The impact of bitcoin on gold, the volatility index (VIX), and dollar index (USDX): analysis based on VAR, SVAR, and wavelet coherence

被引:12
作者
Aliu, Florin [1 ]
Asllani, Alban [2 ]
Haskova, Simona [1 ]
机构
[1] Inst Technol & Business, Sch Expertness & Valuat, Ceske Budejovice, Czech Republic
[2] Coventry Univ, Dept Accounting Finance & Econ, London Campus, London, England
关键词
BTC; Gold; Volatility index; Dollar index; VAR; SVAR; Wavelet coherence; G11; G12; SAFE-HAVEN; CONNECTEDNESS; CRYPTOCURRENCY; INEFFICIENCY; MARKETS; RETURN; HEDGE; OIL;
D O I
10.1108/SEF-04-2023-0187
中图分类号
F8 [财政、金融];
学科分类号
0202 ;
摘要
PurposeSince 2008, bitcoin has continued to attract investors due to its growing capitalization and opportunity for speculation. The purpose of this paper is to analyze the impact of bitcoin (BTC) on gold, the volatility index (VIX) and the dollar index (USDX). Design/methodology/approachThe series used are weekly and cover the period from January 2016 to November 2022. To generate the results, the unrestricted vector autoregression (VAR), structural vector autoregression (SVAR) and wavelet coherence were performed. FindingsThe findings are mixed as not all tests show the exact effects of BTC in the three asset classes. However, common to all the tests is the significant influence that BTC maintains on gold and vice versa. The positive shock in BTC significantly increases the gold prices, confirmed in three different tests. The effects on the VIX and USDX are still being determined, where in some tests, it appears to be influential while in others not. Originality/valueBTC's diversification potential with equity stocks and USDX makes it a valuable security for portfolio managers. Furthermore, regulatory authorities should consider that BTC is not an isolated phenomenon and can significantly influence other asset classes such as gold.
引用
收藏
页码:64 / 87
页数:24
相关论文
共 63 条
  • [1] Analysis of diversification benefits for cryptocurrency portfolios before and during the COVID-19 pandemic
    Aliu, Florin
    Bajra, Ujkan
    Preniqi, Naim
    [J]. STUDIES IN ECONOMICS AND FINANCE, 2022, 39 (03) : 444 - 457
  • [2] Modeling the optimal diversification opportunities: the case of crypto portfolios and equity portfolios
    Aliu, Florin
    Nuhiu, Artor
    Krasniqi, Besnik A.
    Jusufi, Gent
    [J]. STUDIES IN ECONOMICS AND FINANCE, 2021, 38 (01) : 50 - 66
  • [3] Ammous S., 2018, BITCOIN STANDARD DEC
  • [4] The inefficiency of Bitcoin revisited: A dynamic approach
    Bariviera, Aurelio F.
    [J]. ECONOMICS LETTERS, 2017, 161 : 1 - 4
  • [5] Bitcoin, gold and the US dollar - A replication and extension
    Baur, Dirk G.
    Dimpfl, Thomas
    Kuck, Konstantin
    [J]. FINANCE RESEARCH LETTERS, 2018, 25 : 103 - 110
  • [6] Investigating volatility transmission and hedging properties between Bitcoin and Ethereum
    Beneki, Christina
    Koulis, Alexandros
    Kyriazis, Nikolaos A.
    Papadamou, Stephanos
    [J]. RESEARCH IN INTERNATIONAL BUSINESS AND FINANCE, 2019, 48 : 219 - 227
  • [7] Blanchard O.J., 1988, NBER WORKING PAPERS, DOI [10.3386/w2737, DOI 10.3386/W2737]
  • [8] On the hedge and safe haven properties of Bitcoin: Is it really more than a diversifier?
    Bouri, Elie
    Molnar, Peter
    Azzi, Georges
    Roubaud, David
    Hagfors, Lars Ivar
    [J]. FINANCE RESEARCH LETTERS, 2017, 20 : 192 - 198
  • [9] Measuring Geopolitical Risk
    Caldara, Dario
    Iacoviello, Matteo
    [J]. AMERICAN ECONOMIC REVIEW, 2022, 112 (04) : 1194 - 1225
  • [10] Asymmetric dynamic spillover effect between cryptocurrency and China's financial market: Evidence from TVP-VAR based connectedness approach
    Cao, Guangxi
    Xie, Wenhao
    [J]. FINANCE RESEARCH LETTERS, 2022, 49