English

Copula-Based Trading of Cointegrated Cryptocurrency Pairs

Trading and Market Microstructure 2023-06-13 v2 Computational Finance Statistical Finance

Abstract

This research introduces a novel pairs trading strategy based on copulas for cointegrated pairs of cryptocurrencies. To identify the most suitable pairs, the study employs linear and non-linear cointegration tests along with a correlation coefficient measure and fits different copula families to generate trading signals formulated from a reference asset for analyzing the mispricing index. 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 buy-and-hold trading strategies in terms of both profitability and risk-adjusted returns.

Keywords

Cite

@article{arxiv.2305.06961,
  title  = {Copula-Based Trading of Cointegrated Cryptocurrency Pairs},
  author = {Masood Tadi and Jiří Witzany},
  journal= {arXiv preprint arXiv:2305.06961},
  year   = {2023}
}

Comments

29 pages, 3 figures, 10 tables