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Journal of Banking & Finance Vol. 135 2022

Partial moment momentum

Yang Gao1; Henry Leung2; Stephen Satchell3

1 Huazhong University of Science and Technology · 2 The University of Sydney · 3 University of Cambridge

Abstract

While momentum benefits from persistent trends of the market, such strategies are unable to distinguish between upside and downside risk and suffer consequently. We propose a Partial Moment Momentum (PMM) trading strategy that is sensitive to the sign of risk and show risk-adjusted outperformance compared to plain momentum and volatility-adjusted momentum strategies. The outperformance is robust across multiple time periods and in particular during market downturns. Further analysis based on conventional linear factor models shows negligible exposure to factor risk for our PMM portfolio. Finally, the performance of our proposed strategy appears to be enhanced when time series momentum is present and allows for improved risk management by distinguishing between upside and downside risks.

DOI
10.1016/j.jbankfin.2021.106361
Volume
135
Pages
106361
Language
en
Sources
openalex crossref bibtex:phds-export.bib

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