Robust hedging strategies

被引:9
|
作者
Fonseca, Raquel J. [1 ]
Rustem, Berc [1 ]
机构
[1] Univ London Imperial Coll Sci Technol & Med, Dept Comp, London SW7 2AZ, England
关键词
Robust optimization; International portfolio optimization; Hedging; Forward contracts; Options; PORTFOLIO SELECTION; LINEAR-PROGRAMS; OPTIONS; OPTIMIZATION; SDPT3;
D O I
10.1016/j.cor.2011.12.021
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
While investing in foreign assets may bring additional benefits in terms of risk diversification, it may also expose the portfolio to a further source of risk derived from changes in the value of the foreign currencies. Hedging strategies for international portfolios have usually focused on the use of forward contracts to mitigate the currency risk. We propose an alternative formulation aimed at the reduction of the overall portfolio risk by assuming the returns are uncertain and maximizing the portfolio return for the worst possible outcome of the returns. This technique known as robust optimization provides a first guarantee on the portfolio value thanks to the non-inferiority property. We further complement our approach with forward contracts on the foreign exchange rates and options on the assets. Because the total return on any asset will be the product of its local return and currency return, the models proposed are bilinear and non convex. A reformulation of both the uncertainty set and the objective function as a semidefinite problem will yield an approximate tractable model. We compare the hedging alternatives proposed with simulated and historical market data and conclude on their relative benefits. (C) 2012 Elsevier Ltd. All rights reserved.
引用
收藏
页码:2528 / 2536
页数:9
相关论文
共 50 条
  • [31] Quadratic hedging strategies for volatility swaps
    Wang, Xingchun
    Fu, Jianping
    Wang, Guanying
    Wang, Yongjin
    FINANCE RESEARCH LETTERS, 2015, 15 : 125 - 132
  • [32] GOLD HEDGING STRATEGIES IN THE ASIAN MARKETS
    Nawawi, Abdul Halim Mohd
    Radzali, Nur Hasnedza
    Hussin, Siti Aida Sheikh
    Mohd, Muhammad Azri
    JURNAL TEKNOLOGI, 2016, 78 (4-4): : 89 - 98
  • [33] Hedging bets with correlated quantum strategies
    Molina, Abel
    Watrous, John
    PROCEEDINGS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES, 2012, 468 (2145): : 2614 - 2629
  • [34] Optimal hedging strategies for salmon producers
    Schutz, Peter
    Westgaard, Sjur
    JOURNAL OF COMMODITY MARKETS, 2018, 12 : 60 - 70
  • [35] Developing Hedging Strategies in Option Segment
    Sanghvi, Sagar
    Shah, Harsh
    Haria, Suryansh
    Joshi, Abhijit R.
    Dalvi, Harshal
    2016 INTERNATIONAL CONFERENCE ON COMPUTING COMMUNICATION CONTROL AND AUTOMATION (ICCUBEA), 2016,
  • [36] Robust facility location: Hedging against failures
    Hernandez, Ivan
    Ramirez-Marquez, Jose Emmanuel
    Rainwater, Chase
    Pohl, Edward
    Medal, Hugh
    RELIABILITY ENGINEERING & SYSTEM SAFETY, 2014, 123 : 73 - 80
  • [37] Robust Hedging of Double Touch Barrier Options
    Cox, A. M. G.
    Obloj, Jan
    SIAM JOURNAL ON FINANCIAL MATHEMATICS, 2011, 2 (01): : 141 - 182
  • [38] Robust one-period option hedging
    Lutgens, Frank
    Sturm, Jos
    Kolen, Antoon
    OPERATIONS RESEARCH, 2006, 54 (06) : 1051 - 1062
  • [39] Robust SAR ATR by hedging against uncertainty
    Hoffman, J
    Mahler, R
    Ravichandran, B
    Huff, M
    Musick, S
    SIGNAL PROCESSING, SENSOR FUSION, AND TARGET RECOGNITION XI, 2002, 4729 : 187 - 198
  • [40] Robust pricing–hedging dualities in continuous time
    Zhaoxu Hou
    Jan Obłój
    Finance and Stochastics, 2018, 22 : 511 - 567