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Exploring portfolio diversification opportunities in Islamic capital markets through bitcoin: evidence from MGARCH-DCC and Wavelet approaches

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  • Lim, Siok Jin
  • Masih, Mansur

Abstract

Bitcoin is a form of digital currency that is circulating without the backing of any central bank and monitoring authority. Therefore, sceptics regularly question the status of Bitcoin as a legal tender. Nevertheless, due to increasing popularity and importance of Bitcoin, practitioners and researchers have recently started to assess Bitcoin from the perspective of business, economics and finance. This paper explores possibilities of using Bitcoin as a portfolio optimisation strategy for Islamic fund managers. We use three recent and appropriate methodologies: M-GARCH-DCC, Continuous Wavelet Transforms (CWT), and Maximum Overlap Discrete Wavelet Transform (MODWT). The results significantly tend to indicate that Bitcoin and Shari’ah stock indices are lowly and negatively correlated, suggesting that Islamic stock investors can benefit from diversification with Bitcoin and that the fundamentals of such crypto-currencies can be further investigated for the benefit of Islamic capital markets.

Suggested Citation

  • Lim, Siok Jin & Masih, Mansur, 2017. "Exploring portfolio diversification opportunities in Islamic capital markets through bitcoin: evidence from MGARCH-DCC and Wavelet approaches," MPRA Paper 79752, University Library of Munich, Germany.
    • Handle: RePEc:pra:mprapa:79752
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    References listed on IDEAS

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    1. Pavel Ciaian & Miroslava Rajcaniova & d’Artis Kancs, 2016. "The economics of BitCoin price formation," Applied Economics, Taylor & Francis Journals, vol. 48(19), pages 1799-1815, April.
    2. Luís Aguiar-Conraria & Maria Soares, 2011. "Oil and the macroeconomy: using wavelets to analyze old issues," Empirical Economics, Springer, vol. 40(3), pages 645-655, May.
    3. Gjika, Dritan & Horváth, Roman, 2013. "Stock market comovements in Central Europe: Evidence from the asymmetric DCC model," Economic Modelling, Elsevier, vol. 33(C), pages 55-64.
    4. Marie Briere & Kim Oosterlinck & Ariane Szafarz, 2015. "Virtual Currency, Tangible Return: Portfolio Diversification with Bitcoins," Post-Print CEB, ULB -- Universite Libre de Bruxelles, vol. 16(6), pages 365-373.
    5. repec:agr:journl:v:1(590):y:2014:i:1(590):p:103-114 is not listed on IDEAS
    6. Bouri, Elie & Gupta, Rangan & Tiwari, Aviral Kumar & Roubaud, David, 2017. "Does Bitcoin hedge global uncertainty? Evidence from wavelet-based quantile-in-quantile regressions," Finance Research Letters, Elsevier, vol. 23(C), pages 87-95.
    7. Neil Gandal & Hanna Halaburda, 2014. "Competition in the Cryptocurrency Market," Working Papers 14-17, NET Institute.
    8. Ladislav Kristoufek, 2015. "What Are the Main Drivers of the Bitcoin Price? Evidence from Wavelet Coherence Analysis," PLOS ONE, Public Library of Science, vol. 10(4), pages 1-15, April.
    9. Kearney, Colm & Poti, Valerio, 2006. "Correlation dynamics in European equity markets," Research in International Business and Finance, Elsevier, vol. 20(3), pages 305-321, September.
    10. Paramati & Rakesh Gupta & Eduardo Roca, 2015. "Stock market interdependence between Australia and its trading partners: does trade intensity matter?," Applied Economics, Taylor & Francis Journals, vol. 47(49), pages 5303-5319, October.
    11. Bouri, Elie & Molnár, Peter & Azzi, Georges & Roubaud, David & Hagfors, Lars Ivar, 2017. "On the hedge and safe haven properties of Bitcoin: Is it really more than a diversifier?," Finance Research Letters, Elsevier, vol. 20(C), pages 192-198.
    12. Rahim, Adam Mohamed & Masih, Mansur, 2016. "Portfolio diversification benefits of Islamic investors with their major trading partners: Evidence from Malaysia based on MGARCH-DCC and wavelet approaches," Economic Modelling, Elsevier, vol. 54(C), pages 425-438.
    13. Mehmet Balcilar & Elie Bouri & Rangan Gupta & David Roubaud, 2016. "Can Volume Predict Bitcoin Returns and Volatility? A Nonparametric Causality-in-Quantiles Approach," Working Papers 201662, University of Pretoria, Department of Economics.
    14. Mohamed ARIFF & Saiful Azhar ROSLY, 2011. "Islamic Banking in Malaysia: Unchartered Waters," Asian Economic Policy Review, Japan Center for Economic Research, vol. 6(2), pages 301-319, December.
    15. Jamal Bouoiyour & Refk Selmi, 2015. "What Does Bitcoin Look Like?," Annals of Economics and Finance, Society for AEF, vol. 16(2), pages 449-492, November.
    16. Jamal Bouoiyour & Refk Selmi & Aviral Kumar Tiwari, 2015. "Is Bitcoin Business Income Or Speculative Foolery? New Ideas Through An Improved Frequency Domain Analysis," Annals of Financial Economics (AFE), World Scientific Publishing Co. Pte. Ltd., vol. 10(01), pages 1-23.
    17. David Yermack, 2013. "Is Bitcoin a Real Currency? An economic appraisal," NBER Working Papers 19747, National Bureau of Economic Research, Inc.
    18. Ramsey, James B. & Lampart, Camille, 1998. "Decomposition Of Economic Relationships By Timescale Using Wavelets," Macroeconomic Dynamics, Cambridge University Press, vol. 2(1), pages 49-71, March.
    19. Syed Faiq Najeeb & Obiyathulla Bacha & Mansur Masih, 2015. "Does Heterogeneity in Investment Horizons Affect Portfolio Diversification? Some Insights Using M-GARCH-DCC and Wavelet Correlation Analysis," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 51(1), pages 188-208, January.
    20. Elie Bouri & Naji Jalkh & Peter Molnár & David Roubaud, 2017. "Bitcoin for energy commodities before and after the December 2013 crash: diversifier, hedge or safe haven?," Applied Economics, Taylor & Francis Journals, vol. 49(50), pages 5063-5073, October.
    21. Beat Weber, 2016. "Bitcoin and the legitimacy crisis of money," Cambridge Journal of Economics, Cambridge Political Economy Society, vol. 40(1), pages 17-41.
    22. Dwyer, Gerald P., 2015. "The economics of Bitcoin and similar private digital currencies," Journal of Financial Stability, Elsevier, vol. 17(C), pages 81-91.
    23. Dyhrberg, Anne Haubo, 2016. "Hedging capabilities of bitcoin. Is it the virtual gold?," Finance Research Letters, Elsevier, vol. 16(C), pages 139-144.
    24. Brandvold, Morten & Molnár, Peter & Vagstad, Kristian & Andreas Valstad, Ole Christian, 2015. "Price discovery on Bitcoin exchanges," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 36(C), pages 18-35.
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    Cited by:

    1. Ross C Phillips & Denise Gorse, 2018. "Cryptocurrency price drivers: Wavelet coherence analysis revisited," PLOS ONE, Public Library of Science, vol. 13(4), pages 1-21, April.
    2. Lim, Siok Jin, 2020. "Portfolio diversification opportunities for U.S. Islamic investors with its trading partners when the world catches a cold: A Multivariate-GARCH and wavelet approach," MPRA Paper 103295, University Library of Munich, Germany.
    3. Pritpal Singh BHULLAR & Dyal BHATNAGAR, 2020. "Bitcoins as a determinant of stock market movements: A comparison of Indian and Chinese Stock Markets," Theoretical and Applied Economics, Asociatia Generala a Economistilor din Romania / Editura Economica, vol. 0(3(624), A), pages 193-202, Autumn.
    4. Pavković Ana & Anđelinović Mihovil & Pavković Ivan, 2019. "Achieving Portfolio Diversification through Cryptocurrencies in European Markets," Business Systems Research, Sciendo, vol. 10(2), pages 85-107, September.
    5. Onur Gozbasi & Buket Altinoz & Eyup Ensar Sahin, 2021. "Is Bitcoin a Safe Haven? A Study on the Factors that Affect Bitcoin Prices," International Journal of Economics and Financial Issues, Econjournals, vol. 11(4), pages 35-40.
    6. Aysu Ahmadova & Taghi Guliyev & Khatai Aliyev, 2024. "The Relationship between Bitcoin and Nasdaq, U.S. Dollar Index and Commodities," International Journal of Energy Economics and Policy, Econjournals, vol. 14(1), pages 281-289, January.
    7. Rehman, Mobeen Ur & Asghar, Nadia & Kang, Sang Hoon, 2020. "Do Islamic indices provide diversification to bitcoin? A time-varying copulas and value at risk application," Pacific-Basin Finance Journal, Elsevier, vol. 61(C).

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    More about this item

    Keywords

    Islamic stocks; Bitcoin; portfolio diversification; MGARCH-DCC; Wavelets;
    All these keywords.

    JEL classification:

    • C58 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Financial Econometrics
    • E44 - Macroeconomics and Monetary Economics - - Money and Interest Rates - - - Financial Markets and the Macroeconomy
    • G15 - Financial Economics - - General Financial Markets - - - International Financial Markets

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