The role of global economic policy uncertainty in long-run volatilities and correlations of U.S. industry-level stock returns and crude oil.
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...
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doaj-f06e1b1a9459473ea2d7639cc60f8df32020-11-24T22:03:08ZengPublic Library of Science (PLoS)PLoS ONE1932-62032018-01-01132e019230510.1371/journal.pone.0192305The role of global economic policy uncertainty in long-run volatilities and correlations of U.S. industry-level stock returns and crude oil.Honghai YuLibing FangBoyang SunWe 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.http://europepmc.org/articles/PMC5805266?pdf=render |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Honghai Yu Libing Fang Boyang Sun |
spellingShingle |
Honghai Yu Libing Fang Boyang Sun The role of global economic policy uncertainty in long-run volatilities and correlations of U.S. industry-level stock returns and crude oil. PLoS ONE |
author_facet |
Honghai Yu Libing Fang Boyang Sun |
author_sort |
Honghai Yu |
title |
The role of global economic policy uncertainty in long-run volatilities and correlations of U.S. industry-level stock returns and crude oil. |
title_short |
The role of global economic policy uncertainty in long-run volatilities and correlations of U.S. industry-level stock returns and crude oil. |
title_full |
The role of global economic policy uncertainty in long-run volatilities and correlations of U.S. industry-level stock returns and crude oil. |
title_fullStr |
The role of global economic policy uncertainty in long-run volatilities and correlations of U.S. industry-level stock returns and crude oil. |
title_full_unstemmed |
The role of global economic policy uncertainty in long-run volatilities and correlations of U.S. industry-level stock returns and crude oil. |
title_sort |
role of global economic policy uncertainty in long-run volatilities and correlations of u.s. industry-level stock returns and crude oil. |
publisher |
Public Library of Science (PLoS) |
series |
PLoS ONE |
issn |
1932-6203 |
publishDate |
2018-01-01 |
description |
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. |
url |
http://europepmc.org/articles/PMC5805266?pdf=render |
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