Risk management for international portfolios with basket options: A multi-stage stochastic programming approach

被引:8
作者
Yin Libo [1 ]
Han Liyan [2 ]
机构
[1] Cent Univ Finance & Econ, Sch Finance, Beijing 100081, Peoples R China
[2] Beihang Univ, Sch Econ & Management, Beijing 100191, Peoples R China
关键词
Basket options; options applications; portfolio optimization; risk management; stochastic programming; STRATEGIC ASSET ALLOCATION; GENERATING SCENARIO TREES; DECISION-PROBLEMS; EXOTIC OPTIONS; CONSUMPTION; INVESTMENT; RETURNS; CHOICE; MODEL; PREDICTABILITY;
D O I
10.1007/s11424-015-3001-z
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
The authors consider the problem of active international portfolio management with basket options to achieve optimal asset allocation and combined market risk and currency risk management via multi-stage stochastic programming (MSSP). The authors note particularly the novel consideration and significant benefit of basket options in the context of portfolio optimization and risk management. Extensive empirical tests strongly demonstrate that basket options consistently have more clearly improvement on portfolio performances than a portfolio of vanilla options written on the same underlying assets. The authors further show that the MSSP model provides as a supportive tool for asset allocation, and a suitable test bed to empirically investigate the performance of alternative strategies.
引用
收藏
页码:1279 / 1306
页数:28
相关论文
共 43 条
[31]   Dynamic valuation of options on non-traded assets and trading strategies [J].
Mi Hui ;
Zhang Shuguang .
JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY, 2013, 26 (06) :991-1001
[32]   Constructing Risk Measures from Uncertainty Sets [J].
Natarajan, Karthik ;
Pachamanova, Dessislava ;
Sim, Melvyn .
OPERATIONS RESEARCH, 2009, 57 (05) :1129-1141
[33]   Static hedging of multivariate derivatives by simulation [J].
Pellizzari, P .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2005, 166 (02) :507-519
[34]   Mortgage loan portfolio optimization using multi-stage stochastic programming [J].
Rasmussen, Kourosh Marjani ;
Clausen, Jens .
JOURNAL OF ECONOMIC DYNAMICS & CONTROL, 2007, 31 (03) :742-766
[35]   Conditional value-at-risk for general loss distributions [J].
Rockafellar, RT ;
Uryasev, S .
JOURNAL OF BANKING & FINANCE, 2002, 26 (07) :1443-1471
[36]   LIFETIME PORTFOLIO SELECTION BY DYNAMIC STOCHASTIC PROGRAMMING [J].
SAMUELSON, PA .
REVIEW OF ECONOMICS AND STATISTICS, 1969, 51 (03) :239-246
[37]   DOWNSIDE RISK - CAPTURING WHATS AT STAKE IN INVESTMENT SITUATIONS [J].
SORTINO, FA ;
VANDERMEER, R .
JOURNAL OF PORTFOLIO MANAGEMENT, 1991, 17 (04) :27-31
[38]   A dynamic stochastic programming model for international portfolio management [J].
Topaloglou, Nikolas ;
Vladimirou, Hercules ;
Zenios, Stavros A. .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2008, 185 (03) :1501-1524
[39]   Optimizing international portfolios with options and forwards [J].
Topaloglou, Nikolas ;
Vladimirou, Hercules ;
Zenios, Stavros A. .
JOURNAL OF BANKING & FINANCE, 2011, 35 (12) :3188-3201
[40]   Portfolio and consumption decisions under mean-reverting returns: An exact solution for complete markets [J].
Wachter, JA .
JOURNAL OF FINANCIAL AND QUANTITATIVE ANALYSIS, 2002, 37 (01) :63-91