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

SSRN Pub Date : 2022-12-18 DOI:10.2139/ssrn.4279022
Andrew Ang
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引用次数: 2

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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20和21世纪风格因素的趋势和周期
利用滤波技术、谱分析和马尔可夫链模型,作者记录了2000年12月与2001年1月之后的时期相比有显著变化的因素的趋势和周期。最近21世纪价值因素的表现较弱,包括2017年至2022年的价值下降,这是有史以来最严重的价值下降,可归因于趋势成分的减少和周期性成分的下降。2001年后,由于趋势下降,动量表现也有所下降,而质量和规模因素的趋势有所增加。在21世纪,低波动性投资组合仍能显著降低股市风险,但该因素在低回报机制下的持续时间略长。
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