Expected utility approximation and portfolio optimisation

被引:6
作者
Fahrenwaldt, Matthias A. [1 ]
Sun, Chaofan [1 ]
机构
[1] Heriot Watt Univ, Maxwell Inst Math Sci, Dept Actuarial Math & Stat, Edinburgh EH14 4AS, Midlothian, Scotland
关键词
Portfolio selection; Expected utility; Mean-variance optimisation; Power utility; Asymptotic analysis;
D O I
10.1016/j.insmatheco.2020.05.010
中图分类号
F [经济];
学科分类号
02 ;
摘要
Classical portfolio selection problems that optimise expected utility can usually not be solved in closed form. It is natural to approximate the utility function, and we investigate the accuracy of this approximation when using Taylor polynomials. In the important case of a Merton market and power utility we show analytically that increasing the order of the polynomial does not necessarily improve the approximation of the expected utility. The proofs use methods from the theory of parabolic second-order partial differential equations. All results are illustrated by numerical examples. (c) 2020 Elsevier B.V. All rights reserved.
引用
收藏
页码:301 / 314
页数:14
相关论文
共 26 条
[21]   MEAN-VARIANCE APPROXIMATIONS TO EXPECTED LOGARITHMIC UTILITY [J].
PULLEY, LB .
OPERATIONS RESEARCH, 1983, 31 (04) :685-696
[22]   FUNDAMENTAL APPROXIMATION THEOREM OF PORTFOLIO ANALYSIS IN TERMS OF MEANS, VARIANCES AND HIGHER MOMENTS [J].
SAMUELSON, PA .
REVIEW OF ECONOMIC STUDIES, 1970, 37 (112) :537-542
[23]  
Skoulakis G., 2012, Applied Financial Economics, V22, P863, DOI [10.1080/09603107.2011.628294, DOI 10.1080/09603107.2011.628294]
[24]  
Steffensen M., 2004, ASTIN Bull, V34, P5, DOI [10.2143/AST.34.1.504952, DOI 10.2143/AST.34.1.504952]
[25]  
TSIANG SC, 1972, AM ECON REV, V62, P354
[26]   Representation of solutions to BSDEs associated with a degenerate FSDE [J].
Zhang, JF .
ANNALS OF APPLIED PROBABILITY, 2005, 15 (03) :1798-1831