Modelling Momentum Winner/Loser Asymmetry: The Sources of Winner and Loser Returns in the Asx200 and S&P500

Nicholas Inglis, B. Vanstone, Tobias Hahn
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Abstract

There is an established body of work showing that the sources of momentum returns change over time. This paper finds that there is also winner/loser asymmetry – that the sources of the winner and loser components of momentum returns differ from each other at the same point in time. Together, these results raise concerns about the prospect of finding a single cause for momentum profits, as most efforts to date have tried to do. Rather, they indicate that investigation should proceed using time‐varying, nonparametric and ensemble techniques.
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建模动量赢家/输家不对称:Asx200和标准普尔500中赢家和输家回报的来源
已有大量研究表明,动量回报的来源会随着时间而变化。本文发现还存在赢家/输家不对称——动量回报的赢家和输家分量的来源在同一时间点上彼此不同。综上所述,这些结果引发了人们对寻找动量利润的单一原因的前景的担忧,而迄今为止,大多数努力都试图这样做。相反,他们指出调查应该使用时变、非参数和集成技术。
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