat, Hamilton, ON L8S 4K1, Canada
[2] Quartier UNIL Dorigny, Ecole Polytech Fed Lausanne, Swiss Finance Inst, Extranef 244, CH-1015 Lausanne, Switzerland
基金
加拿大自然科学与工程研究理事会;
关键词
Portfolio allocation; Prospect theory; Two-fund separation; Elliptical distributions; DISTRIBUTIONS; RISK; BEHAVIOR;
D O I
10.1007/s11579-012-0079-0
中图分类号
F8 [财政、金融];
学科分类号
0202 ;
摘要
We study how a behavioral agent allocates her portfolio. We consider a cumulative prospect theory investor in a single period setting with one riskless bond and multiple risky stocks, which follow a multivariate elliptical distribution. Our main result is a two-fund separation between the riskless bond and a mean-variance-portfolio, up to an exogenous benchmark portfolio. The mean-variance- portfolio, which we derive explicitly, is the same for all agents. Individual risk preferences are mirrored only in the participation in this portfolio. This dependence is illustrated by considering empirical returns. Furthermore we solve ill-posed optimization problems by imposing a regulatory risk constraint. Finally we address specific parameterizations of the value function by studying power, linear, and exponential utility.
引用
收藏
页码:337 / 362
页数:26
相关论文
共 50 条
  • [1] Multi-stock portfolio optimization under prospect theory
    Traian A. Pirvu
    Klaas Schulze
    [J]. Mathematics and Financial Economics, 2012, 6 : 337 - 362
  • [2] Portfolio theory as a management tool to guide conservation and restoration of multi-stock fish populations
    DuFour, Mark R.
    May, Cassandra J.
    Roseman, Edward F.
    Ludsin, Stuart A.
    Vandergoot, Christopher S.
    Pritt, Jeremy J.
    Fraker, Michael E.
    Davis, Jeremiah J.
    Tyson, Jeffery T.
    Miner, Jeffery G.
    Marschall, Elizabeth A.
    Mayer, Christine M.
    [J]. ECOSPHERE, 2015, 6 (12):
  • [3] A New Method of Portfolio Optimization Under Cumulative Prospect Theory
    Chao Gong
    Chunhui Xu
    Masakazu Ando
    Xiangming Xi
    [J]. Tsinghua Science and Technology, 2018, 23 (01) : 75 - 86
  • [4] A New Method of Portfolio Optimization Under Cumulative Prospect Theory
    Gong, Chao
    Xu, Chunhui
    Ando, Masakazu
    Xi, Xiangming
    [J]. TSINGHUA SCIENCE AND TECHNOLOGY, 2018, 23 (01) : 75 - 86
  • [5] Mixed and multi-stock fisheries - Introduction
    Kell, LT
    Crozier, WW
    Legault, CM
    [J]. ICES JOURNAL OF MARINE SCIENCE, 2004, 61 (08) : 1330 - 1330
  • [6] Static portfolio choice under Cumulative Prospect Theory
    Carole Bernard
    Mario Ghossoub
    [J]. Mathematics and Financial Economics, 2010, 2 : 277 - 306
  • [7] Dynamic consumption and portfolio choice under prospect theory
    van Bilsen, Servaas
    Laeven, Roger J. A.
    [J]. INSURANCE MATHEMATICS & ECONOMICS, 2020, 91 : 224 - 237
  • [8] Static portfolio choice under Cumulative Prospect Theory
    Bernard, Carole
    Ghossoub, Mario
    [J]. MATHEMATICS AND FINANCIAL ECONOMICS, 2010, 2 (04) : 277 - 306
  • [9] Portfolio Optimization with Cumulative Prospect Theory Utility via Convex Optimization
    Luxenberg, Eric
    Schiele, Philipp
    Boyd, Stephen
    [J]. COMPUTATIONAL ECONOMICS, 2024,
  • [10] Portfolio optimization model with uncertain returns based on prospect theory
    Yufeng Li
    Bing Zhou
    Yingxue Tan
    [J]. Complex & Intelligent Systems, 2022, 8 : 4529 - 4542