Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Yu, Honghai, Fang, Libing, Sun, Boyang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2018
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
_version_ 1783298939333640192
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
work_keys_str_mv AT yuhonghai theroleofglobaleconomicpolicyuncertaintyinlongrunvolatilitiesandcorrelationsofusindustrylevelstockreturnsandcrudeoil
AT fanglibing theroleofglobaleconomicpolicyuncertaintyinlongrunvolatilitiesandcorrelationsofusindustrylevelstockreturnsandcrudeoil
AT sunboyang theroleofglobaleconomicpolicyuncertaintyinlongrunvolatilitiesandcorrelationsofusindustrylevelstockreturnsandcrudeoil
AT yuhonghai roleofglobaleconomicpolicyuncertaintyinlongrunvolatilitiesandcorrelationsofusindustrylevelstockreturnsandcrudeoil
AT fanglibing roleofglobaleconomicpolicyuncertaintyinlongrunvolatilitiesandcorrelationsofusindustrylevelstockreturnsandcrudeoil
AT sunboyang roleofglobaleconomicpolicyuncertaintyinlongrunvolatilitiesandcorrelationsofusindustrylevelstockreturnsandcrudeoil