IDEAS home Printed from https://ideas.repec.org/a/spr/decisn/v48y2021i2d10.1007_s40622-021-00273-x.html
   My bibliography  Save this article

Is gold an effective hedge and/or safe haven instrument against stocks, rupee–dollar rate and crude: an empirical investigation from India

Author

Listed:
  • Rakesh Shahani

    (University of Delhi)

  • Aastha Bansal

    (University of Delhi)

Abstract

The current study tries to empirically investigate the hedging and safe haven characteristics of gold against stock markets, crude and foreign exchange movement for India for the period 1 April 2008–31 March 2019 by taking daily closing prices obtained from www.investing.com (converted to returns). The methodology includes using both traditional OLS and quantile regression approaches by setting up both linear and nonlinear relationships amongst the assets. A separate section in the paper has been devoted which covers the Sub-Prime Crisis of 2008. The results of the study showed that gold acted as a hedge asset with respect to Nifty Stock Index and Exchange Rate but not against Crude when the OLS linear and nonlinear models were employed. Further both linear model and nonlinear OLS regression models ruled out the safe haven characteristics of gold with respect to any of the three assets. However, for quantile regression, hedge characteristics of gold were established at only few quantiles with respect to the same two assets, i.e. Nifty and foreign exchange. With respect to safe haven characteristics of gold under OLS, for both linear as well as nonlinear models, gold did not seem to act as a safe haven, while for quantile models, gold acted as a safe haven only at lower tail(s) for Exchange Rate in the linear model and against Nifty Stock Index for nonlinear model. This shows that quantile regression was able to capture the hedging and safe haven characteristics of gold in a superior manner by doing a comprehensive analysis which was based on eleven different quantiles. Such an analysis is much superior to the traditional OLS which gives only an overall broad assessment of the gold’s hedging capacity. Further, the behaviour of gold return as an asset during the sub-period crisis of 2008 was not substantially different from its behaviour during other periods; however, when the yardstick of measurement was changed to return volatility of gold, the behaviour was found to be different from other periods. The asymmetric impact of return on gold with respect to all other assets was also proved in our study.

Suggested Citation

  • Rakesh Shahani & Aastha Bansal, 2021. "Is gold an effective hedge and/or safe haven instrument against stocks, rupee–dollar rate and crude: an empirical investigation from India," DECISION: Official Journal of the Indian Institute of Management Calcutta, Springer;Indian Institute of Management Calcutta, vol. 48(2), pages 129-151, June.
    • Handle: RePEc:spr:decisn:v:48:y:2021:i:2:d:10.1007_s40622-021-00273-x
    DOI: 10.1007/s40622-021-00273-x
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s40622-021-00273-x
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.
    File URL: https://libkey.io/10.1007/s40622-021-00273-x?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. Dirk G. Baur & Brian M. Lucey, 2010. "Is Gold a Hedge or a Safe Haven? An Analysis of Stocks, Bonds and Gold," The Financial Review, Eastern Finance Association, vol. 45(2), pages 217-229, May.
    2. Brian Lucey & Edel Tully, 2005. "Seasonality, Risk And Return In Daily COMEX Gold And Silver Data 1982-2002," The Institute for International Integration Studies Discussion Paper Series iiisdp057, IIIS.
    3. Baur, Dirk G. & McDermott, Thomas K., 2010. "Is gold a safe haven? International evidence," Journal of Banking & Finance, Elsevier, vol. 34(8), pages 1886-1898, August.
    4. Raza, Naveed & Jawad Hussain Shahzad, Syed & Tiwari, Aviral Kumar & Shahbaz, Muhammad, 2016. "Asymmetric impact of gold, oil prices and their volatilities on stock prices of emerging markets," Resources Policy, Elsevier, vol. 49(C), pages 290-301.
    5. Toda, Hiro Y. & Yamamoto, Taku, 1995. "Statistical inference in vector autoregressions with possibly integrated processes," Journal of Econometrics, Elsevier, vol. 66(1-2), pages 225-250.
    6. Hood, Matthew & Malik, Farooq, 2013. "Is gold the best hedge and a safe haven under changing stock market volatility?," Review of Financial Economics, Elsevier, vol. 22(2), pages 47-52.
    7. Pindyck, Robert S, 1993. "The Present Value Model of Rational Commodity Pricing," Economic Journal, Royal Economic Society, vol. 103(418), pages 511-530, May.
    8. Virginie Coudert & Hélène Raymond-Feingold, 2011. "Gold and financial assets: Are there any safe havens in bear markets?," Economics Bulletin, AccessEcon, vol. 31(2), pages 1613-1622.
    9. Shin, Yongcheol & Schmidt, Peter, 1992. "The KPSS stationarity test as a unit root test," Economics Letters, Elsevier, vol. 38(4), pages 387-392, April.
    10. Shu-Mei Chiang & Chi-Tai Lin & Chien-Ming Huang, 2013. "The Relationships Among Stocks, Bonds and Gold: Safe Haven, Hedge or Neither?," Diversity, Technology, and Innovation for Operational Competitiveness: Proceedings of the 2013 International Conference on Technology Innovation and Industrial Management,, ToKnowPress.
    11. Mahdavi, Saeid & Zhou, Su, 1997. "Gold and commodity prices as leading indicators of inflation: Tests of long-run relationship and predictive performance," Journal of Economics and Business, Elsevier, vol. 49(5), pages 475-489.
    12. Capie, Forrest & Mills, Terence C. & Wood, Geoffrey, 2005. "Gold as a hedge against the dollar," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 15(4), pages 343-352, October.
    13. Kuan-Min Wang, 2013. "Can gold effectively hedge risks of exchange rate?," Journal of Business Economics and Management, Taylor & Francis Journals, vol. 14(5), pages 833-851, November.
    14. Christie-David, Rohan & Chaudhry, Mukesh & Koch, Timothy W., 2000. "Do macroeconomics news releases affect gold and silver prices?," Journal of Economics and Business, Elsevier, vol. 52(5), pages 405-421.
    Full references (including those not matched with items on IDEAS)

    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. O'Connor, Fergal A. & Lucey, Brian M. & Batten, Jonathan A. & Baur, Dirk G., 2015. "The financial economics of gold — A survey," International Review of Financial Analysis, Elsevier, vol. 41(C), pages 186-205.
    2. Morema, Kgotso & Bonga-Bonga, Lumengo, 2018. "The impact of oil and gold price fluctuations on the South African equity market: volatility spillovers and implications for portfolio management," MPRA Paper 87637, University Library of Munich, Germany.
    3. Brian Lucey & Fergal A. O'connor, 2012. "Do Bubbles occur in Gold Prices? Evidence from Gold Lease Rates and Markov Switching Models," The Institute for International Integration Studies Discussion Paper Series iiisdp418, IIIS.
    4. Gaye Hatice Gencer & Zafer Musoglu, 2014. "Volatility Modeling and Forecasting of Istanbul Gold Exchange (IGE)," International Journal of Financial Research, International Journal of Financial Research, Sciedu Press, vol. 5(2), pages 87-101, April.
    5. Brian M. Lucey & Fergal A. O’Connor, 2013. "Do bubbles occur in the gold price? An investigation of gold lease rates and Markov Switching models," Borsa Istanbul Review, Research and Business Development Department, Borsa Istanbul, vol. 13(3), pages 53-63, September.
    6. Amélie Charles & Olivier Darné & Jae H. Kim, 2014. "Precious metals shine? A market efficiency perspective," Working Papers hal-01010516, HAL.
    7. Aboura Sofiane & Chevallier Julien & Jammazi Rania & Tiwari Aviral Kumar, 2016. "The place of gold in the cross-market dependencies," Studies in Nonlinear Dynamics & Econometrics, De Gruyter, vol. 20(5), pages 567-586, December.
    8. Talbi, Marwa & Bedoui, Rihab & de Peretti, Christian & Belkacem, Lotfi, 2021. "Is the role of precious metals as precious as they are? A vine copula and BiVaR approaches," Resources Policy, Elsevier, vol. 73(C).
    9. Tim Pullen & Karen Benson & Robert Faff, 2014. "A Comparative Analysis of the Investment Characteristics of Alternative Gold Assets," Abacus, Accounting Foundation, University of Sydney, vol. 50(1), pages 76-92, March.
    10. Charles, Amélie & Darné, Olivier & Kim, Jae H., 2015. "Will precious metals shine? A market efficiency perspective," International Review of Financial Analysis, Elsevier, vol. 41(C), pages 284-291.
    11. Joscha Beckmann & Robert Czudaj, 2012. "Gold as an Infl ation Hedge in a Time-Varying Coeffi cient Framework," Ruhr Economic Papers 0362, Rheinisch-Westfälisches Institut für Wirtschaftsforschung, Ruhr-Universität Bochum, Universität Dortmund, Universität Duisburg-Essen.
    12. Chen, Peng & Miao, Xinru & Tee, Kai-Hong, 2023. "Do gold prices respond more to uncertainty shocks at the zero lower bound?," Resources Policy, Elsevier, vol. 86(PA).
    13. Joscha Beckmann & Theo Berger & Robert Czudaj, 2014. "Does Gold Act as a Hedge or a Safe Haven for Stocks? A Smooth Transition Approach," Ruhr Economic Papers 0502, Rheinisch-Westfälisches Institut für Wirtschaftsforschung, Ruhr-Universität Bochum, Universität Dortmund, Universität Duisburg-Essen.
    14. Chiang, Thomas C., 2022. "The effects of economic uncertainty, geopolitical risk and pandemic upheaval on gold prices," Resources Policy, Elsevier, vol. 76(C).
    15. Takashi Miyazaki & Shigeyuki Hamori, 2013. "Testing for causality between the gold return and stock market performance: evidence for ‘gold investment in case of emergency’," Applied Financial Economics, Taylor & Francis Journals, vol. 23(1), pages 27-40, January.
    16. Semeyutin, Artur & Downing, Gareth, 2022. "Co-jumps in the U.S. interest rates and precious metals markets and their implications for investors," International Review of Financial Analysis, Elsevier, vol. 81(C).
    17. repec:eco:journ1:2014-03-02 is not listed on IDEAS
    18. repec:zbw:rwirep:0362 is not listed on IDEAS
    19. repec:zbw:rwirep:0502 is not listed on IDEAS
    20. Chkili, Walid, 2016. "Dynamic correlations and hedging effectiveness between gold and stock markets: Evidence for BRICS countries," Research in International Business and Finance, Elsevier, vol. 38(C), pages 22-34.
    21. Nguyen, Duc Binh Benno & Prokopczuk, Marcel & Wese Simen, Chardin, 2019. "The risk premium of gold," Journal of International Money and Finance, Elsevier, vol. 94(C), pages 140-159.
    22. Ghazali, Mohd Fahmi & Lean, Hooi Hooi & Bahari, Zakaria, 2015. "Sharia compliant gold investment in Malaysia: Hedge or safe haven?," Pacific-Basin Finance Journal, Elsevier, vol. 34(C), pages 192-204.
    23. Kuan-Min Wang & Thanh-Binh Nguyen Thi & Yuan-Ming Lee, 2021. "Is gold a safe haven for the dynamic risk of foreign exchange?," Future Business Journal, Springer, vol. 7(1), pages 1-17, December.

    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:spr:decisn:v:48:y:2021:i:2:d:10.1007_s40622-021-00273-x. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    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.