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Cross-Hedging Portfolios in Emerging Stock Markets: Evidence for the LATIBEX Index

Author

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  • Pablo Urtubia

    (Faculty of Economics Sciences and Business, Somosaguas Campus, Complutense University of Madrid, Pozuelo de Alarcón, 28223 Madrid, Spain)

  • Alfonso Novales

    (Faculty of Economics Sciences and Business, Somosaguas Campus, Complutense University of Madrid, Pozuelo de Alarcón, 28223 Madrid, Spain)

  • Andrés Mora-Valencia

    (School of Management, Universidad de los Andes, Bogotá 111711, Colombia)

Abstract

We consider alternative possibilities for hedging spot positions on the FTSE LATIBEX Index, the index of the only international market exclusively for Latin American firms that is denominated by the euro. Since there is not a futures market on the index, it is unclear whether a relatively successful hedge can be found. We explore the plausibility of employing futures on four stock market indices: EUROSTOXX 50, S&P500, BOVESPA, and IPC, and simulate the results that could be obtained by a hedge position based on either unconditional or conditional second order moments estimated from different asymmetric GARCH models. Several criteria for hedging effectiveness suggest that futures contracts on BOVESPA should be preferred, and that a salient reduction in risk can be achieved over the unhedged LATIBEX portfolio. The evidence in favor of a better performance of conditional moments is very clear, without significant differences among the alternative GARCH specifications.

Suggested Citation

  • Pablo Urtubia & Alfonso Novales & Andrés Mora-Valencia, 2021. "Cross-Hedging Portfolios in Emerging Stock Markets: Evidence for the LATIBEX Index," Mathematics, MDPI, vol. 9(21), pages 1-19, October.
  • Handle: RePEc:gam:jmathe:v:9:y:2021:i:21:p:2736-:d:666761
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    References listed on IDEAS

    as
    1. Zainudin, Ahmad Danial & Mohamad, Azhar, 2021. "Cross hedging with stock index futures," The Quarterly Review of Economics and Finance, Elsevier, vol. 82(C), pages 128-144.
    2. Engle, Robert F. & Kroner, Kenneth F., 1995. "Multivariate Simultaneous Generalized ARCH," Econometric Theory, Cambridge University Press, vol. 11(1), pages 122-150, February.
    3. Lafuente, Juan A. & Novales, Alfonso, 2003. "Optimal hedging under departures from the cost-of-carry valuation: Evidence from the Spanish stock index futures market," Journal of Banking & Finance, Elsevier, vol. 27(6), pages 1053-1078, June.
    4. Cecchetti, Stephen G & Cumby, Robert E & Figlewski, Stephen, 1988. "Estimation of the Optimal Futures Hedge," The Review of Economics and Statistics, MIT Press, vol. 70(4), pages 623-630, November.
    5. Susmel, Raul & Engle, Robert F., 1994. "Hourly volatility spillovers between international equity markets," Journal of International Money and Finance, Elsevier, vol. 13(1), pages 3-25, February.
    6. Da‐Hsiang Donald Lien, 1996. "The effect of the cointegration relationship on futures hedging: A note," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 16(7), pages 773-780, October.
    7. de Oliveira, Felipe A. & Maia, Sinézio F. & de Jesus, Diego P. & Besarria, Cássio da N., 2018. "Which information matters to market risk spreading in Brazil? Volatility transmission modelling using MGARCH-BEKK, DCC, t-Copulas," The North American Journal of Economics and Finance, Elsevier, vol. 45(C), pages 83-100.
    8. Hao Sun & Bo Yu, 2020. "Volatility asymmetry in functional threshold GARCH model," Journal of Time Series Analysis, Wiley Blackwell, vol. 41(1), pages 95-109, January.
    9. Kunlapath Sukcharoen & Hankyeung Choi & David J. Leatham, 2015. "Optimal gasoline hedging strategies using futures contracts and exchange-traded funds," Applied Economics, Taylor & Francis Journals, vol. 47(32), pages 3482-3498, July.
    10. Tong, Wilson H. S., 1996. "An examination of dynamic hedging," Journal of International Money and Finance, Elsevier, vol. 15(1), pages 19-35, February.
    11. 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.
    12. Baillie, Richard T & Myers, Robert J, 1991. "Bivariate GARCH Estimation of the Optimal Commodity Futures Hedge," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 6(2), pages 109-124, April-Jun.
    13. Ederington, Louis H, 1979. "The Hedging Performance of the New Futures Markets," Journal of Finance, American Finance Association, vol. 34(1), pages 157-170, March.
    14. 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.
    15. Chung-Chu Chuang & Yi-Hsien Wang & Tsai-Jung Yeh & Shuo-Li Chuang, 2015. "Hedging effectiveness of the hedged portfolio: the expected utility maximization subject to the value-at-risk approach," Applied Economics, Taylor & Francis Journals, vol. 47(20), pages 2040-2052, April.
    16. Bollerslev, Tim & Engle, Robert F & Wooldridge, Jeffrey M, 1988. "A Capital Asset Pricing Model with Time-Varying Covariances," Journal of Political Economy, University of Chicago Press, vol. 96(1), pages 116-131, February.
    17. Engle, Robert & Granger, Clive, 2015. "Co-integration and error correction: Representation, estimation, and testing," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 39(3), pages 106-135.
    18. Chen, Xiangyu & Tongurai, Jittima, 2021. "Cross-commodity hedging for illiquid futures: Evidence from China's base metal futures market," Global Finance Journal, Elsevier, vol. 49(C).
    19. Bollerslev, Tim, 1990. "Modelling the Coherence in Short-run Nominal Exchange Rates: A Multivariate Generalized ARCH Model," The Review of Economics and Statistics, MIT Press, vol. 72(3), pages 498-505, August.
    20. Chris Brooks & James Chong, 2001. "The Cross‐Currency Hedging Performance of Implied Versus Statistical Forecasting Models," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 21(11), pages 1043-1069, November.
    21. Robert J. Myers, 1991. "Estimating time‐varying optimal hedge ratios on futures markets," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 11(1), pages 39-53, February.
    22. Leland L. Johnson, 1960. "The Theory of Hedging and Speculation in Commodity Futures," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 27(3), pages 139-151.
    23. Yu-Sheng Lai & Her-Jiun Sheu, 2011. "On the importance of asymmetries for dynamic hedging during the subprime crisis," Applied Financial Economics, Taylor & Francis Journals, vol. 21(11), pages 801-813.
    24. Eaker, Mark R. & Grant, Dwight M., 1987. "Cross-hedging foreign currency risk," Journal of International Money and Finance, Elsevier, vol. 6(1), pages 85-105, March.
    25. Charles T. Howard & Louis J. D'Antonio, 1991. "Multiperiod hedging using futures: A risk minimization approach in the presence of autocorrelation," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 11(6), pages 697-710, December.
    26. Anderson, Ronald W & Danthine, Jean-Pierre, 1980. "Hedging and Joint Production: Theory and Illustrations," Journal of Finance, American Finance Association, vol. 35(2), pages 487-498, May.
    27. Kroner, Kenneth F. & Sultan, Jahangir, 1993. "Time-Varying Distributions and Dynamic Hedging with Foreign Currency Futures," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 28(4), pages 535-551, December.
    28. Tae H. Park & Lorne N. Switzer, 1995. "Bivariate GARCH estimation of the optimal hedge ratios for stock index futures: A note," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 15(1), pages 61-67, February.
    29. Vincenzo Candila & Salvatore Farace, 2018. "On the Volatility Spillover between Agricultural Commodities and Latin American Stock Markets," Risks, MDPI, vol. 6(4), pages 1-16, October.
    30. Mensi, Walid & Hammoudeh, Shawkat & Rehman, Mobeen Ur & Al-Maadid, Alanoud Ali S. & Hoon Kang, Sang, 2020. "Dynamic risk spillovers and portfolio risk management between precious metals and global foreign exchange markets," The North American Journal of Economics and Finance, Elsevier, vol. 51(C).
    31. Bhuiyan, Rubaiyat Ahsan & Rahman, Maya Puspa & Saiti, Buerhan & Ghani, Gairuzazmi Bin Mat, 2019. "Does the Malaysian Sovereign sukuk market offer portfolio diversification opportunities for global fixed-income investors? Evidence from wavelet coherence and multivariate-GARCH analyses," The North American Journal of Economics and Finance, Elsevier, vol. 47(C), pages 675-687.
    32. Yingying Xu & Donald Lien, 2020. "Optimal futures hedging for energy commodities: An application of the GAS model," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 40(7), pages 1090-1108, July.
    33. Donald Lien & Xiangdong Luo, 1993. "Estimating multiperiod hedge ratios in cointegrated markets," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 13(8), pages 909-920, December.
    34. Jin, Jiayu & Han, Liyan & Wu, Lei & Zeng, Hongchao, 2020. "The hedging effect of green bonds on carbon market risk," International Review of Financial Analysis, Elsevier, vol. 71(C).
    35. Donald Lien & Xiangdong Luo, 1994. "Multiperiod hedging in the presence of conditional heteroskedasticity," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 14(8), pages 927-955, December.
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