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Can investor sentiment be a momentum time-series predictor? Evidence from China

机译:投资者情绪可以是动量时间系列预测因子吗?来自中国的证据

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摘要

This paper challenges the prevailing view that investor sentiment is a contrarian predictor of market returns at nearly all horizons. As an important piece of "out-of-sample" evidence, we document that investor sentiment in China is a reliable momentum signal at monthly frequency. The strong momentum predictability is robust under both single- and multi-regressor settings, and is statistically and economically significant both in and out of sample, enhancing portfolio performance as shown by our numerical examples. More importantly, we find a striking term structure that local sentiment shifts from a short-term momentum predictor to a contrarian predictor in the long run. Cross-sectional analysis reveals that sentiment is more of a small-firm effect. Finally, we confirm that global sentiment spills over to the local Chinese market, as it predicts negatively future returns over the longer horizons and in the cross section.
机译:本文挑战投资者情绪的普遍观点,即几乎所有视野都有逆势预测市场的逆势预测因素。作为一个重要的“超出样本”证据,我们记录了中国的投资者情绪是一个可靠的动量信号。强劲的动量可预测性在单一和多竞争对级设置下具有统计和超出样本的统计和经济意义,并提高产品性能,如我们的数值示例所示。更重要的是,我们发现一个引人注目的术语结构,即在长期的短期动量预测器中从短期动量预测器转移到逆转预测因子。横截面分析表明,情绪更为效果。最后,我们确认全球情绪溢出到当地中国市场,因为它预测了在更长的地平线和横截面上的消极回报。

著录项

  • 作者

    Xing Han; Youwei Li;

  • 作者单位
  • 年度 2017
  • 总页数
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类

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