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...

Full description

Saved in:
Bibliographic Details
Main Authors: Liew, Rong Qi, Wu, Yuan
Other Authors: Nanyang Business School
Format: Article
Language:English
Published: 2013
Subjects:
Online Access:https://hdl.handle.net/10356/98349
http://hdl.handle.net/10220/17826
Tags: Add Tag
No Tags, Be the first to tag this record!
Institution: Nanyang Technological University
Language: English
id sg-ntu-dr.10356-98349
record_format dspace
spelling 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
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic DRNTU::Business::Finance::Funds
spellingShingle DRNTU::Business::Finance::Funds
Liew, Rong Qi
Wu, Yuan
Pairs trading : a copula approach
description 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.
author2 Nanyang Business School
author_facet Nanyang Business School
Liew, Rong Qi
Wu, Yuan
format Article
author Liew, Rong Qi
Wu, Yuan
author_sort Liew, Rong Qi
title Pairs trading : a copula approach
title_short Pairs trading : a copula approach
title_full Pairs trading : a copula approach
title_fullStr Pairs trading : a copula approach
title_full_unstemmed Pairs trading : a copula approach
title_sort pairs trading : a copula approach
publishDate 2013
url https://hdl.handle.net/10356/98349
http://hdl.handle.net/10220/17826
_version_ 1770564360865841152