Pairs trading : a copula approach
Pairs trading is a technique that is widely practiced in the financial industry. Its relevance has been constantly tested with updated samples, and its profitability is acknowledged among practitioners and academics. Yet in pairs trading, the notion of correlation is central, and the use of correlat...
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sg-ntu-dr.10356-983492023-05-19T06:44:41Z Pairs trading : a copula approach Liew, Rong Qi Wu, Yuan Nanyang Business School DRNTU::Business::Finance::Funds Pairs trading is a technique that is widely practiced in the financial industry. Its relevance has been constantly tested with updated samples, and its profitability is acknowledged among practitioners and academics. Yet in pairs trading, the notion of correlation is central, and the use of correlation or cointegration as a measure of dependency is ultimately its Achilles' heel. To overcome this limitation, this article employs the use of copulas, which is much more realistic and robust, to develop trading rules for pairs trading. Copulas are useful extensions and generalizations of approaches for modeling joint distributions and dependence between financial assets. A trading strategy that involves the use of copulas has been compared against two most commonly applied conventional strategies. The empirical results suggest that the proposed strategy is a potentially powerful analytical alternative to the traditional pairs trading techniques. Accepted version 2013-11-25T06:10:12Z 2019-12-06T19:53:54Z 2013-11-25T06:10:12Z 2019-12-06T19:53:54Z 2013 2013 Journal Article Liew, R. Q., & Wu, Y. (2013). Pairs trading: A copula approach. Journal of Derivatives & Hedge Funds, 19(1), 12-30. 1753-9641 https://hdl.handle.net/10356/98349 http://hdl.handle.net/10220/17826 10.1057/jdhf.2013.1 en Journal of derivatives & hedge funds © 2013 Macmillan Publishers Ltd. This is the author created version of a work that has been peer reviewed and accepted for publication by Journal of Derivatives & Hedge Funds, Macmillan Publishers Ltd. It incorporates referee’s comments but changes resulting from the publishing process, such as copyediting, structural formatting, may not be reflected in this document. The published version is available at: [http://dx.doi.org/10.1057/jdhf.2013.1]. 19 p. application/pdf |
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DRNTU::Business::Finance::Funds Liew, Rong Qi Wu, Yuan Pairs trading : a copula approach |
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Pairs trading is a technique that is widely practiced in the financial industry. Its relevance has been constantly tested with updated samples, and its profitability is acknowledged among practitioners and academics. Yet in pairs trading, the notion of correlation is central, and the use of correlation or cointegration as a measure of dependency is ultimately its Achilles' heel. To overcome this limitation, this article employs the use of copulas, which is much more realistic and robust, to develop trading rules for pairs trading. Copulas are useful extensions and generalizations of approaches for modeling joint distributions and dependence between financial assets. A trading strategy that involves the use of copulas has been compared against two most commonly applied conventional strategies. The empirical results suggest that the proposed strategy is a potentially powerful analytical alternative to the traditional pairs trading techniques. |
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Nanyang Business School |
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Nanyang Business School Liew, Rong Qi Wu, Yuan |
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Article |
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Liew, Rong Qi Wu, Yuan |
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Liew, Rong Qi |
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Pairs trading : a copula approach |
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Pairs trading : a copula approach |
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Pairs trading : a copula approach |
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Pairs trading : a copula approach |
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Pairs trading : a copula approach |
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pairs trading : a copula approach |
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2013 |
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https://hdl.handle.net/10356/98349 http://hdl.handle.net/10220/17826 |
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