技术指标能否为未来波动提供信息:国际证据

Yafeng Shi, Xiangxing Tao, Yan-Fang Shi, Nenghui Zhu, Tingting Ying, Xun Peng
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引用次数: 2

摘要

摘要本文采用静态和动态联结模型来研究技术指标是否提供了下一个交易日波动率的信息,其中波动率是通过每日实现波动率来衡量的。基于8个知名股指的长样本,我们的实证结果表明,基于移动平均线的技术指标与次日波动率之间存在显著的非对称尾部依赖关系。依赖程度以一种持久的方式随时间变化。新兴市场指数与发达市场指数的依赖结构存在明显差异。这些结果表明,在极端情况下,技术指标可以提供次日波动的信息,而在正常市场上,技术指标提供的信息较少。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Can Technical Indicators Provide Information for Future Volatility: International Evidence
Abstract We employ the static and dynamic copula models to investigate whether technical indicators provide information on volatility in the next trading day, where the volatility is measured by daily realized volatility. Our empirical results, based on long samples of 8 well-known stock indexes, suggest that a significant and asymmetric tail dependence between the technical indicators based on moving average and the next day volatility. The level of dependence change over time in a persistent manner. And the dependence structure presents some distinct differences between emerging market indexes and developed market indexes. These results indicate that the technical indicators can provide information on the next day volatility at extremes, and are less informative at normal market.
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