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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...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5805266/ https://www.ncbi.nlm.nih.gov/pubmed/29420645 http://dx.doi.org/10.1371/journal.pone.0192305 |
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author | Yu, Honghai Fang, Libing Sun, Boyang |
author_facet | Yu, Honghai Fang, Libing Sun, Boyang |
author_sort | Yu, Honghai |
collection | PubMed |
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. |
format | Online Article Text |
id | pubmed-5805266 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-58052662018-02-23 The role of global economic policy uncertainty in long-run volatilities and correlations of U.S. industry-level stock returns and crude oil Yu, Honghai Fang, Libing Sun, Boyang PLoS One Research Article 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. Public Library of Science 2018-02-08 /pmc/articles/PMC5805266/ /pubmed/29420645 http://dx.doi.org/10.1371/journal.pone.0192305 Text en © 2018 Yu et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Yu, Honghai Fang, Libing Sun, Boyang The role of global economic policy uncertainty in long-run volatilities and correlations of U.S. industry-level stock returns and crude oil |
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_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_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_sort | role of global economic policy uncertainty in long-run volatilities and correlations of u.s. industry-level stock returns and crude oil |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5805266/ https://www.ncbi.nlm.nih.gov/pubmed/29420645 http://dx.doi.org/10.1371/journal.pone.0192305 |
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