A dynamic stochastic programming model for international portfolio management

被引:80
作者
Topaloglou, Nikolas [1 ]
Vladimirou, Hercules [1 ]
Zenios, Stavros A. [1 ]
机构
[1] Univ Cyprus, European Ctr Excellence Computat Finance & Econ, Sch Econ & Management, HERMES, CY-1678 Nicosia, Cyprus
关键词
stochastic programming; risk management; international portfolios; scenarios;
D O I
10.1016/j.ejor.2005.07.035
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
We develop a multi-stage stochastic programming model for international portfolio management in a dynamic setting. We model uncertainty in asset prices and exchange rates in terms of scenario trees that reflect the empirical distributions implied by market data. The model takes a holistic view of the problem. It considers portfolio rebalancing decisions over multiple periods in accordance with the contingencies of the scenario tree. The solution jointly determines capital allocations to international markets, the selection of assets within each market, and appropriate currency hedging levels. We investigate the performance of alternative hedging strategies through extensive numerical tests with real market data. We show that appropriate selection of currency forward contracts materially reduces risk in international portfolios. We further find that multi-stage models consistently outperform single-stage models. Our results demonstrate that the stochastic programming framework provides a flexible and effective decision support tool for international portfolio management. (C) 2006 Elsevier B.V. All rights reserved.
引用
收藏
页码:1501 / 1524
页数:24
相关论文
共 32 条
[1]   Coherent measures of risk [J].
Artzner, P ;
Delbaen, F ;
Eber, JM ;
Heath, D .
MATHEMATICAL FINANCE, 1999, 9 (03) :203-228
[2]   Scenario modelling for selective hedging strategies [J].
Beltratti, A ;
Laurant, A ;
Zenios, SA .
JOURNAL OF ECONOMIC DYNAMICS & CONTROL, 2004, 28 (05) :955-974
[3]  
Black F., 1989, FINANCIAL ANAL J, V45, P16, DOI DOI 10.2469/FAJ.V45.N4.16
[4]  
Brooke A., 1998, GAMS USERS GUIDE
[5]   THE RUSSELL-YASUDA KASIA MODEL - AN ASSET LIABILITY MODEL FOR A JAPANESE INSURANCE COMPANY USING MULTISTAGE STOCHASTIC-PROGRAMMING [J].
CARINO, DR ;
KENT, T ;
MYERS, DH ;
STACY, C ;
SYLVANUS, M ;
TURNER, AL ;
WATANABE, K ;
ZIEMBA, WT .
INTERFACES, 1994, 24 (01) :29-49
[6]   Scenario reduction in stochastic programming -: An approach using probability metrics [J].
Dupacová, J ;
Gröwe-Kuska, N ;
Römisch, W .
MATHEMATICAL PROGRAMMING, 2003, 95 (03) :493-511
[7]   Scenarios for multistage stochastic programs [J].
Dupacová, J ;
Consigli, G ;
Wallace, SW .
ANNALS OF OPERATIONS RESEARCH, 2000, 100 (1-4) :25-53
[8]   EXCHANGE-RATE UNCERTAINTY, FORWARD CONTRACTS, AND INTERNATIONAL PORTFOLIO SELECTION [J].
EUN, CS ;
RESNICK, BG .
JOURNAL OF FINANCE, 1988, 43 (01) :197-215
[9]  
Filatov V., 1992, FINANCIAL ANAL J JUL, P37
[10]   CURRENCY HEDGING FOR INTERNATIONAL PORTFOLIOS [J].
GLEN, J ;
JORION, P .
JOURNAL OF FINANCE, 1993, 48 (05) :1865-1886