IDEAS home Printed from https://ideas.repec.org/a/eee/matcom/v173y2020icp85-104.html
   My bibliography  Save this article

Hedging the exchange rate risk for international portfolios

Author

Listed:
  • Yu, Xing
  • Zhang, Wei Guo
  • Liu, Yong Jun
  • Wang, Xinxin
  • Wang, Chao

Abstract

This paper studies exchange rate risk hedging with currency options in international portfolios. We propose a new iterative method to estimate the bandwidth of the kernel density estimator (KDE). Based on KDE, we further estimate the density function of the hedging portfolio’s return and calculate the risk of lower partial moments (LPM). Some in-depth analysis is conducted for currency of USD/CAD in two sample spaces (i.e. testing the hedging efficiency with in-sample data and out-of-sample simulation). Specifically, we test whether currency options hedging can improve the performance of international assets portfolios and find that, for the investors whose domestic currency is CAD, currency options hedging is more significant and outperforms other instruments in the investment period of in-sample. To examine the robustness, we also investigate the hedging effectiveness of the proposed model in view of the out-of-sample simulation. Simulation results demonstrate the superiority of currency options hedging in terms of reducing the downside risk exposure. We find that higher risk aversion or target return means an increase in downside risk, but efficient frontier measured by mean/LPM becomes smaller. The efficient frontier markedly increases when the investor hedges the exchange rate risk with currency options. We also apply the proposed model to the currency of USD/CHN and obtain similar results. Therefore, we suggest investors to buy put options with larger strike price for hedging exchange rate risk.

Suggested Citation

  • Yu, Xing & Zhang, Wei Guo & Liu, Yong Jun & Wang, Xinxin & Wang, Chao, 2020. "Hedging the exchange rate risk for international portfolios," Mathematics and Computers in Simulation (MATCOM), Elsevier, vol. 173(C), pages 85-104.
  • Handle: RePEc:eee:matcom:v:173:y:2020:i:c:p:85-104
    DOI: 10.1016/j.matcom.2020.02.014
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0378475420300537
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.matcom.2020.02.014?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Emanuele Bajo & Massimiliano Barbi & Silvia Romagnoli, 2015. "A generalized approach to optimal hedging with option contracts," The European Journal of Finance, Taylor & Francis Journals, vol. 21(9), pages 714-733, July.
    2. Topaloglou, Nikolas & Vladimirou, Hercules & Zenios, Stavros A., 2011. "Optimizing international portfolios with options and forwards," Journal of Banking & Finance, Elsevier, vol. 35(12), pages 3188-3201.
    3. Yong Sakong & Dermot J. Hayes & Arne Hallam, 1993. "Hedging Production Risk With Options," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 75(2), pages 408-415.
    4. Joseph Steinberg, 2018. "International Portfolio Diversification and the Structure of Global Production," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 29, pages 195-219, July.
    5. Kumhof, Michael, 2018. "On the theory of international currency portfolios," European Economic Review, Elsevier, vol. 101(C), pages 376-396.
    6. Chang, Chia-Lin & González-Serrano, Lydia & Jimenez-Martin, Juan-Angel, 2013. "Currency hedging strategies using dynamic multivariate GARCH," Mathematics and Computers in Simulation (MATCOM), Elsevier, vol. 94(C), pages 164-182.
    7. Battermann, Harald L. & Braulke, Michael & Broll, Udo & Schimmelpfennig, Jorg, 2000. "The preferred hedge instrument," Economics Letters, Elsevier, vol. 66(1), pages 85-91, January.
    8. Glosten, Lawrence R & Jagannathan, Ravi & Runkle, David E, 1993. "On the Relation between the Expected Value and the Volatility of the Nominal Excess Return on Stocks," Journal of Finance, American Finance Association, vol. 48(5), pages 1779-1801, December.
    9. O. Scaillet, 2004. "Nonparametric Estimation and Sensitivity Analysis of Expected Shortfall," Mathematical Finance, Wiley Blackwell, vol. 14(1), pages 115-129, January.
    10. Bawa, Vijay S., 1978. "Safety-First, Stochastic Dominance, and Optimal Portfolio Choice," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 13(2), pages 255-271, June.
    11. Chang, Eric C. & Wong, Kit Pong, 2003. "Cross-Hedging with Currency Options and Futures," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 38(3), pages 555-574, September.
    12. Donald Lien & Yiu Kuen Tse, 2000. "Hedging downside risk with futures contracts," Applied Financial Economics, Taylor & Francis Journals, vol. 10(2), pages 163-170.
    13. Miljana Barjaktarović & Dusica Karic & Radoje Zecevic, 2011. "Currency Options in Function of Currency Risk Hedging and Speculating," Economic Analysis, Institute of Economic Sciences, vol. 44(1-2), pages 38-46.
    14. Chou, Ray Yeutien & Liu, Nathan, 2010. "The economic value of volatility timing using a range-based volatility model," Journal of Economic Dynamics and Control, Elsevier, vol. 34(11), pages 2288-2301, November.
    15. Jean-Claude Cosset & Jean-Marc Suret, 1995. "Political Risk and the Benefits of International Portfolio Diversification," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 26(2), pages 301-318, June.
    16. Wong, Kit Pong, 2002. "Production decisions in the presence of options: A note," International Review of Economics & Finance, Elsevier, vol. 11(1), pages 17-25, April.
    17. Song Xi Chen, 2005. "Nonparametric Inference of Value-at-Risk for Dependent Financial Returns," Journal of Financial Econometrics, Oxford University Press, vol. 3(2), pages 227-255.
    18. Huang, Jen-Jsung & Lee, Kuo-Jung & Liang, Hueimei & Lin, Wei-Fu, 2009. "Estimating value at risk of portfolio by conditional copula-GARCH method," Insurance: Mathematics and Economics, Elsevier, vol. 45(3), pages 315-324, December.
    19. Donald Lien & Yiu Kuen Tse, 1998. "Hedging time‐varying downside risk," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 18(6), pages 705-722, September.
    20. Bawa, Vijay S., 1975. "Optimal rules for ordering uncertain prospects," Journal of Financial Economics, Elsevier, vol. 2(1), pages 95-121, March.
    21. Jiang, Chonghui & Ma, Yongkai & An, Yunbi, 2013. "International portfolio selection with exchange rate risk: A behavioural portfolio theory perspective," Journal of Banking & Finance, Elsevier, vol. 37(2), pages 648-659.
    22. Wong, Kit Pong, 2003. "Currency hedging with options and futures," European Economic Review, Elsevier, vol. 47(5), pages 833-839, October.
    23. Philippe Artzner & Freddy Delbaen & Jean‐Marc Eber & David Heath, 1999. "Coherent Measures of Risk," Mathematical Finance, Wiley Blackwell, vol. 9(3), pages 203-228, July.
    24. Andreea Cristina BENDOVSCHI & Bogdan Stefan IONESCU & Iuliana Mariana IONESCU, 2017. "Statistical Investigation into Exploring the Use of Cloud Computing Technology by Increasing the Users’ Trust," ECONOMIC COMPUTATION AND ECONOMIC CYBERNETICS STUDIES AND RESEARCH, Faculty of Economic Cybernetics, Statistics and Informatics, vol. 51(1), pages 135-150.
    25. Stoyanov, Stoyan V. & Rachev, Svetlozar T. & Racheva-Iotova, Boryana & Fabozzi, Frank J., 2011. "Fat-tailed models for risk estimation," Working Paper Series in Economics 30, Karlsruhe Institute of Technology (KIT), Department of Economics and Management.
    26. Martha O'Hagan‐Luff & Jenny Berrill, 2019. "The international diversification benefits of U.S.‐traded equity products," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 24(3), pages 1238-1253, July.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Liu, Jing & Xia, Senmao & Wang, Zhaoxing & Nie, Jiajia & Ameen, Nisreen & Yan, Cheng & Lim, Ming K., 2023. "How to balance economic profits and environmental protection: The impacts of cash hedging on remanufacturing firms," International Journal of Production Economics, Elsevier, vol. 258(C).

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. John Cotter & Jim Hanly, 2012. "Hedging effectiveness under conditions of asymmetry," The European Journal of Finance, Taylor & Francis Journals, vol. 18(2), pages 135-147, February.
    2. Jui-Cheng Hung & Chien-Liang Chiu & Ming-Chih Lee, 2006. "Hedging with zero-value at risk hedge ratio," Applied Financial Economics, Taylor & Francis Journals, vol. 16(3), pages 259-269.
    3. d’Addona, Stefano & Khanom, Najrin, 2022. "Estimating tail-risk using semiparametric conditional variance with an application to meme stocks," International Review of Economics & Finance, Elsevier, vol. 82(C), pages 241-260.
    4. Ubukata, Masato, 2018. "Dynamic hedging performance and downside risk: Evidence from Nikkei index futures," International Review of Economics & Finance, Elsevier, vol. 58(C), pages 270-281.
    5. Basu, Anup K. & Drew, Michael E., 2010. "The appropriateness of default investment options in defined contribution plans: Australian evidence," Pacific-Basin Finance Journal, Elsevier, vol. 18(3), pages 290-305, June.
    6. Banulescu, Georgiana-Denisa & Dumitrescu, Elena-Ivona, 2015. "Which are the SIFIs? A Component Expected Shortfall approach to systemic risk," Journal of Banking & Finance, Elsevier, vol. 50(C), pages 575-588.
    7. Christophe Hurlin & Sébastien Laurent & Rogier Quaedvlieg & Stephan Smeekes, 2017. "Risk Measure Inference," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 35(4), pages 499-512, October.
    8. Oliver Linton & Dajing Shang & Yang Yan, 2012. "Efficient estimation of conditional risk measures in a semiparametric GARCH model," CeMMAP working papers CWP25/12, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    9. Kaplanski, Guy & Kroll, Yoram, 2002. "VaR Risk Measures versus Traditional Risk Measures: an Analysis and Survey," MPRA Paper 80070, University Library of Munich, Germany.
    10. Wang, Chuan-Sheng & Zhao, Zhibiao, 2016. "Conditional Value-at-Risk: Semiparametric estimation and inference," Journal of Econometrics, Elsevier, vol. 195(1), pages 86-103.
    11. Robert Jarrow & Feng Zhao, 2006. "Downside Loss Aversion and Portfolio Management," Management Science, INFORMS, vol. 52(4), pages 558-566, April.
    12. So Yeon Chun & Alexander Shapiro & Stan Uryasev, 2012. "Conditional Value-at-Risk and Average Value-at-Risk: Estimation and Asymptotics," Operations Research, INFORMS, vol. 60(4), pages 739-756, August.
    13. Cai, Zongwu & Wang, Xian, 2008. "Nonparametric estimation of conditional VaR and expected shortfall," Journal of Econometrics, Elsevier, vol. 147(1), pages 120-130, November.
    14. Nieto, María Rosa & Ruiz Ortega, Esther, 2008. "Measuring financial risk : comparison of alternative procedures to estimate VaR and ES," DES - Working Papers. Statistics and Econometrics. WS ws087326, Universidad Carlos III de Madrid. Departamento de Estadística.
    15. Bajo, Emanuele & Barbi, Massimiliano & Romagnoli, Silvia, 2014. "Optimal corporate hedging using options with basis and production risk," The North American Journal of Economics and Finance, Elsevier, vol. 30(C), pages 56-71.
    16. Wong, Kit Pong, 2013. "International trade and hedging under joint price and exchange rate uncertainty," International Review of Economics & Finance, Elsevier, vol. 27(C), pages 160-170.
    17. Denisa Banulescu-Radu & Christophe Hurlin & Jérémy Leymarie & Olivier Scaillet, 2021. "Backtesting Marginal Expected Shortfall and Related Systemic Risk Measures," Management Science, INFORMS, vol. 67(9), pages 5730-5754, September.
    18. Vohra, Suprita & Fabozzi, Frank J., 2019. "Effectiveness of developed and emerging market FX options in active currency risk management," Journal of International Money and Finance, Elsevier, vol. 96(C), pages 130-146.
    19. Huang, Jinbo & Ding, Ashley & Li, Yong & Lu, Dong, 2020. "Increasing the risk management effectiveness from higher accuracy: A novel non-parametric method," Pacific-Basin Finance Journal, Elsevier, vol. 62(C).
    20. Schuhmacher, Frank & Auer, Benjamin R., 2014. "Sufficient conditions under which SSD- and MR-efficient sets are identical," European Journal of Operational Research, Elsevier, vol. 239(3), pages 756-763.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:matcom:v:173:y:2020:i:c:p:85-104. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.journals.elsevier.com/mathematics-and-computers-in-simulation/ .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.