On the exact solution of the multi-period portfolio choice problem for an exponential utility under return predictability

被引:24
作者
Bodnar, Taras [1 ]
Parolya, Nestor [2 ]
Schmid, Wolfgang [3 ]
机构
[1] Stockholm Univ, Dept Math, SE-10691 Stockholm, Sweden
[2] Leibniz Univ Hannover, Inst Empir Econ Econometr, D-30167 Hannover, Germany
[3] European Univ Viadrina, Dept Stat, D-15207 Frankfurt, Oder, Germany
关键词
Multi-period asset allocation; Expected utility optimization; Exponential utility function; Return predictability; TRANSACTION COSTS; SELECTION; OPTIMIZATION; ASSETS;
D O I
10.1016/j.ejor.2015.04.039
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
In this paper we derive the exact solution of the multi-period portfolio choice problem for an exponential utility function under return predictability. It is assumed that the asset returns depend on predictable variables and that the joint random process of the asset returns and the predictable variables follow a vector autoregressive process. We prove that the optimal portfolio weights depend on the covariance matrices of the next two periods and the conditional mean vector of the next period. The case without predictable variables and the case of independent asset returns are partial cases of our solution. Furthermore, we provide an exhaustive empirical study where the cumulative empirical distribution function of the investor's wealth is calculated using the exact solution. It is compared with the investment strategy obtained under the additional assumption that the asset returns are independently distributed. (C) 2015 Elsevier B.V. and Association of European Operational Research Societies (EURO) within the International Federation of Operational Research Societies (IFORS). All rights reserved.
引用
收藏
页码:528 / 542
页数:15
相关论文
共 37 条
[1]   PORTFOLIO CHOICE WITH JUMPS: A CLOSED-FORM SOLUTION [J].
Ait-Sahalia, Yacine ;
Cacho-Diaz, Julio ;
Hurd, T. R. .
ANNALS OF APPLIED PROBABILITY, 2009, 19 (02) :556-584
[2]  
[Anonymous], 1987, Theory of Financial Decision Making
[3]  
[Anonymous], 1991, Portfolio Selection: Efficient Diversification of Investments
[4]   Transaction costs and predictability: some utility cost calculations [J].
Balduzzi, P ;
Lynch, AW .
JOURNAL OF FINANCIAL ECONOMICS, 1999, 52 (01) :47-78
[5]   Investing for the long run when returns are predictable [J].
Barberis, N .
JOURNAL OF FINANCE, 2000, 55 (01) :225-264
[6]   Dynamic Mean-Variance Asset Allocation [J].
Basak, Suleyman ;
Chabakauri, Georgy .
REVIEW OF FINANCIAL STUDIES, 2010, 23 (08) :2970-3016
[7]   On the equivalence of quadratic optimization problems commonly used in portfolio theory [J].
Bodnar, Taras ;
Parolya, Nestor ;
Schmid, Wolfgang .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2013, 229 (03) :637-644
[8]   Dynamic portfolio selection by augmentingthe asset space [J].
Brandt, Michael W. ;
Santa-Clara, Pedro .
JOURNAL OF FINANCE, 2006, 61 (05) :2187-2217
[9]  
Brandt MW, 2010, HANDB FINANC, P269, DOI 10.1016/B978-0-444-50897-3.50008-0
[10]   The sampling error in estimates of mean-variance efficient portfolio weights [J].
Britten-Jones, M .
JOURNAL OF FINANCE, 1999, 54 (02) :655-671