Cryptocurrencies: Hedging Opportunities From Domestic Perspectives in Southeast Asia Emerging Markets

被引:13
作者
Susilo, Didik [1 ]
Wahyudi, Sugeng [1 ]
Pangestuti, Irene Rini Demi [1 ]
Nugroho, Bayu Adi [2 ]
Robiyanto, Robiyanto [3 ]
机构
[1] Univ Diponegoro, Semarang, Indonesia
[2] Perbanas Inst, South Jakarta, Indonesia
[3] Satya Wacana Christian Univ, Salatiga, Indonesia
关键词
cryptocurrency; AG-DCC-GARCH; hedge ratio; mean-variance portfolio; Southeast Asia emerging markets; SAFE-HAVEN; BITCOIN; GOLD; PORTFOLIO; VOLATILITY; DOLLAR; STOCKS; BONDS;
D O I
10.1177/2158244020971609
中图分类号
C [社会科学总论];
学科分类号
03 ; 0303 ;
摘要
Previous studies have shown that cryptocurrencies could hedge equities. However, most of those studies did not take into account the recent cryptocurrencies bubbles in 2018 and domestic currencies. Therefore, this research aimed to study whether the hedge effectiveness of cryptocurrencies still exists. This research used five cryptocurrencies (bitcoin, ethereum, monero, ripple, and litecoin), equity indices (Indonesia, Malaysia, Vietnam, Thailand, and the Philippines), and iShares ETF MSCI World (developed world). Commodities-based hedging using iShares S&P GSCI Commodity-Indexed Trust was also analyzed as a comparison. The asymmetric generalized dynamic conditional correlation (AG-DCC) GARCH showed that one cryptocurrency could not significantly and consistently hedge equities while five equally weighted cryptocurrencies could marginally hedge equities. Meanwhile, the classical minimum variance model also showed that the hedge effectiveness of cryptocurrencies was insignificantly positive. Equity traders could add cryptocurrencies into portfolios when the purpose was to maximize the Sharpe ratio instead of hedging. Overall, commodities were the better hedge for Southeast Asia emerging markets.
引用
收藏
页数:14
相关论文
共 28 条
[1]  
[Anonymous], 2006, Journal of Financial Econometrics, DOI [10.1093/jjfinec/nbl005, DOI 10.1093/JJFINEC/NBL005]
[2]   Bitcoin, gold and the US dollar - A replication and extension [J].
Baur, Dirk G. ;
Dimpfl, Thomas ;
Kuck, Konstantin .
FINANCE RESEARCH LETTERS, 2018, 25 :103-110
[3]   Is Gold a Hedge or a Safe Haven? An Analysis of Stocks, Bonds and Gold [J].
Baur, Dirk G. ;
Lucey, Brian M. .
FINANCIAL REVIEW, 2010, 45 (02) :217-229
[5]   Cryptocurrencies and the downside risk in equity investments [J].
Bouri, Elie ;
Lucey, Brian ;
Roubaud, David .
FINANCE RESEARCH LETTERS, 2020, 33
[6]   Does Bitcoin hedge global uncertainty? Evidence from wavelet-based quantile-in-quantile regressions [J].
Bouri, Elie ;
Gupta, Rangan ;
Tiwari, Aviral Kumar ;
Roubaud, David .
FINANCE RESEARCH LETTERS, 2017, 23 :87-95
[7]   On the hedge and safe haven properties of Bitcoin: Is it really more than a diversifier? [J].
Bouri, Elie ;
Molnar, Peter ;
Azzi, Georges ;
Roubaud, David ;
Hagfors, Lars Ivar .
FINANCE RESEARCH LETTERS, 2017, 20 :192-198
[8]   Virtual currency, tangible return: Portfolio diversification with bitcoin [J].
Brière M. ;
Oosterlinck K. ;
Szafarz A. .
Journal of Asset Management, 2015, 16 (6) :365-373
[9]   Crude oil hedging strategies using dynamic multivariate GARCH [J].
Chang, Chia-Lin ;
McAleer, Michael ;
Tansuchat, Roengchai .
ENERGY ECONOMICS, 2011, 33 (05) :912-923
[10]   Are shocks on the returns and volatility of cryptocurrencies really persistent? [J].
Charfeddine, Lanouar ;
Maouchi, Youcef .
FINANCE RESEARCH LETTERS, 2019, 28 :423-430