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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Main Authors: Honghai Yu, Libing Fang, Boyang Sun
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2018-01-01
Series:PLoS ONE
Online Access:http://europepmc.org/articles/PMC5805266?pdf=render
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spelling 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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