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全球经济政策不确定性在美国行业层面股票回报与原油的长期波动率及相关性中的作用。

The role of global economic policy uncertainty in long-run volatilities and correlations of U.S. industry-level stock returns and crude oil.

作者信息

Yu Honghai, Fang Libing, Sun Boyang

机构信息

School of Management and Engineering, Nanjing University, Nanjing, Jiangsu, China.

出版信息

PLoS One. 2018 Feb 8;13(2):e0192305. doi: 10.1371/journal.pone.0192305. eCollection 2018.

Abstract

We investigate how Global Economic Policy Uncertainty (GEPU) drives the long-run components of volatilities and correlations in crude oil and U.S. industry-level stock markets. Using the modified generalized autoregressive conditional heteroskedasticity mixed data sampling (GARCH-MIDAS) and dynamic conditional correlation mixed data sampling (DCC-MIDAS) specifications, we find that GEPU is positively related to the long-run volatility of Financials and Consumer Discretionary industries; however, it is negatively related to Information Technology, Materials, Telecommunication Services and Energy. Unlike the mixed role of GEPU in the long-run volatilities, the long-run correlations are all positively related to GEPU across the industries. Additionally, the rankings of the correlations of Energy and Materials are time-invariant and classified as high, with the little exception of the latter. The Consumer Staples industry is time-invariant in the low-ranking group. Our results are helpful to policy makers and investors with long-term concerns.

摘要

我们研究全球经济政策不确定性(GEPU)如何驱动原油和美国行业层面股票市场波动及相关性的长期成分。使用修正的广义自回归条件异方差混合数据抽样(GARCH-MIDAS)和动态条件相关混合数据抽样(DCC-MIDAS)模型,我们发现GEPU与金融和非必需消费品行业的长期波动呈正相关;然而,它与信息技术、原材料、电信服务和能源行业呈负相关。与GEPU在长期波动中的混合作用不同,各行业的长期相关性均与GEPU呈正相关。此外,能源和原材料行业相关性的排名是时间不变的,且都归类为高相关性,原材料行业仅有极少例外。必需消费品行业在低排名组中是时间不变的。我们的结果对有长期担忧的政策制定者和投资者有帮助。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7f6e/5805266/5ae131c1ad55/pone.0192305.g001.jpg

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