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Trends and Cycles of Style Factors in the 20th and 21st Centuries

Andrew Ang
The Journal of Portfolio Management Quantitative Special Issue 2023, 49 (2) 33-56; DOI: https://doi.org/10.3905/jpm.2022.1.455
Andrew Ang
is managing director and head of Factors, Sustainable and Solutions at BlackRock in New York, NY
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Abstract

Using filtering techniques, spectral analysis, and Markov chain models, the author documents trends and cycles of factors that have significantly changed over the period to December 2000 compared with the period post-January 2001. The recent weaker performance of the value factor in the 21st century, including the value drawdown over 2017 to 2022, which is the worst value drawdown ever experienced, can be attributed to both a decreasing trend component and downturns in cyclical components. Momentum performance has also declined in the post-2001 period due to decreasing trends, while the trends of the quality and size factors have increased. Low-volatility portfolios still significantly reduce equity market risk in the 21st century, but the factor spends slightly longer durations in a low return regime.

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The Journal of Portfolio Management: 49 (2)
The Journal of Portfolio Management
Vol. 49, Issue 2
Quantitative Special Issue 2023
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Trends and Cycles of Style Factors in the 20th and 21st Centuries
Andrew Ang
The Journal of Portfolio Management Dec 2022, 49 (2) 33-56; DOI: 10.3905/jpm.2022.1.455

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Trends and Cycles of Style Factors in the 20th and 21st Centuries
Andrew Ang
The Journal of Portfolio Management Dec 2022, 49 (2) 33-56; DOI: 10.3905/jpm.2022.1.455
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    • Abstract
    • STYLE FACTOR PERFORMANCE
    • HODRICK–PRESCOTT TRENDS AND CYCLES
    • SPECTRAL ANALYSIS OF FACTORS
    • REGIME-SWITCHING FACTORS
    • CONCLUSION
    • ACKNOWLEDGMENTS
    • ENDNOTES
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