Copula-based trading of cointegrated cryptocurrency Pairs
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作者:
Tadi, Masood
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机构:
Charles Univ Prague, Fac Math & Phys, Dept Probabil & Math Stat, Prague, Czech Republic
Prague Univ Econ & Business Prague, Fac Finance & Accounting, Prague, Czech RepublicCharles Univ Prague, Fac Math & Phys, Dept Probabil & Math Stat, Prague, Czech Republic
Tadi, Masood
[1
,2
]
Witzany, Jiri
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机构:
Prague Univ Econ & Business Prague, Fac Finance & Accounting, Prague, Czech RepublicCharles Univ Prague, Fac Math & Phys, Dept Probabil & Math Stat, Prague, Czech Republic
Witzany, Jiri
[2
]
机构:
[1] Charles Univ Prague, Fac Math & Phys, Dept Probabil & Math Stat, Prague, Czech Republic
[2] Prague Univ Econ & Business Prague, Fac Finance & Accounting, Prague, Czech Republic
This study introduces a novel pairs trading strategy based on copulas for cointegrated pairs of cryptocurrencies. To identify the most suitable pairs and generate trading signals formulated from a reference asset for analyzing the mispricing index, the study employs linear and nonlinear cointegration tests, a correlation coefficient measure, and fits different copula families, respectively. The strategy's performance is then evaluated by conducting back-testing for various triggers of opening positions, assessing its returns and risks. The findings indicate that the proposed method outperforms previously examined trading strategies of pairs based on cointegration or copulas in terms of profitability and risk-adjusted returns.
机构:
BM&FBOVESPA, Praca Antonio Prado, Sao Paulo, SP, BrazilBM&FBOVESPA, Praca Antonio Prado, Sao Paulo, SP, Brazil
Fernandez, M.
Garcia, Jesus E.
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机构:
Univ Estadual Campinas, Dept Stat, Rua Sergio Buarque de Holanda 651, BR-13083859 Campinas, SP, BrazilBM&FBOVESPA, Praca Antonio Prado, Sao Paulo, SP, Brazil
Garcia, Jesus E.
Gonzalez-Lopez, V. A.
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机构:
Univ Estadual Campinas, Dept Stat, Rua Sergio Buarque de Holanda 651, BR-13083859 Campinas, SP, BrazilBM&FBOVESPA, Praca Antonio Prado, Sao Paulo, SP, Brazil
机构:
Yale Univ, Cowles Fdn Res Econ, New Haven, CT 06520 USAYale Univ, Cowles Fdn Res Econ, New Haven, CT 06520 USA
Chen, Xiaohong
Koenker, Roger
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机构:
Univ Illinois, Dept Econ, Champaign, IL 61820 USAYale Univ, Cowles Fdn Res Econ, New Haven, CT 06520 USA
Koenker, Roger
Xiao, Zhijie
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机构:
Boston Coll, Dept Econ, Chestnut Hill, MA 02467 USA
Tsinghua Univ, Beijing 100084, Peoples R ChinaYale Univ, Cowles Fdn Res Econ, New Haven, CT 06520 USA
机构:
Department of Financial Mathematics,Peking UniversityDepartment of Financial Mathematics,Peking University
Zhengyong Zhou
Jiehua Xie
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机构:
School of Statistics,Jiangxi University of Finance and EconomicsDepartment of Financial Mathematics,Peking University
Jiehua Xie
Jingping Yang
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机构:
Department of Financial Mathematics,Peking University
Key Laboratory of Mathematical Economics and Quantitative Finance,Ministry of EducationDepartment of Financial Mathematics,Peking University