Return and volatility spillovers between Bitcoin and other asset classes in Turkey Evidence from VAR-BEKK-GARCH approach

被引:24
|
作者
Vardar, Gulin [1 ]
Aydogan, Berna [1 ]
机构
[1] Izmir Univ Econ, Balcova, Turkey
关键词
Volatility; Bitcoin; Cryptocurrency; Multivariate GARCH; C5; G1; G11; SAFE HAVEN; HEDGE; GOLD; CRYPTOCURRENCIES; INEFFICIENCY; ECONOMICS; EXCHANGE; DOLLAR; OIL;
D O I
10.1108/EMJB-10-2018-0066
中图分类号
F [经济];
学科分类号
02 ;
摘要
Purpose With a substantial return and volatility characteristic of Bitcoin, which may be seen as a new category of investment assets, better understanding of the nature of return and volatility spillover can help investors and regulators in achieving the potential goal from portfolio diversification. The paper aims to discuss these issues. Design/methodology/approach This paper explores the return and volatility transmission between the Bitcoin, as the largest cryptocurrency, and other traditional asset classes, namely stock, bond and currencies from the standpoint of Turkey over the period July, 2010-June, 2018 using the newly developed multivariate econometric technique, VAR-GARCH, in mean framework with the BEKK representation. Findings The empirical results reveal the existence of the positive unilateral return spillovers from the bond market to Bitcoin market. Regarding the results of shock and volatility spillovers, there exists strong evidence of bidirectional cross-market shock and volatility spillover effects between Bitcoin and all other financial asset classes, except US Dollar exchange rate. Originality/value The important extention is the adoption of a newly developed multivariate econometric technique, VAR-GARCH, in mean framework with the BEKK representation, proposed by Engle and Kroner (1995), which is employed for the first time specifically to examine the extent of integration in terms of volatility and return between Bitcoin and key asset classes. Second, Bitcoin has experienced a rapid growth since around a decade and a number of investors are showing interest in its potential as an integrative part of portfolio diversification. The information provided by empirical results gives empirical bases from which to address topics concerning hedging purposes and optimal portfolio allocation. It is also increasingly important to analyze the current behavior of Bitcoin in relation to other assets to provide policy makers and regulatory bodies with guidance on the role of the Bitcoin as an investment asset in Turkey. Thus, this is the first serious attempt at exploring the potential for Bitcoin to offer diversification opportunities in the context of Turkey.
引用
收藏
页码:209 / 220
页数:12
相关论文
共 19 条
  • [1] Quantifying Return and Volatility Spillovers among Major Cryptocurrencies: A VAR-BEKK-GARCH Analysis
    Vardar, Guelin
    Tacoglu, Caner
    Aydogan, Berna
    ESKISEHIR OSMANGAZI UNIVERSITESI IIBF DERGISI-ESKISEHIR OSMANGAZI UNIVERSITY JOURNAL OF ECONOMICS AND ADMINISTRATIVE SCIENCES, 2022, 17 (03): : 911 - 933
  • [2] Persistence and volatility spillovers of Bitcoin to other leading cryptocurrencies: a BEKK-GARCH analysis
    Sinlapates, Parichat
    Chancharat, Surachai
    FORESIGHT, 2024, 26 (01): : 84 - 97
  • [3] IMPACT OF COVID-19 ON VOLATILITY SPILLOVERS ACROSS INTERNATIONAL MARKETS: EVIDENCE FROM VAR ASYMMETRIC BEKK GARCH MODEL
    Arfaoui, Nadia
    Yousaf, Imran
    ANNALS OF FINANCIAL ECONOMICS, 2022, 17 (01)
  • [4] The role of uncertainty index in forecasting volatility of Bitcoin: Fresh evidence from GARCH-MIDAS approach
    Xia, Yufei
    Sang, Chong
    He, Lingyun
    Wang, Ziyao
    FINANCE RESEARCH LETTERS, 2023, 52
  • [5] The connectedness between meme tokens, meme stocks, and other asset classes: Evidence from a quantile connectedness approach
    Yousaf, Imran
    Pham, Linh
    Goodell, John W.
    JOURNAL OF INTERNATIONAL FINANCIAL MARKETS INSTITUTIONS & MONEY, 2023, 82
  • [6] Relationship between real estate tokens and other asset classes: Evidence from quantile connectedness approach
    Yousaf, Imran
    Assaf, Ata
    Demir, Ender
    RESEARCH IN INTERNATIONAL BUSINESS AND FINANCE, 2024, 69
  • [7] Dynamic connectedness between Bitcoin and equity market information across BRICS countries Evidence from TVP-VAR connectedness approach
    Dahir, Ahmed Mohamed
    Mahat, Fauziah
    Noordin, Bany-Ariffin Amin
    Ab Razak, Nazrul Hisyam
    INTERNATIONAL JOURNAL OF MANAGERIAL FINANCE, 2020, 16 (03) : 357 - 371
  • [8] Return and volatility spillovers between non-fungible tokens and conventional currencies: evidence from the TVP-VAR model
    Yousaf, Imran
    Youssef, Manel
    Gubareva, Mariya
    FINANCIAL INNOVATION, 2024, 10 (01)
  • [9] DYNAMIC VOLATILITY SPILLOVERS BETWEEN CURRENCIES OF ASEAN MEMBER COUNTRIES AND CHINA: EVIDENCE FROM TVP-VAR APPROACH
    Liu, Min
    Liu, Hong-Fei
    Liu, Shuai
    SINGAPORE ECONOMIC REVIEW, 2025, 70 (02) : 487 - 511
  • [10] Dependence and spillover among oil market, China's stock market and exchange rate: new evidence from the Vine-Copula-CoVaR and VAR-BEKK-GARCH frameworks
    Zeng, Hongjun
    Ahmed, Abdullahi D.
    Lu, Ran
    Dai, Ningjing
    HELIYON, 2022, 8 (11)