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Article: Optimal Pairs Trading with Dynamic Mean-variance
Title | Optimal Pairs Trading with Dynamic Mean-variance |
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Authors | |
Keywords | Dynamic mean-variance (MV) Ornstein-Uhlenbeck (OU) Pairs trading Time inconsistency |
Issue Date | 2021 |
Publisher | Physica-Verlag. |
Citation | Mathematical Method of Operations Research, 2021, v. 94, p. 145-168 How to Cite? |
Abstract | Pairs trading is a typical example of a convergence trading strategy. Investors buy relatively under-priced assets simultaneously, and sell relatively over-priced assets to exploit temporary mispricing. This study examines optimal pairs trading strategies under symmetric and non-symmetric trading constraints. Under the assumption that the price spread of a pair of correlated securities follows a mean-reverting Ornstein-Uhlenbeck(OU) process, analytical trading strategies are obtained under a mean-variance(MV) framework. Model estimation and empirical studies on trading strategies have been conducted using data on pairs of stocks and futures traded on China’s securities market. These results indicate that pairs trading strategies have fairly good performance. |
Description | Hybrid open access |
Persistent Identifier | http://hdl.handle.net/10722/308385 |
ISSN | 2023 Impact Factor: 0.9 2023 SCImago Journal Rankings: 0.535 |
ISI Accession Number ID |
DC Field | Value | Language |
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dc.contributor.author | Zhu, D | - |
dc.contributor.author | Gu, J | - |
dc.contributor.author | Yu, F | - |
dc.contributor.author | Siu, T | - |
dc.contributor.author | Ching, WK | - |
dc.date.accessioned | 2021-12-01T07:52:38Z | - |
dc.date.available | 2021-12-01T07:52:38Z | - |
dc.date.issued | 2021 | - |
dc.identifier.citation | Mathematical Method of Operations Research, 2021, v. 94, p. 145-168 | - |
dc.identifier.issn | 1432-2994 | - |
dc.identifier.uri | http://hdl.handle.net/10722/308385 | - |
dc.description | Hybrid open access | - |
dc.description.abstract | Pairs trading is a typical example of a convergence trading strategy. Investors buy relatively under-priced assets simultaneously, and sell relatively over-priced assets to exploit temporary mispricing. This study examines optimal pairs trading strategies under symmetric and non-symmetric trading constraints. Under the assumption that the price spread of a pair of correlated securities follows a mean-reverting Ornstein-Uhlenbeck(OU) process, analytical trading strategies are obtained under a mean-variance(MV) framework. Model estimation and empirical studies on trading strategies have been conducted using data on pairs of stocks and futures traded on China’s securities market. These results indicate that pairs trading strategies have fairly good performance. | - |
dc.language | eng | - |
dc.publisher | Physica-Verlag. | - |
dc.relation.ispartof | Mathematical Method of Operations Research | - |
dc.rights | Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License | - |
dc.subject | Dynamic mean-variance (MV) | - |
dc.subject | Ornstein-Uhlenbeck (OU) | - |
dc.subject | Pairs trading | - |
dc.subject | Time inconsistency | - |
dc.title | Optimal Pairs Trading with Dynamic Mean-variance | - |
dc.type | Article | - |
dc.identifier.email | Ching, WK: wching@hku.hk | - |
dc.identifier.authority | Ching, WK=rp00679 | - |
dc.description.nature | published_or_final_version | - |
dc.identifier.doi | 10.1007/s00186-021-00751-z | - |
dc.identifier.hkuros | 330474 | - |
dc.identifier.volume | 94 | - |
dc.identifier.spage | 145 | - |
dc.identifier.epage | 168 | - |
dc.identifier.isi | WOS:000688401400001 | - |
dc.publisher.place | Germany | - |